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

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> source("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Clinical_Cnvs_onlysig.41.3771/CNV2ClinicalAnalysis_nozzle_onlysig.R")
> result <- main("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Clinical_Cnvs_onlysig.41.3771/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-iD=/xchip/cga/gdac-prod/tcga-gdac-genepattern/jobResults/238560/all_lesions.conf_99.cnv.cluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_clinicalDataPickerPipeline/LUAD/2044090/1.GDAC_clinicalDataPicker.Finished/LUAD.clin.merged.picked.txt", "-fF=ALL", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=1", "-cQ=0.25", "-MF=ONLYSIG", "-oT=LUAD", "-nV=Nozzle.R1", "-OP=MUTSIG", "-iT=", "-iX=")
[1] "nver"          "-nV=Nozzle.R1"
[1] "nfn"                                 "/xchip/tcga/Tools/Nozzle/v1.current"
[1] "Nozzle.R1"
[1] "successfully load Nozzle.R1"
[1] "ofn"      "-oT=LUAD"
[1] "opt"        "-OP=MUTSIG"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"    "MUTSIG"
[1] "dx" ""  

nPatients in clinical file=223, in cluster file=230, common to both=223
[1]  67 223
[1] "Amp Peak  1(1p22.3) mutation analysis"
[1] 3
  AMP PEAK  1(1P22.3) MUTATED AMP PEAK  1(1P22.3) WILD-TYPE 
                           65                           158 
  AMP PEAK  1(1P22.3) MUTATED AMP PEAK  1(1P22.3) WILD-TYPE 
                           65                           158 
[1] "Amp Peak  2(1q21.3) mutation analysis"
[1] 3
  AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE 
                          167                            56 
  AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE 
                          167                            56 
[1] "Amp Peak  3(3p11.1) mutation analysis"
[1] 3
  AMP PEAK  3(3P11.1) MUTATED AMP PEAK  3(3P11.1) WILD-TYPE 
                           27                           196 
  AMP PEAK  3(3P11.1) MUTATED AMP PEAK  3(3P11.1) WILD-TYPE 
                           27                           196 
[1] "Amp Peak  4(3q26.2) mutation analysis"
[1] 3
  AMP PEAK  4(3Q26.2) MUTATED AMP PEAK  4(3Q26.2) WILD-TYPE 
                           69                           154 
  AMP PEAK  4(3Q26.2) MUTATED AMP PEAK  4(3Q26.2) WILD-TYPE 
                           69                           154 
[1] "Amp Peak  5(5p15.33) mutation analysis"
[1] 3
  AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE 
                           145                             78 
  AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE 
                           145                             78 
[1] "Amp Peak  6(5p13.2) mutation analysis"
[1] 3
  AMP PEAK  6(5P13.2) MUTATED AMP PEAK  6(5P13.2) WILD-TYPE 
                          132                            91 
  AMP PEAK  6(5P13.2) MUTATED AMP PEAK  6(5P13.2) WILD-TYPE 
                          132                            91 
[1] "Amp Peak  7(6p21.1) mutation analysis"
[1] 3
  AMP PEAK  7(6P21.1) MUTATED AMP PEAK  7(6P21.1) WILD-TYPE 
                           78                           145 
  AMP PEAK  7(6P21.1) MUTATED AMP PEAK  7(6P21.1) WILD-TYPE 
                           78                           145 
[1] "Amp Peak  8(7p21.1) mutation analysis"
[1] 3
  AMP PEAK  8(7P21.1) MUTATED AMP PEAK  8(7P21.1) WILD-TYPE 
                          124                            99 
  AMP PEAK  8(7P21.1) MUTATED AMP PEAK  8(7P21.1) WILD-TYPE 
                          124                            99 
[1] "Amp Peak  9(7p11.2) mutation analysis"
[1] 3
  AMP PEAK  9(7P11.2) MUTATED AMP PEAK  9(7P11.2) WILD-TYPE 
                          117                           106 
  AMP PEAK  9(7P11.2) MUTATED AMP PEAK  9(7P11.2) WILD-TYPE 
                          117                           106 
[1] "Amp Peak 10(7q31.2) mutation analysis"
[1] 3
  AMP PEAK 10(7Q31.2) MUTATED AMP PEAK 10(7Q31.2) WILD-TYPE 
                           88                           135 
  AMP PEAK 10(7Q31.2) MUTATED AMP PEAK 10(7Q31.2) WILD-TYPE 
                           88                           135 
[1] "Amp Peak 11(8p11.21) mutation analysis"
[1] 3
  AMP PEAK 11(8P11.21) MUTATED AMP PEAK 11(8P11.21) WILD-TYPE 
                            63                            160 
  AMP PEAK 11(8P11.21) MUTATED AMP PEAK 11(8P11.21) WILD-TYPE 
                            63                            160 
[1] "Amp Peak 12(8p11.21) mutation analysis"
[1] 3
  AMP PEAK 12(8P11.21) MUTATED AMP PEAK 12(8P11.21) WILD-TYPE 
                            68                            155 
  AMP PEAK 12(8P11.21) MUTATED AMP PEAK 12(8P11.21) WILD-TYPE 
                            68                            155 
[1] "Amp Peak 13(8q11.1) mutation analysis"
[1] 3
  AMP PEAK 13(8Q11.1) MUTATED AMP PEAK 13(8Q11.1) WILD-TYPE 
                           95                           128 
  AMP PEAK 13(8Q11.1) MUTATED AMP PEAK 13(8Q11.1) WILD-TYPE 
                           95                           128 
[1] "Amp Peak 14(8q24.21) mutation analysis"
[1] 3
  AMP PEAK 14(8Q24.21) MUTATED AMP PEAK 14(8Q24.21) WILD-TYPE 
                           146                             77 
  AMP PEAK 14(8Q24.21) MUTATED AMP PEAK 14(8Q24.21) WILD-TYPE 
                           146                             77 
[1] "Amp Peak 15(11q13.3) mutation analysis"
[1] 3
  AMP PEAK 15(11Q13.3) MUTATED AMP PEAK 15(11Q13.3) WILD-TYPE 
                            74                            149 
  AMP PEAK 15(11Q13.3) MUTATED AMP PEAK 15(11Q13.3) WILD-TYPE 
                            74                            149 
[1] "Amp Peak 16(12p12.1) mutation analysis"
[1] 3
  AMP PEAK 16(12P12.1) MUTATED AMP PEAK 16(12P12.1) WILD-TYPE 
                            74                            149 
  AMP PEAK 16(12P12.1) MUTATED AMP PEAK 16(12P12.1) WILD-TYPE 
                            74                            149 
[1] "Amp Peak 17(12q14.1) mutation analysis"
[1] 3
  AMP PEAK 17(12Q14.1) MUTATED AMP PEAK 17(12Q14.1) WILD-TYPE 
                            67                            156 
  AMP PEAK 17(12Q14.1) MUTATED AMP PEAK 17(12Q14.1) WILD-TYPE 
                            67                            156 
[1] "Amp Peak 18(12q15) mutation analysis"
[1] 3
  AMP PEAK 18(12Q15) MUTATED AMP PEAK 18(12Q15) WILD-TYPE 
                          68                          155 
  AMP PEAK 18(12Q15) MUTATED AMP PEAK 18(12Q15) WILD-TYPE 
                          68                          155 
[1] "Amp Peak 19(14q13.3) mutation analysis"
[1] 3
  AMP PEAK 19(14Q13.3) MUTATED AMP PEAK 19(14Q13.3) WILD-TYPE 
                            96                            127 
  AMP PEAK 19(14Q13.3) MUTATED AMP PEAK 19(14Q13.3) WILD-TYPE 
                            96                            127 
[1] "Amp Peak 20(17q12) mutation analysis"
[1] 3
  AMP PEAK 20(17Q12) MUTATED AMP PEAK 20(17Q12) WILD-TYPE 
                          99                          124 
  AMP PEAK 20(17Q12) MUTATED AMP PEAK 20(17Q12) WILD-TYPE 
                          99                          124 
[1] "Amp Peak 21(17q25.3) mutation analysis"
[1] 3
  AMP PEAK 21(17Q25.3) MUTATED AMP PEAK 21(17Q25.3) WILD-TYPE 
                           110                            113 
  AMP PEAK 21(17Q25.3) MUTATED AMP PEAK 21(17Q25.3) WILD-TYPE 
                           110                            113 
[1] "Amp Peak 22(18q11.2) mutation analysis"
[1] 3
  AMP PEAK 22(18Q11.2) MUTATED AMP PEAK 22(18Q11.2) WILD-TYPE 
                            48                            175 
  AMP PEAK 22(18Q11.2) MUTATED AMP PEAK 22(18Q11.2) WILD-TYPE 
                            48                            175 
[1] "Amp Peak 23(19q13.11) mutation analysis"
[1] 3
  AMP PEAK 23(19Q13.11) MUTATED AMP PEAK 23(19Q13.11) WILD-TYPE 
                             58                             165 
  AMP PEAK 23(19Q13.11) MUTATED AMP PEAK 23(19Q13.11) WILD-TYPE 
                             58                             165 
[1] "Amp Peak 24(20p11.21) mutation analysis"
[1] 3
  AMP PEAK 24(20P11.21) MUTATED AMP PEAK 24(20P11.21) WILD-TYPE 
                             82                             141 
  AMP PEAK 24(20P11.21) MUTATED AMP PEAK 24(20P11.21) WILD-TYPE 
                             82                             141 
[1] "Amp Peak 25(20q13.2) mutation analysis"
[1] 3
  AMP PEAK 25(20Q13.2) MUTATED AMP PEAK 25(20Q13.2) WILD-TYPE 
                            96                            127 
  AMP PEAK 25(20Q13.2) MUTATED AMP PEAK 25(20Q13.2) WILD-TYPE 
                            96                            127 
[1] "Amp Peak 26(20q13.33) mutation analysis"
[1] 3
  AMP PEAK 26(20Q13.33) MUTATED AMP PEAK 26(20Q13.33) WILD-TYPE 
                            104                             119 
  AMP PEAK 26(20Q13.33) MUTATED AMP PEAK 26(20Q13.33) WILD-TYPE 
                            104                             119 
[1] "Amp Peak 27(Xq28) mutation analysis"
[1] 3
  AMP PEAK 27(XQ28) MUTATED AMP PEAK 27(XQ28) WILD-TYPE 
                         68                         155 
  AMP PEAK 27(XQ28) MUTATED AMP PEAK 27(XQ28) WILD-TYPE 
                         68                         155 
[1] "Del Peak  1(1p36.13) mutation analysis"
[1] 3
  DEL PEAK  1(1P36.13) MUTATED DEL PEAK  1(1P36.13) WILD-TYPE 
                            54                            169 
  DEL PEAK  1(1P36.13) MUTATED DEL PEAK  1(1P36.13) WILD-TYPE 
                            54                            169 
[1] "Del Peak  2(1p12) mutation analysis"
[1] 3
  DEL PEAK  2(1P12) MUTATED DEL PEAK  2(1P12) WILD-TYPE 
                         65                         158 
  DEL PEAK  2(1P12) MUTATED DEL PEAK  2(1P12) WILD-TYPE 
                         65                         158 
[1] "Del Peak  3(2q22.1) mutation analysis"
[1] 3
  DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE 
                           21                           202 
  DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE 
                           21                           202 
[1] "Del Peak  4(2q37.3) mutation analysis"
[1] 3
  DEL PEAK  4(2Q37.3) MUTATED DEL PEAK  4(2Q37.3) WILD-TYPE 
                           35                           188 
  DEL PEAK  4(2Q37.3) MUTATED DEL PEAK  4(2Q37.3) WILD-TYPE 
                           35                           188 
[1] "Del Peak  5(3q11.1) mutation analysis"
[1] 3
  DEL PEAK  5(3Q11.1) MUTATED DEL PEAK  5(3Q11.1) WILD-TYPE 
                           68                           155 
  DEL PEAK  5(3Q11.1) MUTATED DEL PEAK  5(3Q11.1) WILD-TYPE 
                           68                           155 
[1] "Del Peak  6(3q28) mutation analysis"
[1] 3
  DEL PEAK  6(3Q28) MUTATED DEL PEAK  6(3Q28) WILD-TYPE 
                         67                         156 
  DEL PEAK  6(3Q28) MUTATED DEL PEAK  6(3Q28) WILD-TYPE 
                         67                         156 
[1] "Del Peak  7(4p15.31) mutation analysis"
[1] 3
  DEL PEAK  7(4P15.31) MUTATED DEL PEAK  7(4P15.31) WILD-TYPE 
                            45                            178 
  DEL PEAK  7(4P15.31) MUTATED DEL PEAK  7(4P15.31) WILD-TYPE 
                            45                            178 
[1] "Del Peak  8(4q35.2) mutation analysis"
[1] 3
  DEL PEAK  8(4Q35.2) MUTATED DEL PEAK  8(4Q35.2) WILD-TYPE 
                           76                           147 
  DEL PEAK  8(4Q35.2) MUTATED DEL PEAK  8(4Q35.2) WILD-TYPE 
                           76                           147 
[1] "Del Peak  9(5q11.1) mutation analysis"
[1] 3
  DEL PEAK  9(5Q11.1) MUTATED DEL PEAK  9(5Q11.1) WILD-TYPE 
                           58                           165 
  DEL PEAK  9(5Q11.1) MUTATED DEL PEAK  9(5Q11.1) WILD-TYPE 
                           58                           165 
[1] "Del Peak 10(5q11.2) mutation analysis"
[1] 3
  DEL PEAK 10(5Q11.2) MUTATED DEL PEAK 10(5Q11.2) WILD-TYPE 
                           76                           147 
  DEL PEAK 10(5Q11.2) MUTATED DEL PEAK 10(5Q11.2) WILD-TYPE 
                           76                           147 
[1] "Del Peak 11(5q31.1) mutation analysis"
[1] 3
  DEL PEAK 11(5Q31.1) MUTATED DEL PEAK 11(5Q31.1) WILD-TYPE 
                           89                           134 
  DEL PEAK 11(5Q31.1) MUTATED DEL PEAK 11(5Q31.1) WILD-TYPE 
                           89                           134 
[1] "Del Peak 12(6q11.1) mutation analysis"
[1] 3
  DEL PEAK 12(6Q11.1) MUTATED DEL PEAK 12(6Q11.1) WILD-TYPE 
                           62                           161 
  DEL PEAK 12(6Q11.1) MUTATED DEL PEAK 12(6Q11.1) WILD-TYPE 
                           62                           161 
[1] "Del Peak 13(6q22.31) mutation analysis"
[1] 3
  DEL PEAK 13(6Q22.31) MUTATED DEL PEAK 13(6Q22.31) WILD-TYPE 
                           117                            106 
  DEL PEAK 13(6Q22.31) MUTATED DEL PEAK 13(6Q22.31) WILD-TYPE 
                           117                            106 
[1] "Del Peak 14(6q26) mutation analysis"
[1] 3
  DEL PEAK 14(6Q26) MUTATED DEL PEAK 14(6Q26) WILD-TYPE 
                        116                         107 
  DEL PEAK 14(6Q26) MUTATED DEL PEAK 14(6Q26) WILD-TYPE 
                        116                         107 
[1] "Del Peak 15(8p23.2) mutation analysis"
[1] 3
  DEL PEAK 15(8P23.2) MUTATED DEL PEAK 15(8P23.2) WILD-TYPE 
                          104                           119 
  DEL PEAK 15(8P23.2) MUTATED DEL PEAK 15(8P23.2) WILD-TYPE 
                          104                           119 
[1] "Del Peak 16(8p21.3) mutation analysis"
[1] 3
  DEL PEAK 16(8P21.3) MUTATED DEL PEAK 16(8P21.3) WILD-TYPE 
                          112                           111 
  DEL PEAK 16(8P21.3) MUTATED DEL PEAK 16(8P21.3) WILD-TYPE 
                          112                           111 
[1] "Del Peak 17(8p11.21) mutation analysis"
[1] 3
  DEL PEAK 17(8P11.21) MUTATED DEL PEAK 17(8P11.21) WILD-TYPE 
                            46                            177 
  DEL PEAK 17(8P11.21) MUTATED DEL PEAK 17(8P11.21) WILD-TYPE 
                            46                            177 
[1] "Del Peak 18(9p23) mutation analysis"
[1] 3
  DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE 
                        128                          95 
  DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE 
                        128                          95 
[1] "Del Peak 19(9p21.3) mutation analysis"
[1] 3
  DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE 
                          134                            89 
  DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE 
                          134                            89 
[1] "Del Peak 20(9q21.11) mutation analysis"
[1] 3
  DEL PEAK 20(9Q21.11) MUTATED DEL PEAK 20(9Q21.11) WILD-TYPE 
                           112                            111 
  DEL PEAK 20(9Q21.11) MUTATED DEL PEAK 20(9Q21.11) WILD-TYPE 
                           112                            111 
[1] "Del Peak 21(10p15.3) mutation analysis"
[1] 3
  DEL PEAK 21(10P15.3) MUTATED DEL PEAK 21(10P15.3) WILD-TYPE 
                            54                            169 
  DEL PEAK 21(10P15.3) MUTATED DEL PEAK 21(10P15.3) WILD-TYPE 
                            54                            169 
[1] "Del Peak 22(10q26.3) mutation analysis"
[1] 3
  DEL PEAK 22(10Q26.3) MUTATED DEL PEAK 22(10Q26.3) WILD-TYPE 
                            62                            161 
  DEL PEAK 22(10Q26.3) MUTATED DEL PEAK 22(10Q26.3) WILD-TYPE 
                            62                            161 
[1] "Del Peak 23(11q25) mutation analysis"
[1] 3
  DEL PEAK 23(11Q25) MUTATED DEL PEAK 23(11Q25) WILD-TYPE 
                          50                          173 
  DEL PEAK 23(11Q25) MUTATED DEL PEAK 23(11Q25) WILD-TYPE 
                          50                          173 
[1] "Del Peak 24(12p12.3) mutation analysis"
[1] 3
  DEL PEAK 24(12P12.3) MUTATED DEL PEAK 24(12P12.3) WILD-TYPE 
                            60                            163 
  DEL PEAK 24(12P12.3) MUTATED DEL PEAK 24(12P12.3) WILD-TYPE 
                            60                            163 
[1] "Del Peak 25(12q24.33) mutation analysis"
[1] 3
  DEL PEAK 25(12Q24.33) MUTATED DEL PEAK 25(12Q24.33) WILD-TYPE 
                             62                             161 
  DEL PEAK 25(12Q24.33) MUTATED DEL PEAK 25(12Q24.33) WILD-TYPE 
                             62                             161 
[1] "Del Peak 26(13q12.11) mutation analysis"
[1] 3
  DEL PEAK 26(13Q12.11) MUTATED DEL PEAK 26(13Q12.11) WILD-TYPE 
                            115                             108 
  DEL PEAK 26(13Q12.11) MUTATED DEL PEAK 26(13Q12.11) WILD-TYPE 
                            115                             108 
[1] "Del Peak 27(14q32.33) mutation analysis"
[1] 3
  DEL PEAK 27(14Q32.33) MUTATED DEL PEAK 27(14Q32.33) WILD-TYPE 
                             64                             159 
  DEL PEAK 27(14Q32.33) MUTATED DEL PEAK 27(14Q32.33) WILD-TYPE 
                             64                             159 
[1] "Del Peak 28(15q11.2) mutation analysis"
[1] 3
  DEL PEAK 28(15Q11.2) MUTATED DEL PEAK 28(15Q11.2) WILD-TYPE 
                           122                            101 
  DEL PEAK 28(15Q11.2) MUTATED DEL PEAK 28(15Q11.2) WILD-TYPE 
                           122                            101 
[1] "Del Peak 29(15q15.2) mutation analysis"
[1] 3
  DEL PEAK 29(15Q15.2) MUTATED DEL PEAK 29(15Q15.2) WILD-TYPE 
                           122                            101 
  DEL PEAK 29(15Q15.2) MUTATED DEL PEAK 29(15Q15.2) WILD-TYPE 
                           122                            101 
[1] "Del Peak 30(16q23.1) mutation analysis"
[1] 3
  DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE 
                            73                            150 
  DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE 
                            73                            150 
[1] "Del Peak 31(17p13.3) mutation analysis"
[1] 3
  DEL PEAK 31(17P13.3) MUTATED DEL PEAK 31(17P13.3) WILD-TYPE 
                           129                             94 
  DEL PEAK 31(17P13.3) MUTATED DEL PEAK 31(17P13.3) WILD-TYPE 
                           129                             94 
[1] "Del Peak 32(17p11.2) mutation analysis"
[1] 3
  DEL PEAK 32(17P11.2) MUTATED DEL PEAK 32(17P11.2) WILD-TYPE 
                           107                            116 
  DEL PEAK 32(17P11.2) MUTATED DEL PEAK 32(17P11.2) WILD-TYPE 
                           107                            116 
[1] "Del Peak 33(18q21.1) mutation analysis"
[1] 3
  DEL PEAK 33(18Q21.1) MUTATED DEL PEAK 33(18Q21.1) WILD-TYPE 
                           113                            110 
  DEL PEAK 33(18Q21.1) MUTATED DEL PEAK 33(18Q21.1) WILD-TYPE 
                           113                            110 
[1] "Del Peak 34(18q21.32) mutation analysis"
[1] 3
  DEL PEAK 34(18Q21.32) MUTATED DEL PEAK 34(18Q21.32) WILD-TYPE 
                            115                             108 
  DEL PEAK 34(18Q21.32) MUTATED DEL PEAK 34(18Q21.32) WILD-TYPE 
                            115                             108 
[1] "Del Peak 35(19p13.3) mutation analysis"
[1] 3
  DEL PEAK 35(19P13.3) MUTATED DEL PEAK 35(19P13.3) WILD-TYPE 
                           117                            106 
  DEL PEAK 35(19P13.3) MUTATED DEL PEAK 35(19P13.3) WILD-TYPE 
                           117                            106 
[1] "Del Peak 36(19q13.33) mutation analysis"
[1] 3
  DEL PEAK 36(19Q13.33) MUTATED DEL PEAK 36(19Q13.33) WILD-TYPE 
                             80                             143 
  DEL PEAK 36(19Q13.33) MUTATED DEL PEAK 36(19Q13.33) WILD-TYPE 
                             80                             143 
[1] "Del Peak 37(21q11.2) mutation analysis"
[1] 3
  DEL PEAK 37(21Q11.2) MUTATED DEL PEAK 37(21Q11.2) WILD-TYPE 
                            75                            148 
  DEL PEAK 37(21Q11.2) MUTATED DEL PEAK 37(21Q11.2) WILD-TYPE 
                            75                            148 
[1] "Del Peak 38(21q21.3) mutation analysis"
[1] 3
  DEL PEAK 38(21Q21.3) MUTATED DEL PEAK 38(21Q21.3) WILD-TYPE 
                            72                            151 
  DEL PEAK 38(21Q21.3) MUTATED DEL PEAK 38(21Q21.3) WILD-TYPE 
                            72                            151 
[1] "Del Peak 39(22q13.32) mutation analysis"
[1] 3
  DEL PEAK 39(22Q13.32) MUTATED DEL PEAK 39(22Q13.32) WILD-TYPE 
                            107                             116 
  DEL PEAK 39(22Q13.32) MUTATED DEL PEAK 39(22Q13.32) WILD-TYPE 
                            107                             116 
[1] "Del Peak 40(Xp22.2) mutation analysis"
[1] 3
  DEL PEAK 40(XP22.2) MUTATED DEL PEAK 40(XP22.2) WILD-TYPE 
                           58                           165 
  DEL PEAK 40(XP22.2) MUTATED DEL PEAK 40(XP22.2) WILD-TYPE 
                           58                           165 
[1] "data2feature, selection=ALL"
 [1] "YEARSTOBIRTH"                          
 [2] "DAYSTODEATH"                           
 [3] "DAYSTOLASTFOLLOWUP"                    
 [4] "VITALSTATUS"                           
 [5] "DCCUPLOADDATE"                         
 [6] "PRIMARYSITEOFDESEASE"                  
 [7] "GENDER"                                
 [8] "DATEOFINITIALPATHOLOGICDIAGNOSIS"      
 [9] "DAYSTOLASTKNOWNALIVE"                  
[10] "KARNOFSKYPERFORMANCESCORE"             
[11] "HISTOLOGICALTYPE"                      
[12] "PATHOLOGICSPREAD(PT)"                  
[13] "PATHOLOGICSPREAD(PN)"                  
[14] "PATHOLOGICSPREAD(M)"                   
[15] "TUMORSTAGE"                            
[16] "RADIATIONS.RADIATION.REGIMENINDICATION"
[17] "NEOADJUVANTTHERAPY"                    
[18] "NUMBERPACKYEARSSMOKED"                 
[19] "STOPPEDSMOKINGYEAR"                    
[20] "TOBACCOSMOKINGHISTORYINDICATOR"        
[21] "YEAROFTOBACCOSMOKINGONSET"             
[22] "BATCHNUMBER"                           

Input Data has 22 rows and 223 columns.

[1] "Batch" "22"   
[1] "Last Follow UP"
TCGA-05-4249 TCGA-05-4382 TCGA-05-4384 TCGA-05-4389 TCGA-05-4390 TCGA-05-4395 
        1158          606          426           NA         1126           NA 
TCGA-05-4396 TCGA-05-4398 TCGA-05-4402 TCGA-05-4403 TCGA-05-4405 TCGA-05-4410 
         303         1431           NA           NA          610           NA 
TCGA-05-4415 TCGA-05-4417 TCGA-05-4418 TCGA-05-4420 TCGA-05-4422 TCGA-05-4424 
          90          454           NA          911           NA          913 
TCGA-05-4425 TCGA-05-4426 TCGA-05-4430 TCGA-05-4432 TCGA-05-4433 TCGA-05-5420 
          NA          791          761          761          730           31 
TCGA-05-5423 TCGA-05-5428 TCGA-05-5429 TCGA-05-5715 TCGA-35-3615 TCGA-38-4626 
         151           NA           30           62           14         2595 
TCGA-38-4627 TCGA-38-4628 TCGA-38-4631 TCGA-38-4632 TCGA-38-6178 TCGA-44-2655 
        1147         1491          354         1357          158          574 
TCGA-44-2656 TCGA-44-2657 TCGA-44-2659 TCGA-44-2661 TCGA-44-2662 TCGA-44-2665 
         581          400          529          103          480          400 
TCGA-44-2666 TCGA-44-3396 TCGA-44-3919 TCGA-44-4112 TCGA-44-5645 TCGA-44-6145 
          97          311          189          140          208          102 
TCGA-44-6146 TCGA-44-6147 TCGA-44-6774 TCGA-44-6775 TCGA-44-6776 TCGA-44-6777 
         302          236          165           82         1938           NA 
TCGA-44-6779 TCGA-44-7659 TCGA-44-7662 TCGA-44-7670 TCGA-44-7671 TCGA-44-7672 
          NA          298           50          531          535          418 
TCGA-49-4486 TCGA-49-4487 TCGA-49-4488 TCGA-49-4490 TCGA-49-4494 TCGA-49-4501 
        2318           NA           NA           NA         1081         1421 
TCGA-49-4505 TCGA-49-4506 TCGA-49-4507 TCGA-49-4510 TCGA-49-4512 TCGA-49-4514 
         428          999          268          896           NA         1314 
TCGA-49-6742 TCGA-49-6744 TCGA-49-6745 TCGA-49-6761 TCGA-49-6767 TCGA-50-5044 
         457          395          150            1           NA           NA 
TCGA-50-5049 TCGA-50-5051 TCGA-50-5055 TCGA-50-5068 TCGA-50-5072 TCGA-50-5931 
        1485          455          785         1499          245          267 
TCGA-50-5932 TCGA-50-5933 TCGA-50-5935 TCGA-50-5936 TCGA-50-5939 TCGA-50-5941 
        1091         2369          653          257          460          285 
TCGA-50-5942 TCGA-50-5944 TCGA-50-6593 TCGA-50-6595 TCGA-50-6597 TCGA-50-6673 
         135          373           NA           NA         1015           NA 
TCGA-50-7109 TCGA-53-7626 TCGA-53-7813 TCGA-55-1592 TCGA-55-1594 TCGA-55-1596 
         255          970          418          701         1178         1374 
TCGA-55-6543 TCGA-55-6642 TCGA-55-6712 TCGA-55-6970 TCGA-55-6971 TCGA-55-6972 
           2          992           24           NA           28         1475 
TCGA-55-6978 TCGA-55-6979 TCGA-55-6980 TCGA-55-6981 TCGA-55-6982 TCGA-55-6983 
          NA           NA           67           NA           NA         1826 
TCGA-55-6985 TCGA-55-6986 TCGA-55-7281 TCGA-55-7283 TCGA-55-7573 TCGA-55-7574 
        1233         2161           18           34            4           95 
TCGA-55-7576 TCGA-55-7725 TCGA-55-7727 TCGA-55-7728 TCGA-55-7815 TCGA-55-7903 
          40           39           31           24           54           19 
TCGA-55-7907 TCGA-55-7911 TCGA-55-7914 TCGA-64-1676 TCGA-64-1677 TCGA-64-1678 
          16           21            3         1728          628         1189 
TCGA-64-1679 TCGA-64-1680 TCGA-64-1681 TCGA-64-5774 TCGA-64-5775 TCGA-64-5778 
        1685         1126           NA         2550            3          926 
TCGA-64-5781 TCGA-67-3771 TCGA-67-3772 TCGA-67-3773 TCGA-67-3774 TCGA-67-6215 
        1202           60           18           62           18           27 
TCGA-67-6216 TCGA-67-6217 TCGA-69-7760 TCGA-69-7761 TCGA-69-7763 TCGA-69-7764 
          21          422          154          186          690          414 
TCGA-69-7765 TCGA-71-6725 TCGA-73-4658 TCGA-73-4659 TCGA-73-4662 TCGA-73-4675 
         129           61         1599          711          911           40 
TCGA-73-4676 TCGA-75-5122 TCGA-75-5126 TCGA-75-5146 TCGA-75-5147 TCGA-75-6203 
         122           NA           NA           NA           NA           NA 
TCGA-75-6205 TCGA-75-6207 TCGA-75-6211 TCGA-75-6212 TCGA-75-6214 TCGA-75-7025 
          NA           NA           NA           NA           NA           NA 
TCGA-75-7027 TCGA-75-7030 TCGA-75-7031 TCGA-78-7143 TCGA-78-7145 TCGA-78-7147 
          NA           NA           NA           NA           NA           NA 
TCGA-78-7148 TCGA-78-7149 TCGA-78-7150 TCGA-78-7152 TCGA-78-7153 TCGA-78-7154 
          NA         1093           NA         1201          760           NA 
TCGA-78-7155 TCGA-78-7156 TCGA-78-7158 TCGA-78-7159 TCGA-78-7160 TCGA-78-7161 
          NA           NA           NA         1220          678          214 
TCGA-78-7162 TCGA-78-7163 TCGA-78-7166 TCGA-78-7167 TCGA-78-7535 TCGA-78-7536 
          NA         6812           NA           NA           NA           NA 
TCGA-78-7537 TCGA-78-7539 TCGA-78-7540 TCGA-78-7542 TCGA-78-7633 TCGA-80-5607 
          NA          327          881           NA          994           NA 
TCGA-80-5608 TCGA-86-6562 TCGA-86-6851 TCGA-86-7713 TCGA-86-7714 TCGA-91-6828 
          NA           NA           NA            7           NA           37 
TCGA-91-6829 TCGA-91-6835 TCGA-91-6840 TCGA-91-6847 TCGA-91-6849 TCGA-91-7771 
          NA           35           NA          819           28           31 
TCGA-93-7347 TCGA-93-7348 TCGA-95-7039 TCGA-95-7043 TCGA-95-7567 TCGA-97-7546 
         297          127           34            2          163          963 
TCGA-97-7552 TCGA-97-7553 TCGA-97-7554 TCGA-97-7937 TCGA-97-7938 TCGA-97-7941 
        1476         1331          263          181           NA           22 
TCGA-99-7458 
         250 
Variable 1:'AGE':	nDistinctValues=45,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 2:'DAYSTODEATH':	nDistinctValues=62,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 3:'DAYSTOLASTFOLLOWUP':	nDistinctValues=143,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 4:'VITALSTATUS':	nDistinctValues=2,	numeric=TRUE,	binary=TRUE,	exclude=FALSE.
Variable 5:'DCCUPLOADDAY':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 6:'PRIMARY.SITE.OF.DISEASE':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 7:'GENDER':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'DAYOFINITIALPATHOLOGICDIAGNOSIS':	nDistinctValues=20,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 9:'DAYSTOLASTKNOWNALIVE':	nDistinctValues=52,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 10:'KARNOFSKY.PERFORMANCE.SCORE':	nDistinctValues=6,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 11:'HISTOLOGICAL.TYPE':	nDistinctValues=9,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 12:'PATHOLOGY.T':	nDistinctValues=8,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 13:'PATHOLOGY.N':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 14:'PATHOLOGICSPREAD(M)':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 15:'TUMOR.STAGE':	nDistinctValues=8,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 16:'RADIATIONS.RADIATION.REGIMENINDICATION':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 17:'NEOADJUVANT.THERAPY':	nDistinctValues=2,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 18:'NUMBERPACKYEARSSMOKED':	nDistinctValues=64,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 19:'STOPPEDSMOKINGYEAR':	nDistinctValues=45,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 20:'TOBACCOSMOKINGHISTORYINDICATOR':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 21:'YEAROFTOBACCOSMOKINGONSET':	nDistinctValues=46,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 22:'BATCH.NUMBER':	nDistinctValues=11,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
[1] "rownames(nsurv.mat)"
 [1] "AGE"                                   
 [2] "GENDER"                                
 [3] "KARNOFSKY.PERFORMANCE.SCORE"           
 [4] "HISTOLOGICAL.TYPE"                     
 [5] "PATHOLOGY.T"                           
 [6] "PATHOLOGY.N"                           
 [7] "PATHOLOGICSPREAD(M)"                   
 [8] "TUMOR.STAGE"                           
 [9] "RADIATIONS.RADIATION.REGIMENINDICATION"
[10] "NEOADJUVANT.THERAPY"                   
[11] "NUMBERPACKYEARSSMOKED"                 
[12] "STOPPEDSMOKINGYEAR"                    
[13] "TOBACCOSMOKINGHISTORYINDICATOR"        
[14] "YEAROFTOBACCOSMOKINGONSET"             
[1] "TUMOR.?STAGE" "8"           
[1] "stage2"
vv
  1   2   3   4 
115  47  47   9 
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T" "5"          
[1] "PATHOLOGY.N" "6"          
Output Data has 223 columns, 1 survival variables, and 14 non-survival variables.
AGE, nv=45, binary=FALSE, numeric=TRUE
GENDER, nv=2, binary=FALSE, numeric=FALSE
KARNOFSKY.PERFORMANCE.SCORE, nv=6, binary=FALSE, numeric=TRUE
HISTOLOGICAL.TYPE, nv=9, binary=FALSE, numeric=FALSE
PATHOLOGY.T, nv=4, binary=FALSE, numeric=TRUE
[1] "grepl('PATHOLOGY.T',vnm)"
vv
 T1  T2  T3  T4 
 60 130  17  15 
[1] "table(vv)"
vv
 T1  T2  T3  T4 
 60 130  17  15 
$ClinVariableName
[1] "PATHOLOGY.T"

$Table
vv
 T1  T2  T3  T4 
 60 130  17  15 

$nClasses
[1] 4

$ClinVariableType
[1] "multiclass(4)"


 T1  T2  T3  T4 
 60 130  17  15 
PATHOLOGY.N, nv=4, binary=FALSE, numeric=TRUE
[1] "grepl('PATHOLOGY.N',vnm)"
vv
 N0  N1  N2  N3 
132  43  41   1 
[1] "table(vv)"
vv
   N0    N1 N2+N3 
  132    43    42 
$ClinVariableName
[1] "PATHOLOGY.N"

$Table
vv
 N0  N1  N2  N3 
132  43  41   1 

$nClasses
[1] 3

$ClinVariableType
[1] "multiclass(3)"


   N0    N1 N2+N3 
  132    43    42 
PATHOLOGICSPREAD(M), nv=3, binary=FALSE, numeric=FALSE
TUMOR.STAGE, nv=4, binary=FALSE, numeric=TRUE
[1] "grepl('TUMOR.?STAGE',vnm)"
vv
  I  II III  IV 
115  47  47   9 
[1] "table(vv)"
vv
  I  II III  IV 
115  47  47   9 
$ClinVariableName
[1] "TUMOR.STAGE"

$Table
vv
  I  II III  IV 
115  47  47   9 

$nClasses
[1] 4

$ClinVariableType
[1] "multiclass(4)"


  I  II III  IV 
115  47  47   9 
RADIATIONS.RADIATION.REGIMENINDICATION, nv=2, binary=FALSE, numeric=FALSE
NEOADJUVANT.THERAPY, nv=2, binary=FALSE, numeric=FALSE
NUMBERPACKYEARSSMOKED, nv=64, binary=FALSE, numeric=TRUE
STOPPEDSMOKINGYEAR, nv=45, binary=FALSE, numeric=TRUE
TOBACCOSMOKINGHISTORYINDICATOR, nv=4, binary=FALSE, numeric=FALSE
YEAROFTOBACCOSMOKINGONSET, nv=46, binary=FALSE, numeric=TRUE

Clustering(1) Variable = Amp Peak  1(1p22.3) mutation analysis
D1V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-99-7458 
  "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-99-7458 
  "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  1(1P22.3) MUTATED"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  1(1P22.3) MUTATED" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
"AMP PEAK  1(1P22.3) WILD-TYPE"   "AMP PEAK  1(1P22.3) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  1(1P22.3) WILD-TYPE" "AMP PEAK  1(1P22.3) WILD-TYPE" 
                   TCGA-99-7458 
  "AMP PEAK  1(1P22.3) MUTATED" 
[1] "hr=" "1.4"
D1V2, continuous
D1V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  1(1P22.3) MUTATED     28   37
  AMP PEAK  1(1P22.3) WILD-TYPE   70   88
        clus
vv       AMP PEAK  1(1P22.3) MUTATED AMP PEAK  1(1P22.3) WILD-TYPE
  FEMALE                          37                            88
  MALE                            28                            70
D1V4, continuous
D1V5, multiclass
D1V6, multiclass
    clus
vv   AMP PEAK  1(1P22.3) MUTATED AMP PEAK  1(1P22.3) WILD-TYPE
  T1                          17                            43
  T2                          36                            94
  T3                           7                            10
  T4                           5                            10
D1V7, multiclass
       clus
vv      AMP PEAK  1(1P22.3) MUTATED AMP PEAK  1(1P22.3) WILD-TYPE
  N0                             37                            95
  N1                             16                            27
  N2+N3                          11                            31
D1V8, multiclass
    clus
vv   AMP PEAK  1(1P22.3) MUTATED AMP PEAK  1(1P22.3) WILD-TYPE
  M0                          45                           114
  M1                           3                             5
  MX                          15                            36
D1V9, multiclass
     clus
vv    AMP PEAK  1(1P22.3) MUTATED AMP PEAK  1(1P22.3) WILD-TYPE
  I                            29                            86
  II                           16                            31
  III                          14                            33
  IV                            3                             6
D1V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  1(1P22.3) MUTATED     59    6
  AMP PEAK  1(1P22.3) WILD-TYPE  149    9
     clus
vv    AMP PEAK  1(1P22.3) MUTATED AMP PEAK  1(1P22.3) WILD-TYPE
  NO                            6                             9
  YES                          59                           149
D1V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  1(1P22.3) MUTATED     50   15
  AMP PEAK  1(1P22.3) WILD-TYPE  137   21
     clus
vv    AMP PEAK  1(1P22.3) MUTATED AMP PEAK  1(1P22.3) WILD-TYPE
  NO                           15                            21
  YES                          50                           137
D1V12, continuous
D1V13, continuous
D1V14, multiclass
                                             clus
vv                                            AMP PEAK  1(1P22.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          21
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               17
  CURRENT SMOKER                                                       15
  LIFELONG NON-SMOKER                                                   8
                                             clus
vv                                            AMP PEAK  1(1P22.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            48
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 50
  CURRENT SMOKER                                                         30
  LIFELONG NON-SMOKER                                                    24
D1V15, continuous

Clustering(2) Variable = Amp Peak  2(1q21.3) mutation analysis
D2V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-5715                    TCGA-35-3615 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-69-7763                    TCGA-69-7764 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7158                    TCGA-78-7159 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-99-7458 
  "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-5715                    TCGA-35-3615 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-69-7763                    TCGA-69-7764 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7158                    TCGA-78-7159 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-99-7458 
  "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-05-5715                    TCGA-35-3615 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  2(1Q21.3) WILD-TYPE" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-69-7763                    TCGA-69-7764 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7158                    TCGA-78-7159 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  2(1Q21.3) WILD-TYPE"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  2(1Q21.3) MUTATED"   "AMP PEAK  2(1Q21.3) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "AMP PEAK  2(1Q21.3) MUTATED" "AMP PEAK  2(1Q21.3) WILD-TYPE" 
                   TCGA-99-7458 
  "AMP PEAK  2(1Q21.3) MUTATED" 
[1] "hr=" "1.1"
D2V2, continuous
D2V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  2(1Q21.3) MUTATED     80   87
  AMP PEAK  2(1Q21.3) WILD-TYPE   18   38
        clus
vv       AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE
  FEMALE                          87                            38
  MALE                            80                            18
D2V4, continuous
D2V5, multiclass
D2V6, multiclass
    clus
vv   AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE
  T1                          44                            16
  T2                          94                            36
  T3                          15                             2
  T4                          13                             2
D2V7, multiclass
       clus
vv      AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE
  N0                             95                            37
  N1                             36                             7
  N2+N3                          31                            11
D2V8, multiclass
    clus
vv   AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE
  M0                         116                            43
  M1                           6                             2
  MX                          41                            10
D2V9, multiclass
     clus
vv    AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE
  I                            85                            30
  II                           37                            10
  III                          35                            12
  IV                            7                             2
D2V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  2(1Q21.3) MUTATED    154   13
  AMP PEAK  2(1Q21.3) WILD-TYPE   54    2
     clus
vv    AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE
  NO                           13                             2
  YES                         154                            54
D2V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  2(1Q21.3) MUTATED    137   30
  AMP PEAK  2(1Q21.3) WILD-TYPE   50    6
     clus
vv    AMP PEAK  2(1Q21.3) MUTATED AMP PEAK  2(1Q21.3) WILD-TYPE
  NO                           30                             6
  YES                         137                            50
D2V12, continuous
D2V13, continuous
D2V14, multiclass
                                             clus
vv                                            AMP PEAK  2(1Q21.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          57
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               50
  CURRENT SMOKER                                                       33
  LIFELONG NON-SMOKER                                                  19
                                             clus
vv                                            AMP PEAK  2(1Q21.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            12
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 17
  CURRENT SMOKER                                                         12
  LIFELONG NON-SMOKER                                                    13
D2V15, continuous

Clustering(3) Variable = Amp Peak  3(3p11.1) mutation analysis
D3V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  3(3P11.1) MUTATED"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  3(3P11.1) MUTATED"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  3(3P11.1) MUTATED"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  3(3P11.1) WILD-TYPE"   "AMP PEAK  3(3P11.1) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  3(3P11.1) MUTATED" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  3(3P11.1) WILD-TYPE" "AMP PEAK  3(3P11.1) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  3(3P11.1) WILD-TYPE" 
[1] "hr=" "1.1"
D3V2, continuous
D3V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  3(3P11.1) MUTATED     15   12
  AMP PEAK  3(3P11.1) WILD-TYPE   83  113
        clus
vv       AMP PEAK  3(3P11.1) MUTATED AMP PEAK  3(3P11.1) WILD-TYPE
  FEMALE                          12                           113
  MALE                            15                            83
D3V4, continuous
D3V5, multiclass
D3V6, multiclass
    clus
vv   AMP PEAK  3(3P11.1) MUTATED AMP PEAK  3(3P11.1) WILD-TYPE
  T1                           9                            51
  T2                          10                           120
  T3                           5                            12
  T4                           3                            12
D3V7, multiclass
       clus
vv      AMP PEAK  3(3P11.1) MUTATED AMP PEAK  3(3P11.1) WILD-TYPE
  N0                             14                           118
  N1                              9                            34
  N2+N3                           4                            38
D3V8, multiclass
    clus
vv   AMP PEAK  3(3P11.1) MUTATED AMP PEAK  3(3P11.1) WILD-TYPE
  M0                          20                           139
  M1                           1                             7
  MX                           6                            45
D3V9, multiclass
     clus
vv    AMP PEAK  3(3P11.1) MUTATED AMP PEAK  3(3P11.1) WILD-TYPE
  I                            10                           105
  II                           10                            37
  III                           6                            41
  IV                            1                             8
D3V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  3(3P11.1) MUTATED     26    1
  AMP PEAK  3(3P11.1) WILD-TYPE  182   14
     clus
vv    AMP PEAK  3(3P11.1) MUTATED AMP PEAK  3(3P11.1) WILD-TYPE
  NO                            1                            14
  YES                          26                           182
D3V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  3(3P11.1) MUTATED     22    5
  AMP PEAK  3(3P11.1) WILD-TYPE  165   31
     clus
vv    AMP PEAK  3(3P11.1) MUTATED AMP PEAK  3(3P11.1) WILD-TYPE
  NO                            5                            31
  YES                          22                           165
D3V12, continuous
D3V13, continuous
D3V14, multiclass
                                             clus
vv                                            AMP PEAK  3(3P11.1) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          11
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                4
  CURRENT SMOKER                                                        9
  LIFELONG NON-SMOKER                                                   2
                                             clus
vv                                            AMP PEAK  3(3P11.1) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            58
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 63
  CURRENT SMOKER                                                         36
  LIFELONG NON-SMOKER                                                    30
D3V15, continuous

Clustering(4) Variable = Amp Peak  4(3q26.2) mutation analysis
D4V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  4(3Q26.2) MUTATED"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "AMP PEAK  4(3Q26.2) MUTATED" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  4(3Q26.2) WILD-TYPE"   "AMP PEAK  4(3Q26.2) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  4(3Q26.2) WILD-TYPE" "AMP PEAK  4(3Q26.2) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  4(3Q26.2) WILD-TYPE" 
[1] "hr=" "1.2"
D4V2, continuous
D4V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  4(3Q26.2) MUTATED     28   41
  AMP PEAK  4(3Q26.2) WILD-TYPE   70   84
        clus
vv       AMP PEAK  4(3Q26.2) MUTATED AMP PEAK  4(3Q26.2) WILD-TYPE
  FEMALE                          41                            84
  MALE                            28                            70
D4V4, continuous
D4V5, multiclass
D4V6, multiclass
    clus
vv   AMP PEAK  4(3Q26.2) MUTATED AMP PEAK  4(3Q26.2) WILD-TYPE
  T1                          19                            41
  T2                          39                            91
  T3                           8                             9
  T4                           3                            12
D4V7, multiclass
       clus
vv      AMP PEAK  4(3Q26.2) MUTATED AMP PEAK  4(3Q26.2) WILD-TYPE
  N0                             40                            92
  N1                             14                            29
  N2+N3                          13                            29
D4V8, multiclass
    clus
vv   AMP PEAK  4(3Q26.2) MUTATED AMP PEAK  4(3Q26.2) WILD-TYPE
  M0                          48                           111
  M1                           2                             6
  MX                          19                            32
D4V9, multiclass
     clus
vv    AMP PEAK  4(3Q26.2) MUTATED AMP PEAK  4(3Q26.2) WILD-TYPE
  I                            35                            80
  II                           18                            29
  III                          14                            33
  IV                            2                             7
D4V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  4(3Q26.2) MUTATED     66    3
  AMP PEAK  4(3Q26.2) WILD-TYPE  142   12
     clus
vv    AMP PEAK  4(3Q26.2) MUTATED AMP PEAK  4(3Q26.2) WILD-TYPE
  NO                            3                            12
  YES                          66                           142
D4V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  4(3Q26.2) MUTATED     58   11
  AMP PEAK  4(3Q26.2) WILD-TYPE  129   25
     clus
vv    AMP PEAK  4(3Q26.2) MUTATED AMP PEAK  4(3Q26.2) WILD-TYPE
  NO                           11                            25
  YES                          58                           129
D4V12, continuous
D4V13, continuous
D4V14, multiclass
                                             clus
vv                                            AMP PEAK  4(3Q26.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          22
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               15
  CURRENT SMOKER                                                       20
  LIFELONG NON-SMOKER                                                  10
                                             clus
vv                                            AMP PEAK  4(3Q26.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            47
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 52
  CURRENT SMOKER                                                         25
  LIFELONG NON-SMOKER                                                    22
D4V15, continuous

Clustering(5) Variable = Amp Peak  5(5p15.33) mutation analysis
D5V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-38-4626                     TCGA-38-4627 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-7727                     TCGA-55-7728 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7166                     TCGA-78-7167 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-99-7458 
  "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-38-4626                     TCGA-38-4627 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-7727                     TCGA-55-7728 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7166                     TCGA-78-7167 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-99-7458 
  "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-38-4626                     TCGA-38-4627 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-7727                     TCGA-55-7728 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7166                     TCGA-78-7167 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK  5(5P15.33) WILD-TYPE" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK  5(5P15.33) WILD-TYPE"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK  5(5P15.33) MUTATED"   "AMP PEAK  5(5P15.33) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "AMP PEAK  5(5P15.33) MUTATED" "AMP PEAK  5(5P15.33) WILD-TYPE" 
                    TCGA-99-7458 
  "AMP PEAK  5(5P15.33) MUTATED" 
[1] "hr=" "1.2"
D5V2, continuous
D5V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK  5(5P15.33) MUTATED     56   89
  AMP PEAK  5(5P15.33) WILD-TYPE   42   36
        clus
vv       AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE
  FEMALE                           89                             36
  MALE                             56                             42
D5V4, continuous
D5V5, multiclass
D5V6, multiclass
    clus
vv   AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE
  T1                           46                             14
  T2                           79                             51
  T3                            8                              9
  T4                           11                              4
D5V7, multiclass
       clus
vv      AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE
  N0                              84                             48
  N1                              27                             16
  N2+N3                           28                             14
D5V8, multiclass
    clus
vv   AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE
  M0                          103                             56
  M1                            5                              3
  MX                           33                             18
D5V9, multiclass
     clus
vv    AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE
  I                             77                             38
  II                            28                             19
  III                           31                             16
  IV                             6                              3
D5V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK  5(5P15.33) MUTATED    133   12
  AMP PEAK  5(5P15.33) WILD-TYPE   75    3
     clus
vv    AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE
  NO                            12                              3
  YES                          133                             75
D5V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK  5(5P15.33) MUTATED    123   22
  AMP PEAK  5(5P15.33) WILD-TYPE   64   14
     clus
vv    AMP PEAK  5(5P15.33) MUTATED AMP PEAK  5(5P15.33) WILD-TYPE
  NO                            22                             14
  YES                          123                             64
D5V12, continuous
D5V13, continuous
D5V14, multiclass
                                             clus
vv                                            AMP PEAK  5(5P15.33) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           50
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                39
  CURRENT SMOKER                                                        30
  LIFELONG NON-SMOKER                                                   20
                                             clus
vv                                            AMP PEAK  5(5P15.33) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             19
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  28
  CURRENT SMOKER                                                          15
  LIFELONG NON-SMOKER                                                     12
D5V15, continuous

Clustering(6) Variable = Amp Peak  6(5p13.2) mutation analysis
D6V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-05-4430                    TCGA-05-4432 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-7727                    TCGA-55-7728 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-67-6216                    TCGA-67-6217 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-05-4430                    TCGA-05-4432 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-7727                    TCGA-55-7728 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-67-6216                    TCGA-67-6217 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-05-4430                    TCGA-05-4432 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-7727                    TCGA-55-7728 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-67-6216                    TCGA-67-6217 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  6(5P13.2) WILD-TYPE" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  6(5P13.2) WILD-TYPE"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  6(5P13.2) MUTATED"   "AMP PEAK  6(5P13.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "AMP PEAK  6(5P13.2) MUTATED" "AMP PEAK  6(5P13.2) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  6(5P13.2) WILD-TYPE" 
[1] "hr=" "1.6"
D6V2, continuous
D6V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  6(5P13.2) MUTATED     50   82
  AMP PEAK  6(5P13.2) WILD-TYPE   48   43
        clus
vv       AMP PEAK  6(5P13.2) MUTATED AMP PEAK  6(5P13.2) WILD-TYPE
  FEMALE                          82                            43
  MALE                            50                            48
D6V4, continuous
D6V5, multiclass
D6V6, multiclass
    clus
vv   AMP PEAK  6(5P13.2) MUTATED AMP PEAK  6(5P13.2) WILD-TYPE
  T1                          44                            16
  T2                          72                            58
  T3                           7                            10
  T4                           8                             7
D6V7, multiclass
       clus
vv      AMP PEAK  6(5P13.2) MUTATED AMP PEAK  6(5P13.2) WILD-TYPE
  N0                             80                            52
  N1                             23                            20
  N2+N3                          24                            18
D6V8, multiclass
    clus
vv   AMP PEAK  6(5P13.2) MUTATED AMP PEAK  6(5P13.2) WILD-TYPE
  M0                          94                            65
  M1                           3                             5
  MX                          31                            20
D6V9, multiclass
     clus
vv    AMP PEAK  6(5P13.2) MUTATED AMP PEAK  6(5P13.2) WILD-TYPE
  I                            74                            41
  II                           26                            21
  III                          26                            21
  IV                            4                             5
D6V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  6(5P13.2) MUTATED    121   11
  AMP PEAK  6(5P13.2) WILD-TYPE   87    4
     clus
vv    AMP PEAK  6(5P13.2) MUTATED AMP PEAK  6(5P13.2) WILD-TYPE
  NO                           11                             4
  YES                         121                            87
D6V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  6(5P13.2) MUTATED    109   23
  AMP PEAK  6(5P13.2) WILD-TYPE   78   13
     clus
vv    AMP PEAK  6(5P13.2) MUTATED AMP PEAK  6(5P13.2) WILD-TYPE
  NO                           23                            13
  YES                         109                            78
D6V12, continuous
D6V13, continuous
D6V14, multiclass
                                             clus
vv                                            AMP PEAK  6(5P13.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          45
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               36
  CURRENT SMOKER                                                       27
  LIFELONG NON-SMOKER                                                  18
                                             clus
vv                                            AMP PEAK  6(5P13.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            24
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 31
  CURRENT SMOKER                                                         18
  LIFELONG NON-SMOKER                                                    14
D6V15, continuous

Clustering(7) Variable = Amp Peak  7(6p21.1) mutation analysis
D7V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"AMP PEAK  7(6P21.1) WILD-TYPE" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
  "AMP PEAK  7(6P21.1) MUTATED"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  7(6P21.1) WILD-TYPE"   "AMP PEAK  7(6P21.1) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
  "AMP PEAK  7(6P21.1) MUTATED" "AMP PEAK  7(6P21.1) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  7(6P21.1) WILD-TYPE" 
[1] "hr=" "1"  
D7V2, continuous
D7V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  7(6P21.1) MUTATED     31   47
  AMP PEAK  7(6P21.1) WILD-TYPE   67   78
        clus
vv       AMP PEAK  7(6P21.1) MUTATED AMP PEAK  7(6P21.1) WILD-TYPE
  FEMALE                          47                            78
  MALE                            31                            67
D7V4, continuous
D7V5, multiclass
D7V6, multiclass
    clus
vv   AMP PEAK  7(6P21.1) MUTATED AMP PEAK  7(6P21.1) WILD-TYPE
  T1                          28                            32
  T2                          38                            92
  T3                           5                            12
  T4                           7                             8
D7V7, multiclass
       clus
vv      AMP PEAK  7(6P21.1) MUTATED AMP PEAK  7(6P21.1) WILD-TYPE
  N0                             49                            83
  N1                             12                            31
  N2+N3                          15                            27
D7V8, multiclass
    clus
vv   AMP PEAK  7(6P21.1) MUTATED AMP PEAK  7(6P21.1) WILD-TYPE
  M0                          50                           109
  M1                           2                             6
  MX                          24                            27
D7V9, multiclass
     clus
vv    AMP PEAK  7(6P21.1) MUTATED AMP PEAK  7(6P21.1) WILD-TYPE
  I                            44                            71
  II                           15                            32
  III                          15                            32
  IV                            3                             6
D7V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  7(6P21.1) MUTATED     73    5
  AMP PEAK  7(6P21.1) WILD-TYPE  135   10
     clus
vv    AMP PEAK  7(6P21.1) MUTATED AMP PEAK  7(6P21.1) WILD-TYPE
  NO                            5                            10
  YES                          73                           135
D7V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  7(6P21.1) MUTATED     63   15
  AMP PEAK  7(6P21.1) WILD-TYPE  124   21
     clus
vv    AMP PEAK  7(6P21.1) MUTATED AMP PEAK  7(6P21.1) WILD-TYPE
  NO                           15                            21
  YES                          63                           124
D7V12, continuous
D7V13, continuous
D7V14, multiclass
                                             clus
vv                                            AMP PEAK  7(6P21.1) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          20
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               21
  CURRENT SMOKER                                                       25
  LIFELONG NON-SMOKER                                                   7
                                             clus
vv                                            AMP PEAK  7(6P21.1) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            49
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 46
  CURRENT SMOKER                                                         20
  LIFELONG NON-SMOKER                                                    25
D7V15, continuous

Clustering(8) Variable = Amp Peak  8(7p21.1) mutation analysis
D8V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  8(7P21.1) MUTATED" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  8(7P21.1) WILD-TYPE"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  8(7P21.1) MUTATED"   "AMP PEAK  8(7P21.1) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  8(7P21.1) WILD-TYPE" "AMP PEAK  8(7P21.1) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  8(7P21.1) WILD-TYPE" 
[1] "hr=" "1.2"
D8V2, continuous
D8V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  8(7P21.1) MUTATED     51   73
  AMP PEAK  8(7P21.1) WILD-TYPE   47   52
        clus
vv       AMP PEAK  8(7P21.1) MUTATED AMP PEAK  8(7P21.1) WILD-TYPE
  FEMALE                          73                            52
  MALE                            51                            47
D8V4, continuous
D8V5, multiclass
D8V6, multiclass
    clus
vv   AMP PEAK  8(7P21.1) MUTATED AMP PEAK  8(7P21.1) WILD-TYPE
  T1                          29                            31
  T2                          77                            53
  T3                          10                             7
  T4                           7                             8
D8V7, multiclass
       clus
vv      AMP PEAK  8(7P21.1) MUTATED AMP PEAK  8(7P21.1) WILD-TYPE
  N0                             63                            69
  N1                             25                            18
  N2+N3                          31                            11
D8V8, multiclass
    clus
vv   AMP PEAK  8(7P21.1) MUTATED AMP PEAK  8(7P21.1) WILD-TYPE
  M0                          88                            71
  M1                           5                             3
  MX                          27                            24
D8V9, multiclass
     clus
vv    AMP PEAK  8(7P21.1) MUTATED AMP PEAK  8(7P21.1) WILD-TYPE
  I                            58                            57
  II                           28                            19
  III                          29                            18
  IV                            6                             3
D8V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  8(7P21.1) MUTATED    115    9
  AMP PEAK  8(7P21.1) WILD-TYPE   93    6
     clus
vv    AMP PEAK  8(7P21.1) MUTATED AMP PEAK  8(7P21.1) WILD-TYPE
  NO                            9                             6
  YES                         115                            93
D8V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  8(7P21.1) MUTATED    100   24
  AMP PEAK  8(7P21.1) WILD-TYPE   87   12
     clus
vv    AMP PEAK  8(7P21.1) MUTATED AMP PEAK  8(7P21.1) WILD-TYPE
  NO                           24                            12
  YES                         100                            87
D8V12, continuous
D8V13, continuous
D8V14, multiclass
                                             clus
vv                                            AMP PEAK  8(7P21.1) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          41
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               34
  CURRENT SMOKER                                                       21
  LIFELONG NON-SMOKER                                                  23
                                             clus
vv                                            AMP PEAK  8(7P21.1) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            28
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 33
  CURRENT SMOKER                                                         24
  LIFELONG NON-SMOKER                                                     9
D8V15, continuous

Clustering(9) Variable = Amp Peak  9(7p11.2) mutation analysis
D9V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK  9(7P11.2) MUTATED" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK  9(7P11.2) WILD-TYPE"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK  9(7P11.2) MUTATED"   "AMP PEAK  9(7P11.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK  9(7P11.2) WILD-TYPE" "AMP PEAK  9(7P11.2) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK  9(7P11.2) WILD-TYPE" 
[1] "hr=" "1.4"
D9V2, continuous
D9V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  9(7P11.2) MUTATED     49   68
  AMP PEAK  9(7P11.2) WILD-TYPE   49   57
        clus
vv       AMP PEAK  9(7P11.2) MUTATED AMP PEAK  9(7P11.2) WILD-TYPE
  FEMALE                          68                            57
  MALE                            49                            49
D9V4, continuous
D9V5, multiclass
D9V6, multiclass
    clus
vv   AMP PEAK  9(7P11.2) MUTATED AMP PEAK  9(7P11.2) WILD-TYPE
  T1                          26                            34
  T2                          72                            58
  T3                          11                             6
  T4                           7                             8
D9V7, multiclass
       clus
vv      AMP PEAK  9(7P11.2) MUTATED AMP PEAK  9(7P11.2) WILD-TYPE
  N0                             57                            75
  N1                             24                            19
  N2+N3                          31                            11
D9V8, multiclass
    clus
vv   AMP PEAK  9(7P11.2) MUTATED AMP PEAK  9(7P11.2) WILD-TYPE
  M0                          84                            75
  M1                           5                             3
  MX                          24                            27
D9V9, multiclass
     clus
vv    AMP PEAK  9(7P11.2) MUTATED AMP PEAK  9(7P11.2) WILD-TYPE
  I                            53                            62
  II                           26                            21
  III                          29                            18
  IV                            6                             3
D9V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  9(7P11.2) MUTATED    110    7
  AMP PEAK  9(7P11.2) WILD-TYPE   98    8
     clus
vv    AMP PEAK  9(7P11.2) MUTATED AMP PEAK  9(7P11.2) WILD-TYPE
  NO                            7                             8
  YES                         110                            98
D9V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK  9(7P11.2) MUTATED     97   20
  AMP PEAK  9(7P11.2) WILD-TYPE   90   16
     clus
vv    AMP PEAK  9(7P11.2) MUTATED AMP PEAK  9(7P11.2) WILD-TYPE
  NO                           20                            16
  YES                          97                            90
D9V12, continuous
D9V13, continuous
D9V14, multiclass
                                             clus
vv                                            AMP PEAK  9(7P11.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          38
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               30
  CURRENT SMOKER                                                       23
  LIFELONG NON-SMOKER                                                  21
                                             clus
vv                                            AMP PEAK  9(7P11.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            31
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 37
  CURRENT SMOKER                                                         22
  LIFELONG NON-SMOKER                                                    11
D9V15, continuous

Clustering(10) Variable = Amp Peak 10(7q31.2) mutation analysis
D10V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-6145                    TCGA-44-6146 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "AMP PEAK 10(7Q31.2) MUTATED" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK 10(7Q31.2) WILD-TYPE"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK 10(7Q31.2) MUTATED"   "AMP PEAK 10(7Q31.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK 10(7Q31.2) WILD-TYPE" "AMP PEAK 10(7Q31.2) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK 10(7Q31.2) WILD-TYPE" 
[1] "hr=" "1.1"
D10V2, continuous
D10V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK 10(7Q31.2) MUTATED     37   51
  AMP PEAK 10(7Q31.2) WILD-TYPE   61   74
        clus
vv       AMP PEAK 10(7Q31.2) MUTATED AMP PEAK 10(7Q31.2) WILD-TYPE
  FEMALE                          51                            74
  MALE                            37                            61
D10V4, continuous
D10V5, multiclass
D10V6, multiclass
    clus
vv   AMP PEAK 10(7Q31.2) MUTATED AMP PEAK 10(7Q31.2) WILD-TYPE
  T1                          22                            38
  T2                          52                            78
  T3                           9                             8
  T4                           4                            11
D10V7, multiclass
       clus
vv      AMP PEAK 10(7Q31.2) MUTATED AMP PEAK 10(7Q31.2) WILD-TYPE
  N0                             44                            88
  N1                             17                            26
  N2+N3                          22                            20
D10V8, multiclass
    clus
vv   AMP PEAK 10(7Q31.2) MUTATED AMP PEAK 10(7Q31.2) WILD-TYPE
  M0                          58                           101
  M1                           5                             3
  MX                          21                            30
D10V9, multiclass
     clus
vv    AMP PEAK 10(7Q31.2) MUTATED AMP PEAK 10(7Q31.2) WILD-TYPE
  I                            42                            73
  II                           17                            30
  III                          20                            27
  IV                            6                             3
D10V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK 10(7Q31.2) MUTATED     81    7
  AMP PEAK 10(7Q31.2) WILD-TYPE  127    8
     clus
vv    AMP PEAK 10(7Q31.2) MUTATED AMP PEAK 10(7Q31.2) WILD-TYPE
  NO                            7                             8
  YES                          81                           127
D10V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK 10(7Q31.2) MUTATED     73   15
  AMP PEAK 10(7Q31.2) WILD-TYPE  114   21
     clus
vv    AMP PEAK 10(7Q31.2) MUTATED AMP PEAK 10(7Q31.2) WILD-TYPE
  NO                           15                            21
  YES                          73                           114
D10V12, continuous
D10V13, continuous
D10V14, multiclass
                                             clus
vv                                            AMP PEAK 10(7Q31.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          32
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               22
  CURRENT SMOKER                                                       18
  LIFELONG NON-SMOKER                                                  13
                                             clus
vv                                            AMP PEAK 10(7Q31.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            37
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 45
  CURRENT SMOKER                                                         27
  LIFELONG NON-SMOKER                                                    19
D10V15, continuous

Clustering(11) Variable = Amp Peak 11(8p11.21) mutation analysis
D11V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 11(8P11.21) MUTATED"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "AMP PEAK 11(8P11.21) MUTATED" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 11(8P11.21) WILD-TYPE"   "AMP PEAK 11(8P11.21) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 11(8P11.21) WILD-TYPE" 
[1] "hr=" "1.2"
D11V2, continuous
D11V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 11(8P11.21) MUTATED     30   33
  AMP PEAK 11(8P11.21) WILD-TYPE   68   92
        clus
vv       AMP PEAK 11(8P11.21) MUTATED AMP PEAK 11(8P11.21) WILD-TYPE
  FEMALE                           33                             92
  MALE                             30                             68
D11V4, continuous
[1] "Remove cluster labels:"       "AMP PEAK 11(8P11.21) MUTATED"
clus
  AMP PEAK 11(8P11.21) MUTATED AMP PEAK 11(8P11.21) WILD-TYPE 
                             1                             16 
                    TCGA-55-7283                     TCGA-55-7573 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-55-7725                     TCGA-55-7914 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1681 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-64-5778                     TCGA-71-6725 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-73-4659                     TCGA-73-4662 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-75-5122                     TCGA-86-7713 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-86-7714                     TCGA-91-6849 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
                    TCGA-93-7348                     TCGA-99-7458 
"AMP PEAK 11(8P11.21) WILD-TYPE" "AMP PEAK 11(8P11.21) WILD-TYPE" 
D11V5, multiclass
D11V6, multiclass
    clus
vv   AMP PEAK 11(8P11.21) MUTATED AMP PEAK 11(8P11.21) WILD-TYPE
  T1                           16                             44
  T2                           34                             96
  T3                            7                             10
  T4                            6                              9
D11V7, multiclass
       clus
vv      AMP PEAK 11(8P11.21) MUTATED AMP PEAK 11(8P11.21) WILD-TYPE
  N0                              35                             97
  N1                              10                             33
  N2+N3                           16                             26
D11V8, multiclass
    clus
vv   AMP PEAK 11(8P11.21) MUTATED AMP PEAK 11(8P11.21) WILD-TYPE
  M0                           46                            113
  M1                            1                              7
  MX                           16                             35
D11V9, multiclass
     clus
vv    AMP PEAK 11(8P11.21) MUTATED AMP PEAK 11(8P11.21) WILD-TYPE
  I                             29                             86
  II                            15                             32
  III                           18                             29
  IV                             1                              8
D11V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 11(8P11.21) MUTATED     57    6
  AMP PEAK 11(8P11.21) WILD-TYPE  151    9
     clus
vv    AMP PEAK 11(8P11.21) MUTATED AMP PEAK 11(8P11.21) WILD-TYPE
  NO                             6                              9
  YES                           57                            151
D11V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 11(8P11.21) MUTATED     54    9
  AMP PEAK 11(8P11.21) WILD-TYPE  133   27
     clus
vv    AMP PEAK 11(8P11.21) MUTATED AMP PEAK 11(8P11.21) WILD-TYPE
  NO                             9                             27
  YES                           54                            133
D11V12, continuous
D11V13, continuous
D11V14, multiclass
                                             clus
vv                                            AMP PEAK 11(8P11.21) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           20
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                16
  CURRENT SMOKER                                                        18
  LIFELONG NON-SMOKER                                                    6
                                             clus
vv                                            AMP PEAK 11(8P11.21) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             49
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  51
  CURRENT SMOKER                                                          27
  LIFELONG NON-SMOKER                                                     26
D11V15, continuous

Clustering(12) Variable = Amp Peak 12(8p11.21) mutation analysis
D12V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 12(8P11.21) MUTATED"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 12(8P11.21) WILD-TYPE"   "AMP PEAK 12(8P11.21) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 12(8P11.21) MUTATED" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 12(8P11.21) WILD-TYPE" 
[1] "hr=" "1.3"
D12V2, continuous
D12V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 12(8P11.21) MUTATED     32   36
  AMP PEAK 12(8P11.21) WILD-TYPE   66   89
        clus
vv       AMP PEAK 12(8P11.21) MUTATED AMP PEAK 12(8P11.21) WILD-TYPE
  FEMALE                           36                             89
  MALE                             32                             66
D12V4, continuous
[1] "Remove cluster labels:"       "AMP PEAK 12(8P11.21) MUTATED"
clus
  AMP PEAK 12(8P11.21) MUTATED AMP PEAK 12(8P11.21) WILD-TYPE 
                             2                             15 
                    TCGA-55-7283                     TCGA-55-7573 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-55-7725                     TCGA-55-7914 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1681 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-64-5778                     TCGA-71-6725 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-75-5122 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-86-7713                     TCGA-86-7714 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-93-7348 
"AMP PEAK 12(8P11.21) WILD-TYPE" "AMP PEAK 12(8P11.21) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 12(8P11.21) WILD-TYPE" 
D12V5, multiclass
D12V6, multiclass
    clus
vv   AMP PEAK 12(8P11.21) MUTATED AMP PEAK 12(8P11.21) WILD-TYPE
  T1                           20                             40
  T2                           37                             93
  T3                            5                             12
  T4                            6                              9
D12V7, multiclass
       clus
vv      AMP PEAK 12(8P11.21) MUTATED AMP PEAK 12(8P11.21) WILD-TYPE
  N0                              38                             94
  N1                              11                             32
  N2+N3                           17                             25
D12V8, multiclass
    clus
vv   AMP PEAK 12(8P11.21) MUTATED AMP PEAK 12(8P11.21) WILD-TYPE
  M0                           50                            109
  M1                            2                              6
  MX                           16                             35
D12V9, multiclass
     clus
vv    AMP PEAK 12(8P11.21) MUTATED AMP PEAK 12(8P11.21) WILD-TYPE
  I                             34                             81
  II                            13                             34
  III                           19                             28
  IV                             2                              7
D12V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 12(8P11.21) MUTATED     62    6
  AMP PEAK 12(8P11.21) WILD-TYPE  146    9
     clus
vv    AMP PEAK 12(8P11.21) MUTATED AMP PEAK 12(8P11.21) WILD-TYPE
  NO                             6                              9
  YES                           62                            146
D12V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 12(8P11.21) MUTATED     60    8
  AMP PEAK 12(8P11.21) WILD-TYPE  127   28
     clus
vv    AMP PEAK 12(8P11.21) MUTATED AMP PEAK 12(8P11.21) WILD-TYPE
  NO                             8                             28
  YES                           60                            127
D12V12, continuous
D12V13, continuous
D12V14, multiclass
                                             clus
vv                                            AMP PEAK 12(8P11.21) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           19
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                18
  CURRENT SMOKER                                                        22
  LIFELONG NON-SMOKER                                                    6
                                             clus
vv                                            AMP PEAK 12(8P11.21) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             50
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  49
  CURRENT SMOKER                                                          23
  LIFELONG NON-SMOKER                                                     26
D12V15, continuous

Clustering(13) Variable = Amp Peak 13(8q11.1) mutation analysis
D13V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6971                    TCGA-55-6972 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "AMP PEAK 13(8Q11.1) MUTATED"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"AMP PEAK 13(8Q11.1) WILD-TYPE"   "AMP PEAK 13(8Q11.1) MUTATED" 
                   TCGA-97-7554                    TCGA-97-7937 
  "AMP PEAK 13(8Q11.1) MUTATED" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"AMP PEAK 13(8Q11.1) WILD-TYPE" "AMP PEAK 13(8Q11.1) WILD-TYPE" 
                   TCGA-99-7458 
"AMP PEAK 13(8Q11.1) WILD-TYPE" 
[1] "hr=" "1.2"
D13V2, continuous
D13V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK 13(8Q11.1) MUTATED     41   54
  AMP PEAK 13(8Q11.1) WILD-TYPE   57   71
        clus
vv       AMP PEAK 13(8Q11.1) MUTATED AMP PEAK 13(8Q11.1) WILD-TYPE
  FEMALE                          54                            71
  MALE                            41                            57
D13V4, continuous
D13V5, multiclass
D13V6, multiclass
    clus
vv   AMP PEAK 13(8Q11.1) MUTATED AMP PEAK 13(8Q11.1) WILD-TYPE
  T1                          28                            32
  T2                          56                            74
  T3                           4                            13
  T4                           7                             8
D13V7, multiclass
       clus
vv      AMP PEAK 13(8Q11.1) MUTATED AMP PEAK 13(8Q11.1) WILD-TYPE
  N0                             51                            81
  N1                             19                            24
  N2+N3                          22                            20
D13V8, multiclass
    clus
vv   AMP PEAK 13(8Q11.1) MUTATED AMP PEAK 13(8Q11.1) WILD-TYPE
  M0                          67                            92
  M1                           3                             5
  MX                          24                            27
D13V9, multiclass
     clus
vv    AMP PEAK 13(8Q11.1) MUTATED AMP PEAK 13(8Q11.1) WILD-TYPE
  I                            46                            69
  II                           20                            27
  III                          25                            22
  IV                            3                             6
D13V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK 13(8Q11.1) MUTATED     87    8
  AMP PEAK 13(8Q11.1) WILD-TYPE  121    7
     clus
vv    AMP PEAK 13(8Q11.1) MUTATED AMP PEAK 13(8Q11.1) WILD-TYPE
  NO                            8                             7
  YES                          87                           121
D13V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  AMP PEAK 13(8Q11.1) MUTATED     86    9
  AMP PEAK 13(8Q11.1) WILD-TYPE  101   27
     clus
vv    AMP PEAK 13(8Q11.1) MUTATED AMP PEAK 13(8Q11.1) WILD-TYPE
  NO                            9                            27
  YES                          86                           101
D13V12, continuous
D13V13, continuous
D13V14, multiclass
                                             clus
vv                                            AMP PEAK 13(8Q11.1) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          27
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               22
  CURRENT SMOKER                                                       30
  LIFELONG NON-SMOKER                                                  11
                                             clus
vv                                            AMP PEAK 13(8Q11.1) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            42
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 45
  CURRENT SMOKER                                                         15
  LIFELONG NON-SMOKER                                                    21
D13V15, continuous

Clustering(14) Variable = Amp Peak 14(8q24.21) mutation analysis
D14V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7153                     TCGA-78-7154 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7153                     TCGA-78-7154 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 14(8Q24.21) WILD-TYPE" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7153                     TCGA-78-7154 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 14(8Q24.21) WILD-TYPE"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 14(8Q24.21) MUTATED"   "AMP PEAK 14(8Q24.21) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "AMP PEAK 14(8Q24.21) MUTATED" "AMP PEAK 14(8Q24.21) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 14(8Q24.21) WILD-TYPE" 
[1] "hr=" "1.5"
D14V2, continuous
D14V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 14(8Q24.21) MUTATED     62   84
  AMP PEAK 14(8Q24.21) WILD-TYPE   36   41
        clus
vv       AMP PEAK 14(8Q24.21) MUTATED AMP PEAK 14(8Q24.21) WILD-TYPE
  FEMALE                           84                             41
  MALE                             62                             36
D14V4, continuous
D14V5, multiclass
D14V6, multiclass
    clus
vv   AMP PEAK 14(8Q24.21) MUTATED AMP PEAK 14(8Q24.21) WILD-TYPE
  T1                           36                             24
  T2                           91                             39
  T3                           11                              6
  T4                            8                              7
D14V7, multiclass
       clus
vv      AMP PEAK 14(8Q24.21) MUTATED AMP PEAK 14(8Q24.21) WILD-TYPE
  N0                              82                             50
  N1                              29                             14
  N2+N3                           30                             12
D14V8, multiclass
    clus
vv   AMP PEAK 14(8Q24.21) MUTATED AMP PEAK 14(8Q24.21) WILD-TYPE
  M0                          105                             54
  M1                            6                              2
  MX                           33                             18
D14V9, multiclass
     clus
vv    AMP PEAK 14(8Q24.21) MUTATED AMP PEAK 14(8Q24.21) WILD-TYPE
  I                             72                             43
  II                            32                             15
  III                           34                             13
  IV                             6                              3
D14V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 14(8Q24.21) MUTATED    133   13
  AMP PEAK 14(8Q24.21) WILD-TYPE   75    2
     clus
vv    AMP PEAK 14(8Q24.21) MUTATED AMP PEAK 14(8Q24.21) WILD-TYPE
  NO                            13                              2
  YES                          133                             75
D14V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 14(8Q24.21) MUTATED    124   22
  AMP PEAK 14(8Q24.21) WILD-TYPE   63   14
     clus
vv    AMP PEAK 14(8Q24.21) MUTATED AMP PEAK 14(8Q24.21) WILD-TYPE
  NO                            22                             14
  YES                          124                             63
D14V12, continuous
D14V13, continuous
D14V14, multiclass
                                             clus
vv                                            AMP PEAK 14(8Q24.21) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           45
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                40
  CURRENT SMOKER                                                        37
  LIFELONG NON-SMOKER                                                   18
                                             clus
vv                                            AMP PEAK 14(8Q24.21) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             24
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  27
  CURRENT SMOKER                                                           8
  LIFELONG NON-SMOKER                                                     14
D14V15, continuous

Clustering(15) Variable = Amp Peak 15(11q13.3) mutation analysis
D15V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 15(11Q13.3) MUTATED" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "AMP PEAK 15(11Q13.3) MUTATED"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
"AMP PEAK 15(11Q13.3) WILD-TYPE"   "AMP PEAK 15(11Q13.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 15(11Q13.3) WILD-TYPE" "AMP PEAK 15(11Q13.3) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 15(11Q13.3) WILD-TYPE" 
[1] "hr=" "1.2"
D15V2, continuous
D15V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 15(11Q13.3) MUTATED     35   39
  AMP PEAK 15(11Q13.3) WILD-TYPE   63   86
        clus
vv       AMP PEAK 15(11Q13.3) MUTATED AMP PEAK 15(11Q13.3) WILD-TYPE
  FEMALE                           39                             86
  MALE                             35                             63
D15V4, continuous
D15V5, multiclass
D15V6, multiclass
    clus
vv   AMP PEAK 15(11Q13.3) MUTATED AMP PEAK 15(11Q13.3) WILD-TYPE
  T1                           19                             41
  T2                           44                             86
  T3                            6                             11
  T4                            4                             11
D15V7, multiclass
       clus
vv      AMP PEAK 15(11Q13.3) MUTATED AMP PEAK 15(11Q13.3) WILD-TYPE
  N0                              40                             92
  N1                              15                             28
  N2+N3                           15                             27
D15V8, multiclass
    clus
vv   AMP PEAK 15(11Q13.3) MUTATED AMP PEAK 15(11Q13.3) WILD-TYPE
  M0                           54                            105
  M1                            3                              5
  MX                           15                             36
D15V9, multiclass
     clus
vv    AMP PEAK 15(11Q13.3) MUTATED AMP PEAK 15(11Q13.3) WILD-TYPE
  I                             33                             82
  II                            19                             28
  III                           17                             30
  IV                             3                              6
D15V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 15(11Q13.3) MUTATED     70    4
  AMP PEAK 15(11Q13.3) WILD-TYPE  138   11
     clus
vv    AMP PEAK 15(11Q13.3) MUTATED AMP PEAK 15(11Q13.3) WILD-TYPE
  NO                             4                             11
  YES                           70                            138
D15V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 15(11Q13.3) MUTATED     62   12
  AMP PEAK 15(11Q13.3) WILD-TYPE  125   24
     clus
vv    AMP PEAK 15(11Q13.3) MUTATED AMP PEAK 15(11Q13.3) WILD-TYPE
  NO                            12                             24
  YES                           62                            125
D15V12, continuous
D15V13, continuous
D15V14, multiclass
                                             clus
vv                                            AMP PEAK 15(11Q13.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           26
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                17
  CURRENT SMOKER                                                        23
  LIFELONG NON-SMOKER                                                    6
                                             clus
vv                                            AMP PEAK 15(11Q13.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             43
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  50
  CURRENT SMOKER                                                          22
  LIFELONG NON-SMOKER                                                     26
D15V15, continuous

Clustering(16) Variable = Amp Peak 16(12p12.1) mutation analysis
D16V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "AMP PEAK 16(12P12.1) MUTATED"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 16(12P12.1) WILD-TYPE"   "AMP PEAK 16(12P12.1) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 16(12P12.1) MUTATED" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 16(12P12.1) WILD-TYPE" "AMP PEAK 16(12P12.1) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 16(12P12.1) WILD-TYPE" 
[1] "hr=" "2.1"
D16V2, continuous
D16V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 16(12P12.1) MUTATED     36   38
  AMP PEAK 16(12P12.1) WILD-TYPE   62   87
        clus
vv       AMP PEAK 16(12P12.1) MUTATED AMP PEAK 16(12P12.1) WILD-TYPE
  FEMALE                           38                             87
  MALE                             36                             62
D16V4, continuous
D16V5, multiclass
D16V6, multiclass
    clus
vv   AMP PEAK 16(12P12.1) MUTATED AMP PEAK 16(12P12.1) WILD-TYPE
  T1                           17                             43
  T2                           44                             86
  T3                            9                              8
  T4                            4                             11
D16V7, multiclass
       clus
vv      AMP PEAK 16(12P12.1) MUTATED AMP PEAK 16(12P12.1) WILD-TYPE
  N0                              39                             93
  N1                              17                             26
  N2+N3                           15                             27
D16V8, multiclass
    clus
vv   AMP PEAK 16(12P12.1) MUTATED AMP PEAK 16(12P12.1) WILD-TYPE
  M0                           48                            111
  M1                            3                              5
  MX                           22                             29
D16V9, multiclass
     clus
vv    AMP PEAK 16(12P12.1) MUTATED AMP PEAK 16(12P12.1) WILD-TYPE
  I                             35                             80
  II                            17                             30
  III                           17                             30
  IV                             3                              6
D16V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 16(12P12.1) MUTATED     70    4
  AMP PEAK 16(12P12.1) WILD-TYPE  138   11
     clus
vv    AMP PEAK 16(12P12.1) MUTATED AMP PEAK 16(12P12.1) WILD-TYPE
  NO                             4                             11
  YES                           70                            138
D16V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 16(12P12.1) MUTATED     62   12
  AMP PEAK 16(12P12.1) WILD-TYPE  125   24
     clus
vv    AMP PEAK 16(12P12.1) MUTATED AMP PEAK 16(12P12.1) WILD-TYPE
  NO                            12                             24
  YES                           62                            125
D16V12, continuous
D16V13, continuous
D16V14, multiclass
                                             clus
vv                                            AMP PEAK 16(12P12.1) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           26
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                18
  CURRENT SMOKER                                                        16
  LIFELONG NON-SMOKER                                                   11
                                             clus
vv                                            AMP PEAK 16(12P12.1) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             43
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  49
  CURRENT SMOKER                                                          29
  LIFELONG NON-SMOKER                                                     21
D16V15, continuous

Clustering(17) Variable = Amp Peak 17(12q14.1) mutation analysis
D17V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 17(12Q14.1) WILD-TYPE"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
  "AMP PEAK 17(12Q14.1) MUTATED"   "AMP PEAK 17(12Q14.1) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 17(12Q14.1) MUTATED" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 17(12Q14.1) WILD-TYPE" "AMP PEAK 17(12Q14.1) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 17(12Q14.1) WILD-TYPE" 
[1] "hr=" "2"  
D17V2, continuous
D17V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 17(12Q14.1) MUTATED     32   35
  AMP PEAK 17(12Q14.1) WILD-TYPE   66   90
        clus
vv       AMP PEAK 17(12Q14.1) MUTATED AMP PEAK 17(12Q14.1) WILD-TYPE
  FEMALE                           35                             90
  MALE                             32                             66
D17V4, continuous
D17V5, multiclass
D17V6, multiclass
    clus
vv   AMP PEAK 17(12Q14.1) MUTATED AMP PEAK 17(12Q14.1) WILD-TYPE
  T1                           12                             48
  T2                           42                             88
  T3                            8                              9
  T4                            5                             10
D17V7, multiclass
       clus
vv      AMP PEAK 17(12Q14.1) MUTATED AMP PEAK 17(12Q14.1) WILD-TYPE
  N0                              35                             97
  N1                              18                             25
  N2+N3                           12                             30
D17V8, multiclass
    clus
vv   AMP PEAK 17(12Q14.1) MUTATED AMP PEAK 17(12Q14.1) WILD-TYPE
  M0                           50                            109
  M1                            2                              6
  MX                           15                             36
D17V9, multiclass
     clus
vv    AMP PEAK 17(12Q14.1) MUTATED AMP PEAK 17(12Q14.1) WILD-TYPE
  I                             29                             86
  II                            19                             28
  III                           16                             31
  IV                             2                              7
D17V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 17(12Q14.1) MUTATED     63    4
  AMP PEAK 17(12Q14.1) WILD-TYPE  145   11
     clus
vv    AMP PEAK 17(12Q14.1) MUTATED AMP PEAK 17(12Q14.1) WILD-TYPE
  NO                             4                             11
  YES                           63                            145
D17V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 17(12Q14.1) MUTATED     57   10
  AMP PEAK 17(12Q14.1) WILD-TYPE  130   26
     clus
vv    AMP PEAK 17(12Q14.1) MUTATED AMP PEAK 17(12Q14.1) WILD-TYPE
  NO                            10                             26
  YES                           57                            130
D17V12, continuous
D17V13, continuous
D17V14, multiclass
                                             clus
vv                                            AMP PEAK 17(12Q14.1) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           24
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                14
  CURRENT SMOKER                                                        13
  LIFELONG NON-SMOKER                                                   13
                                             clus
vv                                            AMP PEAK 17(12Q14.1) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             45
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  53
  CURRENT SMOKER                                                          32
  LIFELONG NON-SMOKER                                                     19
D17V15, continuous

Clustering(18) Variable = Amp Peak 18(12q15) mutation analysis
D18V1, survival
                  TCGA-05-4249                   TCGA-05-4382 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4384                   TCGA-05-4390 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4396                   TCGA-05-4398 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-4402                   TCGA-05-4405 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-4415                   TCGA-05-4417 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4418                   TCGA-05-4420 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4424                   TCGA-05-4426 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-4430                   TCGA-05-4432 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4433                   TCGA-05-5420 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-5423                   TCGA-05-5429 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-5715                   TCGA-35-3615 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-38-4626                   TCGA-38-4627 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-38-4628                   TCGA-38-4631 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-38-4632                   TCGA-38-6178 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-2655                   TCGA-44-2656 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-44-2657                   TCGA-44-2659 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-2661                   TCGA-44-2662 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-2665                   TCGA-44-2666 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-3396                   TCGA-44-3919 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-4112                   TCGA-44-5645 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-6145                   TCGA-44-6146 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-6147                   TCGA-44-6774 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-6775                   TCGA-44-6776 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-6777                   TCGA-44-6779 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-44-7659                   TCGA-44-7662 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-7670                   TCGA-44-7671 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-7672                   TCGA-49-4486 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-49-4487                   TCGA-49-4488 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-4490                   TCGA-49-4494 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-49-4501                   TCGA-49-4505 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-49-4506                   TCGA-49-4507 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-4510                   TCGA-49-4512 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-4514                   TCGA-49-6742 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-6744                   TCGA-49-6745 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-6761                   TCGA-50-5044 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5049                   TCGA-50-5051 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-50-5055                   TCGA-50-5068 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5072                   TCGA-50-5931 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-50-5932                   TCGA-50-5933 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5935                   TCGA-50-5936 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5939                   TCGA-50-5941 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5942                   TCGA-50-5944 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-50-6593                   TCGA-50-6595 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-6597                   TCGA-50-6673 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-50-7109                   TCGA-53-7626 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-53-7813                   TCGA-55-1592 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-1594                   TCGA-55-1596 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-55-6543                   TCGA-55-6642 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6712                   TCGA-55-6970 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6971                   TCGA-55-6972 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6978                   TCGA-55-6979 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6980                   TCGA-55-6981 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6982                   TCGA-55-6983 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6985                   TCGA-55-6986 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7281                   TCGA-55-7283 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7573                   TCGA-55-7574 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7576                   TCGA-55-7725 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7727                   TCGA-55-7728 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-55-7815                   TCGA-55-7903 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7907                   TCGA-55-7911 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7914                   TCGA-64-1676 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-64-1677                   TCGA-64-1678 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-64-1679                   TCGA-64-1680 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-64-1681                   TCGA-64-5774 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-64-5775                   TCGA-64-5778 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-64-5781                   TCGA-67-3771 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-67-3772                   TCGA-67-3773 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-67-3774                   TCGA-67-6215 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-67-6216                   TCGA-67-6217 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-69-7760                   TCGA-69-7761 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-69-7763                   TCGA-69-7764 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-69-7765                   TCGA-71-6725 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-73-4658                   TCGA-73-4659 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-73-4662                   TCGA-73-4675 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-73-4676                   TCGA-78-7143 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-78-7145                   TCGA-78-7147 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7148                   TCGA-78-7149 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7150                   TCGA-78-7152 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7153                   TCGA-78-7154 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7155                   TCGA-78-7156 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7158                   TCGA-78-7159 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7160                   TCGA-78-7161 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-78-7162                   TCGA-78-7163 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7166                   TCGA-78-7167 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7535                   TCGA-78-7536 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-78-7537                   TCGA-78-7539 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7540                   TCGA-78-7542 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7633                   TCGA-86-7713 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-91-6828                   TCGA-91-6829 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-91-6835                   TCGA-91-6847 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-91-6849                   TCGA-91-7771 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-93-7347                   TCGA-93-7348 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-95-7039                   TCGA-95-7043 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-95-7567                   TCGA-97-7546 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-97-7552                   TCGA-97-7553 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-97-7554                   TCGA-97-7937 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-97-7938                   TCGA-97-7941 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-99-7458 
"AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-4249                   TCGA-05-4382 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4384                   TCGA-05-4390 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4396                   TCGA-05-4398 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-4402                   TCGA-05-4405 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-4415                   TCGA-05-4417 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4418                   TCGA-05-4420 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4424                   TCGA-05-4426 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-4430                   TCGA-05-4432 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4433                   TCGA-05-5420 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-5423                   TCGA-05-5429 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-5715                   TCGA-35-3615 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-38-4626                   TCGA-38-4627 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-38-4628                   TCGA-38-4631 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-38-4632                   TCGA-38-6178 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-2655                   TCGA-44-2656 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-44-2657                   TCGA-44-2659 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-2661                   TCGA-44-2662 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-2665                   TCGA-44-2666 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-3396                   TCGA-44-3919 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-4112                   TCGA-44-5645 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-6145                   TCGA-44-6146 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-6147                   TCGA-44-6774 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-6775                   TCGA-44-6776 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-6777                   TCGA-44-6779 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-44-7659                   TCGA-44-7662 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-7670                   TCGA-44-7671 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-7672                   TCGA-49-4486 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-49-4487                   TCGA-49-4488 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-4490                   TCGA-49-4494 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-49-4501                   TCGA-49-4505 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-49-4506                   TCGA-49-4507 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-4510                   TCGA-49-4512 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-4514                   TCGA-49-6742 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-6744                   TCGA-49-6745 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-6761                   TCGA-50-5044 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5049                   TCGA-50-5051 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-50-5055                   TCGA-50-5068 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5072                   TCGA-50-5931 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-50-5932                   TCGA-50-5933 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5935                   TCGA-50-5936 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5939                   TCGA-50-5941 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5942                   TCGA-50-5944 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-50-6593                   TCGA-50-6595 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-6597                   TCGA-50-6673 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-50-7109                   TCGA-53-7626 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-53-7813                   TCGA-55-1592 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-1594                   TCGA-55-1596 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-55-6543                   TCGA-55-6642 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6712                   TCGA-55-6970 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6971                   TCGA-55-6972 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6978                   TCGA-55-6979 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6980                   TCGA-55-6981 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6982                   TCGA-55-6983 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6985                   TCGA-55-6986 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7281                   TCGA-55-7283 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7573                   TCGA-55-7574 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7576                   TCGA-55-7725 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7727                   TCGA-55-7728 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-55-7815                   TCGA-55-7903 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7907                   TCGA-55-7911 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7914                   TCGA-64-1676 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-64-1677                   TCGA-64-1678 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-64-1679                   TCGA-64-1680 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-64-1681                   TCGA-64-5774 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-64-5775                   TCGA-64-5778 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-64-5781                   TCGA-67-3771 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-67-3772                   TCGA-67-3773 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-67-3774                   TCGA-67-6215 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-67-6216                   TCGA-67-6217 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-69-7760                   TCGA-69-7761 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-69-7763                   TCGA-69-7764 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-69-7765                   TCGA-71-6725 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-73-4658                   TCGA-73-4659 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-73-4662                   TCGA-73-4675 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-73-4676                   TCGA-78-7143 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-78-7145                   TCGA-78-7147 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7148                   TCGA-78-7149 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7150                   TCGA-78-7152 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7153                   TCGA-78-7154 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7155                   TCGA-78-7156 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7158                   TCGA-78-7159 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7160                   TCGA-78-7161 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-78-7162                   TCGA-78-7163 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7166                   TCGA-78-7167 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7535                   TCGA-78-7536 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-78-7537                   TCGA-78-7539 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7540                   TCGA-78-7542 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7633                   TCGA-86-7713 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-91-6828                   TCGA-91-6829 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-91-6835                   TCGA-91-6847 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-91-6849                   TCGA-91-7771 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-93-7347                   TCGA-93-7348 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-95-7039                   TCGA-95-7043 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-95-7567                   TCGA-97-7546 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-97-7552                   TCGA-97-7553 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-97-7554                   TCGA-97-7937 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-97-7938                   TCGA-97-7941 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-99-7458 
"AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-4249                   TCGA-05-4382 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4384                   TCGA-05-4390 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4396                   TCGA-05-4398 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-4402                   TCGA-05-4405 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-4415                   TCGA-05-4417 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4418                   TCGA-05-4420 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4424                   TCGA-05-4426 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-4430                   TCGA-05-4432 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-4433                   TCGA-05-5420 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-05-5423                   TCGA-05-5429 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-05-5715                   TCGA-35-3615 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-38-4626                   TCGA-38-4627 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-38-4628                   TCGA-38-4631 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-38-4632                   TCGA-38-6178 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-2655                   TCGA-44-2656 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-44-2657                   TCGA-44-2659 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-2661                   TCGA-44-2662 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-2665                   TCGA-44-2666 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-3396                   TCGA-44-3919 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-4112                   TCGA-44-5645 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-6145                   TCGA-44-6146 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-6147                   TCGA-44-6774 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-6775                   TCGA-44-6776 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-6777                   TCGA-44-6779 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-44-7659                   TCGA-44-7662 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-7670                   TCGA-44-7671 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-44-7672                   TCGA-49-4486 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-49-4487                   TCGA-49-4488 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-4490                   TCGA-49-4494 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-49-4501                   TCGA-49-4505 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-49-4506                   TCGA-49-4507 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-4510                   TCGA-49-4512 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-4514                   TCGA-49-6742 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-6744                   TCGA-49-6745 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-49-6761                   TCGA-50-5044 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5049                   TCGA-50-5051 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-50-5055                   TCGA-50-5068 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5072                   TCGA-50-5931 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-50-5932                   TCGA-50-5933 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5935                   TCGA-50-5936 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5939                   TCGA-50-5941 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-5942                   TCGA-50-5944 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-50-6593                   TCGA-50-6595 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-50-6597                   TCGA-50-6673 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-50-7109                   TCGA-53-7626 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-53-7813                   TCGA-55-1592 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-1594                   TCGA-55-1596 
  "AMP PEAK 18(12Q15) MUTATED"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-55-6543                   TCGA-55-6642 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6712                   TCGA-55-6970 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6971                   TCGA-55-6972 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6978                   TCGA-55-6979 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6980                   TCGA-55-6981 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6982                   TCGA-55-6983 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-6985                   TCGA-55-6986 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7281                   TCGA-55-7283 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7573                   TCGA-55-7574 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7576                   TCGA-55-7725 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7727                   TCGA-55-7728 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-55-7815                   TCGA-55-7903 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7907                   TCGA-55-7911 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-55-7914                   TCGA-64-1676 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-64-1677                   TCGA-64-1678 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-64-1679                   TCGA-64-1680 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-64-1681                   TCGA-64-5774 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-64-5775                   TCGA-64-5778 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-64-5781                   TCGA-67-3771 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-67-3772                   TCGA-67-3773 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-67-3774                   TCGA-67-6215 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-67-6216                   TCGA-67-6217 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-69-7760                   TCGA-69-7761 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-69-7763                   TCGA-69-7764 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-69-7765                   TCGA-71-6725 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-73-4658                   TCGA-73-4659 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-73-4662                   TCGA-73-4675 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-73-4676                   TCGA-78-7143 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-78-7145                   TCGA-78-7147 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7148                   TCGA-78-7149 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7150                   TCGA-78-7152 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7153                   TCGA-78-7154 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7155                   TCGA-78-7156 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7158                   TCGA-78-7159 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7160                   TCGA-78-7161 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-78-7162                   TCGA-78-7163 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7166                   TCGA-78-7167 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7535                   TCGA-78-7536 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-78-7537                   TCGA-78-7539 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7540                   TCGA-78-7542 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-78-7633                   TCGA-86-7713 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-91-6828                   TCGA-91-6829 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-91-6835                   TCGA-91-6847 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-91-6849                   TCGA-91-7771 
"AMP PEAK 18(12Q15) WILD-TYPE"   "AMP PEAK 18(12Q15) MUTATED" 
                  TCGA-93-7347                   TCGA-93-7348 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-95-7039                   TCGA-95-7043 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-95-7567                   TCGA-97-7546 
  "AMP PEAK 18(12Q15) MUTATED" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-97-7552                   TCGA-97-7553 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-97-7554                   TCGA-97-7937 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-97-7938                   TCGA-97-7941 
"AMP PEAK 18(12Q15) WILD-TYPE" "AMP PEAK 18(12Q15) WILD-TYPE" 
                  TCGA-99-7458 
"AMP PEAK 18(12Q15) WILD-TYPE" 
[1] "hr=" "1.4"
D18V2, continuous
D18V3, binary
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  AMP PEAK 18(12Q15) MUTATED     31   37
  AMP PEAK 18(12Q15) WILD-TYPE   67   88
        clus
vv       AMP PEAK 18(12Q15) MUTATED AMP PEAK 18(12Q15) WILD-TYPE
  FEMALE                         37                           88
  MALE                           31                           67
D18V4, continuous
D18V5, multiclass
D18V6, multiclass
    clus
vv   AMP PEAK 18(12Q15) MUTATED AMP PEAK 18(12Q15) WILD-TYPE
  T1                         12                           48
  T2                         45                           85
  T3                          7                           10
  T4                          4                           11
D18V7, multiclass
       clus
vv      AMP PEAK 18(12Q15) MUTATED AMP PEAK 18(12Q15) WILD-TYPE
  N0                            36                           96
  N1                            18                           25
  N2+N3                         13                           29
D18V8, multiclass
    clus
vv   AMP PEAK 18(12Q15) MUTATED AMP PEAK 18(12Q15) WILD-TYPE
  M0                         50                          109
  M1                          2                            6
  MX                         16                           35
D18V9, multiclass
     clus
vv    AMP PEAK 18(12Q15) MUTATED AMP PEAK 18(12Q15) WILD-TYPE
  I                           31                           84
  II                          18                           29
  III                         16                           31
  IV                           2                            7
D18V10, binary
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  AMP PEAK 18(12Q15) MUTATED     63    5
  AMP PEAK 18(12Q15) WILD-TYPE  145   10
     clus
vv    AMP PEAK 18(12Q15) MUTATED AMP PEAK 18(12Q15) WILD-TYPE
  NO                           5                           10
  YES                         63                          145
D18V11, binary
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  AMP PEAK 18(12Q15) MUTATED     56   12
  AMP PEAK 18(12Q15) WILD-TYPE  131   24
     clus
vv    AMP PEAK 18(12Q15) MUTATED AMP PEAK 18(12Q15) WILD-TYPE
  NO                          12                           24
  YES                         56                          131
D18V12, continuous
D18V13, continuous
D18V14, multiclass
                                             clus
vv                                            AMP PEAK 18(12Q15) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                         25
  CURRENT REFORMED SMOKER FOR > 15 YEARS                              13
  CURRENT SMOKER                                                      11
  LIFELONG NON-SMOKER                                                 15
                                             clus
vv                                            AMP PEAK 18(12Q15) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           44
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                54
  CURRENT SMOKER                                                        34
  LIFELONG NON-SMOKER                                                   17
D18V15, continuous

Clustering(19) Variable = Amp Peak 19(14q13.3) mutation analysis
D19V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-99-7458 
  "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-99-7458 
  "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 19(14Q13.3) MUTATED" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 19(14Q13.3) WILD-TYPE"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 19(14Q13.3) MUTATED"   "AMP PEAK 19(14Q13.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 19(14Q13.3) WILD-TYPE" "AMP PEAK 19(14Q13.3) WILD-TYPE" 
                    TCGA-99-7458 
  "AMP PEAK 19(14Q13.3) MUTATED" 
[1] "hr=" "1.2"
D19V2, continuous
D19V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 19(14Q13.3) MUTATED     38   58
  AMP PEAK 19(14Q13.3) WILD-TYPE   60   67
        clus
vv       AMP PEAK 19(14Q13.3) MUTATED AMP PEAK 19(14Q13.3) WILD-TYPE
  FEMALE                           58                             67
  MALE                             38                             60
D19V4, continuous
D19V5, multiclass
D19V6, multiclass
    clus
vv   AMP PEAK 19(14Q13.3) MUTATED AMP PEAK 19(14Q13.3) WILD-TYPE
  T1                           32                             28
  T2                           50                             80
  T3                            6                             11
  T4                            8                              7
D19V7, multiclass
       clus
vv      AMP PEAK 19(14Q13.3) MUTATED AMP PEAK 19(14Q13.3) WILD-TYPE
  N0                              56                             76
  N1                              19                             24
  N2+N3                           18                             24
D19V8, multiclass
    clus
vv   AMP PEAK 19(14Q13.3) MUTATED AMP PEAK 19(14Q13.3) WILD-TYPE
  M0                           65                             94
  M1                            3                              5
  MX                           26                             25
D19V9, multiclass
     clus
vv    AMP PEAK 19(14Q13.3) MUTATED AMP PEAK 19(14Q13.3) WILD-TYPE
  I                             46                             69
  II                            22                             25
  III                           22                             25
  IV                             3                              6
D19V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 19(14Q13.3) MUTATED     90    6
  AMP PEAK 19(14Q13.3) WILD-TYPE  118    9
     clus
vv    AMP PEAK 19(14Q13.3) MUTATED AMP PEAK 19(14Q13.3) WILD-TYPE
  NO                             6                              9
  YES                           90                            118
D19V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 19(14Q13.3) MUTATED     79   17
  AMP PEAK 19(14Q13.3) WILD-TYPE  108   19
     clus
vv    AMP PEAK 19(14Q13.3) MUTATED AMP PEAK 19(14Q13.3) WILD-TYPE
  NO                            17                             19
  YES                           79                            108
D19V12, continuous
D19V13, continuous
D19V14, multiclass
                                             clus
vv                                            AMP PEAK 19(14Q13.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           32
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                26
  CURRENT SMOKER                                                        22
  LIFELONG NON-SMOKER                                                   14
                                             clus
vv                                            AMP PEAK 19(14Q13.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             37
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  41
  CURRENT SMOKER                                                          23
  LIFELONG NON-SMOKER                                                     18
D19V15, continuous

Clustering(20) Variable = Amp Peak 20(17q12) mutation analysis
D20V1, survival
                  TCGA-05-4249                   TCGA-05-4382 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-05-4384                   TCGA-05-4390 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4396                   TCGA-05-4398 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-05-4402                   TCGA-05-4405 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4415                   TCGA-05-4417 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-05-4418                   TCGA-05-4420 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4424                   TCGA-05-4426 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4430                   TCGA-05-4432 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-05-4433                   TCGA-05-5420 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-5423                   TCGA-05-5429 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-5715                   TCGA-35-3615 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-38-4626                   TCGA-38-4627 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-38-4628                   TCGA-38-4631 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-38-4632                   TCGA-38-6178 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-2655                   TCGA-44-2656 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-2657                   TCGA-44-2659 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-2661                   TCGA-44-2662 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-44-2665                   TCGA-44-2666 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-3396                   TCGA-44-3919 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-44-4112                   TCGA-44-5645 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-6145                   TCGA-44-6146 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-6147                   TCGA-44-6774 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-6775                   TCGA-44-6776 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-6777                   TCGA-44-6779 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-7659                   TCGA-44-7662 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-44-7670                   TCGA-44-7671 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-7672                   TCGA-49-4486 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-49-4487                   TCGA-49-4488 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-49-4490                   TCGA-49-4494 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-49-4501                   TCGA-49-4505 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-4506                   TCGA-49-4507 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-4510                   TCGA-49-4512 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-4514                   TCGA-49-6742 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-6744                   TCGA-49-6745 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-6761                   TCGA-50-5044 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-5049                   TCGA-50-5051 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-5055                   TCGA-50-5068 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-5072                   TCGA-50-5931 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-50-5932                   TCGA-50-5933 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-50-5935                   TCGA-50-5936 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-5939                   TCGA-50-5941 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-50-5942                   TCGA-50-5944 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-50-6593                   TCGA-50-6595 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-6597                   TCGA-50-6673 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-7109                   TCGA-53-7626 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-53-7813                   TCGA-55-1592 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-1594                   TCGA-55-1596 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-6543                   TCGA-55-6642 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-6712                   TCGA-55-6970 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-6971                   TCGA-55-6972 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-6978                   TCGA-55-6979 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-6980                   TCGA-55-6981 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-6982                   TCGA-55-6983 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-6985                   TCGA-55-6986 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7281                   TCGA-55-7283 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7573                   TCGA-55-7574 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7576                   TCGA-55-7725 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7727                   TCGA-55-7728 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7815                   TCGA-55-7903 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-7907                   TCGA-55-7911 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-7914                   TCGA-64-1676 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-64-1677                   TCGA-64-1678 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-64-1679                   TCGA-64-1680 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-64-1681                   TCGA-64-5774 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-64-5775                   TCGA-64-5778 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-64-5781                   TCGA-67-3771 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-67-3772                   TCGA-67-3773 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-67-3774                   TCGA-67-6215 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-67-6216                   TCGA-67-6217 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-69-7760                   TCGA-69-7761 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-69-7763                   TCGA-69-7764 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-69-7765                   TCGA-71-6725 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-73-4658                   TCGA-73-4659 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-73-4662                   TCGA-73-4675 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-73-4676                   TCGA-78-7143 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7145                   TCGA-78-7147 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7148                   TCGA-78-7149 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7150                   TCGA-78-7152 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-78-7153                   TCGA-78-7154 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7155                   TCGA-78-7156 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7158                   TCGA-78-7159 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7160                   TCGA-78-7161 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7162                   TCGA-78-7163 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-78-7166                   TCGA-78-7167 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-78-7535                   TCGA-78-7536 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7537                   TCGA-78-7539 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7540                   TCGA-78-7542 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-78-7633                   TCGA-86-7713 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-91-6828                   TCGA-91-6829 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-91-6835                   TCGA-91-6847 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-91-6849                   TCGA-91-7771 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-93-7347                   TCGA-93-7348 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-95-7039                   TCGA-95-7043 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-95-7567                   TCGA-97-7546 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-97-7552                   TCGA-97-7553 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-97-7554                   TCGA-97-7937 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-97-7938                   TCGA-97-7941 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-99-7458 
"AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4249                   TCGA-05-4382 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-05-4384                   TCGA-05-4390 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4396                   TCGA-05-4398 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-05-4402                   TCGA-05-4405 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4415                   TCGA-05-4417 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-05-4418                   TCGA-05-4420 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4424                   TCGA-05-4426 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4430                   TCGA-05-4432 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-05-4433                   TCGA-05-5420 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-5423                   TCGA-05-5429 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-5715                   TCGA-35-3615 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-38-4626                   TCGA-38-4627 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-38-4628                   TCGA-38-4631 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-38-4632                   TCGA-38-6178 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-2655                   TCGA-44-2656 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-2657                   TCGA-44-2659 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-2661                   TCGA-44-2662 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-44-2665                   TCGA-44-2666 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-3396                   TCGA-44-3919 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-44-4112                   TCGA-44-5645 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-6145                   TCGA-44-6146 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-6147                   TCGA-44-6774 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-6775                   TCGA-44-6776 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-6777                   TCGA-44-6779 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-7659                   TCGA-44-7662 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-44-7670                   TCGA-44-7671 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-7672                   TCGA-49-4486 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-49-4487                   TCGA-49-4488 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-49-4490                   TCGA-49-4494 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-49-4501                   TCGA-49-4505 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-4506                   TCGA-49-4507 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-4510                   TCGA-49-4512 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-4514                   TCGA-49-6742 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-6744                   TCGA-49-6745 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-6761                   TCGA-50-5044 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-5049                   TCGA-50-5051 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-5055                   TCGA-50-5068 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-5072                   TCGA-50-5931 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-50-5932                   TCGA-50-5933 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-50-5935                   TCGA-50-5936 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-5939                   TCGA-50-5941 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-50-5942                   TCGA-50-5944 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-50-6593                   TCGA-50-6595 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-6597                   TCGA-50-6673 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-7109                   TCGA-53-7626 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-53-7813                   TCGA-55-1592 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-1594                   TCGA-55-1596 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-6543                   TCGA-55-6642 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-6712                   TCGA-55-6970 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-6971                   TCGA-55-6972 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-6978                   TCGA-55-6979 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-6980                   TCGA-55-6981 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-6982                   TCGA-55-6983 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-6985                   TCGA-55-6986 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7281                   TCGA-55-7283 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7573                   TCGA-55-7574 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7576                   TCGA-55-7725 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7727                   TCGA-55-7728 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7815                   TCGA-55-7903 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-7907                   TCGA-55-7911 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-7914                   TCGA-64-1676 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-64-1677                   TCGA-64-1678 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-64-1679                   TCGA-64-1680 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-64-1681                   TCGA-64-5774 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-64-5775                   TCGA-64-5778 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-64-5781                   TCGA-67-3771 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-67-3772                   TCGA-67-3773 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-67-3774                   TCGA-67-6215 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-67-6216                   TCGA-67-6217 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-69-7760                   TCGA-69-7761 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-69-7763                   TCGA-69-7764 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-69-7765                   TCGA-71-6725 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-73-4658                   TCGA-73-4659 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-73-4662                   TCGA-73-4675 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-73-4676                   TCGA-78-7143 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7145                   TCGA-78-7147 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7148                   TCGA-78-7149 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7150                   TCGA-78-7152 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-78-7153                   TCGA-78-7154 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7155                   TCGA-78-7156 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7158                   TCGA-78-7159 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7160                   TCGA-78-7161 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7162                   TCGA-78-7163 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-78-7166                   TCGA-78-7167 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-78-7535                   TCGA-78-7536 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7537                   TCGA-78-7539 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7540                   TCGA-78-7542 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-78-7633                   TCGA-86-7713 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-91-6828                   TCGA-91-6829 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-91-6835                   TCGA-91-6847 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-91-6849                   TCGA-91-7771 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-93-7347                   TCGA-93-7348 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-95-7039                   TCGA-95-7043 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-95-7567                   TCGA-97-7546 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-97-7552                   TCGA-97-7553 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-97-7554                   TCGA-97-7937 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-97-7938                   TCGA-97-7941 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-99-7458 
"AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4249                   TCGA-05-4382 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-05-4384                   TCGA-05-4390 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4396                   TCGA-05-4398 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-05-4402                   TCGA-05-4405 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4415                   TCGA-05-4417 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-05-4418                   TCGA-05-4420 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4424                   TCGA-05-4426 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-4430                   TCGA-05-4432 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-05-4433                   TCGA-05-5420 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-5423                   TCGA-05-5429 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-05-5715                   TCGA-35-3615 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-38-4626                   TCGA-38-4627 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-38-4628                   TCGA-38-4631 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-38-4632                   TCGA-38-6178 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-2655                   TCGA-44-2656 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-2657                   TCGA-44-2659 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-2661                   TCGA-44-2662 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-44-2665                   TCGA-44-2666 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-3396                   TCGA-44-3919 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-44-4112                   TCGA-44-5645 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-6145                   TCGA-44-6146 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-6147                   TCGA-44-6774 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-6775                   TCGA-44-6776 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-6777                   TCGA-44-6779 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-7659                   TCGA-44-7662 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-44-7670                   TCGA-44-7671 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-44-7672                   TCGA-49-4486 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-49-4487                   TCGA-49-4488 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-49-4490                   TCGA-49-4494 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-49-4501                   TCGA-49-4505 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-4506                   TCGA-49-4507 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-4510                   TCGA-49-4512 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-4514                   TCGA-49-6742 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-6744                   TCGA-49-6745 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-49-6761                   TCGA-50-5044 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-5049                   TCGA-50-5051 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-5055                   TCGA-50-5068 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-5072                   TCGA-50-5931 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-50-5932                   TCGA-50-5933 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-50-5935                   TCGA-50-5936 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-5939                   TCGA-50-5941 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-50-5942                   TCGA-50-5944 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-50-6593                   TCGA-50-6595 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-6597                   TCGA-50-6673 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-50-7109                   TCGA-53-7626 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-53-7813                   TCGA-55-1592 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-1594                   TCGA-55-1596 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-6543                   TCGA-55-6642 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-6712                   TCGA-55-6970 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-6971                   TCGA-55-6972 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-6978                   TCGA-55-6979 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-6980                   TCGA-55-6981 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-6982                   TCGA-55-6983 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-6985                   TCGA-55-6986 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7281                   TCGA-55-7283 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7573                   TCGA-55-7574 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7576                   TCGA-55-7725 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7727                   TCGA-55-7728 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-55-7815                   TCGA-55-7903 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-7907                   TCGA-55-7911 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-55-7914                   TCGA-64-1676 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-64-1677                   TCGA-64-1678 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-64-1679                   TCGA-64-1680 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-64-1681                   TCGA-64-5774 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-64-5775                   TCGA-64-5778 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-64-5781                   TCGA-67-3771 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-67-3772                   TCGA-67-3773 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-67-3774                   TCGA-67-6215 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-67-6216                   TCGA-67-6217 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-69-7760                   TCGA-69-7761 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-69-7763                   TCGA-69-7764 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-69-7765                   TCGA-71-6725 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-73-4658                   TCGA-73-4659 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-73-4662                   TCGA-73-4675 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-73-4676                   TCGA-78-7143 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7145                   TCGA-78-7147 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7148                   TCGA-78-7149 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7150                   TCGA-78-7152 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-78-7153                   TCGA-78-7154 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7155                   TCGA-78-7156 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7158                   TCGA-78-7159 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7160                   TCGA-78-7161 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7162                   TCGA-78-7163 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-78-7166                   TCGA-78-7167 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-78-7535                   TCGA-78-7536 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7537                   TCGA-78-7539 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-78-7540                   TCGA-78-7542 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-78-7633                   TCGA-86-7713 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-91-6828                   TCGA-91-6829 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-91-6835                   TCGA-91-6847 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-91-6849                   TCGA-91-7771 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-93-7347                   TCGA-93-7348 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-95-7039                   TCGA-95-7043 
  "AMP PEAK 20(17Q12) MUTATED"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-95-7567                   TCGA-97-7546 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-97-7552                   TCGA-97-7553 
"AMP PEAK 20(17Q12) WILD-TYPE"   "AMP PEAK 20(17Q12) MUTATED" 
                  TCGA-97-7554                   TCGA-97-7937 
  "AMP PEAK 20(17Q12) MUTATED" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-97-7938                   TCGA-97-7941 
"AMP PEAK 20(17Q12) WILD-TYPE" "AMP PEAK 20(17Q12) WILD-TYPE" 
                  TCGA-99-7458 
"AMP PEAK 20(17Q12) WILD-TYPE" 
[1] "hr=" "1"  
D20V2, continuous
D20V3, binary
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  AMP PEAK 20(17Q12) MUTATED     44   55
  AMP PEAK 20(17Q12) WILD-TYPE   54   70
        clus
vv       AMP PEAK 20(17Q12) MUTATED AMP PEAK 20(17Q12) WILD-TYPE
  FEMALE                         55                           70
  MALE                           44                           54
D20V4, continuous
D20V5, multiclass
D20V6, multiclass
    clus
vv   AMP PEAK 20(17Q12) MUTATED AMP PEAK 20(17Q12) WILD-TYPE
  T1                         24                           36
  T2                         58                           72
  T3                          9                            8
  T4                          8                            7
D20V7, multiclass
       clus
vv      AMP PEAK 20(17Q12) MUTATED AMP PEAK 20(17Q12) WILD-TYPE
  N0                            56                           76
  N1                            21                           22
  N2+N3                         19                           23
D20V8, multiclass
    clus
vv   AMP PEAK 20(17Q12) MUTATED AMP PEAK 20(17Q12) WILD-TYPE
  M0                         65                           94
  M1                          6                            2
  MX                         27                           24
D20V9, multiclass
     clus
vv    AMP PEAK 20(17Q12) MUTATED AMP PEAK 20(17Q12) WILD-TYPE
  I                           48                           67
  II                          21                           26
  III                         22                           25
  IV                           6                            3
D20V10, binary
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  AMP PEAK 20(17Q12) MUTATED     89   10
  AMP PEAK 20(17Q12) WILD-TYPE  119    5
     clus
vv    AMP PEAK 20(17Q12) MUTATED AMP PEAK 20(17Q12) WILD-TYPE
  NO                          10                            5
  YES                         89                          119
D20V11, binary
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  AMP PEAK 20(17Q12) MUTATED     79   20
  AMP PEAK 20(17Q12) WILD-TYPE  108   16
     clus
vv    AMP PEAK 20(17Q12) MUTATED AMP PEAK 20(17Q12) WILD-TYPE
  NO                          20                           16
  YES                         79                          108
D20V12, continuous
D20V13, continuous
D20V14, multiclass
                                             clus
vv                                            AMP PEAK 20(17Q12) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                         31
  CURRENT REFORMED SMOKER FOR > 15 YEARS                              24
  CURRENT SMOKER                                                      22
  LIFELONG NON-SMOKER                                                 17
                                             clus
vv                                            AMP PEAK 20(17Q12) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           38
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                43
  CURRENT SMOKER                                                        23
  LIFELONG NON-SMOKER                                                   15
D20V15, continuous

Clustering(21) Variable = Amp Peak 21(17q25.3) mutation analysis
D21V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 21(17Q25.3) MUTATED" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 21(17Q25.3) WILD-TYPE"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 21(17Q25.3) MUTATED"   "AMP PEAK 21(17Q25.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 21(17Q25.3) WILD-TYPE" "AMP PEAK 21(17Q25.3) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 21(17Q25.3) WILD-TYPE" 
[1] "hr=" "1.2"
D21V2, continuous
D21V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 21(17Q25.3) MUTATED     45   65
  AMP PEAK 21(17Q25.3) WILD-TYPE   53   60
        clus
vv       AMP PEAK 21(17Q25.3) MUTATED AMP PEAK 21(17Q25.3) WILD-TYPE
  FEMALE                           65                             60
  MALE                             45                             53
D21V4, continuous
D21V5, multiclass
D21V6, multiclass
    clus
vv   AMP PEAK 21(17Q25.3) MUTATED AMP PEAK 21(17Q25.3) WILD-TYPE
  T1                           27                             33
  T2                           66                             64
  T3                           10                              7
  T4                            7                              8
D21V7, multiclass
       clus
vv      AMP PEAK 21(17Q25.3) MUTATED AMP PEAK 21(17Q25.3) WILD-TYPE
  N0                              61                             71
  N1                              23                             20
  N2+N3                           22                             20
D21V8, multiclass
    clus
vv   AMP PEAK 21(17Q25.3) MUTATED AMP PEAK 21(17Q25.3) WILD-TYPE
  M0                           70                             89
  M1                            5                              3
  MX                           33                             18
D21V9, multiclass
     clus
vv    AMP PEAK 21(17Q25.3) MUTATED AMP PEAK 21(17Q25.3) WILD-TYPE
  I                             54                             61
  II                            24                             23
  III                           24                             23
  IV                             5                              4
D21V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 21(17Q25.3) MUTATED    102    8
  AMP PEAK 21(17Q25.3) WILD-TYPE  106    7
     clus
vv    AMP PEAK 21(17Q25.3) MUTATED AMP PEAK 21(17Q25.3) WILD-TYPE
  NO                             8                              7
  YES                          102                            106
D21V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 21(17Q25.3) MUTATED     89   21
  AMP PEAK 21(17Q25.3) WILD-TYPE   98   15
     clus
vv    AMP PEAK 21(17Q25.3) MUTATED AMP PEAK 21(17Q25.3) WILD-TYPE
  NO                            21                             15
  YES                           89                             98
D21V12, continuous
D21V13, continuous
D21V14, multiclass
                                             clus
vv                                            AMP PEAK 21(17Q25.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           37
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                27
  CURRENT SMOKER                                                        25
  LIFELONG NON-SMOKER                                                   16
                                             clus
vv                                            AMP PEAK 21(17Q25.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             32
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  40
  CURRENT SMOKER                                                          20
  LIFELONG NON-SMOKER                                                     16
D21V15, continuous

Clustering(22) Variable = Amp Peak 22(18q11.2) mutation analysis
D22V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-44-6147                     TCGA-44-6774 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 22(18Q11.2) MUTATED"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 22(18Q11.2) MUTATED"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 22(18Q11.2) MUTATED"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-44-6147                     TCGA-44-6774 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 22(18Q11.2) MUTATED"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 22(18Q11.2) MUTATED"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 22(18Q11.2) MUTATED"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-44-6147                     TCGA-44-6774 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 22(18Q11.2) MUTATED"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 22(18Q11.2) MUTATED"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "AMP PEAK 22(18Q11.2) MUTATED"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
"AMP PEAK 22(18Q11.2) WILD-TYPE"   "AMP PEAK 22(18Q11.2) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "AMP PEAK 22(18Q11.2) MUTATED" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 22(18Q11.2) WILD-TYPE" "AMP PEAK 22(18Q11.2) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 22(18Q11.2) WILD-TYPE" 
[1] "hr=" "1.4"
D22V2, continuous
D22V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 22(18Q11.2) MUTATED     25   23
  AMP PEAK 22(18Q11.2) WILD-TYPE   73  102
        clus
vv       AMP PEAK 22(18Q11.2) MUTATED AMP PEAK 22(18Q11.2) WILD-TYPE
  FEMALE                           23                            102
  MALE                             25                             73
D22V4, continuous
D22V5, multiclass
D22V6, multiclass
    clus
vv   AMP PEAK 22(18Q11.2) MUTATED AMP PEAK 22(18Q11.2) WILD-TYPE
  T1                           13                             47
  T2                           29                            101
  T3                            3                             14
  T4                            3                             12
D22V7, multiclass
       clus
vv      AMP PEAK 22(18Q11.2) MUTATED AMP PEAK 22(18Q11.2) WILD-TYPE
  N0                              30                            102
  N1                              11                             32
  N2+N3                            7                             35
D22V8, multiclass
    clus
vv   AMP PEAK 22(18Q11.2) MUTATED AMP PEAK 22(18Q11.2) WILD-TYPE
  M0                           36                            123
  M1                            1                              7
  MX                           11                             40
D22V9, multiclass
     clus
vv    AMP PEAK 22(18Q11.2) MUTATED AMP PEAK 22(18Q11.2) WILD-TYPE
  I                             26                             89
  II                            11                             36
  III                           10                             37
  IV                             1                              8
D22V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 22(18Q11.2) MUTATED     46    2
  AMP PEAK 22(18Q11.2) WILD-TYPE  162   13
     clus
vv    AMP PEAK 22(18Q11.2) MUTATED AMP PEAK 22(18Q11.2) WILD-TYPE
  NO                             2                             13
  YES                           46                            162
D22V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 22(18Q11.2) MUTATED     40    8
  AMP PEAK 22(18Q11.2) WILD-TYPE  147   28
     clus
vv    AMP PEAK 22(18Q11.2) MUTATED AMP PEAK 22(18Q11.2) WILD-TYPE
  NO                             8                             28
  YES                           40                            147
D22V12, continuous
D22V13, continuous
D22V14, multiclass
                                             clus
vv                                            AMP PEAK 22(18Q11.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           18
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                13
  CURRENT SMOKER                                                        11
  LIFELONG NON-SMOKER                                                    4
                                             clus
vv                                            AMP PEAK 22(18Q11.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             51
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  54
  CURRENT SMOKER                                                          34
  LIFELONG NON-SMOKER                                                     28
D22V15, continuous

Clustering(23) Variable = Amp Peak 23(19q13.11) mutation analysis
D23V1, survival
                     TCGA-05-4249                      TCGA-05-4382 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-05-4402                      TCGA-05-4405 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4424                      TCGA-05-4426 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4430                      TCGA-05-4432 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-2655                      TCGA-44-2656 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-2657                      TCGA-44-2659 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-44-6777                      TCGA-44-6779 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-7670                      TCGA-44-7671 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-49-6744                      TCGA-49-6745 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5072                      TCGA-50-5931 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5935                      TCGA-50-5936 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5942                      TCGA-50-5944 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-1594                      TCGA-55-1596 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-6543                      TCGA-55-6642 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-55-6971                      TCGA-55-6972 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7573                      TCGA-55-7574 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-67-3772                      TCGA-67-3773 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-69-7760                      TCGA-69-7761 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-73-4658                      TCGA-73-4659 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-73-4676                      TCGA-78-7143 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7145                      TCGA-78-7147 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7537                      TCGA-78-7539 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-91-6849                      TCGA-91-7771 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-93-7347                      TCGA-93-7348 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-95-7567                      TCGA-97-7546 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-97-7552                      TCGA-97-7553 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-99-7458 
"AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4249                      TCGA-05-4382 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-05-4402                      TCGA-05-4405 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4424                      TCGA-05-4426 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4430                      TCGA-05-4432 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-2655                      TCGA-44-2656 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-2657                      TCGA-44-2659 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-44-6777                      TCGA-44-6779 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-7670                      TCGA-44-7671 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-49-6744                      TCGA-49-6745 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5072                      TCGA-50-5931 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5935                      TCGA-50-5936 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5942                      TCGA-50-5944 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-1594                      TCGA-55-1596 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-6543                      TCGA-55-6642 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-55-6971                      TCGA-55-6972 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7573                      TCGA-55-7574 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-67-3772                      TCGA-67-3773 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-69-7760                      TCGA-69-7761 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-73-4658                      TCGA-73-4659 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-73-4676                      TCGA-78-7143 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7145                      TCGA-78-7147 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7537                      TCGA-78-7539 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-91-6849                      TCGA-91-7771 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-93-7347                      TCGA-93-7348 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-95-7567                      TCGA-97-7546 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-97-7552                      TCGA-97-7553 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-99-7458 
"AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4249                      TCGA-05-4382 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-05-4402                      TCGA-05-4405 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4424                      TCGA-05-4426 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-4430                      TCGA-05-4432 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-2655                      TCGA-44-2656 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-2657                      TCGA-44-2659 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-44-6777                      TCGA-44-6779 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-44-7670                      TCGA-44-7671 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-49-6744                      TCGA-49-6745 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5072                      TCGA-50-5931 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5935                      TCGA-50-5936 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-5942                      TCGA-50-5944 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-1594                      TCGA-55-1596 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-6543                      TCGA-55-6642 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-55-6971                      TCGA-55-6972 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7573                      TCGA-55-7574 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-67-3772                      TCGA-67-3773 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-69-7760                      TCGA-69-7761 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-73-4658                      TCGA-73-4659 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-73-4676                      TCGA-78-7143 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7145                      TCGA-78-7147 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7537                      TCGA-78-7539 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-91-6849                      TCGA-91-7771 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-93-7347                      TCGA-93-7348 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
"AMP PEAK 23(19Q13.11) WILD-TYPE"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-95-7567                      TCGA-97-7546 
  "AMP PEAK 23(19Q13.11) MUTATED" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-97-7552                      TCGA-97-7553 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
  "AMP PEAK 23(19Q13.11) MUTATED"   "AMP PEAK 23(19Q13.11) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-99-7458 
"AMP PEAK 23(19Q13.11) WILD-TYPE" 
[1] "hr=" "1.2"
D23V2, continuous
D23V3, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  AMP PEAK 23(19Q13.11) MUTATED     30   28
  AMP PEAK 23(19Q13.11) WILD-TYPE   68   97
        clus
vv       AMP PEAK 23(19Q13.11) MUTATED AMP PEAK 23(19Q13.11) WILD-TYPE
  FEMALE                            28                              97
  MALE                              30                              68
D23V4, continuous
[1] "Remove cluster labels:"        "AMP PEAK 23(19Q13.11) MUTATED"
clus
  AMP PEAK 23(19Q13.11) MUTATED AMP PEAK 23(19Q13.11) WILD-TYPE 
                              2                              15 
                     TCGA-55-7283                      TCGA-55-7573 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-55-7725                      TCGA-55-7914 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1681 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-71-6725                      TCGA-73-4659 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4676 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-86-7713                      TCGA-86-7714 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-91-6849                      TCGA-93-7348 
"AMP PEAK 23(19Q13.11) WILD-TYPE" "AMP PEAK 23(19Q13.11) WILD-TYPE" 
                     TCGA-99-7458 
"AMP PEAK 23(19Q13.11) WILD-TYPE" 
D23V5, multiclass
D23V6, multiclass
    clus
vv   AMP PEAK 23(19Q13.11) MUTATED AMP PEAK 23(19Q13.11) WILD-TYPE
  T1                            14                              46
  T2                            36                              94
  T3                             5                              12
  T4                             3                              12
D23V7, multiclass
       clus
vv      AMP PEAK 23(19Q13.11) MUTATED AMP PEAK 23(19Q13.11) WILD-TYPE
  N0                               31                             101
  N1                               14                              29
  N2+N3                            12                              30
D23V8, multiclass
    clus
vv   AMP PEAK 23(19Q13.11) MUTATED AMP PEAK 23(19Q13.11) WILD-TYPE
  M0                            44                             115
  M1                             1                               7
  MX                            13                              38
D23V9, multiclass
     clus
vv    AMP PEAK 23(19Q13.11) MUTATED AMP PEAK 23(19Q13.11) WILD-TYPE
  I                              30                              85
  II                             12                              35
  III                            15                              32
  IV                              1                               8
D23V10, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  AMP PEAK 23(19Q13.11) MUTATED     54    4
  AMP PEAK 23(19Q13.11) WILD-TYPE  154   11
     clus
vv    AMP PEAK 23(19Q13.11) MUTATED AMP PEAK 23(19Q13.11) WILD-TYPE
  NO                              4                              11
  YES                            54                             154
D23V11, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  AMP PEAK 23(19Q13.11) MUTATED     52    6
  AMP PEAK 23(19Q13.11) WILD-TYPE  135   30
     clus
vv    AMP PEAK 23(19Q13.11) MUTATED AMP PEAK 23(19Q13.11) WILD-TYPE
  NO                              6                              30
  YES                            52                             135
D23V12, continuous
D23V13, continuous
D23V14, multiclass
                                             clus
vv                                            AMP PEAK 23(19Q13.11) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            21
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 18
  CURRENT SMOKER                                                         10
  LIFELONG NON-SMOKER                                                     5
                                             clus
vv                                            AMP PEAK 23(19Q13.11) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                              48
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                   49
  CURRENT SMOKER                                                           35
  LIFELONG NON-SMOKER                                                      27
D23V15, continuous

Clustering(24) Variable = Amp Peak 24(20p11.21) mutation analysis
D24V1, survival
                     TCGA-05-4249                      TCGA-05-4382 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-05-4418                      TCGA-05-4420 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4424                      TCGA-05-4426 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4430                      TCGA-05-4432 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-05-5423                      TCGA-05-5429 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-38-4628                      TCGA-38-4631 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-2657                      TCGA-44-2659 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-2665                      TCGA-44-2666 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-4112                      TCGA-44-5645 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-6145                      TCGA-44-6146 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-6775                      TCGA-44-6776 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4490                      TCGA-49-4494 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-49-4501                      TCGA-49-4505 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4510                      TCGA-49-4512 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-5932                      TCGA-50-5933 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-5935                      TCGA-50-5936 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-5939                      TCGA-50-5941 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-6597                      TCGA-50-6673 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-7109                      TCGA-53-7626 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6712                      TCGA-55-6970 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6971                      TCGA-55-6972 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7573                      TCGA-55-7574 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-7576                      TCGA-55-7725 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-64-1679                      TCGA-64-1680 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-64-5775                      TCGA-64-5778 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-64-5781                      TCGA-67-3771 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-69-7760                      TCGA-69-7761 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-73-4658                      TCGA-73-4659 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-73-4676                      TCGA-78-7143 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7145                      TCGA-78-7147 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7153                      TCGA-78-7154 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7160                      TCGA-78-7161 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7166                      TCGA-78-7167 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7540                      TCGA-78-7542 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7633                      TCGA-86-7713 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-93-7347                      TCGA-93-7348 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-97-7554                      TCGA-97-7937 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-99-7458 
"AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4249                      TCGA-05-4382 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-05-4418                      TCGA-05-4420 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4424                      TCGA-05-4426 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4430                      TCGA-05-4432 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-05-5423                      TCGA-05-5429 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-38-4628                      TCGA-38-4631 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-2657                      TCGA-44-2659 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-2665                      TCGA-44-2666 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-4112                      TCGA-44-5645 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-6145                      TCGA-44-6146 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-6775                      TCGA-44-6776 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4490                      TCGA-49-4494 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-49-4501                      TCGA-49-4505 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4510                      TCGA-49-4512 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-5932                      TCGA-50-5933 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-5935                      TCGA-50-5936 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-5939                      TCGA-50-5941 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-6597                      TCGA-50-6673 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-7109                      TCGA-53-7626 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6712                      TCGA-55-6970 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6971                      TCGA-55-6972 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7573                      TCGA-55-7574 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-7576                      TCGA-55-7725 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-64-1679                      TCGA-64-1680 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-64-5775                      TCGA-64-5778 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-64-5781                      TCGA-67-3771 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-69-7760                      TCGA-69-7761 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-73-4658                      TCGA-73-4659 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-73-4676                      TCGA-78-7143 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7145                      TCGA-78-7147 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7153                      TCGA-78-7154 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7160                      TCGA-78-7161 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7166                      TCGA-78-7167 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7540                      TCGA-78-7542 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7633                      TCGA-86-7713 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-93-7347                      TCGA-93-7348 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-97-7554                      TCGA-97-7937 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-99-7458 
"AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4249                      TCGA-05-4382 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-05-4418                      TCGA-05-4420 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4424                      TCGA-05-4426 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-4430                      TCGA-05-4432 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-05-5423                      TCGA-05-5429 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-38-4628                      TCGA-38-4631 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-2657                      TCGA-44-2659 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-2665                      TCGA-44-2666 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-4112                      TCGA-44-5645 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-6145                      TCGA-44-6146 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-6775                      TCGA-44-6776 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4490                      TCGA-49-4494 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-49-4501                      TCGA-49-4505 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4510                      TCGA-49-4512 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-5932                      TCGA-50-5933 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-5935                      TCGA-50-5936 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-5939                      TCGA-50-5941 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-6597                      TCGA-50-6673 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-50-7109                      TCGA-53-7626 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6712                      TCGA-55-6970 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6971                      TCGA-55-6972 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7573                      TCGA-55-7574 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-55-7576                      TCGA-55-7725 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-64-1679                      TCGA-64-1680 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-64-5775                      TCGA-64-5778 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-64-5781                      TCGA-67-3771 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-69-7760                      TCGA-69-7761 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-73-4658                      TCGA-73-4659 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-73-4676                      TCGA-78-7143 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7145                      TCGA-78-7147 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7153                      TCGA-78-7154 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7160                      TCGA-78-7161 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7166                      TCGA-78-7167 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7540                      TCGA-78-7542 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-78-7633                      TCGA-86-7713 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
  "AMP PEAK 24(20P11.21) MUTATED"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-93-7347                      TCGA-93-7348 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "AMP PEAK 24(20P11.21) MUTATED" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-97-7554                      TCGA-97-7937 
"AMP PEAK 24(20P11.21) WILD-TYPE"   "AMP PEAK 24(20P11.21) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"AMP PEAK 24(20P11.21) WILD-TYPE" "AMP PEAK 24(20P11.21) WILD-TYPE" 
                     TCGA-99-7458 
"AMP PEAK 24(20P11.21) WILD-TYPE" 
[1] "hr=" "1.2"
D24V2, continuous
D24V3, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  AMP PEAK 24(20P11.21) MUTATED     33   49
  AMP PEAK 24(20P11.21) WILD-TYPE   65   76
        clus
vv       AMP PEAK 24(20P11.21) MUTATED AMP PEAK 24(20P11.21) WILD-TYPE
  FEMALE                            49                              76
  MALE                              33                              65
D24V4, continuous
D24V5, multiclass
D24V6, multiclass
    clus
vv   AMP PEAK 24(20P11.21) MUTATED AMP PEAK 24(20P11.21) WILD-TYPE
  T1                            21                              39
  T2                            52                              78
  T3                             6                              11
  T4                             2                              13
D24V7, multiclass
       clus
vv      AMP PEAK 24(20P11.21) MUTATED AMP PEAK 24(20P11.21) WILD-TYPE
  N0                               55                              77
  N1                               12                              31
  N2+N3                            10                              32
D24V8, multiclass
    clus
vv   AMP PEAK 24(20P11.21) MUTATED AMP PEAK 24(20P11.21) WILD-TYPE
  M0                            60                              99
  M1                             2                               6
  MX                            17                              34
D24V9, multiclass
     clus
vv    AMP PEAK 24(20P11.21) MUTATED AMP PEAK 24(20P11.21) WILD-TYPE
  I                              51                              64
  II                             15                              32
  III                            13                              34
  IV                              2                               7
D24V10, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  AMP PEAK 24(20P11.21) MUTATED     77    5
  AMP PEAK 24(20P11.21) WILD-TYPE  131   10
     clus
vv    AMP PEAK 24(20P11.21) MUTATED AMP PEAK 24(20P11.21) WILD-TYPE
  NO                              5                              10
  YES                            77                             131
D24V11, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  AMP PEAK 24(20P11.21) MUTATED     74    8
  AMP PEAK 24(20P11.21) WILD-TYPE  113   28
     clus
vv    AMP PEAK 24(20P11.21) MUTATED AMP PEAK 24(20P11.21) WILD-TYPE
  NO                              8                              28
  YES                            74                             113
D24V12, continuous
D24V13, continuous
D24V14, multiclass
                                             clus
vv                                            AMP PEAK 24(20P11.21) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            27
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 23
  CURRENT SMOKER                                                         21
  LIFELONG NON-SMOKER                                                     7
                                             clus
vv                                            AMP PEAK 24(20P11.21) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                              42
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                   44
  CURRENT SMOKER                                                           24
  LIFELONG NON-SMOKER                                                      25
D24V15, continuous

Clustering(25) Variable = Amp Peak 25(20q13.2) mutation analysis
D25V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-6145                     TCGA-44-6146 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6971                     TCGA-55-6972 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7153                     TCGA-78-7154 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7166                     TCGA-78-7167 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
  "AMP PEAK 25(20Q13.2) MUTATED" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "AMP PEAK 25(20Q13.2) MUTATED"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-97-7554                     TCGA-97-7937 
"AMP PEAK 25(20Q13.2) WILD-TYPE"   "AMP PEAK 25(20Q13.2) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"AMP PEAK 25(20Q13.2) WILD-TYPE" "AMP PEAK 25(20Q13.2) WILD-TYPE" 
                    TCGA-99-7458 
"AMP PEAK 25(20Q13.2) WILD-TYPE" 
[1] "hr=" "1"  
D25V2, continuous
D25V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 25(20Q13.2) MUTATED     44   52
  AMP PEAK 25(20Q13.2) WILD-TYPE   54   73
        clus
vv       AMP PEAK 25(20Q13.2) MUTATED AMP PEAK 25(20Q13.2) WILD-TYPE
  FEMALE                           52                             73
  MALE                             44                             54
D25V4, continuous
D25V5, multiclass
D25V6, multiclass
    clus
vv   AMP PEAK 25(20Q13.2) MUTATED AMP PEAK 25(20Q13.2) WILD-TYPE
  T1                           28                             32
  T2                           56                             74
  T3                            8                              9
  T4                            3                             12
D25V7, multiclass
       clus
vv      AMP PEAK 25(20Q13.2) MUTATED AMP PEAK 25(20Q13.2) WILD-TYPE
  N0                              61                             71
  N1                              17                             26
  N2+N3                           14                             28
D25V8, multiclass
    clus
vv   AMP PEAK 25(20Q13.2) MUTATED AMP PEAK 25(20Q13.2) WILD-TYPE
  M0                           68                             91
  M1                            1                              7
  MX                           24                             27
D25V9, multiclass
     clus
vv    AMP PEAK 25(20Q13.2) MUTATED AMP PEAK 25(20Q13.2) WILD-TYPE
  I                             57                             58
  II                            19                             28
  III                           17                             30
  IV                             1                              8
D25V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 25(20Q13.2) MUTATED     91    5
  AMP PEAK 25(20Q13.2) WILD-TYPE  117   10
     clus
vv    AMP PEAK 25(20Q13.2) MUTATED AMP PEAK 25(20Q13.2) WILD-TYPE
  NO                             5                             10
  YES                           91                            117
D25V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  AMP PEAK 25(20Q13.2) MUTATED     84   12
  AMP PEAK 25(20Q13.2) WILD-TYPE  103   24
     clus
vv    AMP PEAK 25(20Q13.2) MUTATED AMP PEAK 25(20Q13.2) WILD-TYPE
  NO                            12                             24
  YES                           84                            103
D25V12, continuous
D25V13, continuous
D25V14, multiclass
                                             clus
vv                                            AMP PEAK 25(20Q13.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           28
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                27
  CURRENT SMOKER                                                        26
  LIFELONG NON-SMOKER                                                    9
                                             clus
vv                                            AMP PEAK 25(20Q13.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             41
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  40
  CURRENT SMOKER                                                          19
  LIFELONG NON-SMOKER                                                     23
D25V15, continuous

Clustering(26) Variable = Amp Peak 26(20q13.33) mutation analysis
D26V1, survival
                     TCGA-05-4249                      TCGA-05-4382 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-05-4415                      TCGA-05-4417 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4430                      TCGA-05-4432 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-38-4628                      TCGA-38-4631 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-4112                      TCGA-44-5645 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-6145                      TCGA-44-6146 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-6775                      TCGA-44-6776 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-4490                      TCGA-49-4494 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-49-4501                      TCGA-49-4505 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-4510                      TCGA-49-4512 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-49-4514                      TCGA-49-6742 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-5932                      TCGA-50-5933 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-50-5939                      TCGA-50-5941 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-6593                      TCGA-50-6595 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-6597                      TCGA-50-6673 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-7109                      TCGA-53-7626 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6712                      TCGA-55-6970 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6971                      TCGA-55-6972 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7573                      TCGA-55-7574 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-64-1677                      TCGA-64-1678 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-64-1679                      TCGA-64-1680 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-64-5775                      TCGA-64-5778 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-64-5781                      TCGA-67-3771 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-67-6216                      TCGA-67-6217 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-69-7760                      TCGA-69-7761 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-69-7763                      TCGA-69-7764 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-73-4676                      TCGA-78-7143 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7153                      TCGA-78-7154 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7160                      TCGA-78-7161 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7162                      TCGA-78-7163 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7166                      TCGA-78-7167 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7633                      TCGA-86-7713 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-95-7567                      TCGA-97-7546 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-97-7554                      TCGA-97-7937 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-99-7458 
"AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4249                      TCGA-05-4382 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-05-4415                      TCGA-05-4417 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4430                      TCGA-05-4432 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-38-4628                      TCGA-38-4631 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-4112                      TCGA-44-5645 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-6145                      TCGA-44-6146 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-6775                      TCGA-44-6776 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-4490                      TCGA-49-4494 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-49-4501                      TCGA-49-4505 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-4510                      TCGA-49-4512 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-49-4514                      TCGA-49-6742 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-5932                      TCGA-50-5933 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-50-5939                      TCGA-50-5941 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-6593                      TCGA-50-6595 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-6597                      TCGA-50-6673 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-7109                      TCGA-53-7626 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6712                      TCGA-55-6970 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6971                      TCGA-55-6972 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7573                      TCGA-55-7574 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-64-1677                      TCGA-64-1678 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-64-1679                      TCGA-64-1680 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-64-5775                      TCGA-64-5778 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-64-5781                      TCGA-67-3771 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-67-6216                      TCGA-67-6217 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-69-7760                      TCGA-69-7761 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-69-7763                      TCGA-69-7764 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-73-4676                      TCGA-78-7143 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7153                      TCGA-78-7154 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7160                      TCGA-78-7161 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7162                      TCGA-78-7163 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7166                      TCGA-78-7167 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7633                      TCGA-86-7713 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-95-7567                      TCGA-97-7546 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-97-7554                      TCGA-97-7937 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-99-7458 
"AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4249                      TCGA-05-4382 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-05-4415                      TCGA-05-4417 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-4430                      TCGA-05-4432 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-38-4628                      TCGA-38-4631 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-4112                      TCGA-44-5645 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-6145                      TCGA-44-6146 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-6775                      TCGA-44-6776 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-4490                      TCGA-49-4494 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-49-4501                      TCGA-49-4505 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-4510                      TCGA-49-4512 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-49-4514                      TCGA-49-6742 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-5932                      TCGA-50-5933 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-50-5939                      TCGA-50-5941 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-6593                      TCGA-50-6595 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-6597                      TCGA-50-6673 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-50-7109                      TCGA-53-7626 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6712                      TCGA-55-6970 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6971                      TCGA-55-6972 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7573                      TCGA-55-7574 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-64-1677                      TCGA-64-1678 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-64-1679                      TCGA-64-1680 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-64-5775                      TCGA-64-5778 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-64-5781                      TCGA-67-3771 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-67-6216                      TCGA-67-6217 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-69-7760                      TCGA-69-7761 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-69-7763                      TCGA-69-7764 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-73-4676                      TCGA-78-7143 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7153                      TCGA-78-7154 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7160                      TCGA-78-7161 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7162                      TCGA-78-7163 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7166                      TCGA-78-7167 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
  "AMP PEAK 26(20Q13.33) MUTATED" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-78-7633                      TCGA-86-7713 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-95-7567                      TCGA-97-7546 
  "AMP PEAK 26(20Q13.33) MUTATED"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-97-7554                      TCGA-97-7937 
"AMP PEAK 26(20Q13.33) WILD-TYPE"   "AMP PEAK 26(20Q13.33) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"AMP PEAK 26(20Q13.33) WILD-TYPE" "AMP PEAK 26(20Q13.33) WILD-TYPE" 
                     TCGA-99-7458 
"AMP PEAK 26(20Q13.33) WILD-TYPE" 
[1] "hr=" "1.2"
D26V2, continuous
D26V3, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  AMP PEAK 26(20Q13.33) MUTATED     44   60
  AMP PEAK 26(20Q13.33) WILD-TYPE   54   65
        clus
vv       AMP PEAK 26(20Q13.33) MUTATED AMP PEAK 26(20Q13.33) WILD-TYPE
  FEMALE                            60                              65
  MALE                              44                              54
D26V4, continuous
D26V5, multiclass
D26V6, multiclass
    clus
vv   AMP PEAK 26(20Q13.33) MUTATED AMP PEAK 26(20Q13.33) WILD-TYPE
  T1                            30                              30
  T2                            61                              69
  T3                             9                               8
  T4                             3                              12
D26V7, multiclass
       clus
vv      AMP PEAK 26(20Q13.33) MUTATED AMP PEAK 26(20Q13.33) WILD-TYPE
  N0                               67                              65
  N1                               17                              26
  N2+N3                            16                              26
D26V8, multiclass
    clus
vv   AMP PEAK 26(20Q13.33) MUTATED AMP PEAK 26(20Q13.33) WILD-TYPE
  M0                            78                              81
  M1                             0                               8
  MX                            23                              28
D26V9, multiclass
     clus
vv    AMP PEAK 26(20Q13.33) MUTATED AMP PEAK 26(20Q13.33) WILD-TYPE
  I                              63                              52
  II                             21                              26
  III                            18                              29
  IV                              0                               9
D26V10, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  AMP PEAK 26(20Q13.33) MUTATED     99    5
  AMP PEAK 26(20Q13.33) WILD-TYPE  109   10
     clus
vv    AMP PEAK 26(20Q13.33) MUTATED AMP PEAK 26(20Q13.33) WILD-TYPE
  NO                              5                              10
  YES                            99                             109
D26V11, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  AMP PEAK 26(20Q13.33) MUTATED     91   13
  AMP PEAK 26(20Q13.33) WILD-TYPE   96   23
     clus
vv    AMP PEAK 26(20Q13.33) MUTATED AMP PEAK 26(20Q13.33) WILD-TYPE
  NO                             13                              23
  YES                            91                              96
D26V12, continuous
D26V13, continuous
D26V14, multiclass
                                             clus
vv                                            AMP PEAK 26(20Q13.33) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            32
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 27
  CURRENT SMOKER                                                         25
  LIFELONG NON-SMOKER                                                    14
                                             clus
vv                                            AMP PEAK 26(20Q13.33) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                              37
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                   40
  CURRENT SMOKER                                                           20
  LIFELONG NON-SMOKER                                                      18
D26V15, continuous

Clustering(27) Variable = Amp Peak 27(Xq28) mutation analysis
D27V1, survival
                 TCGA-05-4249                  TCGA-05-4382 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4384                  TCGA-05-4390 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4415                  TCGA-05-4417 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-4418                  TCGA-05-4420 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-4424                  TCGA-05-4426 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4430                  TCGA-05-4432 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4433                  TCGA-05-5420 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-5423                  TCGA-05-5429 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-5715                  TCGA-35-3615 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-38-4626                  TCGA-38-4627 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-38-4628                  TCGA-38-4631 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-38-4632                  TCGA-38-6178 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-2655                  TCGA-44-2656 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-2657                  TCGA-44-2659 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-44-2661                  TCGA-44-2662 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-2665                  TCGA-44-2666 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-3396                  TCGA-44-3919 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-44-6145                  TCGA-44-6146 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-6147                  TCGA-44-6774 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-6775                  TCGA-44-6776 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-6777                  TCGA-44-6779 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-44-7659                  TCGA-44-7662 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-44-7670                  TCGA-44-7671 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-7672                  TCGA-49-4486 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-49-4487                  TCGA-49-4488 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-49-4490                  TCGA-49-4494 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-49-4501                  TCGA-49-4505 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-49-4506                  TCGA-49-4507 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-49-4510                  TCGA-49-4512 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-49-4514                  TCGA-49-6742 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-49-6744                  TCGA-49-6745 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-49-6761                  TCGA-50-5044 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5049                  TCGA-50-5051 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5055                  TCGA-50-5068 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5072                  TCGA-50-5931 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5932                  TCGA-50-5933 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-50-5935                  TCGA-50-5936 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5939                  TCGA-50-5941 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-50-5942                  TCGA-50-5944 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-6593                  TCGA-50-6595 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-6597                  TCGA-50-6673 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-7109                  TCGA-53-7626 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-53-7813                  TCGA-55-1592 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-55-1594                  TCGA-55-1596 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-55-6543                  TCGA-55-6642 
  "AMP PEAK 27(XQ28) MUTATED"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-55-6712                  TCGA-55-6970 
  "AMP PEAK 27(XQ28) MUTATED"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-55-6971                  TCGA-55-6972 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-6978                  TCGA-55-6979 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-6982                  TCGA-55-6983 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-6985                  TCGA-55-6986 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7281                  TCGA-55-7283 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7573                  TCGA-55-7574 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7727                  TCGA-55-7728 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7907                  TCGA-55-7911 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7914                  TCGA-64-1676 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-64-1677                  TCGA-64-1678 
  "AMP PEAK 27(XQ28) MUTATED"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-64-1681                  TCGA-64-5774 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-64-5775                  TCGA-64-5778 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-64-5781                  TCGA-67-3771 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-67-3772                  TCGA-67-3773 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-67-3774                  TCGA-67-6215 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-67-6216                  TCGA-67-6217 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-69-7760                  TCGA-69-7761 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-69-7763                  TCGA-69-7764 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-69-7765                  TCGA-71-6725 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-73-4658                  TCGA-73-4659 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-73-4662                  TCGA-73-4675 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-73-4676                  TCGA-78-7143 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7145                  TCGA-78-7147 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7148                  TCGA-78-7149 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7150                  TCGA-78-7152 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7153                  TCGA-78-7154 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7155                  TCGA-78-7156 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7158                  TCGA-78-7159 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7160                  TCGA-78-7161 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7162                  TCGA-78-7163 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7166                  TCGA-78-7167 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7535                  TCGA-78-7536 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7537                  TCGA-78-7539 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7540                  TCGA-78-7542 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7633                  TCGA-86-7713 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-91-6828                  TCGA-91-6829 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-91-6835                  TCGA-91-6847 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-91-6849                  TCGA-91-7771 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-93-7347                  TCGA-93-7348 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-95-7039                  TCGA-95-7043 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-95-7567                  TCGA-97-7546 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-97-7552                  TCGA-97-7553 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
  "AMP PEAK 27(XQ28) MUTATED"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-97-7938                  TCGA-97-7941 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-99-7458 
"AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-4249                  TCGA-05-4382 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4384                  TCGA-05-4390 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4415                  TCGA-05-4417 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-4418                  TCGA-05-4420 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-4424                  TCGA-05-4426 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4430                  TCGA-05-4432 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4433                  TCGA-05-5420 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-5423                  TCGA-05-5429 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-5715                  TCGA-35-3615 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-38-4626                  TCGA-38-4627 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-38-4628                  TCGA-38-4631 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-38-4632                  TCGA-38-6178 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-2655                  TCGA-44-2656 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-2657                  TCGA-44-2659 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-44-2661                  TCGA-44-2662 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-2665                  TCGA-44-2666 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-3396                  TCGA-44-3919 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-44-6145                  TCGA-44-6146 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-6147                  TCGA-44-6774 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-6775                  TCGA-44-6776 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-6777                  TCGA-44-6779 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-44-7659                  TCGA-44-7662 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-44-7670                  TCGA-44-7671 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-7672                  TCGA-49-4486 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-49-4487                  TCGA-49-4488 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-49-4490                  TCGA-49-4494 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-49-4501                  TCGA-49-4505 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-49-4506                  TCGA-49-4507 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-49-4510                  TCGA-49-4512 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-49-4514                  TCGA-49-6742 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-49-6744                  TCGA-49-6745 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-49-6761                  TCGA-50-5044 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5049                  TCGA-50-5051 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5055                  TCGA-50-5068 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5072                  TCGA-50-5931 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5932                  TCGA-50-5933 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-50-5935                  TCGA-50-5936 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5939                  TCGA-50-5941 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-50-5942                  TCGA-50-5944 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-6593                  TCGA-50-6595 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-6597                  TCGA-50-6673 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-7109                  TCGA-53-7626 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-53-7813                  TCGA-55-1592 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-55-1594                  TCGA-55-1596 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-55-6543                  TCGA-55-6642 
  "AMP PEAK 27(XQ28) MUTATED"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-55-6712                  TCGA-55-6970 
  "AMP PEAK 27(XQ28) MUTATED"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-55-6971                  TCGA-55-6972 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-6978                  TCGA-55-6979 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-6982                  TCGA-55-6983 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-6985                  TCGA-55-6986 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7281                  TCGA-55-7283 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7573                  TCGA-55-7574 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7727                  TCGA-55-7728 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7907                  TCGA-55-7911 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7914                  TCGA-64-1676 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-64-1677                  TCGA-64-1678 
  "AMP PEAK 27(XQ28) MUTATED"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-64-1681                  TCGA-64-5774 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-64-5775                  TCGA-64-5778 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-64-5781                  TCGA-67-3771 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-67-3772                  TCGA-67-3773 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-67-3774                  TCGA-67-6215 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-67-6216                  TCGA-67-6217 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-69-7760                  TCGA-69-7761 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-69-7763                  TCGA-69-7764 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-69-7765                  TCGA-71-6725 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-73-4658                  TCGA-73-4659 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-73-4662                  TCGA-73-4675 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-73-4676                  TCGA-78-7143 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7145                  TCGA-78-7147 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7148                  TCGA-78-7149 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7150                  TCGA-78-7152 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7153                  TCGA-78-7154 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7155                  TCGA-78-7156 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7158                  TCGA-78-7159 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7160                  TCGA-78-7161 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7162                  TCGA-78-7163 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7166                  TCGA-78-7167 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7535                  TCGA-78-7536 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7537                  TCGA-78-7539 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7540                  TCGA-78-7542 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7633                  TCGA-86-7713 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-91-6828                  TCGA-91-6829 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-91-6835                  TCGA-91-6847 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-91-6849                  TCGA-91-7771 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-93-7347                  TCGA-93-7348 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-95-7039                  TCGA-95-7043 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-95-7567                  TCGA-97-7546 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-97-7552                  TCGA-97-7553 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
  "AMP PEAK 27(XQ28) MUTATED"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-97-7938                  TCGA-97-7941 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-99-7458 
"AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-4249                  TCGA-05-4382 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4384                  TCGA-05-4390 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4415                  TCGA-05-4417 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-4418                  TCGA-05-4420 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-4424                  TCGA-05-4426 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4430                  TCGA-05-4432 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-05-4433                  TCGA-05-5420 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-5423                  TCGA-05-5429 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-05-5715                  TCGA-35-3615 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-38-4626                  TCGA-38-4627 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-38-4628                  TCGA-38-4631 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-38-4632                  TCGA-38-6178 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-2655                  TCGA-44-2656 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-2657                  TCGA-44-2659 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-44-2661                  TCGA-44-2662 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-2665                  TCGA-44-2666 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-3396                  TCGA-44-3919 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-44-6145                  TCGA-44-6146 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-6147                  TCGA-44-6774 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-6775                  TCGA-44-6776 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-6777                  TCGA-44-6779 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-44-7659                  TCGA-44-7662 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-44-7670                  TCGA-44-7671 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-44-7672                  TCGA-49-4486 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-49-4487                  TCGA-49-4488 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-49-4490                  TCGA-49-4494 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-49-4501                  TCGA-49-4505 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-49-4506                  TCGA-49-4507 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-49-4510                  TCGA-49-4512 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-49-4514                  TCGA-49-6742 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-49-6744                  TCGA-49-6745 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-49-6761                  TCGA-50-5044 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5049                  TCGA-50-5051 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5055                  TCGA-50-5068 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5072                  TCGA-50-5931 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5932                  TCGA-50-5933 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-50-5935                  TCGA-50-5936 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-5939                  TCGA-50-5941 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-50-5942                  TCGA-50-5944 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-6593                  TCGA-50-6595 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-6597                  TCGA-50-6673 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-50-7109                  TCGA-53-7626 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-53-7813                  TCGA-55-1592 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-55-1594                  TCGA-55-1596 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-55-6543                  TCGA-55-6642 
  "AMP PEAK 27(XQ28) MUTATED"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-55-6712                  TCGA-55-6970 
  "AMP PEAK 27(XQ28) MUTATED"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-55-6971                  TCGA-55-6972 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-6978                  TCGA-55-6979 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-6982                  TCGA-55-6983 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-6985                  TCGA-55-6986 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7281                  TCGA-55-7283 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7573                  TCGA-55-7574 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7727                  TCGA-55-7728 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7907                  TCGA-55-7911 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-55-7914                  TCGA-64-1676 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-64-1677                  TCGA-64-1678 
  "AMP PEAK 27(XQ28) MUTATED"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-64-1681                  TCGA-64-5774 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-64-5775                  TCGA-64-5778 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-64-5781                  TCGA-67-3771 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-67-3772                  TCGA-67-3773 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-67-3774                  TCGA-67-6215 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-67-6216                  TCGA-67-6217 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-69-7760                  TCGA-69-7761 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-69-7763                  TCGA-69-7764 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-69-7765                  TCGA-71-6725 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-73-4658                  TCGA-73-4659 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-73-4662                  TCGA-73-4675 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-73-4676                  TCGA-78-7143 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7145                  TCGA-78-7147 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7148                  TCGA-78-7149 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7150                  TCGA-78-7152 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7153                  TCGA-78-7154 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7155                  TCGA-78-7156 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7158                  TCGA-78-7159 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7160                  TCGA-78-7161 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7162                  TCGA-78-7163 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7166                  TCGA-78-7167 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7535                  TCGA-78-7536 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7537                  TCGA-78-7539 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-78-7540                  TCGA-78-7542 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-78-7633                  TCGA-86-7713 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-91-6828                  TCGA-91-6829 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-91-6835                  TCGA-91-6847 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-91-6849                  TCGA-91-7771 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-93-7347                  TCGA-93-7348 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-95-7039                  TCGA-95-7043 
"AMP PEAK 27(XQ28) WILD-TYPE"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-95-7567                  TCGA-97-7546 
  "AMP PEAK 27(XQ28) MUTATED" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-97-7552                  TCGA-97-7553 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
  "AMP PEAK 27(XQ28) MUTATED"   "AMP PEAK 27(XQ28) MUTATED" 
                 TCGA-97-7938                  TCGA-97-7941 
"AMP PEAK 27(XQ28) WILD-TYPE" "AMP PEAK 27(XQ28) WILD-TYPE" 
                 TCGA-99-7458 
"AMP PEAK 27(XQ28) WILD-TYPE" 
[1] "hr=" "1.3"
D27V2, continuous
D27V3, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK 27(XQ28) MUTATED     35   33
  AMP PEAK 27(XQ28) WILD-TYPE   63   92
        clus
vv       AMP PEAK 27(XQ28) MUTATED AMP PEAK 27(XQ28) WILD-TYPE
  FEMALE                        33                          92
  MALE                          35                          63
D27V4, continuous
D27V5, multiclass
D27V6, multiclass
    clus
vv   AMP PEAK 27(XQ28) MUTATED AMP PEAK 27(XQ28) WILD-TYPE
  T1                        13                          47
  T2                        45                          85
  T3                         6                          11
  T4                         3                          12
D27V7, multiclass
       clus
vv      AMP PEAK 27(XQ28) MUTATED AMP PEAK 27(XQ28) WILD-TYPE
  N0                           37                          95
  N1                           18                          25
  N2+N3                        12                          30
D27V8, multiclass
    clus
vv   AMP PEAK 27(XQ28) MUTATED AMP PEAK 27(XQ28) WILD-TYPE
  M0                        46                         113
  M1                         2                           6
  MX                        17                          34
D27V9, multiclass
     clus
vv    AMP PEAK 27(XQ28) MUTATED AMP PEAK 27(XQ28) WILD-TYPE
  I                          29                          86
  II                         19                          28
  III                        15                          32
  IV                          2                           7
D27V10, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK 27(XQ28) MUTATED     63    5
  AMP PEAK 27(XQ28) WILD-TYPE  145   10
     clus
vv    AMP PEAK 27(XQ28) MUTATED AMP PEAK 27(XQ28) WILD-TYPE
  NO                          5                          10
  YES                        63                         145
D27V11, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  AMP PEAK 27(XQ28) MUTATED     54   14
  AMP PEAK 27(XQ28) WILD-TYPE  133   22
     clus
vv    AMP PEAK 27(XQ28) MUTATED AMP PEAK 27(XQ28) WILD-TYPE
  NO                         14                          22
  YES                        54                         133
D27V12, continuous
D27V13, continuous
D27V14, multiclass
                                             clus
vv                                            AMP PEAK 27(XQ28) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                        26
  CURRENT REFORMED SMOKER FOR > 15 YEARS                             18
  CURRENT SMOKER                                                     19
  LIFELONG NON-SMOKER                                                 4
                                             clus
vv                                            AMP PEAK 27(XQ28) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          43
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               49
  CURRENT SMOKER                                                       26
  LIFELONG NON-SMOKER                                                  28
D27V15, continuous

Clustering(28) Variable = Del Peak  1(1p36.13) mutation analysis
D28V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK  1(1P36.13) MUTATED"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK  1(1P36.13) MUTATED" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK  1(1P36.13) WILD-TYPE"   "DEL PEAK  1(1P36.13) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK  1(1P36.13) WILD-TYPE" "DEL PEAK  1(1P36.13) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK  1(1P36.13) WILD-TYPE" 
[1] "hr=" "1.7"
D28V2, continuous
D28V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK  1(1P36.13) MUTATED     31   23
  DEL PEAK  1(1P36.13) WILD-TYPE   67  102
        clus
vv       DEL PEAK  1(1P36.13) MUTATED DEL PEAK  1(1P36.13) WILD-TYPE
  FEMALE                           23                            102
  MALE                             31                             67
D28V4, continuous
D28V5, multiclass
D28V6, multiclass
    clus
vv   DEL PEAK  1(1P36.13) MUTATED DEL PEAK  1(1P36.13) WILD-TYPE
  T1                           13                             47
  T2                           29                            101
  T3                            9                              8
  T4                            3                             12
D28V7, multiclass
       clus
vv      DEL PEAK  1(1P36.13) MUTATED DEL PEAK  1(1P36.13) WILD-TYPE
  N0                              27                            105
  N1                              10                             33
  N2+N3                           16                             26
D28V8, multiclass
    clus
vv   DEL PEAK  1(1P36.13) MUTATED DEL PEAK  1(1P36.13) WILD-TYPE
  M0                           38                            121
  M1                            2                              6
  MX                           13                             38
D28V9, multiclass
     clus
vv    DEL PEAK  1(1P36.13) MUTATED DEL PEAK  1(1P36.13) WILD-TYPE
  I                             23                             92
  II                            12                             35
  III                           16                             31
  IV                             2                              7
D28V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK  1(1P36.13) MUTATED     50    4
  DEL PEAK  1(1P36.13) WILD-TYPE  158   11
     clus
vv    DEL PEAK  1(1P36.13) MUTATED DEL PEAK  1(1P36.13) WILD-TYPE
  NO                             4                             11
  YES                           50                            158
D28V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK  1(1P36.13) MUTATED     48    6
  DEL PEAK  1(1P36.13) WILD-TYPE  139   30
     clus
vv    DEL PEAK  1(1P36.13) MUTATED DEL PEAK  1(1P36.13) WILD-TYPE
  NO                             6                             30
  YES                           48                            139
D28V12, continuous
D28V13, continuous
D28V14, multiclass
                                             clus
vv                                            DEL PEAK  1(1P36.13) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           19
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                15
  CURRENT SMOKER                                                        11
  LIFELONG NON-SMOKER                                                    6
                                             clus
vv                                            DEL PEAK  1(1P36.13) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             50
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  52
  CURRENT SMOKER                                                          34
  LIFELONG NON-SMOKER                                                     26
D28V15, continuous

Clustering(29) Variable = Del Peak  2(1p12) mutation analysis
D29V1, survival
                 TCGA-05-4249                  TCGA-05-4382 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4384                  TCGA-05-4390 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4415                  TCGA-05-4417 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-05-4418                  TCGA-05-4420 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4424                  TCGA-05-4426 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4430                  TCGA-05-4432 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4433                  TCGA-05-5420 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-5423                  TCGA-05-5429 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-5715                  TCGA-35-3615 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-38-4626                  TCGA-38-4627 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-38-4628                  TCGA-38-4631 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-38-4632                  TCGA-38-6178 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-2655                  TCGA-44-2656 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-2657                  TCGA-44-2659 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-2661                  TCGA-44-2662 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-2665                  TCGA-44-2666 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-3396                  TCGA-44-3919 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-6145                  TCGA-44-6146 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-6147                  TCGA-44-6774 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-6775                  TCGA-44-6776 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-6777                  TCGA-44-6779 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-7659                  TCGA-44-7662 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-7670                  TCGA-44-7671 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-7672                  TCGA-49-4486 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-49-4487                  TCGA-49-4488 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-4490                  TCGA-49-4494 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-4501                  TCGA-49-4505 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-49-4506                  TCGA-49-4507 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-4510                  TCGA-49-4512 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-4514                  TCGA-49-6742 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-49-6744                  TCGA-49-6745 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-6761                  TCGA-50-5044 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-50-5049                  TCGA-50-5051 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-50-5055                  TCGA-50-5068 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-5072                  TCGA-50-5931 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-5932                  TCGA-50-5933 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-5935                  TCGA-50-5936 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-50-5939                  TCGA-50-5941 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-5942                  TCGA-50-5944 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-6593                  TCGA-50-6595 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-50-6597                  TCGA-50-6673 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-7109                  TCGA-53-7626 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-53-7813                  TCGA-55-1592 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-1594                  TCGA-55-1596 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-6543                  TCGA-55-6642 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6712                  TCGA-55-6970 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6971                  TCGA-55-6972 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-6978                  TCGA-55-6979 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6982                  TCGA-55-6983 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6985                  TCGA-55-6986 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-7281                  TCGA-55-7283 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-7573                  TCGA-55-7574 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-7727                  TCGA-55-7728 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-7907                  TCGA-55-7911 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-7914                  TCGA-64-1676 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-64-1677                  TCGA-64-1678 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-64-1681                  TCGA-64-5774 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-64-5775                  TCGA-64-5778 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-64-5781                  TCGA-67-3771 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-67-3772                  TCGA-67-3773 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-67-3774                  TCGA-67-6215 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-67-6216                  TCGA-67-6217 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-69-7760                  TCGA-69-7761 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-69-7763                  TCGA-69-7764 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-69-7765                  TCGA-71-6725 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-73-4658                  TCGA-73-4659 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-73-4662                  TCGA-73-4675 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-73-4676                  TCGA-78-7143 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7145                  TCGA-78-7147 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7148                  TCGA-78-7149 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7150                  TCGA-78-7152 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7153                  TCGA-78-7154 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7155                  TCGA-78-7156 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7158                  TCGA-78-7159 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7160                  TCGA-78-7161 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7162                  TCGA-78-7163 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7166                  TCGA-78-7167 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7535                  TCGA-78-7536 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7537                  TCGA-78-7539 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7540                  TCGA-78-7542 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7633                  TCGA-86-7713 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-91-6828                  TCGA-91-6829 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-91-6835                  TCGA-91-6847 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-91-6849                  TCGA-91-7771 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-93-7347                  TCGA-93-7348 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-95-7039                  TCGA-95-7043 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-95-7567                  TCGA-97-7546 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-97-7552                  TCGA-97-7553 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-97-7938                  TCGA-97-7941 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-99-7458 
"DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4249                  TCGA-05-4382 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4384                  TCGA-05-4390 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4415                  TCGA-05-4417 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-05-4418                  TCGA-05-4420 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4424                  TCGA-05-4426 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4430                  TCGA-05-4432 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4433                  TCGA-05-5420 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-5423                  TCGA-05-5429 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-5715                  TCGA-35-3615 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-38-4626                  TCGA-38-4627 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-38-4628                  TCGA-38-4631 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-38-4632                  TCGA-38-6178 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-2655                  TCGA-44-2656 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-2657                  TCGA-44-2659 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-2661                  TCGA-44-2662 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-2665                  TCGA-44-2666 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-3396                  TCGA-44-3919 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-6145                  TCGA-44-6146 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-6147                  TCGA-44-6774 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-6775                  TCGA-44-6776 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-6777                  TCGA-44-6779 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-7659                  TCGA-44-7662 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-7670                  TCGA-44-7671 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-7672                  TCGA-49-4486 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-49-4487                  TCGA-49-4488 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-4490                  TCGA-49-4494 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-4501                  TCGA-49-4505 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-49-4506                  TCGA-49-4507 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-4510                  TCGA-49-4512 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-4514                  TCGA-49-6742 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-49-6744                  TCGA-49-6745 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-6761                  TCGA-50-5044 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-50-5049                  TCGA-50-5051 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-50-5055                  TCGA-50-5068 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-5072                  TCGA-50-5931 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-5932                  TCGA-50-5933 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-5935                  TCGA-50-5936 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-50-5939                  TCGA-50-5941 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-5942                  TCGA-50-5944 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-6593                  TCGA-50-6595 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-50-6597                  TCGA-50-6673 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-7109                  TCGA-53-7626 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-53-7813                  TCGA-55-1592 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-1594                  TCGA-55-1596 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-6543                  TCGA-55-6642 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6712                  TCGA-55-6970 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6971                  TCGA-55-6972 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-6978                  TCGA-55-6979 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6982                  TCGA-55-6983 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6985                  TCGA-55-6986 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-7281                  TCGA-55-7283 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-7573                  TCGA-55-7574 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-7727                  TCGA-55-7728 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-7907                  TCGA-55-7911 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-7914                  TCGA-64-1676 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-64-1677                  TCGA-64-1678 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-64-1681                  TCGA-64-5774 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-64-5775                  TCGA-64-5778 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-64-5781                  TCGA-67-3771 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-67-3772                  TCGA-67-3773 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-67-3774                  TCGA-67-6215 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-67-6216                  TCGA-67-6217 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-69-7760                  TCGA-69-7761 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-69-7763                  TCGA-69-7764 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-69-7765                  TCGA-71-6725 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-73-4658                  TCGA-73-4659 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-73-4662                  TCGA-73-4675 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-73-4676                  TCGA-78-7143 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7145                  TCGA-78-7147 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7148                  TCGA-78-7149 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7150                  TCGA-78-7152 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7153                  TCGA-78-7154 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7155                  TCGA-78-7156 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7158                  TCGA-78-7159 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7160                  TCGA-78-7161 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7162                  TCGA-78-7163 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7166                  TCGA-78-7167 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7535                  TCGA-78-7536 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7537                  TCGA-78-7539 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7540                  TCGA-78-7542 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7633                  TCGA-86-7713 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-91-6828                  TCGA-91-6829 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-91-6835                  TCGA-91-6847 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-91-6849                  TCGA-91-7771 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-93-7347                  TCGA-93-7348 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-95-7039                  TCGA-95-7043 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-95-7567                  TCGA-97-7546 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-97-7552                  TCGA-97-7553 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-97-7938                  TCGA-97-7941 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-99-7458 
"DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4249                  TCGA-05-4382 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4384                  TCGA-05-4390 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4415                  TCGA-05-4417 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-05-4418                  TCGA-05-4420 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4424                  TCGA-05-4426 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4430                  TCGA-05-4432 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-4433                  TCGA-05-5420 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-5423                  TCGA-05-5429 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-05-5715                  TCGA-35-3615 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-38-4626                  TCGA-38-4627 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-38-4628                  TCGA-38-4631 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-38-4632                  TCGA-38-6178 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-2655                  TCGA-44-2656 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-2657                  TCGA-44-2659 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-2661                  TCGA-44-2662 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-2665                  TCGA-44-2666 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-3396                  TCGA-44-3919 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-6145                  TCGA-44-6146 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-6147                  TCGA-44-6774 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-6775                  TCGA-44-6776 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-6777                  TCGA-44-6779 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-7659                  TCGA-44-7662 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-7670                  TCGA-44-7671 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-44-7672                  TCGA-49-4486 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-49-4487                  TCGA-49-4488 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-4490                  TCGA-49-4494 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-4501                  TCGA-49-4505 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-49-4506                  TCGA-49-4507 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-4510                  TCGA-49-4512 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-4514                  TCGA-49-6742 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-49-6744                  TCGA-49-6745 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-49-6761                  TCGA-50-5044 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-50-5049                  TCGA-50-5051 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-50-5055                  TCGA-50-5068 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-5072                  TCGA-50-5931 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-5932                  TCGA-50-5933 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-5935                  TCGA-50-5936 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-50-5939                  TCGA-50-5941 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-5942                  TCGA-50-5944 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-6593                  TCGA-50-6595 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-50-6597                  TCGA-50-6673 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-50-7109                  TCGA-53-7626 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-53-7813                  TCGA-55-1592 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-1594                  TCGA-55-1596 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-6543                  TCGA-55-6642 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6712                  TCGA-55-6970 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6971                  TCGA-55-6972 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-6978                  TCGA-55-6979 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6982                  TCGA-55-6983 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-6985                  TCGA-55-6986 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-7281                  TCGA-55-7283 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-7573                  TCGA-55-7574 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-7727                  TCGA-55-7728 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-55-7907                  TCGA-55-7911 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-55-7914                  TCGA-64-1676 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-64-1677                  TCGA-64-1678 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-64-1681                  TCGA-64-5774 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-64-5775                  TCGA-64-5778 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-64-5781                  TCGA-67-3771 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-67-3772                  TCGA-67-3773 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-67-3774                  TCGA-67-6215 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-67-6216                  TCGA-67-6217 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-69-7760                  TCGA-69-7761 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-69-7763                  TCGA-69-7764 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-69-7765                  TCGA-71-6725 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-73-4658                  TCGA-73-4659 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-73-4662                  TCGA-73-4675 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-73-4676                  TCGA-78-7143 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7145                  TCGA-78-7147 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7148                  TCGA-78-7149 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7150                  TCGA-78-7152 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7153                  TCGA-78-7154 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7155                  TCGA-78-7156 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7158                  TCGA-78-7159 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7160                  TCGA-78-7161 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7162                  TCGA-78-7163 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7166                  TCGA-78-7167 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7535                  TCGA-78-7536 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7537                  TCGA-78-7539 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-78-7540                  TCGA-78-7542 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-78-7633                  TCGA-86-7713 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-91-6828                  TCGA-91-6829 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-91-6835                  TCGA-91-6847 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-91-6849                  TCGA-91-7771 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-93-7347                  TCGA-93-7348 
"DEL PEAK  2(1P12) WILD-TYPE"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-95-7039                  TCGA-95-7043 
  "DEL PEAK  2(1P12) MUTATED"   "DEL PEAK  2(1P12) MUTATED" 
                 TCGA-95-7567                  TCGA-97-7546 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-97-7552                  TCGA-97-7553 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
  "DEL PEAK  2(1P12) MUTATED" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-97-7938                  TCGA-97-7941 
"DEL PEAK  2(1P12) WILD-TYPE" "DEL PEAK  2(1P12) WILD-TYPE" 
                 TCGA-99-7458 
"DEL PEAK  2(1P12) WILD-TYPE" 
[1] "hr=" "1.1"
D29V2, continuous
D29V3, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK  2(1P12) MUTATED     27   38
  DEL PEAK  2(1P12) WILD-TYPE   71   87
        clus
vv       DEL PEAK  2(1P12) MUTATED DEL PEAK  2(1P12) WILD-TYPE
  FEMALE                        38                          87
  MALE                          27                          71
D29V4, continuous
D29V5, multiclass
D29V6, multiclass
    clus
vv   DEL PEAK  2(1P12) MUTATED DEL PEAK  2(1P12) WILD-TYPE
  T1                        16                          44
  T2                        38                          92
  T3                         6                          11
  T4                         5                          10
D29V7, multiclass
       clus
vv      DEL PEAK  2(1P12) MUTATED DEL PEAK  2(1P12) WILD-TYPE
  N0                           40                          92
  N1                           13                          30
  N2+N3                        12                          30
D29V8, multiclass
    clus
vv   DEL PEAK  2(1P12) MUTATED DEL PEAK  2(1P12) WILD-TYPE
  M0                        49                         110
  M1                         1                           7
  MX                        14                          37
D29V9, multiclass
     clus
vv    DEL PEAK  2(1P12) MUTATED DEL PEAK  2(1P12) WILD-TYPE
  I                          33                          82
  II                         14                          33
  III                        16                          31
  IV                          1                           8
D29V10, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK  2(1P12) MUTATED     61    4
  DEL PEAK  2(1P12) WILD-TYPE  147   11
     clus
vv    DEL PEAK  2(1P12) MUTATED DEL PEAK  2(1P12) WILD-TYPE
  NO                          4                          11
  YES                        61                         147
D29V11, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK  2(1P12) MUTATED     54   11
  DEL PEAK  2(1P12) WILD-TYPE  133   25
     clus
vv    DEL PEAK  2(1P12) MUTATED DEL PEAK  2(1P12) WILD-TYPE
  NO                         11                          25
  YES                        54                         133
D29V12, continuous
D29V13, continuous
D29V14, multiclass
                                             clus
vv                                            DEL PEAK  2(1P12) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                        20
  CURRENT REFORMED SMOKER FOR > 15 YEARS                             20
  CURRENT SMOKER                                                     14
  LIFELONG NON-SMOKER                                                 7
                                             clus
vv                                            DEL PEAK  2(1P12) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          49
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               47
  CURRENT SMOKER                                                       31
  LIFELONG NON-SMOKER                                                  25
D29V15, continuous

Clustering(30) Variable = Del Peak  3(2q22.1) mutation analysis
D30V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK  3(2Q22.1) WILD-TYPE"   "DEL PEAK  3(2Q22.1) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK  3(2Q22.1) MUTATED" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK  3(2Q22.1) MUTATED" 
[1] "hr=" "1.4"
D30V2, continuous
D30V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  3(2Q22.1) MUTATED      9   12
  DEL PEAK  3(2Q22.1) WILD-TYPE   89  113
        clus
vv       DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE
  FEMALE                          12                           113
  MALE                             9                            89
D30V4, continuous
[1] "Remove cluster labels:"      "DEL PEAK  3(2Q22.1) MUTATED"
clus
  DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE 
                            2                            15 
                   TCGA-55-7283                    TCGA-55-7573 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-55-7725                    TCGA-55-7914 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1681 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-64-5778                    TCGA-73-4659 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4676 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-75-5122                    TCGA-86-7713 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-86-7714                    TCGA-91-6849 
"DEL PEAK  3(2Q22.1) WILD-TYPE" "DEL PEAK  3(2Q22.1) WILD-TYPE" 
                   TCGA-93-7348 
"DEL PEAK  3(2Q22.1) WILD-TYPE" 
D30V5, multiclass
D30V6, multiclass
    clus
vv   DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE
  T1                           3                            57
  T2                          13                           117
  T3                           3                            14
  T4                           2                            13
D30V7, multiclass
       clus
vv      DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE
  N0                             12                           120
  N1                              3                            40
  N2+N3                           6                            36
D30V8, multiclass
    clus
vv   DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE
  M0                          18                           141
  M1                           0                             8
  MX                           3                            48
D30V9, multiclass
     clus
vv    DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE
  I                             9                           106
  II                            5                            42
  III                           7                            40
  IV                            0                             9
D30V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  3(2Q22.1) MUTATED     19    2
  DEL PEAK  3(2Q22.1) WILD-TYPE  189   13
     clus
vv    DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE
  NO                            2                            13
  YES                          19                           189
D30V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  3(2Q22.1) MUTATED     17    4
  DEL PEAK  3(2Q22.1) WILD-TYPE  170   32
     clus
vv    DEL PEAK  3(2Q22.1) MUTATED DEL PEAK  3(2Q22.1) WILD-TYPE
  NO                            4                            32
  YES                          17                           170
D30V12, continuous
D30V13, continuous
D30V14, multiclass
                                             clus
vv                                            DEL PEAK  3(2Q22.1) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           9
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                2
  CURRENT SMOKER                                                        5
  LIFELONG NON-SMOKER                                                   4
                                             clus
vv                                            DEL PEAK  3(2Q22.1) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            60
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 65
  CURRENT SMOKER                                                         40
  LIFELONG NON-SMOKER                                                    28
D30V15, continuous

Clustering(31) Variable = Del Peak  4(2q37.3) mutation analysis
D31V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK  4(2Q37.3) MUTATED"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK  4(2Q37.3) MUTATED"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK  4(2Q37.3) MUTATED"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK  4(2Q37.3) WILD-TYPE"   "DEL PEAK  4(2Q37.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK  4(2Q37.3) MUTATED" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  4(2Q37.3) WILD-TYPE" "DEL PEAK  4(2Q37.3) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK  4(2Q37.3) MUTATED" 
[1] "hr=" "1.1"
D31V2, continuous
D31V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  4(2Q37.3) MUTATED     12   23
  DEL PEAK  4(2Q37.3) WILD-TYPE   86  102
        clus
vv       DEL PEAK  4(2Q37.3) MUTATED DEL PEAK  4(2Q37.3) WILD-TYPE
  FEMALE                          23                           102
  MALE                            12                            86
D31V4, continuous
D31V5, multiclass
D31V6, multiclass
    clus
vv   DEL PEAK  4(2Q37.3) MUTATED DEL PEAK  4(2Q37.3) WILD-TYPE
  T1                           8                            52
  T2                          23                           107
  T3                           2                            15
  T4                           2                            13
D31V7, multiclass
       clus
vv      DEL PEAK  4(2Q37.3) MUTATED DEL PEAK  4(2Q37.3) WILD-TYPE
  N0                             25                           107
  N1                              4                            39
  N2+N3                           6                            36
D31V8, multiclass
    clus
vv   DEL PEAK  4(2Q37.3) MUTATED DEL PEAK  4(2Q37.3) WILD-TYPE
  M0                          29                           130
  M1                           0                             8
  MX                           6                            45
D31V9, multiclass
     clus
vv    DEL PEAK  4(2Q37.3) MUTATED DEL PEAK  4(2Q37.3) WILD-TYPE
  I                            21                            94
  II                            6                            41
  III                           8                            39
  IV                            0                             9
D31V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  4(2Q37.3) MUTATED     34    1
  DEL PEAK  4(2Q37.3) WILD-TYPE  174   14
     clus
vv    DEL PEAK  4(2Q37.3) MUTATED DEL PEAK  4(2Q37.3) WILD-TYPE
  NO                            1                            14
  YES                          34                           174
D31V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  4(2Q37.3) MUTATED     31    4
  DEL PEAK  4(2Q37.3) WILD-TYPE  156   32
     clus
vv    DEL PEAK  4(2Q37.3) MUTATED DEL PEAK  4(2Q37.3) WILD-TYPE
  NO                            4                            32
  YES                          31                           156
D31V12, continuous
D31V13, continuous
D31V14, multiclass
                                             clus
vv                                            DEL PEAK  4(2Q37.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          12
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                6
  CURRENT SMOKER                                                        9
  LIFELONG NON-SMOKER                                                   6
                                             clus
vv                                            DEL PEAK  4(2Q37.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            57
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 61
  CURRENT SMOKER                                                         36
  LIFELONG NON-SMOKER                                                    26
D31V15, continuous

Clustering(32) Variable = Del Peak  5(3q11.1) mutation analysis
D32V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  5(3Q11.1) WILD-TYPE"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK  5(3Q11.1) MUTATED" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK  5(3Q11.1) MUTATED"   "DEL PEAK  5(3Q11.1) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  5(3Q11.1) WILD-TYPE" "DEL PEAK  5(3Q11.1) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK  5(3Q11.1) WILD-TYPE" 
[1] "hr=" "1.2"
D32V2, continuous
D32V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  5(3Q11.1) MUTATED     30   38
  DEL PEAK  5(3Q11.1) WILD-TYPE   68   87
        clus
vv       DEL PEAK  5(3Q11.1) MUTATED DEL PEAK  5(3Q11.1) WILD-TYPE
  FEMALE                          38                            87
  MALE                            30                            68
D32V4, continuous
D32V5, multiclass
D32V6, multiclass
    clus
vv   DEL PEAK  5(3Q11.1) MUTATED DEL PEAK  5(3Q11.1) WILD-TYPE
  T1                          17                            43
  T2                          41                            89
  T3                           6                            11
  T4                           4                            11
D32V7, multiclass
       clus
vv      DEL PEAK  5(3Q11.1) MUTATED DEL PEAK  5(3Q11.1) WILD-TYPE
  N0                             40                            92
  N1                             13                            30
  N2+N3                          15                            27
D32V8, multiclass
    clus
vv   DEL PEAK  5(3Q11.1) MUTATED DEL PEAK  5(3Q11.1) WILD-TYPE
  M0                          48                           111
  M1                           3                             5
  MX                          16                            35
D32V9, multiclass
     clus
vv    DEL PEAK  5(3Q11.1) MUTATED DEL PEAK  5(3Q11.1) WILD-TYPE
  I                            34                            81
  II                           15                            32
  III                          14                            33
  IV                            4                             5
D32V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  5(3Q11.1) MUTATED     64    4
  DEL PEAK  5(3Q11.1) WILD-TYPE  144   11
     clus
vv    DEL PEAK  5(3Q11.1) MUTATED DEL PEAK  5(3Q11.1) WILD-TYPE
  NO                            4                            11
  YES                          64                           144
D32V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  5(3Q11.1) MUTATED     58   10
  DEL PEAK  5(3Q11.1) WILD-TYPE  129   26
     clus
vv    DEL PEAK  5(3Q11.1) MUTATED DEL PEAK  5(3Q11.1) WILD-TYPE
  NO                           10                            26
  YES                          58                           129
D32V12, continuous
D32V13, continuous
D32V14, multiclass
                                             clus
vv                                            DEL PEAK  5(3Q11.1) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          23
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               20
  CURRENT SMOKER                                                       15
  LIFELONG NON-SMOKER                                                   7
                                             clus
vv                                            DEL PEAK  5(3Q11.1) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            46
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 47
  CURRENT SMOKER                                                         30
  LIFELONG NON-SMOKER                                                    25
D32V15, continuous

Clustering(33) Variable = Del Peak  6(3q28) mutation analysis
D33V1, survival
                 TCGA-05-4249                  TCGA-05-4382 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4384                  TCGA-05-4390 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-4415                  TCGA-05-4417 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-4418                  TCGA-05-4420 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4424                  TCGA-05-4426 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4430                  TCGA-05-4432 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4433                  TCGA-05-5420 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-5423                  TCGA-05-5429 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-5715                  TCGA-35-3615 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-38-4626                  TCGA-38-4627 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-38-4628                  TCGA-38-4631 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-38-4632                  TCGA-38-6178 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-2655                  TCGA-44-2656 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-44-2657                  TCGA-44-2659 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-2661                  TCGA-44-2662 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-2665                  TCGA-44-2666 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-3396                  TCGA-44-3919 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-6145                  TCGA-44-6146 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-6147                  TCGA-44-6774 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-44-6775                  TCGA-44-6776 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-44-6777                  TCGA-44-6779 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-7659                  TCGA-44-7662 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-7670                  TCGA-44-7671 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-44-7672                  TCGA-49-4486 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4487                  TCGA-49-4488 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4490                  TCGA-49-4494 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4501                  TCGA-49-4505 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4506                  TCGA-49-4507 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4510                  TCGA-49-4512 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4514                  TCGA-49-6742 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-49-6744                  TCGA-49-6745 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-6761                  TCGA-50-5044 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5049                  TCGA-50-5051 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5055                  TCGA-50-5068 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-50-5072                  TCGA-50-5931 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5932                  TCGA-50-5933 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5935                  TCGA-50-5936 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5939                  TCGA-50-5941 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5942                  TCGA-50-5944 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-6593                  TCGA-50-6595 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-6597                  TCGA-50-6673 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-50-7109                  TCGA-53-7626 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-53-7813                  TCGA-55-1592 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-1594                  TCGA-55-1596 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-6543                  TCGA-55-6642 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-6712                  TCGA-55-6970 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-6971                  TCGA-55-6972 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-6978                  TCGA-55-6979 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-6982                  TCGA-55-6983 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-6985                  TCGA-55-6986 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7281                  TCGA-55-7283 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-7573                  TCGA-55-7574 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-7727                  TCGA-55-7728 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7907                  TCGA-55-7911 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7914                  TCGA-64-1676 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-64-1677                  TCGA-64-1678 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-64-1681                  TCGA-64-5774 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-64-5775                  TCGA-64-5778 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-64-5781                  TCGA-67-3771 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-67-3772                  TCGA-67-3773 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-67-3774                  TCGA-67-6215 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-67-6216                  TCGA-67-6217 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-69-7760                  TCGA-69-7761 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-69-7763                  TCGA-69-7764 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-69-7765                  TCGA-71-6725 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-73-4658                  TCGA-73-4659 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-73-4662                  TCGA-73-4675 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-73-4676                  TCGA-78-7143 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7145                  TCGA-78-7147 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7148                  TCGA-78-7149 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7150                  TCGA-78-7152 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7153                  TCGA-78-7154 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7155                  TCGA-78-7156 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7158                  TCGA-78-7159 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7160                  TCGA-78-7161 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-78-7162                  TCGA-78-7163 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7166                  TCGA-78-7167 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-78-7535                  TCGA-78-7536 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7537                  TCGA-78-7539 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-78-7540                  TCGA-78-7542 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7633                  TCGA-86-7713 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-91-6828                  TCGA-91-6829 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-91-6835                  TCGA-91-6847 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-91-6849                  TCGA-91-7771 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-93-7347                  TCGA-93-7348 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-95-7039                  TCGA-95-7043 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-95-7567                  TCGA-97-7546 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-97-7552                  TCGA-97-7553 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-97-7938                  TCGA-97-7941 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-99-7458 
  "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-4249                  TCGA-05-4382 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4384                  TCGA-05-4390 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-4415                  TCGA-05-4417 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-4418                  TCGA-05-4420 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4424                  TCGA-05-4426 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4430                  TCGA-05-4432 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4433                  TCGA-05-5420 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-5423                  TCGA-05-5429 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-5715                  TCGA-35-3615 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-38-4626                  TCGA-38-4627 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-38-4628                  TCGA-38-4631 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-38-4632                  TCGA-38-6178 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-2655                  TCGA-44-2656 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-44-2657                  TCGA-44-2659 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-2661                  TCGA-44-2662 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-2665                  TCGA-44-2666 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-3396                  TCGA-44-3919 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-6145                  TCGA-44-6146 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-6147                  TCGA-44-6774 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-44-6775                  TCGA-44-6776 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-44-6777                  TCGA-44-6779 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-7659                  TCGA-44-7662 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-7670                  TCGA-44-7671 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-44-7672                  TCGA-49-4486 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4487                  TCGA-49-4488 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4490                  TCGA-49-4494 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4501                  TCGA-49-4505 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4506                  TCGA-49-4507 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4510                  TCGA-49-4512 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4514                  TCGA-49-6742 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-49-6744                  TCGA-49-6745 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-6761                  TCGA-50-5044 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5049                  TCGA-50-5051 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5055                  TCGA-50-5068 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-50-5072                  TCGA-50-5931 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5932                  TCGA-50-5933 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5935                  TCGA-50-5936 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5939                  TCGA-50-5941 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5942                  TCGA-50-5944 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-6593                  TCGA-50-6595 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-6597                  TCGA-50-6673 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-50-7109                  TCGA-53-7626 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-53-7813                  TCGA-55-1592 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-1594                  TCGA-55-1596 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-6543                  TCGA-55-6642 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-6712                  TCGA-55-6970 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-6971                  TCGA-55-6972 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-6978                  TCGA-55-6979 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-6982                  TCGA-55-6983 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-6985                  TCGA-55-6986 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7281                  TCGA-55-7283 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-7573                  TCGA-55-7574 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-7727                  TCGA-55-7728 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7907                  TCGA-55-7911 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7914                  TCGA-64-1676 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-64-1677                  TCGA-64-1678 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-64-1681                  TCGA-64-5774 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-64-5775                  TCGA-64-5778 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-64-5781                  TCGA-67-3771 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-67-3772                  TCGA-67-3773 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-67-3774                  TCGA-67-6215 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-67-6216                  TCGA-67-6217 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-69-7760                  TCGA-69-7761 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-69-7763                  TCGA-69-7764 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-69-7765                  TCGA-71-6725 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-73-4658                  TCGA-73-4659 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-73-4662                  TCGA-73-4675 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-73-4676                  TCGA-78-7143 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7145                  TCGA-78-7147 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7148                  TCGA-78-7149 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7150                  TCGA-78-7152 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7153                  TCGA-78-7154 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7155                  TCGA-78-7156 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7158                  TCGA-78-7159 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7160                  TCGA-78-7161 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-78-7162                  TCGA-78-7163 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7166                  TCGA-78-7167 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-78-7535                  TCGA-78-7536 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7537                  TCGA-78-7539 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-78-7540                  TCGA-78-7542 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7633                  TCGA-86-7713 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-91-6828                  TCGA-91-6829 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-91-6835                  TCGA-91-6847 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-91-6849                  TCGA-91-7771 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-93-7347                  TCGA-93-7348 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-95-7039                  TCGA-95-7043 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-95-7567                  TCGA-97-7546 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-97-7552                  TCGA-97-7553 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-97-7938                  TCGA-97-7941 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-99-7458 
  "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-4249                  TCGA-05-4382 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4384                  TCGA-05-4390 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-4415                  TCGA-05-4417 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-4418                  TCGA-05-4420 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4424                  TCGA-05-4426 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4430                  TCGA-05-4432 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-4433                  TCGA-05-5420 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-05-5423                  TCGA-05-5429 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-05-5715                  TCGA-35-3615 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-38-4626                  TCGA-38-4627 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-38-4628                  TCGA-38-4631 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-38-4632                  TCGA-38-6178 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-2655                  TCGA-44-2656 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-44-2657                  TCGA-44-2659 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-2661                  TCGA-44-2662 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-2665                  TCGA-44-2666 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-3396                  TCGA-44-3919 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-6145                  TCGA-44-6146 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-6147                  TCGA-44-6774 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-44-6775                  TCGA-44-6776 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-44-6777                  TCGA-44-6779 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-7659                  TCGA-44-7662 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-44-7670                  TCGA-44-7671 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-44-7672                  TCGA-49-4486 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4487                  TCGA-49-4488 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4490                  TCGA-49-4494 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4501                  TCGA-49-4505 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4506                  TCGA-49-4507 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4510                  TCGA-49-4512 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-4514                  TCGA-49-6742 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-49-6744                  TCGA-49-6745 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-49-6761                  TCGA-50-5044 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5049                  TCGA-50-5051 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5055                  TCGA-50-5068 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-50-5072                  TCGA-50-5931 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5932                  TCGA-50-5933 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5935                  TCGA-50-5936 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5939                  TCGA-50-5941 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-5942                  TCGA-50-5944 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-6593                  TCGA-50-6595 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-50-6597                  TCGA-50-6673 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-50-7109                  TCGA-53-7626 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-53-7813                  TCGA-55-1592 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-1594                  TCGA-55-1596 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-6543                  TCGA-55-6642 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-6712                  TCGA-55-6970 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-6971                  TCGA-55-6972 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-6978                  TCGA-55-6979 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-6982                  TCGA-55-6983 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-6985                  TCGA-55-6986 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7281                  TCGA-55-7283 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-7573                  TCGA-55-7574 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-55-7727                  TCGA-55-7728 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7907                  TCGA-55-7911 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-55-7914                  TCGA-64-1676 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-64-1677                  TCGA-64-1678 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-64-1681                  TCGA-64-5774 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-64-5775                  TCGA-64-5778 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-64-5781                  TCGA-67-3771 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-67-3772                  TCGA-67-3773 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-67-3774                  TCGA-67-6215 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-67-6216                  TCGA-67-6217 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-69-7760                  TCGA-69-7761 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-69-7763                  TCGA-69-7764 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-69-7765                  TCGA-71-6725 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-73-4658                  TCGA-73-4659 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-73-4662                  TCGA-73-4675 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-73-4676                  TCGA-78-7143 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7145                  TCGA-78-7147 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7148                  TCGA-78-7149 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7150                  TCGA-78-7152 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7153                  TCGA-78-7154 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7155                  TCGA-78-7156 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7158                  TCGA-78-7159 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7160                  TCGA-78-7161 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-78-7162                  TCGA-78-7163 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7166                  TCGA-78-7167 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-78-7535                  TCGA-78-7536 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7537                  TCGA-78-7539 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-78-7540                  TCGA-78-7542 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-78-7633                  TCGA-86-7713 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-91-6828                  TCGA-91-6829 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-91-6835                  TCGA-91-6847 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-91-6849                  TCGA-91-7771 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-93-7347                  TCGA-93-7348 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-95-7039                  TCGA-95-7043 
  "DEL PEAK  6(3Q28) MUTATED" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-95-7567                  TCGA-97-7546 
"DEL PEAK  6(3Q28) WILD-TYPE"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-97-7552                  TCGA-97-7553 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
  "DEL PEAK  6(3Q28) MUTATED"   "DEL PEAK  6(3Q28) MUTATED" 
                 TCGA-97-7938                  TCGA-97-7941 
"DEL PEAK  6(3Q28) WILD-TYPE" "DEL PEAK  6(3Q28) WILD-TYPE" 
                 TCGA-99-7458 
  "DEL PEAK  6(3Q28) MUTATED" 
[1] "hr=" "1.3"
D33V2, continuous
D33V3, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK  6(3Q28) MUTATED     33   34
  DEL PEAK  6(3Q28) WILD-TYPE   65   91
        clus
vv       DEL PEAK  6(3Q28) MUTATED DEL PEAK  6(3Q28) WILD-TYPE
  FEMALE                        34                          91
  MALE                          33                          65
D33V4, continuous
D33V5, multiclass
D33V6, multiclass
    clus
vv   DEL PEAK  6(3Q28) MUTATED DEL PEAK  6(3Q28) WILD-TYPE
  T1                        17                          43
  T2                        42                          88
  T3                         4                          13
  T4                         4                          11
D33V7, multiclass
       clus
vv      DEL PEAK  6(3Q28) MUTATED DEL PEAK  6(3Q28) WILD-TYPE
  N0                           45                          87
  N1                           13                          30
  N2+N3                         9                          33
D33V8, multiclass
    clus
vv   DEL PEAK  6(3Q28) MUTATED DEL PEAK  6(3Q28) WILD-TYPE
  M0                        44                         115
  M1                         2                           6
  MX                        20                          31
D33V9, multiclass
     clus
vv    DEL PEAK  6(3Q28) MUTATED DEL PEAK  6(3Q28) WILD-TYPE
  I                          37                          78
  II                         17                          30
  III                         8                          39
  IV                          3                           6
D33V10, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK  6(3Q28) MUTATED     64    3
  DEL PEAK  6(3Q28) WILD-TYPE  144   12
     clus
vv    DEL PEAK  6(3Q28) MUTATED DEL PEAK  6(3Q28) WILD-TYPE
  NO                          3                          12
  YES                        64                         144
D33V11, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK  6(3Q28) MUTATED     54   13
  DEL PEAK  6(3Q28) WILD-TYPE  133   23
     clus
vv    DEL PEAK  6(3Q28) MUTATED DEL PEAK  6(3Q28) WILD-TYPE
  NO                         13                          23
  YES                        54                         133
D33V12, continuous
D33V13, continuous
D33V14, multiclass
                                             clus
vv                                            DEL PEAK  6(3Q28) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                        20
  CURRENT REFORMED SMOKER FOR > 15 YEARS                             21
  CURRENT SMOKER                                                     15
  LIFELONG NON-SMOKER                                                 8
                                             clus
vv                                            DEL PEAK  6(3Q28) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          49
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               46
  CURRENT SMOKER                                                       30
  LIFELONG NON-SMOKER                                                  24
D33V15, continuous

Clustering(34) Variable = Del Peak  7(4p15.31) mutation analysis
D34V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK  7(4P15.31) WILD-TYPE"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK  7(4P15.31) MUTATED"   "DEL PEAK  7(4P15.31) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK  7(4P15.31) MUTATED" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK  7(4P15.31) WILD-TYPE" "DEL PEAK  7(4P15.31) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK  7(4P15.31) WILD-TYPE" 
[1] "hr=" "1.2"
D34V2, continuous
D34V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK  7(4P15.31) MUTATED     17   28
  DEL PEAK  7(4P15.31) WILD-TYPE   81   97
        clus
vv       DEL PEAK  7(4P15.31) MUTATED DEL PEAK  7(4P15.31) WILD-TYPE
  FEMALE                           28                             97
  MALE                             17                             81
D34V4, continuous
D34V5, multiclass
D34V6, multiclass
    clus
vv   DEL PEAK  7(4P15.31) MUTATED DEL PEAK  7(4P15.31) WILD-TYPE
  T1                           14                             46
  T2                           25                            105
  T3                            4                             13
  T4                            2                             13
D34V7, multiclass
       clus
vv      DEL PEAK  7(4P15.31) MUTATED DEL PEAK  7(4P15.31) WILD-TYPE
  N0                              28                            104
  N1                               7                             36
  N2+N3                            7                             35
D34V8, multiclass
    clus
vv   DEL PEAK  7(4P15.31) MUTATED DEL PEAK  7(4P15.31) WILD-TYPE
  M0                           34                            125
  M1                            1                              7
  MX                           10                             41
D34V9, multiclass
     clus
vv    DEL PEAK  7(4P15.31) MUTATED DEL PEAK  7(4P15.31) WILD-TYPE
  I                             28                             87
  II                             8                             39
  III                            8                             39
  IV                             1                              8
D34V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK  7(4P15.31) MUTATED     40    5
  DEL PEAK  7(4P15.31) WILD-TYPE  168   10
     clus
vv    DEL PEAK  7(4P15.31) MUTATED DEL PEAK  7(4P15.31) WILD-TYPE
  NO                             5                             10
  YES                           40                            168
D34V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK  7(4P15.31) MUTATED     39    6
  DEL PEAK  7(4P15.31) WILD-TYPE  148   30
     clus
vv    DEL PEAK  7(4P15.31) MUTATED DEL PEAK  7(4P15.31) WILD-TYPE
  NO                             6                             30
  YES                           39                            148
D34V12, continuous
D34V13, continuous
D34V14, multiclass
                                             clus
vv                                            DEL PEAK  7(4P15.31) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           20
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 8
  CURRENT SMOKER                                                        10
  LIFELONG NON-SMOKER                                                    6
                                             clus
vv                                            DEL PEAK  7(4P15.31) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             49
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  59
  CURRENT SMOKER                                                          35
  LIFELONG NON-SMOKER                                                     26
D34V15, continuous

Clustering(35) Variable = Del Peak  8(4q35.2) mutation analysis
D35V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
  "DEL PEAK  8(4Q35.2) MUTATED"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK  8(4Q35.2) MUTATED" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK  8(4Q35.2) WILD-TYPE"   "DEL PEAK  8(4Q35.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  8(4Q35.2) WILD-TYPE" "DEL PEAK  8(4Q35.2) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK  8(4Q35.2) WILD-TYPE" 
[1] "hr=" "1.4"
D35V2, continuous
D35V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  8(4Q35.2) MUTATED     37   39
  DEL PEAK  8(4Q35.2) WILD-TYPE   61   86
        clus
vv       DEL PEAK  8(4Q35.2) MUTATED DEL PEAK  8(4Q35.2) WILD-TYPE
  FEMALE                          39                            86
  MALE                            37                            61
D35V4, continuous
D35V5, multiclass
D35V6, multiclass
    clus
vv   DEL PEAK  8(4Q35.2) MUTATED DEL PEAK  8(4Q35.2) WILD-TYPE
  T1                          21                            39
  T2                          49                            81
  T3                           3                            14
  T4                           3                            12
D35V7, multiclass
       clus
vv      DEL PEAK  8(4Q35.2) MUTATED DEL PEAK  8(4Q35.2) WILD-TYPE
  N0                             47                            85
  N1                             11                            32
  N2+N3                          15                            27
D35V8, multiclass
    clus
vv   DEL PEAK  8(4Q35.2) MUTATED DEL PEAK  8(4Q35.2) WILD-TYPE
  M0                          61                            98
  M1                           2                             6
  MX                          12                            39
D35V9, multiclass
     clus
vv    DEL PEAK  8(4Q35.2) MUTATED DEL PEAK  8(4Q35.2) WILD-TYPE
  I                            45                            70
  II                           13                            34
  III                          16                            31
  IV                            2                             7
D35V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  8(4Q35.2) MUTATED     69    7
  DEL PEAK  8(4Q35.2) WILD-TYPE  139    8
     clus
vv    DEL PEAK  8(4Q35.2) MUTATED DEL PEAK  8(4Q35.2) WILD-TYPE
  NO                            7                             8
  YES                          69                           139
D35V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  8(4Q35.2) MUTATED     67    9
  DEL PEAK  8(4Q35.2) WILD-TYPE  120   27
     clus
vv    DEL PEAK  8(4Q35.2) MUTATED DEL PEAK  8(4Q35.2) WILD-TYPE
  NO                            9                            27
  YES                          67                           120
D35V12, continuous
D35V13, continuous
D35V14, multiclass
                                             clus
vv                                            DEL PEAK  8(4Q35.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          25
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               20
  CURRENT SMOKER                                                       20
  LIFELONG NON-SMOKER                                                   8
                                             clus
vv                                            DEL PEAK  8(4Q35.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            44
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 47
  CURRENT SMOKER                                                         25
  LIFELONG NON-SMOKER                                                    24
D35V15, continuous

Clustering(36) Variable = Del Peak  9(5q11.1) mutation analysis
D36V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK  9(5Q11.1) MUTATED"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK  9(5Q11.1) WILD-TYPE"   "DEL PEAK  9(5Q11.1) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK  9(5Q11.1) MUTATED" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK  9(5Q11.1) WILD-TYPE" "DEL PEAK  9(5Q11.1) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK  9(5Q11.1) WILD-TYPE" 
[1] "hr=" "1.2"
D36V2, continuous
D36V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  9(5Q11.1) MUTATED     24   34
  DEL PEAK  9(5Q11.1) WILD-TYPE   74   91
        clus
vv       DEL PEAK  9(5Q11.1) MUTATED DEL PEAK  9(5Q11.1) WILD-TYPE
  FEMALE                          34                            91
  MALE                            24                            74
D36V4, continuous
D36V5, multiclass
D36V6, multiclass
    clus
vv   DEL PEAK  9(5Q11.1) MUTATED DEL PEAK  9(5Q11.1) WILD-TYPE
  T1                          18                            42
  T2                          30                           100
  T3                           5                            12
  T4                           5                            10
D36V7, multiclass
       clus
vv      DEL PEAK  9(5Q11.1) MUTATED DEL PEAK  9(5Q11.1) WILD-TYPE
  N0                             34                            98
  N1                             13                            30
  N2+N3                           8                            34
D36V8, multiclass
    clus
vv   DEL PEAK  9(5Q11.1) MUTATED DEL PEAK  9(5Q11.1) WILD-TYPE
  M0                          43                           116
  M1                           2                             6
  MX                          13                            38
D36V9, multiclass
     clus
vv    DEL PEAK  9(5Q11.1) MUTATED DEL PEAK  9(5Q11.1) WILD-TYPE
  I                            31                            84
  II                           15                            32
  III                           9                            38
  IV                            3                             6
D36V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  9(5Q11.1) MUTATED     56    2
  DEL PEAK  9(5Q11.1) WILD-TYPE  152   13
     clus
vv    DEL PEAK  9(5Q11.1) MUTATED DEL PEAK  9(5Q11.1) WILD-TYPE
  NO                            2                            13
  YES                          56                           152
D36V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK  9(5Q11.1) MUTATED     48   10
  DEL PEAK  9(5Q11.1) WILD-TYPE  139   26
     clus
vv    DEL PEAK  9(5Q11.1) MUTATED DEL PEAK  9(5Q11.1) WILD-TYPE
  NO                           10                            26
  YES                          48                           139
D36V12, continuous
D36V13, continuous
D36V14, multiclass
                                             clus
vv                                            DEL PEAK  9(5Q11.1) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          23
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               12
  CURRENT SMOKER                                                       15
  LIFELONG NON-SMOKER                                                   7
                                             clus
vv                                            DEL PEAK  9(5Q11.1) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            46
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 55
  CURRENT SMOKER                                                         30
  LIFELONG NON-SMOKER                                                    25
D36V15, continuous

Clustering(37) Variable = Del Peak 10(5q11.2) mutation analysis
D37V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK 10(5Q11.2) MUTATED"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 10(5Q11.2) MUTATED" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK 10(5Q11.2) WILD-TYPE"   "DEL PEAK 10(5Q11.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK 10(5Q11.2) WILD-TYPE" "DEL PEAK 10(5Q11.2) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK 10(5Q11.2) WILD-TYPE" 
[1] "hr=" "1.1"
D37V2, continuous
D37V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 10(5Q11.2) MUTATED     33   43
  DEL PEAK 10(5Q11.2) WILD-TYPE   65   82
        clus
vv       DEL PEAK 10(5Q11.2) MUTATED DEL PEAK 10(5Q11.2) WILD-TYPE
  FEMALE                          43                            82
  MALE                            33                            65
D37V4, continuous
D37V5, multiclass
D37V6, multiclass
    clus
vv   DEL PEAK 10(5Q11.2) MUTATED DEL PEAK 10(5Q11.2) WILD-TYPE
  T1                          24                            36
  T2                          41                            89
  T3                           6                            11
  T4                           5                            10
D37V7, multiclass
       clus
vv      DEL PEAK 10(5Q11.2) MUTATED DEL PEAK 10(5Q11.2) WILD-TYPE
  N0                             41                            91
  N1                             20                            23
  N2+N3                          11                            31
D37V8, multiclass
    clus
vv   DEL PEAK 10(5Q11.2) MUTATED DEL PEAK 10(5Q11.2) WILD-TYPE
  M0                          58                           101
  M1                           3                             5
  MX                          15                            36
D37V9, multiclass
     clus
vv    DEL PEAK 10(5Q11.2) MUTATED DEL PEAK 10(5Q11.2) WILD-TYPE
  I                            39                            76
  II                           20                            27
  III                          13                            34
  IV                            4                             5
D37V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 10(5Q11.2) MUTATED     72    4
  DEL PEAK 10(5Q11.2) WILD-TYPE  136   11
     clus
vv    DEL PEAK 10(5Q11.2) MUTATED DEL PEAK 10(5Q11.2) WILD-TYPE
  NO                            4                            11
  YES                          72                           136
D37V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 10(5Q11.2) MUTATED     62   14
  DEL PEAK 10(5Q11.2) WILD-TYPE  125   22
     clus
vv    DEL PEAK 10(5Q11.2) MUTATED DEL PEAK 10(5Q11.2) WILD-TYPE
  NO                           14                            22
  YES                          62                           125
D37V12, continuous
D37V13, continuous
D37V14, multiclass
                                             clus
vv                                            DEL PEAK 10(5Q11.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          28
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               17
  CURRENT SMOKER                                                       19
  LIFELONG NON-SMOKER                                                   9
                                             clus
vv                                            DEL PEAK 10(5Q11.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            41
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 50
  CURRENT SMOKER                                                         26
  LIFELONG NON-SMOKER                                                    23
D37V15, continuous

Clustering(38) Variable = Del Peak 11(5q31.1) mutation analysis
D38V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK 11(5Q31.1) MUTATED"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 11(5Q31.1) MUTATED" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK 11(5Q31.1) WILD-TYPE"   "DEL PEAK 11(5Q31.1) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK 11(5Q31.1) WILD-TYPE" "DEL PEAK 11(5Q31.1) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK 11(5Q31.1) WILD-TYPE" 
[1] "hr=" "1.2"
D38V2, continuous
D38V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 11(5Q31.1) MUTATED     41   48
  DEL PEAK 11(5Q31.1) WILD-TYPE   57   77
        clus
vv       DEL PEAK 11(5Q31.1) MUTATED DEL PEAK 11(5Q31.1) WILD-TYPE
  FEMALE                          48                            77
  MALE                            41                            57
D38V4, continuous
D38V5, multiclass
D38V6, multiclass
    clus
vv   DEL PEAK 11(5Q31.1) MUTATED DEL PEAK 11(5Q31.1) WILD-TYPE
  T1                          28                            32
  T2                          49                            81
  T3                           7                            10
  T4                           5                            10
D38V7, multiclass
       clus
vv      DEL PEAK 11(5Q31.1) MUTATED DEL PEAK 11(5Q31.1) WILD-TYPE
  N0                             52                            80
  N1                             22                            21
  N2+N3                          11                            31
D38V8, multiclass
    clus
vv   DEL PEAK 11(5Q31.1) MUTATED DEL PEAK 11(5Q31.1) WILD-TYPE
  M0                          64                            95
  M1                           4                             4
  MX                          20                            31
D38V9, multiclass
     clus
vv    DEL PEAK 11(5Q31.1) MUTATED DEL PEAK 11(5Q31.1) WILD-TYPE
  I                            45                            70
  II                           25                            22
  III                          13                            34
  IV                            5                             4
D38V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 11(5Q31.1) MUTATED     85    4
  DEL PEAK 11(5Q31.1) WILD-TYPE  123   11
     clus
vv    DEL PEAK 11(5Q31.1) MUTATED DEL PEAK 11(5Q31.1) WILD-TYPE
  NO                            4                            11
  YES                          85                           123
D38V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 11(5Q31.1) MUTATED     75   14
  DEL PEAK 11(5Q31.1) WILD-TYPE  112   22
     clus
vv    DEL PEAK 11(5Q31.1) MUTATED DEL PEAK 11(5Q31.1) WILD-TYPE
  NO                           14                            22
  YES                          75                           112
D38V12, continuous
D38V13, continuous
D38V14, multiclass
                                             clus
vv                                            DEL PEAK 11(5Q31.1) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          31
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               20
  CURRENT SMOKER                                                       27
  LIFELONG NON-SMOKER                                                   8
                                             clus
vv                                            DEL PEAK 11(5Q31.1) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            38
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 47
  CURRENT SMOKER                                                         18
  LIFELONG NON-SMOKER                                                    24
D38V15, continuous

Clustering(39) Variable = Del Peak 12(6q11.1) mutation analysis
D39V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-5935                    TCGA-50-5936 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-6543                    TCGA-55-6642 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-55-6985                    TCGA-55-6986 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"DEL PEAK 12(6Q11.1) WILD-TYPE"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
  "DEL PEAK 12(6Q11.1) MUTATED"   "DEL PEAK 12(6Q11.1) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK 12(6Q11.1) MUTATED" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK 12(6Q11.1) WILD-TYPE" "DEL PEAK 12(6Q11.1) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK 12(6Q11.1) MUTATED" 
[1] "hr=" "1.7"
D39V2, continuous
D39V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 12(6Q11.1) MUTATED     23   39
  DEL PEAK 12(6Q11.1) WILD-TYPE   75   86
        clus
vv       DEL PEAK 12(6Q11.1) MUTATED DEL PEAK 12(6Q11.1) WILD-TYPE
  FEMALE                          39                            86
  MALE                            23                            75
D39V4, continuous
D39V5, multiclass
D39V6, multiclass
    clus
vv   DEL PEAK 12(6Q11.1) MUTATED DEL PEAK 12(6Q11.1) WILD-TYPE
  T1                          16                            44
  T2                          37                            93
  T3                           4                            13
  T4                           5                            10
D39V7, multiclass
       clus
vv      DEL PEAK 12(6Q11.1) MUTATED DEL PEAK 12(6Q11.1) WILD-TYPE
  N0                             31                           101
  N1                             13                            30
  N2+N3                          17                            25
D39V8, multiclass
    clus
vv   DEL PEAK 12(6Q11.1) MUTATED DEL PEAK 12(6Q11.1) WILD-TYPE
  M0                          48                           111
  M1                           0                             8
  MX                          12                            39
D39V9, multiclass
     clus
vv    DEL PEAK 12(6Q11.1) MUTATED DEL PEAK 12(6Q11.1) WILD-TYPE
  I                            29                            86
  II                           10                            37
  III                          20                            27
  IV                            0                             9
D39V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 12(6Q11.1) MUTATED     57    5
  DEL PEAK 12(6Q11.1) WILD-TYPE  151   10
     clus
vv    DEL PEAK 12(6Q11.1) MUTATED DEL PEAK 12(6Q11.1) WILD-TYPE
  NO                            5                            10
  YES                          57                           151
D39V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 12(6Q11.1) MUTATED     52   10
  DEL PEAK 12(6Q11.1) WILD-TYPE  135   26
     clus
vv    DEL PEAK 12(6Q11.1) MUTATED DEL PEAK 12(6Q11.1) WILD-TYPE
  NO                           10                            26
  YES                          52                           135
D39V12, continuous
D39V13, continuous
D39V14, multiclass
                                             clus
vv                                            DEL PEAK 12(6Q11.1) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          28
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               13
  CURRENT SMOKER                                                       10
  LIFELONG NON-SMOKER                                                   8
                                             clus
vv                                            DEL PEAK 12(6Q11.1) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            41
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 54
  CURRENT SMOKER                                                         35
  LIFELONG NON-SMOKER                                                    24
D39V15, continuous

Clustering(40) Variable = Del Peak 13(6q22.31) mutation analysis
D40V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7158                     TCGA-78-7159 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7158                     TCGA-78-7159 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7158                     TCGA-78-7159 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 13(6Q22.31) WILD-TYPE"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 13(6Q22.31) WILD-TYPE" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 13(6Q22.31) MUTATED"   "DEL PEAK 13(6Q22.31) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 13(6Q22.31) MUTATED" "DEL PEAK 13(6Q22.31) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 13(6Q22.31) MUTATED" 
[1] "hr=" "1"  
D40V2, continuous
D40V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 13(6Q22.31) MUTATED     52   65
  DEL PEAK 13(6Q22.31) WILD-TYPE   46   60
        clus
vv       DEL PEAK 13(6Q22.31) MUTATED DEL PEAK 13(6Q22.31) WILD-TYPE
  FEMALE                           65                             60
  MALE                             52                             46
D40V4, continuous
D40V5, multiclass
D40V6, multiclass
    clus
vv   DEL PEAK 13(6Q22.31) MUTATED DEL PEAK 13(6Q22.31) WILD-TYPE
  T1                           32                             28
  T2                           67                             63
  T3                            8                              9
  T4                           10                              5
D40V7, multiclass
       clus
vv      DEL PEAK 13(6Q22.31) MUTATED DEL PEAK 13(6Q22.31) WILD-TYPE
  N0                              68                             64
  N1                              22                             21
  N2+N3                           24                             18
D40V8, multiclass
    clus
vv   DEL PEAK 13(6Q22.31) MUTATED DEL PEAK 13(6Q22.31) WILD-TYPE
  M0                           83                             76
  M1                            5                              3
  MX                           26                             25
D40V9, multiclass
     clus
vv    DEL PEAK 13(6Q22.31) MUTATED DEL PEAK 13(6Q22.31) WILD-TYPE
  I                             59                             56
  II                            21                             26
  III                           29                             18
  IV                             5                              4
D40V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 13(6Q22.31) MUTATED    109    8
  DEL PEAK 13(6Q22.31) WILD-TYPE   99    7
     clus
vv    DEL PEAK 13(6Q22.31) MUTATED DEL PEAK 13(6Q22.31) WILD-TYPE
  NO                             8                              7
  YES                          109                             99
D40V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 13(6Q22.31) MUTATED     99   18
  DEL PEAK 13(6Q22.31) WILD-TYPE   88   18
     clus
vv    DEL PEAK 13(6Q22.31) MUTATED DEL PEAK 13(6Q22.31) WILD-TYPE
  NO                            18                             18
  YES                           99                             88
D40V12, continuous
D40V13, continuous
D40V14, multiclass
                                             clus
vv                                            DEL PEAK 13(6Q22.31) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           44
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                31
  CURRENT SMOKER                                                        24
  LIFELONG NON-SMOKER                                                   14
                                             clus
vv                                            DEL PEAK 13(6Q22.31) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             25
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  36
  CURRENT SMOKER                                                          21
  LIFELONG NON-SMOKER                                                     18
D40V15, continuous

Clustering(41) Variable = Del Peak 14(6q26) mutation analysis
D41V1, survival
                 TCGA-05-4249                  TCGA-05-4382 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4384                  TCGA-05-4390 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4415                  TCGA-05-4417 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-4418                  TCGA-05-4420 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4424                  TCGA-05-4426 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4430                  TCGA-05-4432 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-4433                  TCGA-05-5420 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-5423                  TCGA-05-5429 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-5715                  TCGA-35-3615 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-38-4626                  TCGA-38-4627 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-38-4628                  TCGA-38-4631 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-38-4632                  TCGA-38-6178 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-2655                  TCGA-44-2656 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-2657                  TCGA-44-2659 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-2661                  TCGA-44-2662 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-2665                  TCGA-44-2666 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-3396                  TCGA-44-3919 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-6145                  TCGA-44-6146 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-6147                  TCGA-44-6774 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-6775                  TCGA-44-6776 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-6777                  TCGA-44-6779 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-7659                  TCGA-44-7662 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-7670                  TCGA-44-7671 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-7672                  TCGA-49-4486 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4487                  TCGA-49-4488 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4490                  TCGA-49-4494 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4501                  TCGA-49-4505 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4506                  TCGA-49-4507 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4510                  TCGA-49-4512 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4514                  TCGA-49-6742 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-49-6744                  TCGA-49-6745 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-6761                  TCGA-50-5044 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-5049                  TCGA-50-5051 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-50-5055                  TCGA-50-5068 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-50-5072                  TCGA-50-5931 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-5932                  TCGA-50-5933 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-50-5935                  TCGA-50-5936 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-5939                  TCGA-50-5941 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-50-5942                  TCGA-50-5944 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-6593                  TCGA-50-6595 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-6597                  TCGA-50-6673 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-7109                  TCGA-53-7626 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-53-7813                  TCGA-55-1592 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-1594                  TCGA-55-1596 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6543                  TCGA-55-6642 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6712                  TCGA-55-6970 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-6971                  TCGA-55-6972 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6978                  TCGA-55-6979 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6982                  TCGA-55-6983 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6985                  TCGA-55-6986 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-7281                  TCGA-55-7283 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-7573                  TCGA-55-7574 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-7727                  TCGA-55-7728 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-7907                  TCGA-55-7911 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-7914                  TCGA-64-1676 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-64-1677                  TCGA-64-1678 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-64-1681                  TCGA-64-5774 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-64-5775                  TCGA-64-5778 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-64-5781                  TCGA-67-3771 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-67-3772                  TCGA-67-3773 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-67-3774                  TCGA-67-6215 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-67-6216                  TCGA-67-6217 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-69-7760                  TCGA-69-7761 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-69-7763                  TCGA-69-7764 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-69-7765                  TCGA-71-6725 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-73-4658                  TCGA-73-4659 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-73-4662                  TCGA-73-4675 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-73-4676                  TCGA-78-7143 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7145                  TCGA-78-7147 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7148                  TCGA-78-7149 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7150                  TCGA-78-7152 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7153                  TCGA-78-7154 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7155                  TCGA-78-7156 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7158                  TCGA-78-7159 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7160                  TCGA-78-7161 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7162                  TCGA-78-7163 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7166                  TCGA-78-7167 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7535                  TCGA-78-7536 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7537                  TCGA-78-7539 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7540                  TCGA-78-7542 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7633                  TCGA-86-7713 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-91-6828                  TCGA-91-6829 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-91-6835                  TCGA-91-6847 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-91-6849                  TCGA-91-7771 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-93-7347                  TCGA-93-7348 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-95-7039                  TCGA-95-7043 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-95-7567                  TCGA-97-7546 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-97-7552                  TCGA-97-7553 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-97-7938                  TCGA-97-7941 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-99-7458 
"DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-4249                  TCGA-05-4382 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4384                  TCGA-05-4390 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4415                  TCGA-05-4417 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-4418                  TCGA-05-4420 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4424                  TCGA-05-4426 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4430                  TCGA-05-4432 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-4433                  TCGA-05-5420 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-5423                  TCGA-05-5429 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-5715                  TCGA-35-3615 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-38-4626                  TCGA-38-4627 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-38-4628                  TCGA-38-4631 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-38-4632                  TCGA-38-6178 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-2655                  TCGA-44-2656 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-2657                  TCGA-44-2659 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-2661                  TCGA-44-2662 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-2665                  TCGA-44-2666 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-3396                  TCGA-44-3919 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-6145                  TCGA-44-6146 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-6147                  TCGA-44-6774 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-6775                  TCGA-44-6776 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-6777                  TCGA-44-6779 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-7659                  TCGA-44-7662 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-7670                  TCGA-44-7671 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-7672                  TCGA-49-4486 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4487                  TCGA-49-4488 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4490                  TCGA-49-4494 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4501                  TCGA-49-4505 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4506                  TCGA-49-4507 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4510                  TCGA-49-4512 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4514                  TCGA-49-6742 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-49-6744                  TCGA-49-6745 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-6761                  TCGA-50-5044 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-5049                  TCGA-50-5051 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-50-5055                  TCGA-50-5068 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-50-5072                  TCGA-50-5931 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-5932                  TCGA-50-5933 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-50-5935                  TCGA-50-5936 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-5939                  TCGA-50-5941 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-50-5942                  TCGA-50-5944 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-6593                  TCGA-50-6595 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-6597                  TCGA-50-6673 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-7109                  TCGA-53-7626 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-53-7813                  TCGA-55-1592 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-1594                  TCGA-55-1596 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6543                  TCGA-55-6642 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6712                  TCGA-55-6970 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-6971                  TCGA-55-6972 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6978                  TCGA-55-6979 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6982                  TCGA-55-6983 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6985                  TCGA-55-6986 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-7281                  TCGA-55-7283 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-7573                  TCGA-55-7574 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-7727                  TCGA-55-7728 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-7907                  TCGA-55-7911 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-7914                  TCGA-64-1676 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-64-1677                  TCGA-64-1678 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-64-1681                  TCGA-64-5774 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-64-5775                  TCGA-64-5778 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-64-5781                  TCGA-67-3771 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-67-3772                  TCGA-67-3773 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-67-3774                  TCGA-67-6215 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-67-6216                  TCGA-67-6217 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-69-7760                  TCGA-69-7761 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-69-7763                  TCGA-69-7764 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-69-7765                  TCGA-71-6725 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-73-4658                  TCGA-73-4659 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-73-4662                  TCGA-73-4675 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-73-4676                  TCGA-78-7143 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7145                  TCGA-78-7147 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7148                  TCGA-78-7149 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7150                  TCGA-78-7152 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7153                  TCGA-78-7154 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7155                  TCGA-78-7156 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7158                  TCGA-78-7159 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7160                  TCGA-78-7161 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7162                  TCGA-78-7163 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7166                  TCGA-78-7167 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7535                  TCGA-78-7536 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7537                  TCGA-78-7539 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7540                  TCGA-78-7542 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7633                  TCGA-86-7713 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-91-6828                  TCGA-91-6829 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-91-6835                  TCGA-91-6847 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-91-6849                  TCGA-91-7771 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-93-7347                  TCGA-93-7348 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-95-7039                  TCGA-95-7043 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-95-7567                  TCGA-97-7546 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-97-7552                  TCGA-97-7553 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-97-7938                  TCGA-97-7941 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-99-7458 
"DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-4249                  TCGA-05-4382 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4384                  TCGA-05-4390 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4415                  TCGA-05-4417 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-4418                  TCGA-05-4420 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4424                  TCGA-05-4426 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-4430                  TCGA-05-4432 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-4433                  TCGA-05-5420 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-05-5423                  TCGA-05-5429 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-05-5715                  TCGA-35-3615 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-38-4626                  TCGA-38-4627 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-38-4628                  TCGA-38-4631 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-38-4632                  TCGA-38-6178 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-2655                  TCGA-44-2656 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-2657                  TCGA-44-2659 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-2661                  TCGA-44-2662 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-2665                  TCGA-44-2666 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-3396                  TCGA-44-3919 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-6145                  TCGA-44-6146 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-6147                  TCGA-44-6774 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-6775                  TCGA-44-6776 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-6777                  TCGA-44-6779 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-44-7659                  TCGA-44-7662 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-7670                  TCGA-44-7671 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-44-7672                  TCGA-49-4486 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4487                  TCGA-49-4488 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4490                  TCGA-49-4494 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4501                  TCGA-49-4505 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4506                  TCGA-49-4507 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4510                  TCGA-49-4512 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-4514                  TCGA-49-6742 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-49-6744                  TCGA-49-6745 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-49-6761                  TCGA-50-5044 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-5049                  TCGA-50-5051 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-50-5055                  TCGA-50-5068 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-50-5072                  TCGA-50-5931 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-5932                  TCGA-50-5933 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-50-5935                  TCGA-50-5936 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-5939                  TCGA-50-5941 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-50-5942                  TCGA-50-5944 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-6593                  TCGA-50-6595 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-6597                  TCGA-50-6673 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-50-7109                  TCGA-53-7626 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-53-7813                  TCGA-55-1592 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-1594                  TCGA-55-1596 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6543                  TCGA-55-6642 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6712                  TCGA-55-6970 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-6971                  TCGA-55-6972 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6978                  TCGA-55-6979 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6982                  TCGA-55-6983 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-6985                  TCGA-55-6986 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-7281                  TCGA-55-7283 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-7573                  TCGA-55-7574 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-7727                  TCGA-55-7728 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-7907                  TCGA-55-7911 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-55-7914                  TCGA-64-1676 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-64-1677                  TCGA-64-1678 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-64-1681                  TCGA-64-5774 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-64-5775                  TCGA-64-5778 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-64-5781                  TCGA-67-3771 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-67-3772                  TCGA-67-3773 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-67-3774                  TCGA-67-6215 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-67-6216                  TCGA-67-6217 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-69-7760                  TCGA-69-7761 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-69-7763                  TCGA-69-7764 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-69-7765                  TCGA-71-6725 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-73-4658                  TCGA-73-4659 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-73-4662                  TCGA-73-4675 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-73-4676                  TCGA-78-7143 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7145                  TCGA-78-7147 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7148                  TCGA-78-7149 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7150                  TCGA-78-7152 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7153                  TCGA-78-7154 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7155                  TCGA-78-7156 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7158                  TCGA-78-7159 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7160                  TCGA-78-7161 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7162                  TCGA-78-7163 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7166                  TCGA-78-7167 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7535                  TCGA-78-7536 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7537                  TCGA-78-7539 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-78-7540                  TCGA-78-7542 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-78-7633                  TCGA-86-7713 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-91-6828                  TCGA-91-6829 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-91-6835                  TCGA-91-6847 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-91-6849                  TCGA-91-7771 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-93-7347                  TCGA-93-7348 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-95-7039                  TCGA-95-7043 
"DEL PEAK 14(6Q26) WILD-TYPE"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-95-7567                  TCGA-97-7546 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-97-7552                  TCGA-97-7553 
"DEL PEAK 14(6Q26) WILD-TYPE" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
  "DEL PEAK 14(6Q26) MUTATED"   "DEL PEAK 14(6Q26) MUTATED" 
                 TCGA-97-7938                  TCGA-97-7941 
  "DEL PEAK 14(6Q26) MUTATED" "DEL PEAK 14(6Q26) WILD-TYPE" 
                 TCGA-99-7458 
"DEL PEAK 14(6Q26) WILD-TYPE" 
[1] "hr=" "1"  
D41V2, continuous
D41V3, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 14(6Q26) MUTATED     56   60
  DEL PEAK 14(6Q26) WILD-TYPE   42   65
        clus
vv       DEL PEAK 14(6Q26) MUTATED DEL PEAK 14(6Q26) WILD-TYPE
  FEMALE                        60                          65
  MALE                          56                          42
D41V4, continuous
D41V5, multiclass
D41V6, multiclass
    clus
vv   DEL PEAK 14(6Q26) MUTATED DEL PEAK 14(6Q26) WILD-TYPE
  T1                        34                          26
  T2                        66                          64
  T3                         8                           9
  T4                         8                           7
D41V7, multiclass
       clus
vv      DEL PEAK 14(6Q26) MUTATED DEL PEAK 14(6Q26) WILD-TYPE
  N0                           67                          65
  N1                           21                          22
  N2+N3                        25                          17
D41V8, multiclass
    clus
vv   DEL PEAK 14(6Q26) MUTATED DEL PEAK 14(6Q26) WILD-TYPE
  M0                        81                          78
  M1                         5                           3
  MX                        27                          24
D41V9, multiclass
     clus
vv    DEL PEAK 14(6Q26) MUTATED DEL PEAK 14(6Q26) WILD-TYPE
  I                          60                          55
  II                         20                          27
  III                        28                          19
  IV                          5                           4
D41V10, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 14(6Q26) MUTATED    108    8
  DEL PEAK 14(6Q26) WILD-TYPE  100    7
     clus
vv    DEL PEAK 14(6Q26) MUTATED DEL PEAK 14(6Q26) WILD-TYPE
  NO                          8                           7
  YES                       108                         100
D41V11, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 14(6Q26) MUTATED    100   16
  DEL PEAK 14(6Q26) WILD-TYPE   87   20
     clus
vv    DEL PEAK 14(6Q26) MUTATED DEL PEAK 14(6Q26) WILD-TYPE
  NO                         16                          20
  YES                       100                          87
D41V12, continuous
D41V13, continuous
D41V14, multiclass
                                             clus
vv                                            DEL PEAK 14(6Q26) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                        41
  CURRENT REFORMED SMOKER FOR > 15 YEARS                             32
  CURRENT SMOKER                                                     26
  LIFELONG NON-SMOKER                                                13
                                             clus
vv                                            DEL PEAK 14(6Q26) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          28
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               35
  CURRENT SMOKER                                                       19
  LIFELONG NON-SMOKER                                                  19
D41V15, continuous

Clustering(42) Variable = Del Peak 15(8p23.2) mutation analysis
D42V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 15(8P23.2) WILD-TYPE"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 15(8P23.2) WILD-TYPE" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK 15(8P23.2) MUTATED"   "DEL PEAK 15(8P23.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "DEL PEAK 15(8P23.2) MUTATED" "DEL PEAK 15(8P23.2) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK 15(8P23.2) MUTATED" 
[1] "hr=" "1.4"
D42V2, continuous
D42V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 15(8P23.2) MUTATED     39   65
  DEL PEAK 15(8P23.2) WILD-TYPE   59   60
        clus
vv       DEL PEAK 15(8P23.2) MUTATED DEL PEAK 15(8P23.2) WILD-TYPE
  FEMALE                          65                            60
  MALE                            39                            59
D42V4, continuous
D42V5, multiclass
D42V6, multiclass
    clus
vv   DEL PEAK 15(8P23.2) MUTATED DEL PEAK 15(8P23.2) WILD-TYPE
  T1                          32                            28
  T2                          61                            69
  T3                           6                            11
  T4                           5                            10
D42V7, multiclass
       clus
vv      DEL PEAK 15(8P23.2) MUTATED DEL PEAK 15(8P23.2) WILD-TYPE
  N0                             58                            74
  N1                             19                            24
  N2+N3                          22                            20
D42V8, multiclass
    clus
vv   DEL PEAK 15(8P23.2) MUTATED DEL PEAK 15(8P23.2) WILD-TYPE
  M0                          77                            82
  M1                           3                             5
  MX                          22                            29
D42V9, multiclass
     clus
vv    DEL PEAK 15(8P23.2) MUTATED DEL PEAK 15(8P23.2) WILD-TYPE
  I                            54                            61
  II                           23                            24
  III                          23                            24
  IV                            3                             6
D42V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 15(8P23.2) MUTATED     96    8
  DEL PEAK 15(8P23.2) WILD-TYPE  112    7
     clus
vv    DEL PEAK 15(8P23.2) MUTATED DEL PEAK 15(8P23.2) WILD-TYPE
  NO                            8                             7
  YES                          96                           112
D42V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 15(8P23.2) MUTATED     90   14
  DEL PEAK 15(8P23.2) WILD-TYPE   97   22
     clus
vv    DEL PEAK 15(8P23.2) MUTATED DEL PEAK 15(8P23.2) WILD-TYPE
  NO                           14                            22
  YES                          90                            97
D42V12, continuous
D42V13, continuous
D42V14, multiclass
                                             clus
vv                                            DEL PEAK 15(8P23.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          28
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               28
  CURRENT SMOKER                                                       26
  LIFELONG NON-SMOKER                                                  17
                                             clus
vv                                            DEL PEAK 15(8P23.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            41
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 39
  CURRENT SMOKER                                                         19
  LIFELONG NON-SMOKER                                                    15
D42V15, continuous

Clustering(43) Variable = Del Peak 16(8p21.3) mutation analysis
D43V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-05-4396                    TCGA-05-4398 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-6147                    TCGA-44-6774 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-6775                    TCGA-44-6776 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-73-4662                    TCGA-73-4675 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7153                    TCGA-78-7154 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7160                    TCGA-78-7161 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK 16(8P21.3) WILD-TYPE"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 16(8P21.3) WILD-TYPE" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK 16(8P21.3) MUTATED"   "DEL PEAK 16(8P21.3) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "DEL PEAK 16(8P21.3) MUTATED" "DEL PEAK 16(8P21.3) WILD-TYPE" 
                   TCGA-99-7458 
  "DEL PEAK 16(8P21.3) MUTATED" 
[1] "hr=" "1.7"
D43V2, continuous
D43V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 16(8P21.3) MUTATED     41   71
  DEL PEAK 16(8P21.3) WILD-TYPE   57   54
        clus
vv       DEL PEAK 16(8P21.3) MUTATED DEL PEAK 16(8P21.3) WILD-TYPE
  FEMALE                          71                            54
  MALE                            41                            57
D43V4, continuous
D43V5, multiclass
D43V6, multiclass
    clus
vv   DEL PEAK 16(8P21.3) MUTATED DEL PEAK 16(8P21.3) WILD-TYPE
  T1                          30                            30
  T2                          69                            61
  T3                           6                            11
  T4                           7                             8
D43V7, multiclass
       clus
vv      DEL PEAK 16(8P21.3) MUTATED DEL PEAK 16(8P21.3) WILD-TYPE
  N0                             60                            72
  N1                             22                            21
  N2+N3                          25                            17
D43V8, multiclass
    clus
vv   DEL PEAK 16(8P21.3) MUTATED DEL PEAK 16(8P21.3) WILD-TYPE
  M0                          84                            75
  M1                           5                             3
  MX                          21                            30
D43V9, multiclass
     clus
vv    DEL PEAK 16(8P21.3) MUTATED DEL PEAK 16(8P21.3) WILD-TYPE
  I                            56                            59
  II                           23                            24
  III                          27                            20
  IV                            5                             4
D43V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 16(8P21.3) MUTATED    103    9
  DEL PEAK 16(8P21.3) WILD-TYPE  105    6
     clus
vv    DEL PEAK 16(8P21.3) MUTATED DEL PEAK 16(8P21.3) WILD-TYPE
  NO                            9                             6
  YES                         103                           105
D43V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 16(8P21.3) MUTATED     93   19
  DEL PEAK 16(8P21.3) WILD-TYPE   94   17
     clus
vv    DEL PEAK 16(8P21.3) MUTATED DEL PEAK 16(8P21.3) WILD-TYPE
  NO                           19                            17
  YES                          93                            94
D43V12, continuous
D43V13, continuous
D43V14, multiclass
                                             clus
vv                                            DEL PEAK 16(8P21.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          32
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               33
  CURRENT SMOKER                                                       25
  LIFELONG NON-SMOKER                                                  17
                                             clus
vv                                            DEL PEAK 16(8P21.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            37
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 34
  CURRENT SMOKER                                                         20
  LIFELONG NON-SMOKER                                                    15
D43V15, continuous

Clustering(44) Variable = Del Peak 17(8p11.21) mutation analysis
D44V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 17(8P11.21) MUTATED"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 17(8P11.21) MUTATED"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 17(8P11.21) MUTATED"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 17(8P11.21) MUTATED"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 17(8P11.21) MUTATED"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 17(8P11.21) MUTATED"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 17(8P11.21) MUTATED"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 17(8P11.21) MUTATED"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 17(8P11.21) WILD-TYPE"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 17(8P11.21) MUTATED"   "DEL PEAK 17(8P11.21) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 17(8P11.21) WILD-TYPE" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 17(8P11.21) MUTATED" "DEL PEAK 17(8P11.21) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 17(8P11.21) WILD-TYPE" 
[1] "hr=" "1.1"
D44V2, continuous
D44V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 17(8P11.21) MUTATED     13   33
  DEL PEAK 17(8P11.21) WILD-TYPE   85   92
        clus
vv       DEL PEAK 17(8P11.21) MUTATED DEL PEAK 17(8P11.21) WILD-TYPE
  FEMALE                           33                             92
  MALE                             13                             85
D44V4, continuous
D44V5, multiclass
D44V6, multiclass
    clus
vv   DEL PEAK 17(8P11.21) MUTATED DEL PEAK 17(8P11.21) WILD-TYPE
  T1                            9                             51
  T2                           29                            101
  T3                            6                             11
  T4                            2                             13
D44V7, multiclass
       clus
vv      DEL PEAK 17(8P11.21) MUTATED DEL PEAK 17(8P11.21) WILD-TYPE
  N0                              28                            104
  N1                               9                             34
  N2+N3                            6                             36
D44V8, multiclass
    clus
vv   DEL PEAK 17(8P11.21) MUTATED DEL PEAK 17(8P11.21) WILD-TYPE
  M0                           31                            128
  M1                            2                              6
  MX                           11                             40
D44V9, multiclass
     clus
vv    DEL PEAK 17(8P11.21) MUTATED DEL PEAK 17(8P11.21) WILD-TYPE
  I                             25                             90
  II                            11                             36
  III                            7                             40
  IV                             2                              7
D44V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 17(8P11.21) MUTATED     40    6
  DEL PEAK 17(8P11.21) WILD-TYPE  168    9
     clus
vv    DEL PEAK 17(8P11.21) MUTATED DEL PEAK 17(8P11.21) WILD-TYPE
  NO                             6                              9
  YES                           40                            168
D44V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 17(8P11.21) MUTATED     36   10
  DEL PEAK 17(8P11.21) WILD-TYPE  151   26
     clus
vv    DEL PEAK 17(8P11.21) MUTATED DEL PEAK 17(8P11.21) WILD-TYPE
  NO                            10                             26
  YES                           36                            151
D44V12, continuous
D44V13, continuous
D44V14, multiclass
                                             clus
vv                                            DEL PEAK 17(8P11.21) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           16
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                14
  CURRENT SMOKER                                                         7
  LIFELONG NON-SMOKER                                                    6
                                             clus
vv                                            DEL PEAK 17(8P11.21) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             53
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  53
  CURRENT SMOKER                                                          38
  LIFELONG NON-SMOKER                                                     26
D44V15, continuous

Clustering(45) Variable = Del Peak 18(9p23) mutation analysis
D45V1, survival
                 TCGA-05-4249                  TCGA-05-4382 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4384                  TCGA-05-4390 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-4415                  TCGA-05-4417 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4418                  TCGA-05-4420 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-4424                  TCGA-05-4426 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4430                  TCGA-05-4432 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-4433                  TCGA-05-5420 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-5423                  TCGA-05-5429 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-5715                  TCGA-35-3615 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-38-4626                  TCGA-38-4627 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-38-4628                  TCGA-38-4631 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-38-4632                  TCGA-38-6178 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-2655                  TCGA-44-2656 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-2657                  TCGA-44-2659 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-2661                  TCGA-44-2662 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-2665                  TCGA-44-2666 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-3396                  TCGA-44-3919 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-6145                  TCGA-44-6146 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-6147                  TCGA-44-6774 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-6775                  TCGA-44-6776 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-6777                  TCGA-44-6779 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-7659                  TCGA-44-7662 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-7670                  TCGA-44-7671 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-7672                  TCGA-49-4486 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-4487                  TCGA-49-4488 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-49-4490                  TCGA-49-4494 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-4501                  TCGA-49-4505 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-4506                  TCGA-49-4507 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-4510                  TCGA-49-4512 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-49-4514                  TCGA-49-6742 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-6744                  TCGA-49-6745 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-49-6761                  TCGA-50-5044 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5049                  TCGA-50-5051 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-50-5055                  TCGA-50-5068 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5072                  TCGA-50-5931 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5932                  TCGA-50-5933 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5935                  TCGA-50-5936 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5939                  TCGA-50-5941 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-50-5942                  TCGA-50-5944 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-6593                  TCGA-50-6595 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-50-6597                  TCGA-50-6673 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-7109                  TCGA-53-7626 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-53-7813                  TCGA-55-1592 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-1594                  TCGA-55-1596 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-6543                  TCGA-55-6642 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-6712                  TCGA-55-6970 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-6971                  TCGA-55-6972 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-6978                  TCGA-55-6979 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-6982                  TCGA-55-6983 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-6985                  TCGA-55-6986 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-7281                  TCGA-55-7283 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-7573                  TCGA-55-7574 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7727                  TCGA-55-7728 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7907                  TCGA-55-7911 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7914                  TCGA-64-1676 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-64-1677                  TCGA-64-1678 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-64-1681                  TCGA-64-5774 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-64-5775                  TCGA-64-5778 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-64-5781                  TCGA-67-3771 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-67-3772                  TCGA-67-3773 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-67-3774                  TCGA-67-6215 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-67-6216                  TCGA-67-6217 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-69-7760                  TCGA-69-7761 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-69-7763                  TCGA-69-7764 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-69-7765                  TCGA-71-6725 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-73-4658                  TCGA-73-4659 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-73-4662                  TCGA-73-4675 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-73-4676                  TCGA-78-7143 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7145                  TCGA-78-7147 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7148                  TCGA-78-7149 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7150                  TCGA-78-7152 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7153                  TCGA-78-7154 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7155                  TCGA-78-7156 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7158                  TCGA-78-7159 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7160                  TCGA-78-7161 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7162                  TCGA-78-7163 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7166                  TCGA-78-7167 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7535                  TCGA-78-7536 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7537                  TCGA-78-7539 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7540                  TCGA-78-7542 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7633                  TCGA-86-7713 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-91-6828                  TCGA-91-6829 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-91-6835                  TCGA-91-6847 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-91-6849                  TCGA-91-7771 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-93-7347                  TCGA-93-7348 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-95-7039                  TCGA-95-7043 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-95-7567                  TCGA-97-7546 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-97-7552                  TCGA-97-7553 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-97-7938                  TCGA-97-7941 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-99-7458 
"DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4249                  TCGA-05-4382 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4384                  TCGA-05-4390 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-4415                  TCGA-05-4417 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4418                  TCGA-05-4420 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-4424                  TCGA-05-4426 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4430                  TCGA-05-4432 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-4433                  TCGA-05-5420 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-5423                  TCGA-05-5429 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-5715                  TCGA-35-3615 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-38-4626                  TCGA-38-4627 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-38-4628                  TCGA-38-4631 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-38-4632                  TCGA-38-6178 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-2655                  TCGA-44-2656 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-2657                  TCGA-44-2659 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-2661                  TCGA-44-2662 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-2665                  TCGA-44-2666 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-3396                  TCGA-44-3919 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-6145                  TCGA-44-6146 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-6147                  TCGA-44-6774 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-6775                  TCGA-44-6776 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-6777                  TCGA-44-6779 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-7659                  TCGA-44-7662 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-7670                  TCGA-44-7671 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-7672                  TCGA-49-4486 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-4487                  TCGA-49-4488 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-49-4490                  TCGA-49-4494 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-4501                  TCGA-49-4505 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-4506                  TCGA-49-4507 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-4510                  TCGA-49-4512 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-49-4514                  TCGA-49-6742 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-6744                  TCGA-49-6745 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-49-6761                  TCGA-50-5044 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5049                  TCGA-50-5051 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-50-5055                  TCGA-50-5068 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5072                  TCGA-50-5931 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5932                  TCGA-50-5933 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5935                  TCGA-50-5936 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5939                  TCGA-50-5941 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-50-5942                  TCGA-50-5944 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-6593                  TCGA-50-6595 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-50-6597                  TCGA-50-6673 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-7109                  TCGA-53-7626 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-53-7813                  TCGA-55-1592 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-1594                  TCGA-55-1596 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-6543                  TCGA-55-6642 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-6712                  TCGA-55-6970 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-6971                  TCGA-55-6972 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-6978                  TCGA-55-6979 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-6982                  TCGA-55-6983 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-6985                  TCGA-55-6986 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-7281                  TCGA-55-7283 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-7573                  TCGA-55-7574 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7727                  TCGA-55-7728 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7907                  TCGA-55-7911 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7914                  TCGA-64-1676 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-64-1677                  TCGA-64-1678 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-64-1681                  TCGA-64-5774 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-64-5775                  TCGA-64-5778 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-64-5781                  TCGA-67-3771 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-67-3772                  TCGA-67-3773 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-67-3774                  TCGA-67-6215 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-67-6216                  TCGA-67-6217 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-69-7760                  TCGA-69-7761 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-69-7763                  TCGA-69-7764 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-69-7765                  TCGA-71-6725 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-73-4658                  TCGA-73-4659 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-73-4662                  TCGA-73-4675 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-73-4676                  TCGA-78-7143 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7145                  TCGA-78-7147 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7148                  TCGA-78-7149 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7150                  TCGA-78-7152 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7153                  TCGA-78-7154 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7155                  TCGA-78-7156 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7158                  TCGA-78-7159 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7160                  TCGA-78-7161 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7162                  TCGA-78-7163 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7166                  TCGA-78-7167 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7535                  TCGA-78-7536 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7537                  TCGA-78-7539 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7540                  TCGA-78-7542 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7633                  TCGA-86-7713 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-91-6828                  TCGA-91-6829 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-91-6835                  TCGA-91-6847 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-91-6849                  TCGA-91-7771 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-93-7347                  TCGA-93-7348 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-95-7039                  TCGA-95-7043 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-95-7567                  TCGA-97-7546 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-97-7552                  TCGA-97-7553 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-97-7938                  TCGA-97-7941 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-99-7458 
"DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4249                  TCGA-05-4382 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4384                  TCGA-05-4390 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-4396                  TCGA-05-4398 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4402                  TCGA-05-4405 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-4415                  TCGA-05-4417 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4418                  TCGA-05-4420 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-4424                  TCGA-05-4426 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-05-4430                  TCGA-05-4432 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-4433                  TCGA-05-5420 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-5423                  TCGA-05-5429 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-05-5715                  TCGA-35-3615 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-38-4626                  TCGA-38-4627 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-38-4628                  TCGA-38-4631 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-38-4632                  TCGA-38-6178 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-2655                  TCGA-44-2656 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-2657                  TCGA-44-2659 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-2661                  TCGA-44-2662 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-2665                  TCGA-44-2666 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-3396                  TCGA-44-3919 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-4112                  TCGA-44-5645 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-6145                  TCGA-44-6146 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-6147                  TCGA-44-6774 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-6775                  TCGA-44-6776 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-44-6777                  TCGA-44-6779 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-7659                  TCGA-44-7662 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-7670                  TCGA-44-7671 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-44-7672                  TCGA-49-4486 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-4487                  TCGA-49-4488 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-49-4490                  TCGA-49-4494 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-4501                  TCGA-49-4505 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-4506                  TCGA-49-4507 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-4510                  TCGA-49-4512 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-49-4514                  TCGA-49-6742 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-49-6744                  TCGA-49-6745 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-49-6761                  TCGA-50-5044 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5049                  TCGA-50-5051 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-50-5055                  TCGA-50-5068 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5072                  TCGA-50-5931 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5932                  TCGA-50-5933 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5935                  TCGA-50-5936 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-5939                  TCGA-50-5941 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-50-5942                  TCGA-50-5944 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-6593                  TCGA-50-6595 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-50-6597                  TCGA-50-6673 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-50-7109                  TCGA-53-7626 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-53-7813                  TCGA-55-1592 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-1594                  TCGA-55-1596 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-6543                  TCGA-55-6642 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-6712                  TCGA-55-6970 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-6971                  TCGA-55-6972 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-6978                  TCGA-55-6979 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-6980                  TCGA-55-6981 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-6982                  TCGA-55-6983 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-6985                  TCGA-55-6986 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-7281                  TCGA-55-7283 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-55-7573                  TCGA-55-7574 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7576                  TCGA-55-7725 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7727                  TCGA-55-7728 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7815                  TCGA-55-7903 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7907                  TCGA-55-7911 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-55-7914                  TCGA-64-1676 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-64-1677                  TCGA-64-1678 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-64-1679                  TCGA-64-1680 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-64-1681                  TCGA-64-5774 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-64-5775                  TCGA-64-5778 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-64-5781                  TCGA-67-3771 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-67-3772                  TCGA-67-3773 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-67-3774                  TCGA-67-6215 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-67-6216                  TCGA-67-6217 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-69-7760                  TCGA-69-7761 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-69-7763                  TCGA-69-7764 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-69-7765                  TCGA-71-6725 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-73-4658                  TCGA-73-4659 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-73-4662                  TCGA-73-4675 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-73-4676                  TCGA-78-7143 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7145                  TCGA-78-7147 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7148                  TCGA-78-7149 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7150                  TCGA-78-7152 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7153                  TCGA-78-7154 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7155                  TCGA-78-7156 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7158                  TCGA-78-7159 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7160                  TCGA-78-7161 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7162                  TCGA-78-7163 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7166                  TCGA-78-7167 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7535                  TCGA-78-7536 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7537                  TCGA-78-7539 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-78-7540                  TCGA-78-7542 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-78-7633                  TCGA-86-7713 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-91-6828                  TCGA-91-6829 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-91-6835                  TCGA-91-6847 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-91-6849                  TCGA-91-7771 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-93-7347                  TCGA-93-7348 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-95-7039                  TCGA-95-7043 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-95-7567                  TCGA-97-7546 
  "DEL PEAK 18(9P23) MUTATED" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-97-7552                  TCGA-97-7553 
"DEL PEAK 18(9P23) WILD-TYPE" "DEL PEAK 18(9P23) WILD-TYPE" 
                 TCGA-97-7554                  TCGA-97-7937 
"DEL PEAK 18(9P23) WILD-TYPE"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-97-7938                  TCGA-97-7941 
  "DEL PEAK 18(9P23) MUTATED"   "DEL PEAK 18(9P23) MUTATED" 
                 TCGA-99-7458 
"DEL PEAK 18(9P23) WILD-TYPE" 
[1] "hr=" "1.6"
D45V2, continuous
D45V3, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 18(9P23) MUTATED     57   71
  DEL PEAK 18(9P23) WILD-TYPE   41   54
        clus
vv       DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE
  FEMALE                        71                          54
  MALE                          57                          41
D45V4, continuous
D45V5, multiclass
D45V6, multiclass
    clus
vv   DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE
  T1                        33                          27
  T2                        74                          56
  T3                        11                           6
  T4                        10                           5
D45V7, multiclass
       clus
vv      DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE
  N0                           72                          60
  N1                           33                          10
  N2+N3                        20                          22
D45V8, multiclass
    clus
vv   DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE
  M0                        93                          66
  M1                         7                           1
  MX                        25                          26
D45V9, multiclass
     clus
vv    DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE
  I                          64                          51
  II                         32                          15
  III                        22                          25
  IV                          7                           2
D45V10, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 18(9P23) MUTATED    119    9
  DEL PEAK 18(9P23) WILD-TYPE   89    6
     clus
vv    DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE
  NO                          9                           6
  YES                       119                          89
D45V11, binary
[1] "tbl2"
                             cls
clus                          [,1] [,2]
  DEL PEAK 18(9P23) MUTATED    109   19
  DEL PEAK 18(9P23) WILD-TYPE   78   17
     clus
vv    DEL PEAK 18(9P23) MUTATED DEL PEAK 18(9P23) WILD-TYPE
  NO                         19                          17
  YES                       109                          78
D45V12, continuous
D45V13, continuous
D45V14, multiclass
                                             clus
vv                                            DEL PEAK 18(9P23) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                        34
  CURRENT REFORMED SMOKER FOR > 15 YEARS                             41
  CURRENT SMOKER                                                     21
  LIFELONG NON-SMOKER                                                23
                                             clus
vv                                            DEL PEAK 18(9P23) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          35
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               26
  CURRENT SMOKER                                                       24
  LIFELONG NON-SMOKER                                                   9
D45V15, continuous

Clustering(46) Variable = Del Peak 19(9p21.3) mutation analysis
D46V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-4487                    TCGA-49-4488 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-7281                    TCGA-55-7283 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-69-7763                    TCGA-69-7764 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-4487                    TCGA-49-4488 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-7281                    TCGA-55-7283 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-69-7763                    TCGA-69-7764 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-4424                    TCGA-05-4426 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-4433                    TCGA-05-5420 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-5423                    TCGA-05-5429 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-38-4628                    TCGA-38-4631 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-38-4632                    TCGA-38-6178 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-2665                    TCGA-44-2666 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-7670                    TCGA-44-7671 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-4487                    TCGA-49-4488 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-4501                    TCGA-49-4505 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-4510                    TCGA-49-4512 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-49-4514                    TCGA-49-6742 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-6712                    TCGA-55-6970 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-6980                    TCGA-55-6981 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-6982                    TCGA-55-6983 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-7281                    TCGA-55-7283 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-55-7573                    TCGA-55-7574 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7907                    TCGA-55-7911 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-64-1681                    TCGA-64-5774 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-64-5781                    TCGA-67-3771 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-67-3774                    TCGA-67-6215 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-69-7763                    TCGA-69-7764 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7145                    TCGA-78-7147 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7148                    TCGA-78-7149 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7150                    TCGA-78-7152 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7535                    TCGA-78-7536 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-91-6835                    TCGA-91-6847 
  "DEL PEAK 19(9P21.3) MUTATED"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-91-6849                    TCGA-91-7771 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-95-7039                    TCGA-95-7043 
"DEL PEAK 19(9P21.3) WILD-TYPE" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
"DEL PEAK 19(9P21.3) WILD-TYPE"   "DEL PEAK 19(9P21.3) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
  "DEL PEAK 19(9P21.3) MUTATED" "DEL PEAK 19(9P21.3) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK 19(9P21.3) WILD-TYPE" 
[1] "hr=" "1.4"
D46V2, continuous
D46V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 19(9P21.3) MUTATED     64   70
  DEL PEAK 19(9P21.3) WILD-TYPE   34   55
        clus
vv       DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE
  FEMALE                          70                            55
  MALE                            64                            34
D46V4, continuous
D46V5, multiclass
D46V6, multiclass
    clus
vv   DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE
  T1                          34                            26
  T2                          80                            50
  T3                          11                             6
  T4                           9                             6
D46V7, multiclass
       clus
vv      DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE
  N0                             73                            59
  N1                             35                             8
  N2+N3                          23                            19
D46V8, multiclass
    clus
vv   DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE
  M0                          97                            62
  M1                           7                             1
  MX                          27                            24
D46V9, multiclass
     clus
vv    DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE
  I                            65                            50
  II                           35                            12
  III                          24                            23
  IV                            7                             2
D46V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 19(9P21.3) MUTATED    125    9
  DEL PEAK 19(9P21.3) WILD-TYPE   83    6
     clus
vv    DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE
  NO                            9                             6
  YES                         125                            83
D46V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 19(9P21.3) MUTATED    113   21
  DEL PEAK 19(9P21.3) WILD-TYPE   74   15
     clus
vv    DEL PEAK 19(9P21.3) MUTATED DEL PEAK 19(9P21.3) WILD-TYPE
  NO                           21                            15
  YES                         113                            74
D46V12, continuous
D46V13, continuous
D46V14, multiclass
                                             clus
vv                                            DEL PEAK 19(9P21.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          35
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               43
  CURRENT SMOKER                                                       25
  LIFELONG NON-SMOKER                                                  23
                                             clus
vv                                            DEL PEAK 19(9P21.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            34
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 24
  CURRENT SMOKER                                                         20
  LIFELONG NON-SMOKER                                                     9
D46V15, continuous

Clustering(47) Variable = Del Peak 20(9q21.11) mutation analysis
D47V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 20(9Q21.11) MUTATED"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 20(9Q21.11) MUTATED" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 20(9Q21.11) WILD-TYPE"   "DEL PEAK 20(9Q21.11) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 20(9Q21.11) WILD-TYPE" "DEL PEAK 20(9Q21.11) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 20(9Q21.11) WILD-TYPE" 
[1] "hr=" "1.4"
D47V2, continuous
D47V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 20(9Q21.11) MUTATED     48   64
  DEL PEAK 20(9Q21.11) WILD-TYPE   50   61
        clus
vv       DEL PEAK 20(9Q21.11) MUTATED DEL PEAK 20(9Q21.11) WILD-TYPE
  FEMALE                           64                             61
  MALE                             48                             50
D47V4, continuous
D47V5, multiclass
D47V6, multiclass
    clus
vv   DEL PEAK 20(9Q21.11) MUTATED DEL PEAK 20(9Q21.11) WILD-TYPE
  T1                           32                             28
  T2                           65                             65
  T3                           10                              7
  T4                            5                             10
D47V7, multiclass
       clus
vv      DEL PEAK 20(9Q21.11) MUTATED DEL PEAK 20(9Q21.11) WILD-TYPE
  N0                              65                             67
  N1                              26                             17
  N2+N3                           17                             25
D47V8, multiclass
    clus
vv   DEL PEAK 20(9Q21.11) MUTATED DEL PEAK 20(9Q21.11) WILD-TYPE
  M0                           79                             80
  M1                            4                              4
  MX                           27                             24
D47V9, multiclass
     clus
vv    DEL PEAK 20(9Q21.11) MUTATED DEL PEAK 20(9Q21.11) WILD-TYPE
  I                             59                             56
  II                            29                             18
  III                           18                             29
  IV                             4                              5
D47V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 20(9Q21.11) MUTATED    106    6
  DEL PEAK 20(9Q21.11) WILD-TYPE  102    9
     clus
vv    DEL PEAK 20(9Q21.11) MUTATED DEL PEAK 20(9Q21.11) WILD-TYPE
  NO                             6                              9
  YES                          106                            102
D47V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 20(9Q21.11) MUTATED     99   13
  DEL PEAK 20(9Q21.11) WILD-TYPE   88   23
     clus
vv    DEL PEAK 20(9Q21.11) MUTATED DEL PEAK 20(9Q21.11) WILD-TYPE
  NO                            13                             23
  YES                           99                             88
D47V12, continuous
D47V13, continuous
D47V14, multiclass
                                             clus
vv                                            DEL PEAK 20(9Q21.11) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           32
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                31
  CURRENT SMOKER                                                        23
  LIFELONG NON-SMOKER                                                   18
                                             clus
vv                                            DEL PEAK 20(9Q21.11) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             37
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  36
  CURRENT SMOKER                                                          22
  LIFELONG NON-SMOKER                                                     14
D47V15, continuous

Clustering(48) Variable = Del Peak 21(10p15.3) mutation analysis
D48V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 21(10P15.3) MUTATED"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 21(10P15.3) MUTATED" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 21(10P15.3) WILD-TYPE"   "DEL PEAK 21(10P15.3) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 21(10P15.3) WILD-TYPE" "DEL PEAK 21(10P15.3) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 21(10P15.3) WILD-TYPE" 
[1] "hr=" "1.5"
D48V2, continuous
D48V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 21(10P15.3) MUTATED     13   41
  DEL PEAK 21(10P15.3) WILD-TYPE   85   84
        clus
vv       DEL PEAK 21(10P15.3) MUTATED DEL PEAK 21(10P15.3) WILD-TYPE
  FEMALE                           41                             84
  MALE                             13                             85
D48V4, continuous
D48V5, multiclass
D48V6, multiclass
    clus
vv   DEL PEAK 21(10P15.3) MUTATED DEL PEAK 21(10P15.3) WILD-TYPE
  T1                           20                             40
  T2                           30                            100
  T3                            3                             14
  T4                            1                             14
D48V7, multiclass
       clus
vv      DEL PEAK 21(10P15.3) MUTATED DEL PEAK 21(10P15.3) WILD-TYPE
  N0                              30                            102
  N1                              12                             31
  N2+N3                           10                             32
D48V8, multiclass
    clus
vv   DEL PEAK 21(10P15.3) MUTATED DEL PEAK 21(10P15.3) WILD-TYPE
  M0                           35                            124
  M1                            2                              6
  MX                           14                             37
D48V9, multiclass
     clus
vv    DEL PEAK 21(10P15.3) MUTATED DEL PEAK 21(10P15.3) WILD-TYPE
  I                             28                             87
  II                            12                             35
  III                           10                             37
  IV                             2                              7
D48V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 21(10P15.3) MUTATED     52    2
  DEL PEAK 21(10P15.3) WILD-TYPE  156   13
     clus
vv    DEL PEAK 21(10P15.3) MUTATED DEL PEAK 21(10P15.3) WILD-TYPE
  NO                             2                             13
  YES                           52                            156
D48V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 21(10P15.3) MUTATED     46    8
  DEL PEAK 21(10P15.3) WILD-TYPE  141   28
     clus
vv    DEL PEAK 21(10P15.3) MUTATED DEL PEAK 21(10P15.3) WILD-TYPE
  NO                             8                             28
  YES                           46                            141
D48V12, continuous
D48V13, continuous
D48V14, multiclass
                                             clus
vv                                            DEL PEAK 21(10P15.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           16
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                14
  CURRENT SMOKER                                                         7
  LIFELONG NON-SMOKER                                                   16
                                             clus
vv                                            DEL PEAK 21(10P15.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             53
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  53
  CURRENT SMOKER                                                          38
  LIFELONG NON-SMOKER                                                     16
D48V15, continuous

Clustering(49) Variable = Del Peak 22(10q26.3) mutation analysis
D49V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 22(10Q26.3) MUTATED"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 22(10Q26.3) WILD-TYPE"   "DEL PEAK 22(10Q26.3) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 22(10Q26.3) MUTATED" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 22(10Q26.3) WILD-TYPE" "DEL PEAK 22(10Q26.3) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 22(10Q26.3) WILD-TYPE" 
[1] "hr=" "1.1"
D49V2, continuous
D49V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 22(10Q26.3) MUTATED     21   41
  DEL PEAK 22(10Q26.3) WILD-TYPE   77   84
        clus
vv       DEL PEAK 22(10Q26.3) MUTATED DEL PEAK 22(10Q26.3) WILD-TYPE
  FEMALE                           41                             84
  MALE                             21                             77
D49V4, continuous
D49V5, multiclass
D49V6, multiclass
    clus
vv   DEL PEAK 22(10Q26.3) MUTATED DEL PEAK 22(10Q26.3) WILD-TYPE
  T1                           20                             40
  T2                           37                             93
  T3                            4                             13
  T4                            1                             14
D49V7, multiclass
       clus
vv      DEL PEAK 22(10Q26.3) MUTATED DEL PEAK 22(10Q26.3) WILD-TYPE
  N0                              42                             90
  N1                               9                             34
  N2+N3                            9                             33
D49V8, multiclass
    clus
vv   DEL PEAK 22(10Q26.3) MUTATED DEL PEAK 22(10Q26.3) WILD-TYPE
  M0                           46                            113
  M1                            1                              7
  MX                           14                             37
D49V9, multiclass
     clus
vv    DEL PEAK 22(10Q26.3) MUTATED DEL PEAK 22(10Q26.3) WILD-TYPE
  I                             41                             74
  II                            10                             37
  III                            9                             38
  IV                             1                              8
D49V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 22(10Q26.3) MUTATED     61    1
  DEL PEAK 22(10Q26.3) WILD-TYPE  147   14
     clus
vv    DEL PEAK 22(10Q26.3) MUTATED DEL PEAK 22(10Q26.3) WILD-TYPE
  NO                             1                             14
  YES                           61                            147
D49V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 22(10Q26.3) MUTATED     54    8
  DEL PEAK 22(10Q26.3) WILD-TYPE  133   28
     clus
vv    DEL PEAK 22(10Q26.3) MUTATED DEL PEAK 22(10Q26.3) WILD-TYPE
  NO                             8                             28
  YES                           54                            133
D49V12, continuous
D49V13, continuous
D49V14, multiclass
                                             clus
vv                                            DEL PEAK 22(10Q26.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           17
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                15
  CURRENT SMOKER                                                        13
  LIFELONG NON-SMOKER                                                   14
                                             clus
vv                                            DEL PEAK 22(10Q26.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             52
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  52
  CURRENT SMOKER                                                          32
  LIFELONG NON-SMOKER                                                     18
D49V15, continuous

Clustering(50) Variable = Del Peak 23(11q25) mutation analysis
D50V1, survival
                  TCGA-05-4249                   TCGA-05-4382 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4384                   TCGA-05-4390 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-05-4396                   TCGA-05-4398 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4402                   TCGA-05-4405 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4415                   TCGA-05-4417 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4418                   TCGA-05-4420 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4424                   TCGA-05-4426 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4430                   TCGA-05-4432 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4433                   TCGA-05-5420 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-05-5423                   TCGA-05-5429 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-5715                   TCGA-35-3615 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-38-4626                   TCGA-38-4627 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-38-4628                   TCGA-38-4631 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-38-4632                   TCGA-38-6178 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-2655                   TCGA-44-2656 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-2657                   TCGA-44-2659 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-2661                   TCGA-44-2662 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-2665                   TCGA-44-2666 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-3396                   TCGA-44-3919 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-4112                   TCGA-44-5645 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-6145                   TCGA-44-6146 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-6147                   TCGA-44-6774 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-6775                   TCGA-44-6776 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-6777                   TCGA-44-6779 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-44-7659                   TCGA-44-7662 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-7670                   TCGA-44-7671 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-44-7672                   TCGA-49-4486 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4487                   TCGA-49-4488 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4490                   TCGA-49-4494 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4501                   TCGA-49-4505 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4506                   TCGA-49-4507 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4510                   TCGA-49-4512 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4514                   TCGA-49-6742 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-6744                   TCGA-49-6745 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-6761                   TCGA-50-5044 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-50-5049                   TCGA-50-5051 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-5055                   TCGA-50-5068 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-5072                   TCGA-50-5931 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-50-5932                   TCGA-50-5933 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-5935                   TCGA-50-5936 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-50-5939                   TCGA-50-5941 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-5942                   TCGA-50-5944 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-6593                   TCGA-50-6595 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-6597                   TCGA-50-6673 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-50-7109                   TCGA-53-7626 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-53-7813                   TCGA-55-1592 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-1594                   TCGA-55-1596 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6543                   TCGA-55-6642 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6712                   TCGA-55-6970 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6971                   TCGA-55-6972 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-55-6978                   TCGA-55-6979 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6980                   TCGA-55-6981 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6982                   TCGA-55-6983 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6985                   TCGA-55-6986 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-7281                   TCGA-55-7283 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-55-7573                   TCGA-55-7574 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-7576                   TCGA-55-7725 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-7727                   TCGA-55-7728 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-55-7815                   TCGA-55-7903 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-55-7907                   TCGA-55-7911 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-7914                   TCGA-64-1676 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-64-1677                   TCGA-64-1678 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-64-1679                   TCGA-64-1680 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-64-1681                   TCGA-64-5774 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-64-5775                   TCGA-64-5778 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-64-5781                   TCGA-67-3771 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-67-3772                   TCGA-67-3773 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-67-3774                   TCGA-67-6215 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-67-6216                   TCGA-67-6217 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-69-7760                   TCGA-69-7761 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-69-7763                   TCGA-69-7764 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-69-7765                   TCGA-71-6725 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-73-4658                   TCGA-73-4659 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-73-4662                   TCGA-73-4675 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-73-4676                   TCGA-78-7143 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7145                   TCGA-78-7147 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7148                   TCGA-78-7149 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7150                   TCGA-78-7152 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7153                   TCGA-78-7154 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-78-7155                   TCGA-78-7156 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7158                   TCGA-78-7159 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-78-7160                   TCGA-78-7161 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7162                   TCGA-78-7163 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7166                   TCGA-78-7167 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7535                   TCGA-78-7536 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7537                   TCGA-78-7539 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-78-7540                   TCGA-78-7542 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-78-7633                   TCGA-86-7713 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-91-6828                   TCGA-91-6829 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-91-6835                   TCGA-91-6847 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-91-6849                   TCGA-91-7771 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-93-7347                   TCGA-93-7348 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-95-7039                   TCGA-95-7043 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-95-7567                   TCGA-97-7546 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-97-7552                   TCGA-97-7553 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-97-7554                   TCGA-97-7937 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-97-7938                   TCGA-97-7941 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-99-7458 
"DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4249                   TCGA-05-4382 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4384                   TCGA-05-4390 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-05-4396                   TCGA-05-4398 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4402                   TCGA-05-4405 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4415                   TCGA-05-4417 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4418                   TCGA-05-4420 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4424                   TCGA-05-4426 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4430                   TCGA-05-4432 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4433                   TCGA-05-5420 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-05-5423                   TCGA-05-5429 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-5715                   TCGA-35-3615 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-38-4626                   TCGA-38-4627 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-38-4628                   TCGA-38-4631 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-38-4632                   TCGA-38-6178 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-2655                   TCGA-44-2656 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-2657                   TCGA-44-2659 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-2661                   TCGA-44-2662 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-2665                   TCGA-44-2666 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-3396                   TCGA-44-3919 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-4112                   TCGA-44-5645 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-6145                   TCGA-44-6146 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-6147                   TCGA-44-6774 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-6775                   TCGA-44-6776 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-6777                   TCGA-44-6779 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-44-7659                   TCGA-44-7662 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-7670                   TCGA-44-7671 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-44-7672                   TCGA-49-4486 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4487                   TCGA-49-4488 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4490                   TCGA-49-4494 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4501                   TCGA-49-4505 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4506                   TCGA-49-4507 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4510                   TCGA-49-4512 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4514                   TCGA-49-6742 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-6744                   TCGA-49-6745 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-6761                   TCGA-50-5044 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-50-5049                   TCGA-50-5051 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-5055                   TCGA-50-5068 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-5072                   TCGA-50-5931 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-50-5932                   TCGA-50-5933 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-5935                   TCGA-50-5936 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-50-5939                   TCGA-50-5941 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-5942                   TCGA-50-5944 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-6593                   TCGA-50-6595 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-6597                   TCGA-50-6673 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-50-7109                   TCGA-53-7626 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-53-7813                   TCGA-55-1592 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-1594                   TCGA-55-1596 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6543                   TCGA-55-6642 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6712                   TCGA-55-6970 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6971                   TCGA-55-6972 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-55-6978                   TCGA-55-6979 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6980                   TCGA-55-6981 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6982                   TCGA-55-6983 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6985                   TCGA-55-6986 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-7281                   TCGA-55-7283 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-55-7573                   TCGA-55-7574 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-7576                   TCGA-55-7725 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-7727                   TCGA-55-7728 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-55-7815                   TCGA-55-7903 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-55-7907                   TCGA-55-7911 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-7914                   TCGA-64-1676 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-64-1677                   TCGA-64-1678 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-64-1679                   TCGA-64-1680 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-64-1681                   TCGA-64-5774 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-64-5775                   TCGA-64-5778 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-64-5781                   TCGA-67-3771 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-67-3772                   TCGA-67-3773 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-67-3774                   TCGA-67-6215 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-67-6216                   TCGA-67-6217 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-69-7760                   TCGA-69-7761 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-69-7763                   TCGA-69-7764 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-69-7765                   TCGA-71-6725 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-73-4658                   TCGA-73-4659 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-73-4662                   TCGA-73-4675 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-73-4676                   TCGA-78-7143 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7145                   TCGA-78-7147 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7148                   TCGA-78-7149 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7150                   TCGA-78-7152 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7153                   TCGA-78-7154 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-78-7155                   TCGA-78-7156 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7158                   TCGA-78-7159 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-78-7160                   TCGA-78-7161 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7162                   TCGA-78-7163 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7166                   TCGA-78-7167 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7535                   TCGA-78-7536 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7537                   TCGA-78-7539 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-78-7540                   TCGA-78-7542 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-78-7633                   TCGA-86-7713 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-91-6828                   TCGA-91-6829 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-91-6835                   TCGA-91-6847 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-91-6849                   TCGA-91-7771 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-93-7347                   TCGA-93-7348 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-95-7039                   TCGA-95-7043 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-95-7567                   TCGA-97-7546 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-97-7552                   TCGA-97-7553 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-97-7554                   TCGA-97-7937 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-97-7938                   TCGA-97-7941 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-99-7458 
"DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4249                   TCGA-05-4382 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4384                   TCGA-05-4390 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-05-4396                   TCGA-05-4398 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4402                   TCGA-05-4405 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4415                   TCGA-05-4417 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4418                   TCGA-05-4420 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4424                   TCGA-05-4426 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4430                   TCGA-05-4432 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-4433                   TCGA-05-5420 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-05-5423                   TCGA-05-5429 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-05-5715                   TCGA-35-3615 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-38-4626                   TCGA-38-4627 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-38-4628                   TCGA-38-4631 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-38-4632                   TCGA-38-6178 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-2655                   TCGA-44-2656 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-2657                   TCGA-44-2659 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-2661                   TCGA-44-2662 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-2665                   TCGA-44-2666 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-3396                   TCGA-44-3919 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-4112                   TCGA-44-5645 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-6145                   TCGA-44-6146 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-6147                   TCGA-44-6774 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-6775                   TCGA-44-6776 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-6777                   TCGA-44-6779 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-44-7659                   TCGA-44-7662 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-44-7670                   TCGA-44-7671 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-44-7672                   TCGA-49-4486 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4487                   TCGA-49-4488 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4490                   TCGA-49-4494 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4501                   TCGA-49-4505 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4506                   TCGA-49-4507 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4510                   TCGA-49-4512 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-4514                   TCGA-49-6742 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-6744                   TCGA-49-6745 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-49-6761                   TCGA-50-5044 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-50-5049                   TCGA-50-5051 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-5055                   TCGA-50-5068 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-5072                   TCGA-50-5931 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-50-5932                   TCGA-50-5933 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-5935                   TCGA-50-5936 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-50-5939                   TCGA-50-5941 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-5942                   TCGA-50-5944 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-6593                   TCGA-50-6595 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-50-6597                   TCGA-50-6673 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-50-7109                   TCGA-53-7626 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-53-7813                   TCGA-55-1592 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-1594                   TCGA-55-1596 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6543                   TCGA-55-6642 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6712                   TCGA-55-6970 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6971                   TCGA-55-6972 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-55-6978                   TCGA-55-6979 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6980                   TCGA-55-6981 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6982                   TCGA-55-6983 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-6985                   TCGA-55-6986 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-7281                   TCGA-55-7283 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-55-7573                   TCGA-55-7574 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-7576                   TCGA-55-7725 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-7727                   TCGA-55-7728 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-55-7815                   TCGA-55-7903 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-55-7907                   TCGA-55-7911 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-55-7914                   TCGA-64-1676 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-64-1677                   TCGA-64-1678 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-64-1679                   TCGA-64-1680 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-64-1681                   TCGA-64-5774 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-64-5775                   TCGA-64-5778 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-64-5781                   TCGA-67-3771 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-67-3772                   TCGA-67-3773 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-67-3774                   TCGA-67-6215 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-67-6216                   TCGA-67-6217 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-69-7760                   TCGA-69-7761 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-69-7763                   TCGA-69-7764 
  "DEL PEAK 23(11Q25) MUTATED"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-69-7765                   TCGA-71-6725 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-73-4658                   TCGA-73-4659 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-73-4662                   TCGA-73-4675 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-73-4676                   TCGA-78-7143 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7145                   TCGA-78-7147 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7148                   TCGA-78-7149 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7150                   TCGA-78-7152 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7153                   TCGA-78-7154 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-78-7155                   TCGA-78-7156 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7158                   TCGA-78-7159 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-78-7160                   TCGA-78-7161 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7162                   TCGA-78-7163 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7166                   TCGA-78-7167 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7535                   TCGA-78-7536 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-78-7537                   TCGA-78-7539 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-78-7540                   TCGA-78-7542 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-78-7633                   TCGA-86-7713 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-91-6828                   TCGA-91-6829 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-91-6835                   TCGA-91-6847 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-91-6849                   TCGA-91-7771 
  "DEL PEAK 23(11Q25) MUTATED" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-93-7347                   TCGA-93-7348 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-95-7039                   TCGA-95-7043 
"DEL PEAK 23(11Q25) WILD-TYPE"   "DEL PEAK 23(11Q25) MUTATED" 
                  TCGA-95-7567                   TCGA-97-7546 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-97-7552                   TCGA-97-7553 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-97-7554                   TCGA-97-7937 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-97-7938                   TCGA-97-7941 
"DEL PEAK 23(11Q25) WILD-TYPE" "DEL PEAK 23(11Q25) WILD-TYPE" 
                  TCGA-99-7458 
"DEL PEAK 23(11Q25) WILD-TYPE" 
[1] "hr=" "1.4"
D50V2, continuous
D50V3, binary
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  DEL PEAK 23(11Q25) MUTATED     23   27
  DEL PEAK 23(11Q25) WILD-TYPE   75   98
        clus
vv       DEL PEAK 23(11Q25) MUTATED DEL PEAK 23(11Q25) WILD-TYPE
  FEMALE                         27                           98
  MALE                           23                           75
D50V4, continuous
D50V5, multiclass
D50V6, multiclass
    clus
vv   DEL PEAK 23(11Q25) MUTATED DEL PEAK 23(11Q25) WILD-TYPE
  T1                         14                           46
  T2                         30                          100
  T3                          2                           15
  T4                          4                           11
D50V7, multiclass
       clus
vv      DEL PEAK 23(11Q25) MUTATED DEL PEAK 23(11Q25) WILD-TYPE
  N0                            28                          104
  N1                            10                           33
  N2+N3                         11                           31
D50V8, multiclass
    clus
vv   DEL PEAK 23(11Q25) MUTATED DEL PEAK 23(11Q25) WILD-TYPE
  M0                         36                          123
  M1                          3                            5
  MX                         10                           41
D50V9, multiclass
     clus
vv    DEL PEAK 23(11Q25) MUTATED DEL PEAK 23(11Q25) WILD-TYPE
  I                           26                           89
  II                          10                           37
  III                         10                           37
  IV                           3                            6
D50V10, binary
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  DEL PEAK 23(11Q25) MUTATED     48    2
  DEL PEAK 23(11Q25) WILD-TYPE  160   13
     clus
vv    DEL PEAK 23(11Q25) MUTATED DEL PEAK 23(11Q25) WILD-TYPE
  NO                           2                           13
  YES                         48                          160
D50V11, binary
[1] "tbl2"
                              cls
clus                           [,1] [,2]
  DEL PEAK 23(11Q25) MUTATED     45    5
  DEL PEAK 23(11Q25) WILD-TYPE  142   31
     clus
vv    DEL PEAK 23(11Q25) MUTATED DEL PEAK 23(11Q25) WILD-TYPE
  NO                           5                           31
  YES                         45                          142
D50V12, continuous
D50V13, continuous
D50V14, multiclass
                                             clus
vv                                            DEL PEAK 23(11Q25) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                         20
  CURRENT REFORMED SMOKER FOR > 15 YEARS                              13
  CURRENT SMOKER                                                      10
  LIFELONG NON-SMOKER                                                  4
                                             clus
vv                                            DEL PEAK 23(11Q25) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           49
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                54
  CURRENT SMOKER                                                        35
  LIFELONG NON-SMOKER                                                   28
D50V15, continuous

Clustering(51) Variable = Del Peak 24(12p12.3) mutation analysis
D51V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-3396                     TCGA-44-3919 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-3396                     TCGA-44-3919 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-3396                     TCGA-44-3919 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 24(12P12.3) WILD-TYPE"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 24(12P12.3) MUTATED"   "DEL PEAK 24(12P12.3) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 24(12P12.3) WILD-TYPE" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 24(12P12.3) MUTATED" "DEL PEAK 24(12P12.3) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 24(12P12.3) MUTATED" 
[1] "hr=" "1.2"
D51V2, continuous
D51V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 24(12P12.3) MUTATED     20   40
  DEL PEAK 24(12P12.3) WILD-TYPE   78   85
        clus
vv       DEL PEAK 24(12P12.3) MUTATED DEL PEAK 24(12P12.3) WILD-TYPE
  FEMALE                           40                             85
  MALE                             20                             78
D51V4, continuous
D51V5, multiclass
D51V6, multiclass
    clus
vv   DEL PEAK 24(12P12.3) MUTATED DEL PEAK 24(12P12.3) WILD-TYPE
  T1                           20                             40
  T2                           34                             96
  T3                            4                             13
  T4                            2                             13
D51V7, multiclass
       clus
vv      DEL PEAK 24(12P12.3) MUTATED DEL PEAK 24(12P12.3) WILD-TYPE
  N0                              41                             91
  N1                               6                             37
  N2+N3                           12                             30
D51V8, multiclass
    clus
vv   DEL PEAK 24(12P12.3) MUTATED DEL PEAK 24(12P12.3) WILD-TYPE
  M0                           39                            120
  M1                            1                              7
  MX                           18                             33
D51V9, multiclass
     clus
vv    DEL PEAK 24(12P12.3) MUTATED DEL PEAK 24(12P12.3) WILD-TYPE
  I                             36                             79
  II                             8                             39
  III                           12                             35
  IV                             2                              7
D51V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 24(12P12.3) MUTATED     53    7
  DEL PEAK 24(12P12.3) WILD-TYPE  155    8
     clus
vv    DEL PEAK 24(12P12.3) MUTATED DEL PEAK 24(12P12.3) WILD-TYPE
  NO                             7                              8
  YES                           53                            155
D51V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 24(12P12.3) MUTATED     50   10
  DEL PEAK 24(12P12.3) WILD-TYPE  137   26
     clus
vv    DEL PEAK 24(12P12.3) MUTATED DEL PEAK 24(12P12.3) WILD-TYPE
  NO                            10                             26
  YES                           50                            137
D51V12, continuous
D51V13, continuous
D51V14, multiclass
                                             clus
vv                                            DEL PEAK 24(12P12.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           20
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                22
  CURRENT SMOKER                                                        11
  LIFELONG NON-SMOKER                                                    4
                                             clus
vv                                            DEL PEAK 24(12P12.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             49
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  45
  CURRENT SMOKER                                                          34
  LIFELONG NON-SMOKER                                                     28
D51V15, continuous

Clustering(52) Variable = Del Peak 25(12q24.33) mutation analysis
D52V1, survival
                     TCGA-05-4249                      TCGA-05-4382 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4396                      TCGA-05-4398 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4424                      TCGA-05-4426 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4433                      TCGA-05-5420 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-38-4632                      TCGA-38-6178 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-2657                      TCGA-44-2659 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-2665                      TCGA-44-2666 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-6777                      TCGA-44-6779 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4510                      TCGA-49-4512 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-49-6761                      TCGA-50-5044 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5935                      TCGA-50-5936 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-7281                      TCGA-55-7283 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-7914                      TCGA-64-1676 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-67-3772                      TCGA-67-3773 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-69-7765                      TCGA-71-6725 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-97-7552                      TCGA-97-7553 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-99-7458 
  "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-05-4249                      TCGA-05-4382 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4396                      TCGA-05-4398 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4424                      TCGA-05-4426 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4433                      TCGA-05-5420 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-38-4632                      TCGA-38-6178 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-2657                      TCGA-44-2659 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-2665                      TCGA-44-2666 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-6777                      TCGA-44-6779 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4510                      TCGA-49-4512 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-49-6761                      TCGA-50-5044 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5935                      TCGA-50-5936 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-7281                      TCGA-55-7283 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-7914                      TCGA-64-1676 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-67-3772                      TCGA-67-3773 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-69-7765                      TCGA-71-6725 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-97-7552                      TCGA-97-7553 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-99-7458 
  "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-05-4249                      TCGA-05-4382 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4396                      TCGA-05-4398 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4424                      TCGA-05-4426 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-4433                      TCGA-05-5420 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-38-4632                      TCGA-38-6178 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-2657                      TCGA-44-2659 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-2665                      TCGA-44-2666 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-6777                      TCGA-44-6779 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4510                      TCGA-49-4512 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-49-6761                      TCGA-50-5044 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5935                      TCGA-50-5936 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-7281                      TCGA-55-7283 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-55-7914                      TCGA-64-1676 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-67-3772                      TCGA-67-3773 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-69-7765                      TCGA-71-6725 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 25(12Q24.33) WILD-TYPE"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 25(12Q24.33) MUTATED" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-97-7552                      TCGA-97-7553 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
  "DEL PEAK 25(12Q24.33) MUTATED"   "DEL PEAK 25(12Q24.33) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"DEL PEAK 25(12Q24.33) WILD-TYPE" "DEL PEAK 25(12Q24.33) WILD-TYPE" 
                     TCGA-99-7458 
  "DEL PEAK 25(12Q24.33) MUTATED" 
[1] "hr=" "1.1"
D52V2, continuous
D52V3, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 25(12Q24.33) MUTATED     25   37
  DEL PEAK 25(12Q24.33) WILD-TYPE   73   88
        clus
vv       DEL PEAK 25(12Q24.33) MUTATED DEL PEAK 25(12Q24.33) WILD-TYPE
  FEMALE                            37                              88
  MALE                              25                              73
D52V4, continuous
D52V5, multiclass
D52V6, multiclass
    clus
vv   DEL PEAK 25(12Q24.33) MUTATED DEL PEAK 25(12Q24.33) WILD-TYPE
  T1                            12                              48
  T2                            43                              87
  T3                             5                              12
  T4                             2                              13
D52V7, multiclass
       clus
vv      DEL PEAK 25(12Q24.33) MUTATED DEL PEAK 25(12Q24.33) WILD-TYPE
  N0                               38                              94
  N1                               12                              31
  N2+N3                            11                              31
D52V8, multiclass
    clus
vv   DEL PEAK 25(12Q24.33) MUTATED DEL PEAK 25(12Q24.33) WILD-TYPE
  M0                            41                             118
  M1                             1                               7
  MX                            18                              33
D52V9, multiclass
     clus
vv    DEL PEAK 25(12Q24.33) MUTATED DEL PEAK 25(12Q24.33) WILD-TYPE
  I                              34                              81
  II                             14                              33
  III                            11                              36
  IV                              2                               7
D52V10, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 25(12Q24.33) MUTATED     60    2
  DEL PEAK 25(12Q24.33) WILD-TYPE  148   13
     clus
vv    DEL PEAK 25(12Q24.33) MUTATED DEL PEAK 25(12Q24.33) WILD-TYPE
  NO                              2                              13
  YES                            60                             148
D52V11, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 25(12Q24.33) MUTATED     52   10
  DEL PEAK 25(12Q24.33) WILD-TYPE  135   26
     clus
vv    DEL PEAK 25(12Q24.33) MUTATED DEL PEAK 25(12Q24.33) WILD-TYPE
  NO                             10                              26
  YES                            52                             135
D52V12, continuous
D52V13, continuous
D52V14, multiclass
                                             clus
vv                                            DEL PEAK 25(12Q24.33) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            18
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 18
  CURRENT SMOKER                                                          9
  LIFELONG NON-SMOKER                                                    14
                                             clus
vv                                            DEL PEAK 25(12Q24.33) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                              51
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                   49
  CURRENT SMOKER                                                           36
  LIFELONG NON-SMOKER                                                      18
D52V15, continuous

Clustering(53) Variable = Del Peak 26(13q12.11) mutation analysis
D53V1, survival
                     TCGA-05-4249                      TCGA-05-4382 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4402                      TCGA-05-4405 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4415                      TCGA-05-4417 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4418                      TCGA-05-4420 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-7672                      TCGA-49-4486 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-4490                      TCGA-49-4494 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-49-4514                      TCGA-49-6742 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5932                      TCGA-50-5933 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-6593                      TCGA-50-6595 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-6712                      TCGA-55-6970 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-6980                      TCGA-55-6981 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-7281                      TCGA-55-7283 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-7573                      TCGA-55-7574 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-64-1677                      TCGA-64-1678 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-64-5775                      TCGA-64-5778 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-67-3772                      TCGA-67-3773 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-69-7763                      TCGA-69-7764 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7537                      TCGA-78-7539 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-91-6828                      TCGA-91-6829 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-97-7938                      TCGA-97-7941 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-99-7458 
  "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4249                      TCGA-05-4382 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4402                      TCGA-05-4405 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4415                      TCGA-05-4417 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4418                      TCGA-05-4420 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-7672                      TCGA-49-4486 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-4490                      TCGA-49-4494 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-49-4514                      TCGA-49-6742 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5932                      TCGA-50-5933 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-6593                      TCGA-50-6595 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-6712                      TCGA-55-6970 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-6980                      TCGA-55-6981 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-7281                      TCGA-55-7283 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-7573                      TCGA-55-7574 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-64-1677                      TCGA-64-1678 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-64-5775                      TCGA-64-5778 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-67-3772                      TCGA-67-3773 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-69-7763                      TCGA-69-7764 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7537                      TCGA-78-7539 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-91-6828                      TCGA-91-6829 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-97-7938                      TCGA-97-7941 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-99-7458 
  "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4249                      TCGA-05-4382 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4402                      TCGA-05-4405 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4415                      TCGA-05-4417 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4418                      TCGA-05-4420 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-44-7672                      TCGA-49-4486 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-4490                      TCGA-49-4494 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-49-4514                      TCGA-49-6742 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5932                      TCGA-50-5933 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-50-6593                      TCGA-50-6595 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-6712                      TCGA-55-6970 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-6980                      TCGA-55-6981 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-7281                      TCGA-55-7283 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-7573                      TCGA-55-7574 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-64-1677                      TCGA-64-1678 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-64-5775                      TCGA-64-5778 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-67-3772                      TCGA-67-3773 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-69-7763                      TCGA-69-7764 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7155                      TCGA-78-7156 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7537                      TCGA-78-7539 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-91-6828                      TCGA-91-6829 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 26(13Q12.11) WILD-TYPE"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 26(13Q12.11) MUTATED"   "DEL PEAK 26(13Q12.11) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
"DEL PEAK 26(13Q12.11) WILD-TYPE" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-97-7938                      TCGA-97-7941 
  "DEL PEAK 26(13Q12.11) MUTATED" "DEL PEAK 26(13Q12.11) WILD-TYPE" 
                     TCGA-99-7458 
  "DEL PEAK 26(13Q12.11) MUTATED" 
[1] "hr=" "1.1"
D53V2, continuous
D53V3, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 26(13Q12.11) MUTATED     54   61
  DEL PEAK 26(13Q12.11) WILD-TYPE   44   64
        clus
vv       DEL PEAK 26(13Q12.11) MUTATED DEL PEAK 26(13Q12.11) WILD-TYPE
  FEMALE                            61                              64
  MALE                              54                              44
D53V4, continuous
D53V5, multiclass
D53V6, multiclass
    clus
vv   DEL PEAK 26(13Q12.11) MUTATED DEL PEAK 26(13Q12.11) WILD-TYPE
  T1                            26                              34
  T2                            72                              58
  T3                             8                               9
  T4                             9                               6
D53V7, multiclass
       clus
vv      DEL PEAK 26(13Q12.11) MUTATED DEL PEAK 26(13Q12.11) WILD-TYPE
  N0                               70                              62
  N1                               21                              22
  N2+N3                            21                              21
D53V8, multiclass
    clus
vv   DEL PEAK 26(13Q12.11) MUTATED DEL PEAK 26(13Q12.11) WILD-TYPE
  M0                            78                              81
  M1                             6                               2
  MX                            30                              21
D53V9, multiclass
     clus
vv    DEL PEAK 26(13Q12.11) MUTATED DEL PEAK 26(13Q12.11) WILD-TYPE
  I                              60                              55
  II                             23                              24
  III                            24                              23
  IV                              7                               2
D53V10, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 26(13Q12.11) MUTATED    109    6
  DEL PEAK 26(13Q12.11) WILD-TYPE   99    9
     clus
vv    DEL PEAK 26(13Q12.11) MUTATED DEL PEAK 26(13Q12.11) WILD-TYPE
  NO                              6                               9
  YES                           109                              99
D53V11, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 26(13Q12.11) MUTATED     96   19
  DEL PEAK 26(13Q12.11) WILD-TYPE   91   17
     clus
vv    DEL PEAK 26(13Q12.11) MUTATED DEL PEAK 26(13Q12.11) WILD-TYPE
  NO                             19                              17
  YES                            96                              91
D53V12, continuous
D53V13, continuous
D53V14, multiclass
                                             clus
vv                                            DEL PEAK 26(13Q12.11) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            34
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 29
  CURRENT SMOKER                                                         26
  LIFELONG NON-SMOKER                                                    20
                                             clus
vv                                            DEL PEAK 26(13Q12.11) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                              35
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                   38
  CURRENT SMOKER                                                           19
  LIFELONG NON-SMOKER                                                      12
D53V15, continuous

Clustering(54) Variable = Del Peak 27(14q32.33) mutation analysis
D54V1, survival
                     TCGA-05-4249                      TCGA-05-4382 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4396                      TCGA-05-4398 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-05-4415                      TCGA-05-4417 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4433                      TCGA-05-5420 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-2657                      TCGA-44-2659 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-44-6147                      TCGA-44-6774 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-7670                      TCGA-44-7671 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4490                      TCGA-49-4494 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-49-6744                      TCGA-49-6745 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-50-5932                      TCGA-50-5933 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-53-7813                      TCGA-55-1592 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6978                      TCGA-55-6979 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6980                      TCGA-55-6981 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-64-1681                      TCGA-64-5774 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-69-7763                      TCGA-69-7764 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-69-7765                      TCGA-71-6725 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-73-4658                      TCGA-73-4659 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7145                      TCGA-78-7147 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7155                      TCGA-78-7156 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-91-6828                      TCGA-91-6829 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-97-7938                      TCGA-97-7941 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-99-7458 
"DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4249                      TCGA-05-4382 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4396                      TCGA-05-4398 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-05-4415                      TCGA-05-4417 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4433                      TCGA-05-5420 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-2657                      TCGA-44-2659 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-44-6147                      TCGA-44-6774 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-7670                      TCGA-44-7671 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4490                      TCGA-49-4494 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-49-6744                      TCGA-49-6745 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-50-5932                      TCGA-50-5933 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-53-7813                      TCGA-55-1592 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6978                      TCGA-55-6979 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6980                      TCGA-55-6981 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-64-1681                      TCGA-64-5774 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-69-7763                      TCGA-69-7764 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-69-7765                      TCGA-71-6725 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-73-4658                      TCGA-73-4659 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7145                      TCGA-78-7147 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7155                      TCGA-78-7156 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-91-6828                      TCGA-91-6829 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-97-7938                      TCGA-97-7941 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-99-7458 
"DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4249                      TCGA-05-4382 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4396                      TCGA-05-4398 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-05-4415                      TCGA-05-4417 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-4433                      TCGA-05-5420 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-2657                      TCGA-44-2659 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-44-6147                      TCGA-44-6774 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-44-7670                      TCGA-44-7671 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4490                      TCGA-49-4494 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4506                      TCGA-49-4507 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-49-6744                      TCGA-49-6745 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-50-5932                      TCGA-50-5933 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-53-7813                      TCGA-55-1592 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6978                      TCGA-55-6979 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6980                      TCGA-55-6981 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-64-1681                      TCGA-64-5774 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-69-7763                      TCGA-69-7764 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-69-7765                      TCGA-71-6725 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-73-4658                      TCGA-73-4659 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7145                      TCGA-78-7147 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7155                      TCGA-78-7156 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-91-6828                      TCGA-91-6829 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 27(14Q32.33) WILD-TYPE"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 27(14Q32.33) MUTATED" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 27(14Q32.33) MUTATED"   "DEL PEAK 27(14Q32.33) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-97-7938                      TCGA-97-7941 
"DEL PEAK 27(14Q32.33) WILD-TYPE" "DEL PEAK 27(14Q32.33) WILD-TYPE" 
                     TCGA-99-7458 
"DEL PEAK 27(14Q32.33) WILD-TYPE" 
[1] "hr=" "1.4"
D54V2, continuous
D54V3, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 27(14Q32.33) MUTATED     30   34
  DEL PEAK 27(14Q32.33) WILD-TYPE   68   91
        clus
vv       DEL PEAK 27(14Q32.33) MUTATED DEL PEAK 27(14Q32.33) WILD-TYPE
  FEMALE                            34                              91
  MALE                              30                              68
D54V4, continuous
D54V5, multiclass
D54V6, multiclass
    clus
vv   DEL PEAK 27(14Q32.33) MUTATED DEL PEAK 27(14Q32.33) WILD-TYPE
  T1                            15                              45
  T2                            37                              93
  T3                             7                              10
  T4                             5                              10
D54V7, multiclass
       clus
vv      DEL PEAK 27(14Q32.33) MUTATED DEL PEAK 27(14Q32.33) WILD-TYPE
  N0                               37                              95
  N1                               18                              25
  N2+N3                             9                              33
D54V8, multiclass
    clus
vv   DEL PEAK 27(14Q32.33) MUTATED DEL PEAK 27(14Q32.33) WILD-TYPE
  M0                            45                             114
  M1                             3                               5
  MX                            14                              37
D54V9, multiclass
     clus
vv    DEL PEAK 27(14Q32.33) MUTATED DEL PEAK 27(14Q32.33) WILD-TYPE
  I                              32                              83
  II                             16                              31
  III                             9                              38
  IV                              4                               5
D54V10, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 27(14Q32.33) MUTATED     59    5
  DEL PEAK 27(14Q32.33) WILD-TYPE  149   10
     clus
vv    DEL PEAK 27(14Q32.33) MUTATED DEL PEAK 27(14Q32.33) WILD-TYPE
  NO                              5                              10
  YES                            59                             149
D54V11, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 27(14Q32.33) MUTATED     50   14
  DEL PEAK 27(14Q32.33) WILD-TYPE  137   22
     clus
vv    DEL PEAK 27(14Q32.33) MUTATED DEL PEAK 27(14Q32.33) WILD-TYPE
  NO                             14                              22
  YES                            50                             137
D54V12, continuous
D54V13, continuous
D54V14, multiclass
                                             clus
vv                                            DEL PEAK 27(14Q32.33) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            23
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 15
  CURRENT SMOKER                                                         14
  LIFELONG NON-SMOKER                                                     7
                                             clus
vv                                            DEL PEAK 27(14Q32.33) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                              46
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                   52
  CURRENT SMOKER                                                           31
  LIFELONG NON-SMOKER                                                      25
D54V15, continuous

Clustering(55) Variable = Del Peak 28(15q11.2) mutation analysis
D55V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 28(15Q11.2) WILD-TYPE"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 28(15Q11.2) MUTATED" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 28(15Q11.2) MUTATED"   "DEL PEAK 28(15Q11.2) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 28(15Q11.2) WILD-TYPE" "DEL PEAK 28(15Q11.2) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 28(15Q11.2) MUTATED" 
[1] "hr=" "1.1"
D55V2, continuous
D55V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 28(15Q11.2) MUTATED     47   75
  DEL PEAK 28(15Q11.2) WILD-TYPE   51   50
        clus
vv       DEL PEAK 28(15Q11.2) MUTATED DEL PEAK 28(15Q11.2) WILD-TYPE
  FEMALE                           75                             50
  MALE                             47                             51
D55V4, continuous
D55V5, multiclass
D55V6, multiclass
    clus
vv   DEL PEAK 28(15Q11.2) MUTATED DEL PEAK 28(15Q11.2) WILD-TYPE
  T1                           37                             23
  T2                           70                             60
  T3                            8                              9
  T4                            7                              8
D55V7, multiclass
       clus
vv      DEL PEAK 28(15Q11.2) MUTATED DEL PEAK 28(15Q11.2) WILD-TYPE
  N0                              70                             62
  N1                              25                             18
  N2+N3                           23                             19
D55V8, multiclass
    clus
vv   DEL PEAK 28(15Q11.2) MUTATED DEL PEAK 28(15Q11.2) WILD-TYPE
  M0                           84                             75
  M1                            4                              4
  MX                           31                             20
D55V9, multiclass
     clus
vv    DEL PEAK 28(15Q11.2) MUTATED DEL PEAK 28(15Q11.2) WILD-TYPE
  I                             63                             52
  II                            27                             20
  III                           24                             23
  IV                             5                              4
D55V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 28(15Q11.2) MUTATED    113    9
  DEL PEAK 28(15Q11.2) WILD-TYPE   95    6
     clus
vv    DEL PEAK 28(15Q11.2) MUTATED DEL PEAK 28(15Q11.2) WILD-TYPE
  NO                             9                              6
  YES                          113                             95
D55V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 28(15Q11.2) MUTATED    100   22
  DEL PEAK 28(15Q11.2) WILD-TYPE   87   14
     clus
vv    DEL PEAK 28(15Q11.2) MUTATED DEL PEAK 28(15Q11.2) WILD-TYPE
  NO                            22                             14
  YES                          100                             87
D55V12, continuous
D55V13, continuous
D55V14, multiclass
                                             clus
vv                                            DEL PEAK 28(15Q11.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           43
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                30
  CURRENT SMOKER                                                        29
  LIFELONG NON-SMOKER                                                   17
                                             clus
vv                                            DEL PEAK 28(15Q11.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             26
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  37
  CURRENT SMOKER                                                          16
  LIFELONG NON-SMOKER                                                     15
D55V15, continuous

Clustering(56) Variable = Del Peak 29(15q15.2) mutation analysis
D56V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 29(15Q15.2) WILD-TYPE"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 29(15Q15.2) MUTATED" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 29(15Q15.2) MUTATED"   "DEL PEAK 29(15Q15.2) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 29(15Q15.2) WILD-TYPE" "DEL PEAK 29(15Q15.2) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 29(15Q15.2) MUTATED" 
[1] "hr=" "1"  
D56V2, continuous
D56V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 29(15Q15.2) MUTATED     47   75
  DEL PEAK 29(15Q15.2) WILD-TYPE   51   50
        clus
vv       DEL PEAK 29(15Q15.2) MUTATED DEL PEAK 29(15Q15.2) WILD-TYPE
  FEMALE                           75                             50
  MALE                             47                             51
D56V4, continuous
D56V5, multiclass
D56V6, multiclass
    clus
vv   DEL PEAK 29(15Q15.2) MUTATED DEL PEAK 29(15Q15.2) WILD-TYPE
  T1                           37                             23
  T2                           69                             61
  T3                            8                              9
  T4                            8                              7
D56V7, multiclass
       clus
vv      DEL PEAK 29(15Q15.2) MUTATED DEL PEAK 29(15Q15.2) WILD-TYPE
  N0                              69                             63
  N1                              25                             18
  N2+N3                           24                             18
D56V8, multiclass
    clus
vv   DEL PEAK 29(15Q15.2) MUTATED DEL PEAK 29(15Q15.2) WILD-TYPE
  M0                           86                             73
  M1                            4                              4
  MX                           29                             22
D56V9, multiclass
     clus
vv    DEL PEAK 29(15Q15.2) MUTATED DEL PEAK 29(15Q15.2) WILD-TYPE
  I                             62                             53
  II                            26                             21
  III                           26                             21
  IV                             5                              4
D56V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 29(15Q15.2) MUTATED    112   10
  DEL PEAK 29(15Q15.2) WILD-TYPE   96    5
     clus
vv    DEL PEAK 29(15Q15.2) MUTATED DEL PEAK 29(15Q15.2) WILD-TYPE
  NO                            10                              5
  YES                          112                             96
D56V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 29(15Q15.2) MUTATED    101   21
  DEL PEAK 29(15Q15.2) WILD-TYPE   86   15
     clus
vv    DEL PEAK 29(15Q15.2) MUTATED DEL PEAK 29(15Q15.2) WILD-TYPE
  NO                            21                             15
  YES                          101                             86
D56V12, continuous
D56V13, continuous
D56V14, multiclass
                                             clus
vv                                            DEL PEAK 29(15Q15.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           43
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                31
  CURRENT SMOKER                                                        28
  LIFELONG NON-SMOKER                                                   17
                                             clus
vv                                            DEL PEAK 29(15Q15.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             26
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  36
  CURRENT SMOKER                                                          17
  LIFELONG NON-SMOKER                                                     15
D56V15, continuous

Clustering(57) Variable = Del Peak 30(16q23.1) mutation analysis
D57V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-1594                     TCGA-55-1596 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "DEL PEAK 30(16Q23.1) MUTATED" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 30(16Q23.1) WILD-TYPE"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 30(16Q23.1) MUTATED"   "DEL PEAK 30(16Q23.1) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 30(16Q23.1) WILD-TYPE" "DEL PEAK 30(16Q23.1) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 30(16Q23.1) WILD-TYPE" 
[1] "hr=" "1.1"
D57V2, continuous
D57V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 30(16Q23.1) MUTATED     35   38
  DEL PEAK 30(16Q23.1) WILD-TYPE   63   87
        clus
vv       DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE
  FEMALE                           38                             87
  MALE                             35                             63
D57V4, continuous
D57V5, multiclass
D57V6, multiclass
    clus
vv   DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE
  T1                           18                             42
  T2                           46                             84
  T3                            5                             12
  T4                            4                             11
D57V7, multiclass
       clus
vv      DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE
  N0                              41                             91
  N1                              13                             30
  N2+N3                           16                             26
D57V8, multiclass
    clus
vv   DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE
  M0                           52                            107
  M1                            2                              6
  MX                           18                             33
D57V9, multiclass
     clus
vv    DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE
  I                             37                             78
  II                            14                             33
  III                           18                             29
  IV                             2                              7
D57V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 30(16Q23.1) MUTATED     67    6
  DEL PEAK 30(16Q23.1) WILD-TYPE  141    9
     clus
vv    DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE
  NO                             6                              9
  YES                           67                            141
D57V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 30(16Q23.1) MUTATED     63   10
  DEL PEAK 30(16Q23.1) WILD-TYPE  124   26
     clus
vv    DEL PEAK 30(16Q23.1) MUTATED DEL PEAK 30(16Q23.1) WILD-TYPE
  NO                            10                             26
  YES                           63                            124
D57V12, continuous
D57V13, continuous
D57V14, multiclass
                                             clus
vv                                            DEL PEAK 30(16Q23.1) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           29
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                16
  CURRENT SMOKER                                                        15
  LIFELONG NON-SMOKER                                                    9
                                             clus
vv                                            DEL PEAK 30(16Q23.1) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             40
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  51
  CURRENT SMOKER                                                          30
  LIFELONG NON-SMOKER                                                     23
D57V15, continuous

Clustering(58) Variable = Del Peak 31(17p13.3) mutation analysis
D58V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 31(17P13.3) WILD-TYPE"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 31(17P13.3) WILD-TYPE" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 31(17P13.3) MUTATED"   "DEL PEAK 31(17P13.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 31(17P13.3) MUTATED" "DEL PEAK 31(17P13.3) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 31(17P13.3) MUTATED" 
[1] "hr=" "1.5"
D58V2, continuous
D58V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 31(17P13.3) MUTATED     50   79
  DEL PEAK 31(17P13.3) WILD-TYPE   48   46
        clus
vv       DEL PEAK 31(17P13.3) MUTATED DEL PEAK 31(17P13.3) WILD-TYPE
  FEMALE                           79                             46
  MALE                             50                             48
D58V4, continuous
D58V5, multiclass
D58V6, multiclass
    clus
vv   DEL PEAK 31(17P13.3) MUTATED DEL PEAK 31(17P13.3) WILD-TYPE
  T1                           35                             25
  T2                           78                             52
  T3                            8                              9
  T4                            8                              7
D58V7, multiclass
       clus
vv      DEL PEAK 31(17P13.3) MUTATED DEL PEAK 31(17P13.3) WILD-TYPE
  N0                              75                             57
  N1                              25                             18
  N2+N3                           25                             17
D58V8, multiclass
    clus
vv   DEL PEAK 31(17P13.3) MUTATED DEL PEAK 31(17P13.3) WILD-TYPE
  M0                           90                             69
  M1                            4                              4
  MX                           33                             18
D58V9, multiclass
     clus
vv    DEL PEAK 31(17P13.3) MUTATED DEL PEAK 31(17P13.3) WILD-TYPE
  I                             66                             49
  II                            27                             20
  III                           29                             18
  IV                             5                              4
D58V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 31(17P13.3) MUTATED    122    7
  DEL PEAK 31(17P13.3) WILD-TYPE   86    8
     clus
vv    DEL PEAK 31(17P13.3) MUTATED DEL PEAK 31(17P13.3) WILD-TYPE
  NO                             7                              8
  YES                          122                             86
D58V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 31(17P13.3) MUTATED    104   25
  DEL PEAK 31(17P13.3) WILD-TYPE   83   11
     clus
vv    DEL PEAK 31(17P13.3) MUTATED DEL PEAK 31(17P13.3) WILD-TYPE
  NO                            25                             11
  YES                          104                             83
D58V12, continuous
D58V13, continuous
D58V14, multiclass
                                             clus
vv                                            DEL PEAK 31(17P13.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           39
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                35
  CURRENT SMOKER                                                        27
  LIFELONG NON-SMOKER                                                   23
                                             clus
vv                                            DEL PEAK 31(17P13.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             30
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  32
  CURRENT SMOKER                                                          18
  LIFELONG NON-SMOKER                                                      9
D58V15, continuous

Clustering(59) Variable = Del Peak 32(17p11.2) mutation analysis
D59V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 32(17P11.2) WILD-TYPE"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 32(17P11.2) WILD-TYPE" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
  "DEL PEAK 32(17P11.2) MUTATED"   "DEL PEAK 32(17P11.2) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
  "DEL PEAK 32(17P11.2) MUTATED" "DEL PEAK 32(17P11.2) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 32(17P11.2) WILD-TYPE" 
[1] "hr=" "1.5"
D59V2, continuous
D59V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 32(17P11.2) MUTATED     42   65
  DEL PEAK 32(17P11.2) WILD-TYPE   56   60
        clus
vv       DEL PEAK 32(17P11.2) MUTATED DEL PEAK 32(17P11.2) WILD-TYPE
  FEMALE                           65                             60
  MALE                             42                             56
D59V4, continuous
D59V5, multiclass
D59V6, multiclass
    clus
vv   DEL PEAK 32(17P11.2) MUTATED DEL PEAK 32(17P11.2) WILD-TYPE
  T1                           29                             31
  T2                           67                             63
  T3                            8                              9
  T4                            3                             12
D59V7, multiclass
       clus
vv      DEL PEAK 32(17P11.2) MUTATED DEL PEAK 32(17P11.2) WILD-TYPE
  N0                              59                             73
  N1                              23                             20
  N2+N3                           22                             20
D59V8, multiclass
    clus
vv   DEL PEAK 32(17P11.2) MUTATED DEL PEAK 32(17P11.2) WILD-TYPE
  M0                           73                             86
  M1                            3                              5
  MX                           29                             22
D59V9, multiclass
     clus
vv    DEL PEAK 32(17P11.2) MUTATED DEL PEAK 32(17P11.2) WILD-TYPE
  I                             53                             62
  II                            23                             24
  III                           25                             22
  IV                             4                              5
D59V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 32(17P11.2) MUTATED    103    4
  DEL PEAK 32(17P11.2) WILD-TYPE  105   11
     clus
vv    DEL PEAK 32(17P11.2) MUTATED DEL PEAK 32(17P11.2) WILD-TYPE
  NO                             4                             11
  YES                          103                            105
D59V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 32(17P11.2) MUTATED     87   20
  DEL PEAK 32(17P11.2) WILD-TYPE  100   16
     clus
vv    DEL PEAK 32(17P11.2) MUTATED DEL PEAK 32(17P11.2) WILD-TYPE
  NO                            20                             16
  YES                           87                            100
D59V12, continuous
D59V13, continuous
D59V14, multiclass
                                             clus
vv                                            DEL PEAK 32(17P11.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           33
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                29
  CURRENT SMOKER                                                        25
  LIFELONG NON-SMOKER                                                   16
                                             clus
vv                                            DEL PEAK 32(17P11.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             36
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  38
  CURRENT SMOKER                                                          20
  LIFELONG NON-SMOKER                                                     16
D59V15, continuous

Clustering(60) Variable = Del Peak 33(18q21.1) mutation analysis
D60V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-99-7458 
"DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-99-7458 
"DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4396                     TCGA-05-4398 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-4433                     TCGA-05-5420 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-05-5423                     TCGA-05-5429 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-2665                     TCGA-44-2666 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-49-4510                     TCGA-49-4512 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-53-7813                     TCGA-55-1592 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-7573                     TCGA-55-7574 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-73-4662                     TCGA-73-4675 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 33(18Q21.1) WILD-TYPE" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
  "DEL PEAK 33(18Q21.1) MUTATED"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-97-7552                     TCGA-97-7553 
  "DEL PEAK 33(18Q21.1) MUTATED" "DEL PEAK 33(18Q21.1) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 33(18Q21.1) WILD-TYPE"   "DEL PEAK 33(18Q21.1) MUTATED" 
                    TCGA-99-7458 
"DEL PEAK 33(18Q21.1) WILD-TYPE" 
[1] "hr=" "1.3"
D60V2, continuous
D60V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 33(18Q21.1) MUTATED     45   68
  DEL PEAK 33(18Q21.1) WILD-TYPE   53   57
        clus
vv       DEL PEAK 33(18Q21.1) MUTATED DEL PEAK 33(18Q21.1) WILD-TYPE
  FEMALE                           68                             57
  MALE                             45                             53
D60V4, continuous
D60V5, multiclass
D60V6, multiclass
    clus
vv   DEL PEAK 33(18Q21.1) MUTATED DEL PEAK 33(18Q21.1) WILD-TYPE
  T1                           25                             35
  T2                           72                             58
  T3                           10                              7
  T4                            6                              9
D60V7, multiclass
       clus
vv      DEL PEAK 33(18Q21.1) MUTATED DEL PEAK 33(18Q21.1) WILD-TYPE
  N0                              65                             67
  N1                              24                             19
  N2+N3                           22                             20
D60V8, multiclass
    clus
vv   DEL PEAK 33(18Q21.1) MUTATED DEL PEAK 33(18Q21.1) WILD-TYPE
  M0                           77                             82
  M1                            3                              5
  MX                           30                             21
D60V9, multiclass
     clus
vv    DEL PEAK 33(18Q21.1) MUTATED DEL PEAK 33(18Q21.1) WILD-TYPE
  I                             56                             59
  II                            28                             19
  III                           22                             25
  IV                             4                              5
D60V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 33(18Q21.1) MUTATED    105    8
  DEL PEAK 33(18Q21.1) WILD-TYPE  103    7
     clus
vv    DEL PEAK 33(18Q21.1) MUTATED DEL PEAK 33(18Q21.1) WILD-TYPE
  NO                             8                              7
  YES                          105                            103
D60V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 33(18Q21.1) MUTATED     95   18
  DEL PEAK 33(18Q21.1) WILD-TYPE   92   18
     clus
vv    DEL PEAK 33(18Q21.1) MUTATED DEL PEAK 33(18Q21.1) WILD-TYPE
  NO                            18                             18
  YES                           95                             92
D60V12, continuous
D60V13, continuous
D60V14, multiclass
                                             clus
vv                                            DEL PEAK 33(18Q21.1) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           39
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                31
  CURRENT SMOKER                                                        21
  LIFELONG NON-SMOKER                                                   19
                                             clus
vv                                            DEL PEAK 33(18Q21.1) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             30
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  36
  CURRENT SMOKER                                                          24
  LIFELONG NON-SMOKER                                                     13
D60V15, continuous

Clustering(61) Variable = Del Peak 34(18q21.32) mutation analysis
D61V1, survival
                     TCGA-05-4249                      TCGA-05-4382 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4396                      TCGA-05-4398 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-4402                      TCGA-05-4405 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-4415                      TCGA-05-4417 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-4418                      TCGA-05-4420 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4424                      TCGA-05-4426 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4433                      TCGA-05-5420 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-5715                      TCGA-35-3615 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-6147                      TCGA-44-6774 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-7672                      TCGA-49-4486 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-4506                      TCGA-49-4507 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-4514                      TCGA-49-6742 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-6744                      TCGA-49-6745 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-53-7813                      TCGA-55-1592 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-1594                      TCGA-55-1596 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-7576                      TCGA-55-7725 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-69-7765                      TCGA-71-6725 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-73-4658                      TCGA-73-4659 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7155                      TCGA-78-7156 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-91-6828                      TCGA-91-6829 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-95-7039                      TCGA-95-7043 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-99-7458 
"DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4249                      TCGA-05-4382 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4396                      TCGA-05-4398 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-4402                      TCGA-05-4405 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-4415                      TCGA-05-4417 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-4418                      TCGA-05-4420 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4424                      TCGA-05-4426 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4433                      TCGA-05-5420 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-5715                      TCGA-35-3615 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-6147                      TCGA-44-6774 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-7672                      TCGA-49-4486 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-4506                      TCGA-49-4507 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-4514                      TCGA-49-6742 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-6744                      TCGA-49-6745 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-53-7813                      TCGA-55-1592 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-1594                      TCGA-55-1596 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-7576                      TCGA-55-7725 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-69-7765                      TCGA-71-6725 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-73-4658                      TCGA-73-4659 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7155                      TCGA-78-7156 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-91-6828                      TCGA-91-6829 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-95-7039                      TCGA-95-7043 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-99-7458 
"DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4249                      TCGA-05-4382 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4396                      TCGA-05-4398 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-4402                      TCGA-05-4405 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-4415                      TCGA-05-4417 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-4418                      TCGA-05-4420 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4424                      TCGA-05-4426 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-4433                      TCGA-05-5420 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-05-5423                      TCGA-05-5429 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-05-5715                      TCGA-35-3615 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-6147                      TCGA-44-6774 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-44-7672                      TCGA-49-4486 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-4506                      TCGA-49-4507 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-4514                      TCGA-49-6742 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-49-6744                      TCGA-49-6745 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5072                      TCGA-50-5931 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-53-7813                      TCGA-55-1592 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-1594                      TCGA-55-1596 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-7576                      TCGA-55-7725 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-64-1677                      TCGA-64-1678 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-64-1679                      TCGA-64-1680 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-69-7765                      TCGA-71-6725 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-73-4658                      TCGA-73-4659 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7155                      TCGA-78-7156 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 34(18Q21.32) WILD-TYPE" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-91-6828                      TCGA-91-6829 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-95-7039                      TCGA-95-7043 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 34(18Q21.32) MUTATED"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-97-7552                      TCGA-97-7553 
  "DEL PEAK 34(18Q21.32) MUTATED" "DEL PEAK 34(18Q21.32) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
"DEL PEAK 34(18Q21.32) WILD-TYPE"   "DEL PEAK 34(18Q21.32) MUTATED" 
                     TCGA-99-7458 
"DEL PEAK 34(18Q21.32) WILD-TYPE" 
[1] "hr=" "1.4"
D61V2, continuous
D61V3, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 34(18Q21.32) MUTATED     45   70
  DEL PEAK 34(18Q21.32) WILD-TYPE   53   55
        clus
vv       DEL PEAK 34(18Q21.32) MUTATED DEL PEAK 34(18Q21.32) WILD-TYPE
  FEMALE                            70                              55
  MALE                              45                              53
D61V4, continuous
D61V5, multiclass
D61V6, multiclass
    clus
vv   DEL PEAK 34(18Q21.32) MUTATED DEL PEAK 34(18Q21.32) WILD-TYPE
  T1                            25                              35
  T2                            72                              58
  T3                            11                               6
  T4                             7                               8
D61V7, multiclass
       clus
vv      DEL PEAK 34(18Q21.32) MUTATED DEL PEAK 34(18Q21.32) WILD-TYPE
  N0                               65                              67
  N1                               25                              18
  N2+N3                            22                              20
D61V8, multiclass
    clus
vv   DEL PEAK 34(18Q21.32) MUTATED DEL PEAK 34(18Q21.32) WILD-TYPE
  M0                            79                              80
  M1                             4                               4
  MX                            29                              22
D61V9, multiclass
     clus
vv    DEL PEAK 34(18Q21.32) MUTATED DEL PEAK 34(18Q21.32) WILD-TYPE
  I                              56                              59
  II                             27                              20
  III                            24                              23
  IV                              5                               4
D61V10, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 34(18Q21.32) MUTATED    106    9
  DEL PEAK 34(18Q21.32) WILD-TYPE  102    6
     clus
vv    DEL PEAK 34(18Q21.32) MUTATED DEL PEAK 34(18Q21.32) WILD-TYPE
  NO                              9                               6
  YES                           106                             102
D61V11, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 34(18Q21.32) MUTATED     96   19
  DEL PEAK 34(18Q21.32) WILD-TYPE   91   17
     clus
vv    DEL PEAK 34(18Q21.32) MUTATED DEL PEAK 34(18Q21.32) WILD-TYPE
  NO                             19                              17
  YES                            96                              91
D61V12, continuous
D61V13, continuous
D61V14, multiclass
                                             clus
vv                                            DEL PEAK 34(18Q21.32) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            40
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 31
  CURRENT SMOKER                                                         21
  LIFELONG NON-SMOKER                                                    20
                                             clus
vv                                            DEL PEAK 34(18Q21.32) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                              29
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                   36
  CURRENT SMOKER                                                           24
  LIFELONG NON-SMOKER                                                      12
D61V15, continuous

Clustering(62) Variable = Del Peak 35(19p13.3) mutation analysis
D62V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4249                     TCGA-05-4382 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-4418                     TCGA-05-4420 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-38-4628                     TCGA-38-4631 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-38-4632                     TCGA-38-6178 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-2655                     TCGA-44-2656 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-2657                     TCGA-44-2659 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-4506                     TCGA-49-4507 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-6744                     TCGA-49-6745 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5939                     TCGA-50-5941 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-50-6597                     TCGA-50-6673 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-55-6982                     TCGA-55-6983 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7815                     TCGA-55-7903 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-55-7914                     TCGA-64-1676 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-64-1677                     TCGA-64-1678 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-64-5781                     TCGA-67-3771 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-69-7760                     TCGA-69-7761 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-69-7765                     TCGA-71-6725 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-73-4658                     TCGA-73-4659 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7150                     TCGA-78-7152 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
  "DEL PEAK 35(19P13.3) MUTATED" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
  "DEL PEAK 35(19P13.3) MUTATED"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 35(19P13.3) WILD-TYPE"   "DEL PEAK 35(19P13.3) MUTATED" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 35(19P13.3) WILD-TYPE" "DEL PEAK 35(19P13.3) WILD-TYPE" 
                    TCGA-99-7458 
  "DEL PEAK 35(19P13.3) MUTATED" 
[1] "hr=" "1.4"
D62V2, continuous
D62V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 35(19P13.3) MUTATED     65   52
  DEL PEAK 35(19P13.3) WILD-TYPE   33   73
        clus
vv       DEL PEAK 35(19P13.3) MUTATED DEL PEAK 35(19P13.3) WILD-TYPE
  FEMALE                           52                             73
  MALE                             65                             33
D62V4, continuous
D62V5, multiclass
D62V6, multiclass
    clus
vv   DEL PEAK 35(19P13.3) MUTATED DEL PEAK 35(19P13.3) WILD-TYPE
  T1                           25                             35
  T2                           72                             58
  T3                            9                              8
  T4                           11                              4
D62V7, multiclass
       clus
vv      DEL PEAK 35(19P13.3) MUTATED DEL PEAK 35(19P13.3) WILD-TYPE
  N0                              65                             67
  N1                              26                             17
  N2+N3                           24                             18
D62V8, multiclass
    clus
vv   DEL PEAK 35(19P13.3) MUTATED DEL PEAK 35(19P13.3) WILD-TYPE
  M0                           88                             71
  M1                            6                              2
  MX                           22                             29
D62V9, multiclass
     clus
vv    DEL PEAK 35(19P13.3) MUTATED DEL PEAK 35(19P13.3) WILD-TYPE
  I                             54                             61
  II                            28                             19
  III                           29                             18
  IV                             6                              3
D62V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 35(19P13.3) MUTATED    108    9
  DEL PEAK 35(19P13.3) WILD-TYPE  100    6
     clus
vv    DEL PEAK 35(19P13.3) MUTATED DEL PEAK 35(19P13.3) WILD-TYPE
  NO                             9                              6
  YES                          108                            100
D62V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 35(19P13.3) MUTATED    103   14
  DEL PEAK 35(19P13.3) WILD-TYPE   84   22
     clus
vv    DEL PEAK 35(19P13.3) MUTATED DEL PEAK 35(19P13.3) WILD-TYPE
  NO                            14                             22
  YES                          103                             84
D62V12, continuous
D62V13, continuous
D62V14, multiclass
                                             clus
vv                                            DEL PEAK 35(19P13.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           35
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                35
  CURRENT SMOKER                                                        28
  LIFELONG NON-SMOKER                                                   12
                                             clus
vv                                            DEL PEAK 35(19P13.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             34
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  32
  CURRENT SMOKER                                                          17
  LIFELONG NON-SMOKER                                                     20
D62V15, continuous

Clustering(63) Variable = Del Peak 36(19q13.33) mutation analysis
D63V1, survival
                     TCGA-05-4249                      TCGA-05-4382 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4384                      TCGA-05-4390 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-4396                      TCGA-05-4398 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4402                      TCGA-05-4405 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-4433                      TCGA-05-5420 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-5423                      TCGA-05-5429 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-7670                      TCGA-44-7671 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-4506                      TCGA-49-4507 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-6744                      TCGA-49-6745 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-6761                      TCGA-50-5044 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5072                      TCGA-50-5931 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5935                      TCGA-50-5936 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-64-1677                      TCGA-64-1678 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-64-1679                      TCGA-64-1680 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-64-5781                      TCGA-67-3771 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-67-3772                      TCGA-67-3773 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7145                      TCGA-78-7147 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7150                      TCGA-78-7152 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7155                      TCGA-78-7156 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7162                      TCGA-78-7163 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-97-7552                      TCGA-97-7553 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-97-7938                      TCGA-97-7941 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-99-7458 
  "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4249                      TCGA-05-4382 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4384                      TCGA-05-4390 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-4396                      TCGA-05-4398 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4402                      TCGA-05-4405 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-4433                      TCGA-05-5420 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-5423                      TCGA-05-5429 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-7670                      TCGA-44-7671 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-4506                      TCGA-49-4507 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-6744                      TCGA-49-6745 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-6761                      TCGA-50-5044 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5072                      TCGA-50-5931 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5935                      TCGA-50-5936 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-64-1677                      TCGA-64-1678 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-64-1679                      TCGA-64-1680 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-64-5781                      TCGA-67-3771 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-67-3772                      TCGA-67-3773 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7145                      TCGA-78-7147 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7150                      TCGA-78-7152 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7155                      TCGA-78-7156 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7162                      TCGA-78-7163 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-97-7552                      TCGA-97-7553 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-97-7938                      TCGA-97-7941 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-99-7458 
  "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4249                      TCGA-05-4382 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4384                      TCGA-05-4390 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-4396                      TCGA-05-4398 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4402                      TCGA-05-4405 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-4433                      TCGA-05-5420 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-05-5423                      TCGA-05-5429 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-4112                      TCGA-44-5645 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-6775                      TCGA-44-6776 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-44-7670                      TCGA-44-7671 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-44-7672                      TCGA-49-4486 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-4506                      TCGA-49-4507 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-6744                      TCGA-49-6745 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-49-6761                      TCGA-50-5044 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5072                      TCGA-50-5931 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5935                      TCGA-50-5936 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-50-7109                      TCGA-53-7626 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-1594                      TCGA-55-1596 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-6712                      TCGA-55-6970 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-6980                      TCGA-55-6981 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7576                      TCGA-55-7725 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-64-1677                      TCGA-64-1678 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-64-1679                      TCGA-64-1680 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-64-5775                      TCGA-64-5778 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-64-5781                      TCGA-67-3771 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-67-3772                      TCGA-67-3773 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-69-7763                      TCGA-69-7764 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7145                      TCGA-78-7147 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7150                      TCGA-78-7152 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7153                      TCGA-78-7154 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7155                      TCGA-78-7156 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7162                      TCGA-78-7163 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
  "DEL PEAK 36(19Q13.33) MUTATED"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 36(19Q13.33) WILD-TYPE"   "DEL PEAK 36(19Q13.33) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 36(19Q13.33) MUTATED" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-97-7552                      TCGA-97-7553 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-97-7938                      TCGA-97-7941 
"DEL PEAK 36(19Q13.33) WILD-TYPE" "DEL PEAK 36(19Q13.33) WILD-TYPE" 
                     TCGA-99-7458 
  "DEL PEAK 36(19Q13.33) MUTATED" 
[1] "hr=" "1.3"
D63V2, continuous
D63V3, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 36(19Q13.33) MUTATED     41   39
  DEL PEAK 36(19Q13.33) WILD-TYPE   57   86
        clus
vv       DEL PEAK 36(19Q13.33) MUTATED DEL PEAK 36(19Q13.33) WILD-TYPE
  FEMALE                            39                              86
  MALE                              41                              57
D63V4, continuous
D63V5, multiclass
D63V6, multiclass
    clus
vv   DEL PEAK 36(19Q13.33) MUTATED DEL PEAK 36(19Q13.33) WILD-TYPE
  T1                            16                              44
  T2                            50                              80
  T3                             8                               9
  T4                             6                               9
D63V7, multiclass
       clus
vv      DEL PEAK 36(19Q13.33) MUTATED DEL PEAK 36(19Q13.33) WILD-TYPE
  N0                               44                              88
  N1                               17                              26
  N2+N3                            18                              24
D63V8, multiclass
    clus
vv   DEL PEAK 36(19Q13.33) MUTATED DEL PEAK 36(19Q13.33) WILD-TYPE
  M0                            61                              98
  M1                             4                               4
  MX                            13                              38
D63V9, multiclass
     clus
vv    DEL PEAK 36(19Q13.33) MUTATED DEL PEAK 36(19Q13.33) WILD-TYPE
  I                              35                              80
  II                             19                              28
  III                            21                              26
  IV                              4                               5
D63V10, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 36(19Q13.33) MUTATED     73    7
  DEL PEAK 36(19Q13.33) WILD-TYPE  135    8
     clus
vv    DEL PEAK 36(19Q13.33) MUTATED DEL PEAK 36(19Q13.33) WILD-TYPE
  NO                              7                               8
  YES                            73                             135
D63V11, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 36(19Q13.33) MUTATED     63   17
  DEL PEAK 36(19Q13.33) WILD-TYPE  124   19
     clus
vv    DEL PEAK 36(19Q13.33) MUTATED DEL PEAK 36(19Q13.33) WILD-TYPE
  NO                             17                              19
  YES                            63                             124
D63V12, continuous
D63V13, continuous
D63V14, multiclass
                                             clus
vv                                            DEL PEAK 36(19Q13.33) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            21
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 24
  CURRENT SMOKER                                                         20
  LIFELONG NON-SMOKER                                                    12
                                             clus
vv                                            DEL PEAK 36(19Q13.33) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                              48
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                   43
  CURRENT SMOKER                                                           25
  LIFELONG NON-SMOKER                                                      20
D63V15, continuous

Clustering(64) Variable = Del Peak 37(21q11.2) mutation analysis
D64V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 37(21Q11.2) MUTATED"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 37(21Q11.2) MUTATED" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 37(21Q11.2) WILD-TYPE"   "DEL PEAK 37(21Q11.2) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 37(21Q11.2) WILD-TYPE" "DEL PEAK 37(21Q11.2) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 37(21Q11.2) WILD-TYPE" 
[1] "hr=" "1"  
D64V2, continuous
D64V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 37(21Q11.2) MUTATED     38   37
  DEL PEAK 37(21Q11.2) WILD-TYPE   60   88
        clus
vv       DEL PEAK 37(21Q11.2) MUTATED DEL PEAK 37(21Q11.2) WILD-TYPE
  FEMALE                           37                             88
  MALE                             38                             60
D64V4, continuous
D64V5, multiclass
D64V6, multiclass
    clus
vv   DEL PEAK 37(21Q11.2) MUTATED DEL PEAK 37(21Q11.2) WILD-TYPE
  T1                           17                             43
  T2                           44                             86
  T3                            7                             10
  T4                            7                              8
D64V7, multiclass
       clus
vv      DEL PEAK 37(21Q11.2) MUTATED DEL PEAK 37(21Q11.2) WILD-TYPE
  N0                              43                             89
  N1                              15                             28
  N2+N3                           16                             26
D64V8, multiclass
    clus
vv   DEL PEAK 37(21Q11.2) MUTATED DEL PEAK 37(21Q11.2) WILD-TYPE
  M0                           55                            104
  M1                            2                              6
  MX                           18                             33
D64V9, multiclass
     clus
vv    DEL PEAK 37(21Q11.2) MUTATED DEL PEAK 37(21Q11.2) WILD-TYPE
  I                             33                             82
  II                            19                             28
  III                           20                             27
  IV                             3                              6
D64V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 37(21Q11.2) MUTATED     69    6
  DEL PEAK 37(21Q11.2) WILD-TYPE  139    9
     clus
vv    DEL PEAK 37(21Q11.2) MUTATED DEL PEAK 37(21Q11.2) WILD-TYPE
  NO                             6                              9
  YES                           69                            139
D64V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 37(21Q11.2) MUTATED     68    7
  DEL PEAK 37(21Q11.2) WILD-TYPE  119   29
     clus
vv    DEL PEAK 37(21Q11.2) MUTATED DEL PEAK 37(21Q11.2) WILD-TYPE
  NO                             7                             29
  YES                           68                            119
D64V12, continuous
D64V13, continuous
D64V14, multiclass
                                             clus
vv                                            DEL PEAK 37(21Q11.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           26
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                17
  CURRENT SMOKER                                                        19
  LIFELONG NON-SMOKER                                                    8
                                             clus
vv                                            DEL PEAK 37(21Q11.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             43
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  50
  CURRENT SMOKER                                                          26
  LIFELONG NON-SMOKER                                                     24
D64V15, continuous

Clustering(65) Variable = Del Peak 38(21q21.3) mutation analysis
D65V1, survival
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-05-4249                     TCGA-05-4382 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4384                     TCGA-05-4390 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4396                     TCGA-05-4398 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4402                     TCGA-05-4405 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-05-4415                     TCGA-05-4417 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4418                     TCGA-05-4420 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4424                     TCGA-05-4426 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-05-4430                     TCGA-05-4432 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-4433                     TCGA-05-5420 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-5423                     TCGA-05-5429 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-05-5715                     TCGA-35-3615 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-38-4626                     TCGA-38-4627 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-38-4628                     TCGA-38-4631 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-38-4632                     TCGA-38-6178 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-2655                     TCGA-44-2656 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-2657                     TCGA-44-2659 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-44-2661                     TCGA-44-2662 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-2665                     TCGA-44-2666 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-3396                     TCGA-44-3919 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-4112                     TCGA-44-5645 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-6145                     TCGA-44-6146 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-6147                     TCGA-44-6774 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-6775                     TCGA-44-6776 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-6777                     TCGA-44-6779 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-44-7659                     TCGA-44-7662 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-44-7670                     TCGA-44-7671 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-44-7672                     TCGA-49-4486 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4487                     TCGA-49-4488 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4490                     TCGA-49-4494 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4501                     TCGA-49-4505 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4506                     TCGA-49-4507 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-49-4510                     TCGA-49-4512 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-4514                     TCGA-49-6742 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-49-6744                     TCGA-49-6745 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-49-6761                     TCGA-50-5044 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-5049                     TCGA-50-5051 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-50-5055                     TCGA-50-5068 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-50-5072                     TCGA-50-5931 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-5932                     TCGA-50-5933 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-50-5935                     TCGA-50-5936 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-5939                     TCGA-50-5941 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-5942                     TCGA-50-5944 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-6593                     TCGA-50-6595 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-50-6597                     TCGA-50-6673 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-50-7109                     TCGA-53-7626 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-53-7813                     TCGA-55-1592 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-1594                     TCGA-55-1596 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-6543                     TCGA-55-6642 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-6712                     TCGA-55-6970 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-6971                     TCGA-55-6972 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-6978                     TCGA-55-6979 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-6980                     TCGA-55-6981 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-6982                     TCGA-55-6983 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-6985                     TCGA-55-6986 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-7281                     TCGA-55-7283 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-7573                     TCGA-55-7574 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-7576                     TCGA-55-7725 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-7727                     TCGA-55-7728 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-7815                     TCGA-55-7903 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-55-7907                     TCGA-55-7911 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-55-7914                     TCGA-64-1676 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-64-1677                     TCGA-64-1678 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-64-1679                     TCGA-64-1680 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-64-1681                     TCGA-64-5774 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-64-5775                     TCGA-64-5778 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-64-5781                     TCGA-67-3771 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-67-3772                     TCGA-67-3773 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-67-3774                     TCGA-67-6215 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-67-6216                     TCGA-67-6217 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-69-7760                     TCGA-69-7761 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-69-7763                     TCGA-69-7764 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-69-7765                     TCGA-71-6725 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-73-4658                     TCGA-73-4659 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-73-4662                     TCGA-73-4675 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-73-4676                     TCGA-78-7143 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7145                     TCGA-78-7147 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7148                     TCGA-78-7149 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7150                     TCGA-78-7152 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7153                     TCGA-78-7154 
  "DEL PEAK 38(21Q21.3) MUTATED"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-78-7155                     TCGA-78-7156 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7158                     TCGA-78-7159 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-78-7160                     TCGA-78-7161 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7162                     TCGA-78-7163 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7166                     TCGA-78-7167 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-78-7535                     TCGA-78-7536 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-78-7537                     TCGA-78-7539 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7540                     TCGA-78-7542 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-78-7633                     TCGA-86-7713 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-91-6828                     TCGA-91-6829 
  "DEL PEAK 38(21Q21.3) MUTATED" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-91-6835                     TCGA-91-6847 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-91-6849                     TCGA-91-7771 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-93-7347                     TCGA-93-7348 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-95-7039                     TCGA-95-7043 
"DEL PEAK 38(21Q21.3) WILD-TYPE"   "DEL PEAK 38(21Q21.3) MUTATED" 
                    TCGA-95-7567                     TCGA-97-7546 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-97-7552                     TCGA-97-7553 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-97-7554                     TCGA-97-7937 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-97-7938                     TCGA-97-7941 
"DEL PEAK 38(21Q21.3) WILD-TYPE" "DEL PEAK 38(21Q21.3) WILD-TYPE" 
                    TCGA-99-7458 
"DEL PEAK 38(21Q21.3) WILD-TYPE" 
[1] "hr=" "1"  
D65V2, continuous
D65V3, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 38(21Q21.3) MUTATED     39   33
  DEL PEAK 38(21Q21.3) WILD-TYPE   59   92
        clus
vv       DEL PEAK 38(21Q21.3) MUTATED DEL PEAK 38(21Q21.3) WILD-TYPE
  FEMALE                           33                             92
  MALE                             39                             59
D65V4, continuous
D65V5, multiclass
D65V6, multiclass
    clus
vv   DEL PEAK 38(21Q21.3) MUTATED DEL PEAK 38(21Q21.3) WILD-TYPE
  T1                           15                             45
  T2                           44                             86
  T3                            6                             11
  T4                            7                              8
D65V7, multiclass
       clus
vv      DEL PEAK 38(21Q21.3) MUTATED DEL PEAK 38(21Q21.3) WILD-TYPE
  N0                              41                             91
  N1                              13                             30
  N2+N3                           16                             26
D65V8, multiclass
    clus
vv   DEL PEAK 38(21Q21.3) MUTATED DEL PEAK 38(21Q21.3) WILD-TYPE
  M0                           54                            105
  M1                            2                              6
  MX                           16                             35
D65V9, multiclass
     clus
vv    DEL PEAK 38(21Q21.3) MUTATED DEL PEAK 38(21Q21.3) WILD-TYPE
  I                             33                             82
  II                            16                             31
  III                           20                             27
  IV                             3                              6
D65V10, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 38(21Q21.3) MUTATED     66    6
  DEL PEAK 38(21Q21.3) WILD-TYPE  142    9
     clus
vv    DEL PEAK 38(21Q21.3) MUTATED DEL PEAK 38(21Q21.3) WILD-TYPE
  NO                             6                              9
  YES                           66                            142
D65V11, binary
[1] "tbl2"
                                cls
clus                             [,1] [,2]
  DEL PEAK 38(21Q21.3) MUTATED     65    7
  DEL PEAK 38(21Q21.3) WILD-TYPE  122   29
     clus
vv    DEL PEAK 38(21Q21.3) MUTATED DEL PEAK 38(21Q21.3) WILD-TYPE
  NO                             7                             29
  YES                           65                            122
D65V12, continuous
D65V13, continuous
D65V14, multiclass
                                             clus
vv                                            DEL PEAK 38(21Q21.3) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                           28
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                13
  CURRENT SMOKER                                                        18
  LIFELONG NON-SMOKER                                                    9
                                             clus
vv                                            DEL PEAK 38(21Q21.3) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                             41
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                  54
  CURRENT SMOKER                                                          27
  LIFELONG NON-SMOKER                                                     23
D65V15, continuous

Clustering(66) Variable = Del Peak 39(22q13.32) mutation analysis
D66V1, survival
                     TCGA-05-4249                      TCGA-05-4382 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-5423                      TCGA-05-5429 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-4112                      TCGA-44-5645 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-6775                      TCGA-44-6776 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-7672                      TCGA-49-4486 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-49-4506                      TCGA-49-4507 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-5072                      TCGA-50-5931 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-7109                      TCGA-53-7626 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-1594                      TCGA-55-1596 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-6712                      TCGA-55-6970 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6980                      TCGA-55-6981 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-7576                      TCGA-55-7725 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-64-1677                      TCGA-64-1678 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-64-1679                      TCGA-64-1680 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-64-5775                      TCGA-64-5778 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-69-7763                      TCGA-69-7764 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7153                      TCGA-78-7154 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7155                      TCGA-78-7156 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-97-7552                      TCGA-97-7553 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-99-7458 
  "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4249                      TCGA-05-4382 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-5423                      TCGA-05-5429 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-4112                      TCGA-44-5645 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-6775                      TCGA-44-6776 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-7672                      TCGA-49-4486 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-49-4506                      TCGA-49-4507 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-5072                      TCGA-50-5931 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-7109                      TCGA-53-7626 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-1594                      TCGA-55-1596 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-6712                      TCGA-55-6970 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6980                      TCGA-55-6981 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-7576                      TCGA-55-7725 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-64-1677                      TCGA-64-1678 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-64-1679                      TCGA-64-1680 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-64-5775                      TCGA-64-5778 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-69-7763                      TCGA-69-7764 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7153                      TCGA-78-7154 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7155                      TCGA-78-7156 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-97-7552                      TCGA-97-7553 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-99-7458 
  "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4249                      TCGA-05-4382 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-4384                      TCGA-05-4390 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4396                      TCGA-05-4398 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-4402                      TCGA-05-4405 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-4415                      TCGA-05-4417 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-4418                      TCGA-05-4420 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4424                      TCGA-05-4426 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4430                      TCGA-05-4432 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-4433                      TCGA-05-5420 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-05-5423                      TCGA-05-5429 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-05-5715                      TCGA-35-3615 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-38-4626                      TCGA-38-4627 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-38-4628                      TCGA-38-4631 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-38-4632                      TCGA-38-6178 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-2655                      TCGA-44-2656 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-2657                      TCGA-44-2659 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-2661                      TCGA-44-2662 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-2665                      TCGA-44-2666 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-3396                      TCGA-44-3919 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-4112                      TCGA-44-5645 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-6145                      TCGA-44-6146 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-6147                      TCGA-44-6774 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-6775                      TCGA-44-6776 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-6777                      TCGA-44-6779 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-7659                      TCGA-44-7662 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-44-7670                      TCGA-44-7671 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-44-7672                      TCGA-49-4486 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-4487                      TCGA-49-4488 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-49-4490                      TCGA-49-4494 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-4501                      TCGA-49-4505 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-49-4506                      TCGA-49-4507 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-49-4510                      TCGA-49-4512 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-4514                      TCGA-49-6742 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-6744                      TCGA-49-6745 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-49-6761                      TCGA-50-5044 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-5049                      TCGA-50-5051 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-5055                      TCGA-50-5068 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-5072                      TCGA-50-5931 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-5932                      TCGA-50-5933 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-5935                      TCGA-50-5936 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-5939                      TCGA-50-5941 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-5942                      TCGA-50-5944 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-6593                      TCGA-50-6595 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-50-6597                      TCGA-50-6673 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-50-7109                      TCGA-53-7626 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-53-7813                      TCGA-55-1592 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-1594                      TCGA-55-1596 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6543                      TCGA-55-6642 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-6712                      TCGA-55-6970 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6971                      TCGA-55-6972 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-6978                      TCGA-55-6979 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6980                      TCGA-55-6981 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6982                      TCGA-55-6983 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-6985                      TCGA-55-6986 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-7281                      TCGA-55-7283 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-7573                      TCGA-55-7574 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-7576                      TCGA-55-7725 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-7727                      TCGA-55-7728 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-55-7815                      TCGA-55-7903 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-7907                      TCGA-55-7911 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-55-7914                      TCGA-64-1676 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-64-1677                      TCGA-64-1678 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-64-1679                      TCGA-64-1680 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-64-1681                      TCGA-64-5774 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-64-5775                      TCGA-64-5778 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-64-5781                      TCGA-67-3771 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-67-3772                      TCGA-67-3773 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-67-3774                      TCGA-67-6215 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-67-6216                      TCGA-67-6217 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-69-7760                      TCGA-69-7761 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-69-7763                      TCGA-69-7764 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-69-7765                      TCGA-71-6725 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-73-4658                      TCGA-73-4659 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-73-4662                      TCGA-73-4675 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-73-4676                      TCGA-78-7143 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7145                      TCGA-78-7147 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7148                      TCGA-78-7149 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7150                      TCGA-78-7152 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7153                      TCGA-78-7154 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7155                      TCGA-78-7156 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7158                      TCGA-78-7159 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7160                      TCGA-78-7161 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7162                      TCGA-78-7163 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7166                      TCGA-78-7167 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7535                      TCGA-78-7536 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-78-7537                      TCGA-78-7539 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7540                      TCGA-78-7542 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-78-7633                      TCGA-86-7713 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-91-6828                      TCGA-91-6829 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-91-6835                      TCGA-91-6847 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-91-6849                      TCGA-91-7771 
"DEL PEAK 39(22Q13.32) WILD-TYPE"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-93-7347                      TCGA-93-7348 
"DEL PEAK 39(22Q13.32) WILD-TYPE" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-95-7039                      TCGA-95-7043 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-95-7567                      TCGA-97-7546 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-97-7552                      TCGA-97-7553 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-97-7554                      TCGA-97-7937 
  "DEL PEAK 39(22Q13.32) MUTATED"   "DEL PEAK 39(22Q13.32) MUTATED" 
                     TCGA-97-7938                      TCGA-97-7941 
  "DEL PEAK 39(22Q13.32) MUTATED" "DEL PEAK 39(22Q13.32) WILD-TYPE" 
                     TCGA-99-7458 
  "DEL PEAK 39(22Q13.32) MUTATED" 
[1] "hr=" "1.3"
D66V2, continuous
D66V3, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 39(22Q13.32) MUTATED     51   56
  DEL PEAK 39(22Q13.32) WILD-TYPE   47   69
        clus
vv       DEL PEAK 39(22Q13.32) MUTATED DEL PEAK 39(22Q13.32) WILD-TYPE
  FEMALE                            56                              69
  MALE                              51                              47
D66V4, continuous
D66V5, multiclass
D66V6, multiclass
    clus
vv   DEL PEAK 39(22Q13.32) MUTATED DEL PEAK 39(22Q13.32) WILD-TYPE
  T1                            31                              29
  T2                            59                              71
  T3                             9                               8
  T4                             8                               7
D66V7, multiclass
       clus
vv      DEL PEAK 39(22Q13.32) MUTATED DEL PEAK 39(22Q13.32) WILD-TYPE
  N0                               65                              67
  N1                               17                              26
  N2+N3                            23                              19
D66V8, multiclass
    clus
vv   DEL PEAK 39(22Q13.32) MUTATED DEL PEAK 39(22Q13.32) WILD-TYPE
  M0                            77                              82
  M1                             3                               5
  MX                            24                              27
D66V9, multiclass
     clus
vv    DEL PEAK 39(22Q13.32) MUTATED DEL PEAK 39(22Q13.32) WILD-TYPE
  I                              56                              59
  II                             18                              29
  III                            27                              20
  IV                              3                               6
D66V10, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 39(22Q13.32) MUTATED    100    7
  DEL PEAK 39(22Q13.32) WILD-TYPE  108    8
     clus
vv    DEL PEAK 39(22Q13.32) MUTATED DEL PEAK 39(22Q13.32) WILD-TYPE
  NO                              7                               8
  YES                           100                             108
D66V11, binary
[1] "tbl2"
                                 cls
clus                              [,1] [,2]
  DEL PEAK 39(22Q13.32) MUTATED     91   16
  DEL PEAK 39(22Q13.32) WILD-TYPE   96   20
     clus
vv    DEL PEAK 39(22Q13.32) MUTATED DEL PEAK 39(22Q13.32) WILD-TYPE
  NO                             16                              20
  YES                            91                              96
D66V12, continuous
D66V13, continuous
D66V14, multiclass
                                             clus
vv                                            DEL PEAK 39(22Q13.32) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            35
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 29
  CURRENT SMOKER                                                         28
  LIFELONG NON-SMOKER                                                    11
                                             clus
vv                                            DEL PEAK 39(22Q13.32) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                              34
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                   38
  CURRENT SMOKER                                                           17
  LIFELONG NON-SMOKER                                                      21
D66V15, continuous

Clustering(67) Variable = Del Peak 40(Xp22.2) mutation analysis
D67V1, survival
                   TCGA-05-4249                    TCGA-05-4382 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4249                    TCGA-05-4382 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-05-4384                    TCGA-05-4390 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4396                    TCGA-05-4398 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4402                    TCGA-05-4405 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-05-4415                    TCGA-05-4417 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4418                    TCGA-05-4420 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4424                    TCGA-05-4426 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-05-4430                    TCGA-05-4432 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-4433                    TCGA-05-5420 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-5423                    TCGA-05-5429 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-05-5715                    TCGA-35-3615 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-38-4626                    TCGA-38-4627 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-38-4628                    TCGA-38-4631 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-38-4632                    TCGA-38-6178 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-44-2655                    TCGA-44-2656 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-2657                    TCGA-44-2659 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-44-2661                    TCGA-44-2662 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-2665                    TCGA-44-2666 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-3396                    TCGA-44-3919 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-4112                    TCGA-44-5645 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-6145                    TCGA-44-6146 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-44-6147                    TCGA-44-6774 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-6775                    TCGA-44-6776 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-6777                    TCGA-44-6779 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-44-7659                    TCGA-44-7662 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-7670                    TCGA-44-7671 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-44-7672                    TCGA-49-4486 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-4487                    TCGA-49-4488 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-4490                    TCGA-49-4494 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-4501                    TCGA-49-4505 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-49-4506                    TCGA-49-4507 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-4510                    TCGA-49-4512 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-49-4514                    TCGA-49-6742 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-6744                    TCGA-49-6745 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-49-6761                    TCGA-50-5044 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-5049                    TCGA-50-5051 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-5055                    TCGA-50-5068 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-50-5072                    TCGA-50-5931 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-5932                    TCGA-50-5933 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-50-5935                    TCGA-50-5936 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-50-5939                    TCGA-50-5941 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-50-5942                    TCGA-50-5944 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-6593                    TCGA-50-6595 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-6597                    TCGA-50-6673 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-50-7109                    TCGA-53-7626 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-53-7813                    TCGA-55-1592 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-55-1594                    TCGA-55-1596 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-55-6543                    TCGA-55-6642 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6712                    TCGA-55-6970 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6971                    TCGA-55-6972 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6978                    TCGA-55-6979 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-55-6980                    TCGA-55-6981 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6982                    TCGA-55-6983 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-6985                    TCGA-55-6986 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7281                    TCGA-55-7283 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7573                    TCGA-55-7574 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7576                    TCGA-55-7725 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7727                    TCGA-55-7728 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7815                    TCGA-55-7903 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-55-7907                    TCGA-55-7911 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-55-7914                    TCGA-64-1676 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-64-1677                    TCGA-64-1678 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-64-1679                    TCGA-64-1680 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-64-1681                    TCGA-64-5774 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-64-5775                    TCGA-64-5778 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-64-5781                    TCGA-67-3771 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-67-3772                    TCGA-67-3773 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-67-3774                    TCGA-67-6215 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-67-6216                    TCGA-67-6217 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-69-7760                    TCGA-69-7761 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-69-7763                    TCGA-69-7764 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-69-7765                    TCGA-71-6725 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-73-4658                    TCGA-73-4659 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-73-4662                    TCGA-73-4675 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-73-4676                    TCGA-78-7143 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7145                    TCGA-78-7147 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7148                    TCGA-78-7149 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7150                    TCGA-78-7152 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7153                    TCGA-78-7154 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-78-7155                    TCGA-78-7156 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7158                    TCGA-78-7159 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7160                    TCGA-78-7161 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7162                    TCGA-78-7163 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7166                    TCGA-78-7167 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7535                    TCGA-78-7536 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7537                    TCGA-78-7539 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-78-7540                    TCGA-78-7542 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-78-7633                    TCGA-86-7713 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-91-6828                    TCGA-91-6829 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-91-6835                    TCGA-91-6847 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-91-6849                    TCGA-91-7771 
"DEL PEAK 40(XP22.2) WILD-TYPE"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-93-7347                    TCGA-93-7348 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-95-7039                    TCGA-95-7043 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-95-7567                    TCGA-97-7546 
  "DEL PEAK 40(XP22.2) MUTATED" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-97-7552                    TCGA-97-7553 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-97-7554                    TCGA-97-7937 
  "DEL PEAK 40(XP22.2) MUTATED"   "DEL PEAK 40(XP22.2) MUTATED" 
                   TCGA-97-7938                    TCGA-97-7941 
"DEL PEAK 40(XP22.2) WILD-TYPE" "DEL PEAK 40(XP22.2) WILD-TYPE" 
                   TCGA-99-7458 
"DEL PEAK 40(XP22.2) WILD-TYPE" 
[1] "hr=" "1.4"
D67V2, continuous
D67V3, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 40(XP22.2) MUTATED     31   27
  DEL PEAK 40(XP22.2) WILD-TYPE   67   98
        clus
vv       DEL PEAK 40(XP22.2) MUTATED DEL PEAK 40(XP22.2) WILD-TYPE
  FEMALE                          27                            98
  MALE                            31                            67
D67V4, continuous
D67V5, multiclass
D67V6, multiclass
    clus
vv   DEL PEAK 40(XP22.2) MUTATED DEL PEAK 40(XP22.2) WILD-TYPE
  T1                          14                            46
  T2                          34                            96
  T3                           6                            11
  T4                           4                            11
D67V7, multiclass
       clus
vv      DEL PEAK 40(XP22.2) MUTATED DEL PEAK 40(XP22.2) WILD-TYPE
  N0                             33                            99
  N1                             14                            29
  N2+N3                          11                            31
D67V8, multiclass
    clus
vv   DEL PEAK 40(XP22.2) MUTATED DEL PEAK 40(XP22.2) WILD-TYPE
  M0                          41                           118
  M1                           1                             7
  MX                          13                            38
D67V9, multiclass
     clus
vv    DEL PEAK 40(XP22.2) MUTATED DEL PEAK 40(XP22.2) WILD-TYPE
  I                            26                            89
  II                           16                            31
  III                          11                            36
  IV                            2                             7
D67V10, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 40(XP22.2) MUTATED     55    3
  DEL PEAK 40(XP22.2) WILD-TYPE  153   12
     clus
vv    DEL PEAK 40(XP22.2) MUTATED DEL PEAK 40(XP22.2) WILD-TYPE
  NO                            3                            12
  YES                          55                           153
D67V11, binary
[1] "tbl2"
                               cls
clus                            [,1] [,2]
  DEL PEAK 40(XP22.2) MUTATED     47   11
  DEL PEAK 40(XP22.2) WILD-TYPE  140   25
     clus
vv    DEL PEAK 40(XP22.2) MUTATED DEL PEAK 40(XP22.2) WILD-TYPE
  NO                           11                            25
  YES                          47                           140
D67V12, continuous
D67V13, continuous
D67V14, multiclass
                                             clus
vv                                            DEL PEAK 40(XP22.2) MUTATED
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                          18
  CURRENT REFORMED SMOKER FOR > 15 YEARS                               20
  CURRENT SMOKER                                                       10
  LIFELONG NON-SMOKER                                                   6
                                             clus
vv                                            DEL PEAK 40(XP22.2) WILD-TYPE
  CURRENT REFORMED SMOKER FOR < OR = 15 YEARS                            51
  CURRENT REFORMED SMOKER FOR > 15 YEARS                                 47
  CURRENT SMOKER                                                         35
  LIFELONG NON-SMOKER                                                    26
D67V15, continuous
                                    V1.D 
                         "Time to Death" 
                                      V2 
                                   "AGE" 
                                      V3 
                                "GENDER" 
                                      V4 
           "KARNOFSKY.PERFORMANCE.SCORE" 
                                      V5 
                     "HISTOLOGICAL.TYPE" 
                                      V6 
                           "PATHOLOGY.T" 
                                      V7 
                           "PATHOLOGY.N" 
                                      V8 
                   "PATHOLOGICSPREAD(M)" 
                                      V9 
                           "TUMOR.STAGE" 
                                     V10 
"RADIATIONS.RADIATION.REGIMENINDICATION" 
                                     V11 
                   "NEOADJUVANT.THERAPY" 
                                     V12 
                 "NUMBERPACKYEARSSMOKED" 
                                     V13 
                    "STOPPEDSMOKINGYEAR" 
                                     V14 
        "TOBACCOSMOKINGHISTORYINDICATOR" 
                                     V15 
             "YEAROFTOBACCOSMOKINGONSET" 
> q(save="no")
