
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/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/12/Correlate_Genomic_Events.R")
> result <- main("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/12/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-tTRUE", "-iD=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/UCS-TP/8278542/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/Append_Data/UCS-TP/8143281/UCS-TP.merged_data.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=1", "-cQ=0.25", "-MF=ONLYSIG", "-oT=UCS-TP", "-nV=Nozzle.R1", "-OP=MUTSIG", "-iT=", "-iX=")
[1] "terrence_modification_tag"
[1] TRUE
[1] "nver"          "-nV=Nozzle.R1"
[1] "nfn"                                 "/xchip/tcga/Tools/Nozzle/v1.current"
[1] "Nozzle.R1"
[1] "successfully load Nozzle.R1"
[1] "ofn"        "-oT=UCS-TP"
[1] "opt"        "-OP=MUTSIG"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"    "MUTSIG"
[1] "dx" ""  
[1] "cfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/Append_Data/UCS-TP/8143281/UCS-TP.merged_data.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/UCS-TP/8278542/transformed.cor.cli.txt"

nPatients in clinical file=57, in cluster file=56, common to both=56
[1] 62 56
[1] "AMP PEAK  1(1Q22) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  1(1Q22) MUTATED AMP PEAK  1(1Q22) WILD-TYPE 
                         42                          14 
  AMP PEAK  1(1Q22) MUTATED AMP PEAK  1(1Q22) WILD-TYPE 
                         42                          14 
[1] "AMP PEAK  2(2P14) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  2(2P14) MUTATED AMP PEAK  2(2P14) WILD-TYPE 
                         28                          28 
  AMP PEAK  2(2P14) MUTATED AMP PEAK  2(2P14) WILD-TYPE 
                         28                          28 
[1] "AMP PEAK  3(2Q13) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  3(2Q13) MUTATED AMP PEAK  3(2Q13) WILD-TYPE 
                         29                          27 
  AMP PEAK  3(2Q13) MUTATED AMP PEAK  3(2Q13) WILD-TYPE 
                         29                          27 
[1] "AMP PEAK  4(3P25.1) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  4(3P25.1) MUTATED AMP PEAK  4(3P25.1) WILD-TYPE 
                           20                            36 
  AMP PEAK  4(3P25.1) MUTATED AMP PEAK  4(3P25.1) WILD-TYPE 
                           20                            36 
[1] "AMP PEAK  5(3Q26.2) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  5(3Q26.2) MUTATED AMP PEAK  5(3Q26.2) WILD-TYPE 
                           37                            19 
  AMP PEAK  5(3Q26.2) MUTATED AMP PEAK  5(3Q26.2) WILD-TYPE 
                           37                            19 
[1] "AMP PEAK  6(4P16.3) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                           25                            31 
  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                           25                            31 
[1] "AMP PEAK  7(5P13.2) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  7(5P13.2) MUTATED AMP PEAK  7(5P13.2) WILD-TYPE 
                           26                            30 
  AMP PEAK  7(5P13.2) MUTATED AMP PEAK  7(5P13.2) WILD-TYPE 
                           26                            30 
[1] "AMP PEAK  8(6P24.2) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  8(6P24.2) MUTATED AMP PEAK  8(6P24.2) WILD-TYPE 
                           37                            19 
  AMP PEAK  8(6P24.2) MUTATED AMP PEAK  8(6P24.2) WILD-TYPE 
                           37                            19 
[1] "AMP PEAK  9(8P11.21) MUTATION ANALYSIS"
[1] 3
  AMP PEAK  9(8P11.21) MUTATED AMP PEAK  9(8P11.21) WILD-TYPE 
                            33                             23 
  AMP PEAK  9(8P11.21) MUTATED AMP PEAK  9(8P11.21) WILD-TYPE 
                            33                             23 
[1] "AMP PEAK 10(8Q11.23) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 10(8Q11.23) MUTATED AMP PEAK 10(8Q11.23) WILD-TYPE 
                            38                             18 
  AMP PEAK 10(8Q11.23) MUTATED AMP PEAK 10(8Q11.23) WILD-TYPE 
                            38                             18 
[1] "AMP PEAK 11(8Q24.21) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 11(8Q24.21) MUTATED AMP PEAK 11(8Q24.21) WILD-TYPE 
                            42                             14 
  AMP PEAK 11(8Q24.21) MUTATED AMP PEAK 11(8Q24.21) WILD-TYPE 
                            42                             14 
[1] "AMP PEAK 12(8Q24.21) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 12(8Q24.21) MUTATED AMP PEAK 12(8Q24.21) WILD-TYPE 
                            40                             16 
  AMP PEAK 12(8Q24.21) MUTATED AMP PEAK 12(8Q24.21) WILD-TYPE 
                            40                             16 
[1] "AMP PEAK 13(10Q22.2) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 13(10Q22.2) MUTATED AMP PEAK 13(10Q22.2) WILD-TYPE 
                            26                             30 
  AMP PEAK 13(10Q22.2) MUTATED AMP PEAK 13(10Q22.2) WILD-TYPE 
                            26                             30 
[1] "AMP PEAK 14(11Q13.1) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 14(11Q13.1) MUTATED AMP PEAK 14(11Q13.1) WILD-TYPE 
                            19                             37 
  AMP PEAK 14(11Q13.1) MUTATED AMP PEAK 14(11Q13.1) WILD-TYPE 
                            19                             37 
[1] "AMP PEAK 15(12Q12) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 15(12Q12) MUTATED AMP PEAK 15(12Q12) WILD-TYPE 
                          22                           34 
  AMP PEAK 15(12Q12) MUTATED AMP PEAK 15(12Q12) WILD-TYPE 
                          22                           34 
[1] "AMP PEAK 16(12Q15) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                          17                           39 
  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                          17                           39 
[1] "AMP PEAK 17(13Q31.3) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                            25                             31 
  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                            25                             31 
[1] "AMP PEAK 18(16P11.2) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 18(16P11.2) MUTATED AMP PEAK 18(16P11.2) WILD-TYPE 
                            20                             36 
  AMP PEAK 18(16P11.2) MUTATED AMP PEAK 18(16P11.2) WILD-TYPE 
                            20                             36 
[1] "AMP PEAK 19(17Q12) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 19(17Q12) MUTATED AMP PEAK 19(17Q12) WILD-TYPE 
                          27                           29 
  AMP PEAK 19(17Q12) MUTATED AMP PEAK 19(17Q12) WILD-TYPE 
                          27                           29 
[1] "AMP PEAK 20(17Q25.1) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 20(17Q25.1) MUTATED AMP PEAK 20(17Q25.1) WILD-TYPE 
                            32                             24 
  AMP PEAK 20(17Q25.1) MUTATED AMP PEAK 20(17Q25.1) WILD-TYPE 
                            32                             24 
[1] "AMP PEAK 21(19P13.2) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 21(19P13.2) MUTATED AMP PEAK 21(19P13.2) WILD-TYPE 
                            19                             37 
  AMP PEAK 21(19P13.2) MUTATED AMP PEAK 21(19P13.2) WILD-TYPE 
                            19                             37 
[1] "AMP PEAK 22(19Q12) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 22(19Q12) MUTATED AMP PEAK 22(19Q12) WILD-TYPE 
                          45                           11 
  AMP PEAK 22(19Q12) MUTATED AMP PEAK 22(19Q12) WILD-TYPE 
                          45                           11 
[1] "AMP PEAK 23(20Q11.21) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 23(20Q11.21) MUTATED AMP PEAK 23(20Q11.21) WILD-TYPE 
                             48                               8 
  AMP PEAK 23(20Q11.21) MUTATED AMP PEAK 23(20Q11.21) WILD-TYPE 
                             48                               8 
[1] "AMP PEAK 24(20Q11.21) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 24(20Q11.21) MUTATED AMP PEAK 24(20Q11.21) WILD-TYPE 
                             48                               8 
  AMP PEAK 24(20Q11.21) MUTATED AMP PEAK 24(20Q11.21) WILD-TYPE 
                             48                               8 
[1] "AMP PEAK 25(XP11.21) MUTATION ANALYSIS"
[1] 3
  AMP PEAK 25(XP11.21) MUTATED AMP PEAK 25(XP11.21) WILD-TYPE 
                            28                             28 
  AMP PEAK 25(XP11.21) MUTATED AMP PEAK 25(XP11.21) WILD-TYPE 
                            28                             28 
[1] "DEL PEAK  1(1P36.21) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  1(1P36.21) MUTATED DEL PEAK  1(1P36.21) WILD-TYPE 
                            19                             37 
  DEL PEAK  1(1P36.21) MUTATED DEL PEAK  1(1P36.21) WILD-TYPE 
                            19                             37 
[1] "DEL PEAK  2(2Q22.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  2(2Q22.1) MUTATED DEL PEAK  2(2Q22.1) WILD-TYPE 
                           11                            45 
  DEL PEAK  2(2Q22.1) MUTATED DEL PEAK  2(2Q22.1) WILD-TYPE 
                           11                            45 
[1] "DEL PEAK  3(3P21.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  3(3P21.1) MUTATED DEL PEAK  3(3P21.1) WILD-TYPE 
                           37                            19 
  DEL PEAK  3(3P21.1) MUTATED DEL PEAK  3(3P21.1) WILD-TYPE 
                           37                            19 
[1] "DEL PEAK  4(3P14.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  4(3P14.1) MUTATED DEL PEAK  4(3P14.1) WILD-TYPE 
                           30                            26 
  DEL PEAK  4(3P14.1) MUTATED DEL PEAK  4(3P14.1) WILD-TYPE 
                           30                            26 
[1] "DEL PEAK  5(3Q13.31) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  5(3Q13.31) MUTATED DEL PEAK  5(3Q13.31) WILD-TYPE 
                            19                             37 
  DEL PEAK  5(3Q13.31) MUTATED DEL PEAK  5(3Q13.31) WILD-TYPE 
                            19                             37 
[1] "DEL PEAK  6(4Q22.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  6(4Q22.1) MUTATED DEL PEAK  6(4Q22.1) WILD-TYPE 
                           37                            19 
  DEL PEAK  6(4Q22.1) MUTATED DEL PEAK  6(4Q22.1) WILD-TYPE 
                           37                            19 
[1] "DEL PEAK  7(4Q34.3) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                           37                            19 
  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                           37                            19 
[1] "DEL PEAK  8(5Q11.2) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                           26                            30 
  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                           26                            30 
[1] "DEL PEAK  9(6Q26) MUTATION ANALYSIS"
[1] 3
  DEL PEAK  9(6Q26) MUTATED DEL PEAK  9(6Q26) WILD-TYPE 
                         10                          46 
  DEL PEAK  9(6Q26) MUTATED DEL PEAK  9(6Q26) WILD-TYPE 
                         10                          46 
[1] "DEL PEAK 10(7Q11.22) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 10(7Q11.22) MUTATED DEL PEAK 10(7Q11.22) WILD-TYPE 
                            12                             44 
  DEL PEAK 10(7Q11.22) MUTATED DEL PEAK 10(7Q11.22) WILD-TYPE 
                            12                             44 
[1] "DEL PEAK 11(7Q36.2) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 11(7Q36.2) MUTATED DEL PEAK 11(7Q36.2) WILD-TYPE 
                           20                            36 
  DEL PEAK 11(7Q36.2) MUTATED DEL PEAK 11(7Q36.2) WILD-TYPE 
                           20                            36 
[1] "DEL PEAK 12(8P21.3) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 12(8P21.3) MUTATED DEL PEAK 12(8P21.3) WILD-TYPE 
                           32                            24 
  DEL PEAK 12(8P21.3) MUTATED DEL PEAK 12(8P21.3) WILD-TYPE 
                           32                            24 
[1] "DEL PEAK 13(9P23) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 13(9P23) MUTATED DEL PEAK 13(9P23) WILD-TYPE 
                         34                          22 
  DEL PEAK 13(9P23) MUTATED DEL PEAK 13(9P23) WILD-TYPE 
                         34                          22 
[1] "DEL PEAK 14(9Q21.13) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 14(9Q21.13) MUTATED DEL PEAK 14(9Q21.13) WILD-TYPE 
                            39                             17 
  DEL PEAK 14(9Q21.13) MUTATED DEL PEAK 14(9Q21.13) WILD-TYPE 
                            39                             17 
[1] "DEL PEAK 15(9Q33.3) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 15(9Q33.3) MUTATED DEL PEAK 15(9Q33.3) WILD-TYPE 
                           38                            18 
  DEL PEAK 15(9Q33.3) MUTATED DEL PEAK 15(9Q33.3) WILD-TYPE 
                           38                            18 
[1] "DEL PEAK 16(10Q21.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 16(10Q21.1) MUTATED DEL PEAK 16(10Q21.1) WILD-TYPE 
                            18                             38 
  DEL PEAK 16(10Q21.1) MUTATED DEL PEAK 16(10Q21.1) WILD-TYPE 
                            18                             38 
[1] "DEL PEAK 17(10Q23.31) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                             20                              36 
  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                             20                              36 
[1] "DEL PEAK 18(11P15.5) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 18(11P15.5) MUTATED DEL PEAK 18(11P15.5) WILD-TYPE 
                            25                             31 
  DEL PEAK 18(11P15.5) MUTATED DEL PEAK 18(11P15.5) WILD-TYPE 
                            25                             31 
[1] "DEL PEAK 19(11Q14.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 19(11Q14.1) MUTATED DEL PEAK 19(11Q14.1) WILD-TYPE 
                            26                             30 
  DEL PEAK 19(11Q14.1) MUTATED DEL PEAK 19(11Q14.1) WILD-TYPE 
                            26                             30 
[1] "DEL PEAK 20(11Q24.2) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 20(11Q24.2) MUTATED DEL PEAK 20(11Q24.2) WILD-TYPE 
                            27                             29 
  DEL PEAK 20(11Q24.2) MUTATED DEL PEAK 20(11Q24.2) WILD-TYPE 
                            27                             29 
[1] "DEL PEAK 21(12Q23.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 21(12Q23.1) MUTATED DEL PEAK 21(12Q23.1) WILD-TYPE 
                            20                             36 
  DEL PEAK 21(12Q23.1) MUTATED DEL PEAK 21(12Q23.1) WILD-TYPE 
                            20                             36 
[1] "DEL PEAK 22(12Q24.31) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 22(12Q24.31) MUTATED DEL PEAK 22(12Q24.31) WILD-TYPE 
                             20                              36 
  DEL PEAK 22(12Q24.31) MUTATED DEL PEAK 22(12Q24.31) WILD-TYPE 
                             20                              36 
[1] "DEL PEAK 23(13Q12.11) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 23(13Q12.11) MUTATED DEL PEAK 23(13Q12.11) WILD-TYPE 
                             30                              26 
  DEL PEAK 23(13Q12.11) MUTATED DEL PEAK 23(13Q12.11) WILD-TYPE 
                             30                              26 
[1] "DEL PEAK 24(13Q14.2) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 24(13Q14.2) MUTATED DEL PEAK 24(13Q14.2) WILD-TYPE 
                            32                             24 
  DEL PEAK 24(13Q14.2) MUTATED DEL PEAK 24(13Q14.2) WILD-TYPE 
                            32                             24 
[1] "DEL PEAK 25(14Q21.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 25(14Q21.1) MUTATED DEL PEAK 25(14Q21.1) WILD-TYPE 
                            28                             28 
  DEL PEAK 25(14Q21.1) MUTATED DEL PEAK 25(14Q21.1) WILD-TYPE 
                            28                             28 
[1] "DEL PEAK 26(15Q15.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 26(15Q15.1) MUTATED DEL PEAK 26(15Q15.1) WILD-TYPE 
                            43                             13 
  DEL PEAK 26(15Q15.1) MUTATED DEL PEAK 26(15Q15.1) WILD-TYPE 
                            43                             13 
[1] "DEL PEAK 27(16P13.3) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 27(16P13.3) MUTATED DEL PEAK 27(16P13.3) WILD-TYPE 
                            33                             23 
  DEL PEAK 27(16P13.3) MUTATED DEL PEAK 27(16P13.3) WILD-TYPE 
                            33                             23 
[1] "DEL PEAK 28(16Q23.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 28(16Q23.1) MUTATED DEL PEAK 28(16Q23.1) WILD-TYPE 
                            39                             17 
  DEL PEAK 28(16Q23.1) MUTATED DEL PEAK 28(16Q23.1) WILD-TYPE 
                            39                             17 
[1] "DEL PEAK 29(17P13.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 29(17P13.1) MUTATED DEL PEAK 29(17P13.1) WILD-TYPE 
                            42                             14 
  DEL PEAK 29(17P13.1) MUTATED DEL PEAK 29(17P13.1) WILD-TYPE 
                            42                             14 
[1] "DEL PEAK 30(17Q21.32) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 30(17Q21.32) MUTATED DEL PEAK 30(17Q21.32) WILD-TYPE 
                             19                              37 
  DEL PEAK 30(17Q21.32) MUTATED DEL PEAK 30(17Q21.32) WILD-TYPE 
                             19                              37 
[1] "DEL PEAK 31(18Q22.2) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 31(18Q22.2) MUTATED DEL PEAK 31(18Q22.2) WILD-TYPE 
                            26                             30 
  DEL PEAK 31(18Q22.2) MUTATED DEL PEAK 31(18Q22.2) WILD-TYPE 
                            26                             30 
[1] "DEL PEAK 32(19P13.3) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 32(19P13.3) MUTATED DEL PEAK 32(19P13.3) WILD-TYPE 
                            47                              9 
  DEL PEAK 32(19P13.3) MUTATED DEL PEAK 32(19P13.3) WILD-TYPE 
                            47                              9 
[1] "DEL PEAK 33(19Q13.33) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 33(19Q13.33) MUTATED DEL PEAK 33(19Q13.33) WILD-TYPE 
                             17                              39 
  DEL PEAK 33(19Q13.33) MUTATED DEL PEAK 33(19Q13.33) WILD-TYPE 
                             17                              39 
[1] "DEL PEAK 34(20P12.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 34(20P12.1) MUTATED DEL PEAK 34(20P12.1) WILD-TYPE 
                             9                             47 
  DEL PEAK 34(20P12.1) MUTATED DEL PEAK 34(20P12.1) WILD-TYPE 
                             9                             47 
[1] "DEL PEAK 35(22Q13.31) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 35(22Q13.31) MUTATED DEL PEAK 35(22Q13.31) WILD-TYPE 
                             40                              16 
  DEL PEAK 35(22Q13.31) MUTATED DEL PEAK 35(22Q13.31) WILD-TYPE 
                             40                              16 
[1] "DEL PEAK 36(XP21.1) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 36(XP21.1) MUTATED DEL PEAK 36(XP21.1) WILD-TYPE 
                           18                            38 
  DEL PEAK 36(XP21.1) MUTATED DEL PEAK 36(XP21.1) WILD-TYPE 
                           18                            38 
[1] "DEL PEAK 37(XQ25) MUTATION ANALYSIS"
[1] 3
  DEL PEAK 37(XQ25) MUTATED DEL PEAK 37(XQ25) WILD-TYPE 
                         23                          33 
  DEL PEAK 37(XQ25) MUTATED DEL PEAK 37(XQ25) WILD-TYPE 
                         23                          33 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
 [1] "YEARSTOBIRTH"                          
 [2] "VITALSTATUS"                           
 [3] "DAYSTODEATH"                           
 [4] "DAYSTOLASTFOLLOWUP"                    
 [5] "NEOPLASM.DISEASESTAGE"                 
 [6] "PATHOLOGY.T.STAGE"                     
 [7] "PATHOLOGY.N.STAGE"                     
 [8] "PATHOLOGY.M.STAGE"                     
 [9] "DCCUPLOADDATE"                         
[10] "GENDER"                                
[11] "RADIATIONTHERAPY"                      
[12] "RADIATIONS.RADIATION.REGIMENINDICATION"
[13] "GLEASON_SCORE"                         
[14] "PSA_VALUE"                             
[15] "DAYS_TO_PSA"                           
[16] "BATCHNUMBER"                           

Input Data has 16 rows and 56 columns.

[1] "Batch" "16"   
[1] "Last Follow UP"
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN 
          NA           NA         1439           NA           NA          730 
TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59E 
          NA           NA         2118           NA         1816           NA 
TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF 
          NA          530           NA           NA           NA           NA 
TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI 
        1209           NA           NA           NA          407           NA 
TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ 
          NA          829          812          781          471          572 
TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q7 
         295           NA           NA         1672         1089          604 
TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 
          NA         2841         2262          833           NA           NA 
TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-ND-A4WF 
          NA         2596           NA           NA          461           NA 
TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW 
         298          452           81           NA           NA           NA 
TCGA-QM-A5NM TCGA-QN-A5NN 
         165           NA 
Variable 1:'AGE':	nDistinctValues=30,	numeric=TRUE,	binary=FALSE,	exclude=FALSE.
Variable 2:'VITALSTATUS':	nDistinctValues=2,	numeric=TRUE,	binary=TRUE,	exclude=FALSE.
Variable 3:'DAYSTODEATH':	nDistinctValues=32,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 4:'DAYSTOLASTFOLLOWUP':	nDistinctValues=26,	numeric=TRUE,	binary=FALSE,	exclude=TRUE.
Variable 5:'NEOPLASM.DISEASESTAGE':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 6:'PATHOLOGY.T.STAGE':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 7:'PATHOLOGY.N.STAGE':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 8:'PATHOLOGY.M.STAGE':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 9:'DCCUPLOADDAY':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 10:'GENDER':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 11:'RADIATION.THERAPY':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 12:'RADIATIONS.RADIATION.REGIMENINDICATION':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 13:'GLEASON_SCORE':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 14:'PSA_VALUE':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 15:'DAYS_TO_PSA':	nDistinctValues=0,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
Variable 16:'BATCH.NUMBER':	nDistinctValues=1,	numeric=FALSE,	binary=FALSE,	exclude=TRUE.
[1] "rownames(nsurv.mat)"
[1] "AGE"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 56 columns, 1 survival variables, and 1 non-survival variables.
AGE, nv=30, binary=FALSE, numeric=TRUE

Clustering(1) Variable = AMP PEAK  1(1Q22) MUTATION ANALYSIS
D1V1, survival
                             sevent
clus2                          0  1
  AMP PEAK  1(1Q22) MUTATED   17 24
  AMP PEAK  1(1Q22) WILD-TYPE  5  9
  AMP PEAK  1(1Q22) MUTATED AMP PEAK  1(1Q22) WILD-TYPE 
                         41                          14 
  AMP PEAK  1(1Q22) MUTATED AMP PEAK  1(1Q22) WILD-TYPE 
                         24                           9 
$`AMP PEAK  1(1Q22) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RS 
       52.31         4.67        47.31         4.87        24.00        29.95 
TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 
       69.63        50.17        59.70        14.70        11.87        17.42 
TCGA-N6-A4VC TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y8 TCGA-N7-A59B 
       19.63         9.57        17.16        39.75        12.43        13.38 
TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A56S 
       13.74        27.25        26.70        25.68        15.48         9.70 
TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 
       21.93        67.17        54.97        35.80        19.86        15.81 
TCGA-NA-A4QV TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-ND-A4WF TCGA-NF-A4WX 
       93.40         3.75        17.79         6.67         5.49        14.86 
TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW TCGA-QM-A5NM 
        2.66         5.49        14.53        31.20         5.42 

$`AMP PEAK  1(1Q22) WILD-TYPE`
TCGA-N5-A4RJ TCGA-N5-A4RO TCGA-N6-A4VD TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N8-A4PI 
       18.08        22.52         3.68        25.35         0.26        26.63 
TCGA-N8-A4PQ TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA 
       18.81        74.37        27.39        85.35        10.42        23.47 
TCGA-ND-A4WC TCGA-NF-A4WU 
       15.16         9.80 

  AMP PEAK  1(1Q22) MUTATED AMP PEAK  1(1Q22) WILD-TYPE 
                       2.66                        0.26 
  AMP PEAK  1(1Q22) MUTATED AMP PEAK  1(1Q22) WILD-TYPE 
                      93.40                       85.35 
  AMP PEAK  1(1Q22) MUTATED AMP PEAK  1(1Q22) WILD-TYPE 
                     17.420                      20.665 
[1] "2.7 - 93.4 (17.4)" "0.3 - 85.3 (20.7)"
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
"AMP PEAK  1(1Q22) WILD-TYPE"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
"AMP PEAK  1(1Q22) WILD-TYPE"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
"AMP PEAK  1(1Q22) WILD-TYPE" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"AMP PEAK  1(1Q22) WILD-TYPE" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"AMP PEAK  1(1Q22) WILD-TYPE"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
"AMP PEAK  1(1Q22) WILD-TYPE"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-QM-A5NM 
  "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
"AMP PEAK  1(1Q22) WILD-TYPE"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
"AMP PEAK  1(1Q22) WILD-TYPE"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
"AMP PEAK  1(1Q22) WILD-TYPE" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"AMP PEAK  1(1Q22) WILD-TYPE" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"AMP PEAK  1(1Q22) WILD-TYPE"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
"AMP PEAK  1(1Q22) WILD-TYPE"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-QM-A5NM 
  "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
"AMP PEAK  1(1Q22) WILD-TYPE"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
"AMP PEAK  1(1Q22) WILD-TYPE"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
"AMP PEAK  1(1Q22) WILD-TYPE" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
  "AMP PEAK  1(1Q22) MUTATED" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"AMP PEAK  1(1Q22) WILD-TYPE" "AMP PEAK  1(1Q22) WILD-TYPE" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"AMP PEAK  1(1Q22) WILD-TYPE"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
"AMP PEAK  1(1Q22) WILD-TYPE"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "AMP PEAK  1(1Q22) MUTATED"   "AMP PEAK  1(1Q22) MUTATED" 
                 TCGA-QM-A5NM 
  "AMP PEAK  1(1Q22) MUTATED" 
[1] "hr=" "1.1"
D1V2, continuous

Clustering(2) Variable = AMP PEAK  2(2P14) MUTATION ANALYSIS
D2V1, survival
                             sevent
clus2                          0  1
  AMP PEAK  2(2P14) MUTATED    9 19
  AMP PEAK  2(2P14) WILD-TYPE 13 14
  AMP PEAK  2(2P14) MUTATED AMP PEAK  2(2P14) WILD-TYPE 
                         28                          27 
  AMP PEAK  2(2P14) MUTATED AMP PEAK  2(2P14) WILD-TYPE 
                         19                          14 
$`AMP PEAK  2(2P14) MUTATED`
TCGA-N5-A4RJ TCGA-N5-A4RS TCGA-N5-A4RU TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4VC 
       18.08        29.95        50.17        14.70        11.87        19.63 
TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PL TCGA-N8-A4PO TCGA-N8-A4PP 
        0.26        12.43        13.38        13.74        25.68        15.48 
TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-NA-A4QV 
       18.81         9.70        67.17        54.97        35.80        93.40 
TCGA-NA-A4QW TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-ND-A4W6 TCGA-ND-A4WA 
       74.37         3.75        17.79         6.67        10.42        23.47 
TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A5CP TCGA-NG-A4VU 
        9.80        14.86         5.49        14.53 

$`AMP PEAK  2(2P14) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO 
       52.31         4.67        47.31         4.87        24.00        22.52 
TCGA-N5-A4RT TCGA-N5-A4RV TCGA-N6-A4V9 TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF 
       69.63        59.70        17.42         3.68         9.57        17.16 
TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N8-A4PI TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N9-A4PZ 
       39.75        25.35        26.63        27.25        26.70        21.93 
TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QX TCGA-NA-A5I1 TCGA-ND-A4WC TCGA-ND-A4WF 
       19.86        15.81        27.39        85.35        15.16         5.49 
TCGA-NF-A4X2 TCGA-NG-A4VW TCGA-QM-A5NM 
        2.66        31.20         5.42 

  AMP PEAK  2(2P14) MUTATED AMP PEAK  2(2P14) WILD-TYPE 
                       0.26                        2.66 
  AMP PEAK  2(2P14) MUTATED AMP PEAK  2(2P14) WILD-TYPE 
                      93.40                       85.35 
  AMP PEAK  2(2P14) MUTATED AMP PEAK  2(2P14) WILD-TYPE 
                      15.17                       22.52 
[1] "0.3 - 93.4 (15.2)" "2.7 - 85.3 (22.5)"
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-QM-A5NM 
"AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-QM-A5NM 
"AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"AMP PEAK  2(2P14) WILD-TYPE" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
  "AMP PEAK  2(2P14) MUTATED"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
"AMP PEAK  2(2P14) WILD-TYPE"   "AMP PEAK  2(2P14) MUTATED" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "AMP PEAK  2(2P14) MUTATED" "AMP PEAK  2(2P14) WILD-TYPE" 
                 TCGA-QM-A5NM 
"AMP PEAK  2(2P14) WILD-TYPE" 
[1] "hr=" "1.5"
D2V2, continuous

Clustering(3) Variable = AMP PEAK  3(2Q13) MUTATION ANALYSIS
D3V1, survival
                             sevent
clus2                          0  1
  AMP PEAK  3(2Q13) MUTATED   11 18
  AMP PEAK  3(2Q13) WILD-TYPE 11 15
  AMP PEAK  3(2Q13) MUTATED AMP PEAK  3(2Q13) WILD-TYPE 
                         29                          26 
  AMP PEAK  3(2Q13) MUTATED AMP PEAK  3(2Q13) WILD-TYPE 
                         18                          15 
$`AMP PEAK  3(2Q13) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RS TCGA-N5-A4RU TCGA-N5-A59F TCGA-N6-A4VC 
       52.31        18.08        29.95        50.17        11.87        19.63 
TCGA-N6-A4VG TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PL TCGA-N8-A4PM 
       39.75         0.26        12.43        13.38        13.74        27.25 
TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q4 
       26.70        25.68        15.48         9.70        21.93        35.80 
TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 
       19.86        93.40        74.37         3.75        17.79         6.67 
TCGA-ND-A4WA TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A5CP TCGA-NG-A4VU 
       23.47         9.80        14.86         5.49        14.53 

$`AMP PEAK  3(2Q13) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RT 
        4.67        47.31         4.87        24.00        22.52        69.63 
TCGA-N5-A4RV TCGA-N5-A59E TCGA-N6-A4V9 TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF 
       59.70        14.70        17.42         3.68         9.57        17.16 
TCGA-N7-A4Y0 TCGA-N8-A4PI TCGA-N8-A4PQ TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q8 
       25.35        26.63        18.81        67.17        54.97        15.81 
TCGA-NA-A4QX TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4X2 
       27.39        85.35        10.42        15.16         5.49         2.66 
TCGA-NG-A4VW TCGA-QM-A5NM 
       31.20         5.42 

  AMP PEAK  3(2Q13) MUTATED AMP PEAK  3(2Q13) WILD-TYPE 
                       0.26                        2.66 
  AMP PEAK  3(2Q13) MUTATED AMP PEAK  3(2Q13) WILD-TYPE 
                      93.40                       85.35 
  AMP PEAK  3(2Q13) MUTATED AMP PEAK  3(2Q13) WILD-TYPE 
                     18.080                      18.115 
[1] "0.3 - 93.4 (18.1)" "2.7 - 85.3 (18.1)"
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-QM-A5NM 
"AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-QM-A5NM 
"AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"AMP PEAK  3(2Q13) WILD-TYPE" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
  "AMP PEAK  3(2Q13) MUTATED"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
"AMP PEAK  3(2Q13) WILD-TYPE"   "AMP PEAK  3(2Q13) MUTATED" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "AMP PEAK  3(2Q13) MUTATED" "AMP PEAK  3(2Q13) WILD-TYPE" 
                 TCGA-QM-A5NM 
"AMP PEAK  3(2Q13) WILD-TYPE" 
[1] "hr=" "1.1"
D3V2, continuous

Clustering(4) Variable = AMP PEAK  4(3P25.1) MUTATION ANALYSIS
D4V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  4(3P25.1) MUTATED    9 10
  AMP PEAK  4(3P25.1) WILD-TYPE 13 23
  AMP PEAK  4(3P25.1) MUTATED AMP PEAK  4(3P25.1) WILD-TYPE 
                           19                            36 
  AMP PEAK  4(3P25.1) MUTATED AMP PEAK  4(3P25.1) WILD-TYPE 
                           10                            23 
$`AMP PEAK  4(3P25.1) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59F TCGA-N6-A4VG TCGA-N7-A4Y5 
       52.31        50.17        59.70        11.87        39.75         0.26 
TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PQ TCGA-N9-A4Q3 TCGA-N9-A4Q8 TCGA-NA-A4QV 
       26.70        25.68        18.81        54.97        15.81        93.40 
TCGA-NA-A4QX TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-NF-A4X2 TCGA-NG-A4VU 
       27.39        85.35        10.42        23.47         2.66        14.53 
TCGA-NG-A4VW 
       31.20 

$`AMP PEAK  4(3P25.1) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO 
        4.67        47.31        18.08         4.87        24.00        22.52 
TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A59E TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD 
       29.95        69.63        14.70        17.42        19.63         3.68 
TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N7-A4Y0 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI 
        9.57        17.16        25.35        12.43        13.38        26.63 
TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 
       13.74        27.25        15.48         9.70        21.93        67.17 
TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-NA-A4QW TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 
       35.80        19.86        74.37         3.75        17.79         6.67 
TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A5CP TCGA-QM-A5NM 
       15.16         5.49         9.80        14.86         5.49         5.42 

  AMP PEAK  4(3P25.1) MUTATED AMP PEAK  4(3P25.1) WILD-TYPE 
                         0.26                          3.68 
  AMP PEAK  4(3P25.1) MUTATED AMP PEAK  4(3P25.1) WILD-TYPE 
                        93.40                         74.37 
  AMP PEAK  4(3P25.1) MUTATED AMP PEAK  4(3P25.1) WILD-TYPE 
                        26.70                         16.32 
[1] "0.3 - 93.4 (26.7)" "3.7 - 74.4 (16.3)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  4(3P25.1) MUTATED"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  4(3P25.1) MUTATED"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "AMP PEAK  4(3P25.1) MUTATED"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  4(3P25.1) MUTATED"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-QM-A5NM 
"AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  4(3P25.1) MUTATED"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  4(3P25.1) MUTATED"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "AMP PEAK  4(3P25.1) MUTATED"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  4(3P25.1) MUTATED"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-QM-A5NM 
"AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  4(3P25.1) MUTATED"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  4(3P25.1) MUTATED"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"AMP PEAK  4(3P25.1) WILD-TYPE"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "AMP PEAK  4(3P25.1) MUTATED"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  4(3P25.1) WILD-TYPE" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "AMP PEAK  4(3P25.1) MUTATED" "AMP PEAK  4(3P25.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  4(3P25.1) MUTATED"   "AMP PEAK  4(3P25.1) MUTATED" 
                   TCGA-QM-A5NM 
"AMP PEAK  4(3P25.1) WILD-TYPE" 
[1] "hr=" "1.9"
D4V2, continuous

Clustering(5) Variable = AMP PEAK  5(3Q26.2) MUTATION ANALYSIS
D5V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  5(3Q26.2) MUTATED   13 23
  AMP PEAK  5(3Q26.2) WILD-TYPE  9 10
  AMP PEAK  5(3Q26.2) MUTATED AMP PEAK  5(3Q26.2) WILD-TYPE 
                           36                            19 
  AMP PEAK  5(3Q26.2) MUTATED AMP PEAK  5(3Q26.2) WILD-TYPE 
                           23                            10 
$`AMP PEAK  5(3Q26.2) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RT 
       52.31         4.67        18.08        24.00        22.52        69.63 
TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4VC TCGA-N6-A4VE TCGA-N7-A4Y5 TCGA-N7-A4Y8 
       14.70        11.87        19.63         9.57         0.26        12.43 
TCGA-N7-A59B TCGA-N8-A4PL TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ 
       13.38        13.74        26.70        25.68        15.48        18.81 
TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q8 
        9.70        21.93        67.17        54.97        35.80        15.81 
TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-ND-A4WA 
       93.40        74.37        27.39        17.79         6.67        23.47 
TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NG-A4VU TCGA-NG-A4VW TCGA-QM-A5NM 
        5.49        14.86         2.66        14.53        31.20         5.42 

$`AMP PEAK  5(3Q26.2) WILD-TYPE`
TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RS TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N6-A4V9 
       47.31         4.87        29.95        50.17        59.70        17.42 
TCGA-N6-A4VD TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N8-A4PI TCGA-N8-A4PM 
        3.68        17.16        39.75        25.35        26.63        27.25 
TCGA-N9-A4Q7 TCGA-NA-A4QY TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WC TCGA-NF-A4WU 
       19.86         3.75        85.35        10.42        15.16         9.80 
TCGA-NF-A5CP 
        5.49 

  AMP PEAK  5(3Q26.2) MUTATED AMP PEAK  5(3Q26.2) WILD-TYPE 
                         0.26                          3.68 
  AMP PEAK  5(3Q26.2) MUTATED AMP PEAK  5(3Q26.2) WILD-TYPE 
                        93.40                         85.35 
  AMP PEAK  5(3Q26.2) MUTATED AMP PEAK  5(3Q26.2) WILD-TYPE 
                       17.935                        19.860 
[1] "0.3 - 93.4 (17.9)" "3.7 - 85.3 (19.9)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"AMP PEAK  5(3Q26.2) WILD-TYPE" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-QM-A5NM 
  "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"AMP PEAK  5(3Q26.2) WILD-TYPE" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-QM-A5NM 
  "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"AMP PEAK  5(3Q26.2) WILD-TYPE" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  5(3Q26.2) WILD-TYPE"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "AMP PEAK  5(3Q26.2) MUTATED" "AMP PEAK  5(3Q26.2) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  5(3Q26.2) MUTATED"   "AMP PEAK  5(3Q26.2) MUTATED" 
                   TCGA-QM-A5NM 
  "AMP PEAK  5(3Q26.2) MUTATED" 
[1] "hr=" "1.3"
D5V2, continuous

Clustering(6) Variable = AMP PEAK  6(4P16.3) MUTATION ANALYSIS
D6V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  6(4P16.3) MUTATED   11 14
  AMP PEAK  6(4P16.3) WILD-TYPE 11 19
  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                           25                            30 
  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                           14                            19 
$`AMP PEAK  6(4P16.3) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV 
       52.31        22.52        29.95        69.63        50.17        59.70 
TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N7-A59B TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PQ 
        9.57        17.16        13.38        27.25        26.70        18.81 
TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q4 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QX 
       21.93        67.17        35.80        15.81        93.40        27.39 
TCGA-NA-A4QY TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WC TCGA-NF-A4WX 
        3.75         6.67        85.35        10.42        15.16        14.86 
TCGA-NG-A4VU 
       14.53 

$`AMP PEAK  6(4P16.3) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A59E 
        4.67        47.31        18.08         4.87        24.00        14.70 
TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VG TCGA-N7-A4Y0 
       11.87        17.42        19.63         3.68        39.75        25.35 
TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PO TCGA-N8-A4PP 
        0.26        12.43        26.63        13.74        25.68        15.48 
TCGA-N8-A56S TCGA-N9-A4Q3 TCGA-N9-A4Q7 TCGA-NA-A4QW TCGA-NA-A4R0 TCGA-ND-A4WA 
        9.70        54.97        19.86        74.37        17.79        23.47 
TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VW TCGA-QM-A5NM 
        5.49         9.80         2.66         5.49        31.20         5.42 

  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                         3.75                          0.26 
  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                        93.40                         74.37 
  AMP PEAK  6(4P16.3) MUTATED AMP PEAK  6(4P16.3) WILD-TYPE 
                        22.52                         16.45 
[1] "3.8 - 93.4 (22.5)" "0.3 - 74.4 (16.5)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-QM-A5NM 
"AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-QM-A5NM 
"AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "AMP PEAK  6(4P16.3) MUTATED"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  6(4P16.3) WILD-TYPE"   "AMP PEAK  6(4P16.3) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"AMP PEAK  6(4P16.3) WILD-TYPE" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  6(4P16.3) MUTATED" "AMP PEAK  6(4P16.3) WILD-TYPE" 
                   TCGA-QM-A5NM 
"AMP PEAK  6(4P16.3) WILD-TYPE" 
[1] "hr=" "1.7"
D6V2, continuous

Clustering(7) Variable = AMP PEAK  7(5P13.2) MUTATION ANALYSIS
D7V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  7(5P13.2) MUTATED    9 16
  AMP PEAK  7(5P13.2) WILD-TYPE 13 17
  AMP PEAK  7(5P13.2) MUTATED AMP PEAK  7(5P13.2) WILD-TYPE 
                           25                            30 
  AMP PEAK  7(5P13.2) MUTATED AMP PEAK  7(5P13.2) WILD-TYPE 
                           16                            17 
$`AMP PEAK  7(5P13.2) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A59E 
       52.31         4.87        24.00        69.63        50.17        14.70 
TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y5 TCGA-N8-A4PN TCGA-N8-A4PO 
        9.57        17.16        39.75         0.26        26.70        25.68 
TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N9-A4PZ TCGA-N9-A4Q8 TCGA-NA-A4QW TCGA-NA-A4QX 
       15.48        18.81        21.93        15.81        74.37        27.39 
TCGA-NA-A4R0 TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-NF-A4WX TCGA-NF-A5CP TCGA-NG-A4VU 
       17.79        85.35        10.42        14.86         5.49        14.53 
TCGA-NG-A4VW 
       31.20 

$`AMP PEAK  7(5P13.2) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A4RV 
        4.67        47.31        18.08        22.52        29.95        59.70 
TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N7-A4Y0 TCGA-N7-A4Y8 
       11.87        17.42        19.63         3.68        25.35        12.43 
TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A56S TCGA-N9-A4Q1 
       13.38        26.63        13.74        27.25         9.70        67.17 
TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-NA-A4QY TCGA-NA-A4R1 
       54.97        35.80        19.86        93.40         3.75         6.67 
TCGA-ND-A4WA TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4X2 TCGA-QM-A5NM 
       23.47        15.16         5.49         9.80         2.66         5.42 

  AMP PEAK  7(5P13.2) MUTATED AMP PEAK  7(5P13.2) WILD-TYPE 
                         0.26                          2.66 
  AMP PEAK  7(5P13.2) MUTATED AMP PEAK  7(5P13.2) WILD-TYPE 
                        85.35                         93.40 
  AMP PEAK  7(5P13.2) MUTATED AMP PEAK  7(5P13.2) WILD-TYPE 
                        18.81                         17.75 
[1] "0.3 - 85.3 (18.8)" "2.7 - 93.4 (17.8)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-QM-A5NM 
"AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-QM-A5NM 
"AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "AMP PEAK  7(5P13.2) MUTATED" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"AMP PEAK  7(5P13.2) WILD-TYPE" "AMP PEAK  7(5P13.2) WILD-TYPE" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"AMP PEAK  7(5P13.2) WILD-TYPE"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  7(5P13.2) MUTATED"   "AMP PEAK  7(5P13.2) MUTATED" 
                   TCGA-QM-A5NM 
"AMP PEAK  7(5P13.2) WILD-TYPE" 
[1] "hr=" "1.1"
D7V2, continuous

Clustering(8) Variable = AMP PEAK  8(6P24.2) MUTATION ANALYSIS
D8V1, survival
                               sevent
clus2                            0  1
  AMP PEAK  8(6P24.2) MUTATED   15 21
  AMP PEAK  8(6P24.2) WILD-TYPE  7 12
  AMP PEAK  8(6P24.2) MUTATED AMP PEAK  8(6P24.2) WILD-TYPE 
                           36                            19 
  AMP PEAK  8(6P24.2) MUTATED AMP PEAK  8(6P24.2) WILD-TYPE 
                           21                            12 
$`AMP PEAK  8(6P24.2) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RT 
       52.31        47.31        18.08         4.87        24.00        69.63 
TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4VC TCGA-N6-A4VE 
       50.17        59.70        14.70        11.87        19.63         9.57 
TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PN 
       17.16        39.75        25.35        13.74        27.25        26.70 
TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 
       25.68        15.48        21.93        67.17        54.97        35.80 
TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4R0 
       19.86        15.81        93.40        74.37        27.39        17.79 
TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NG-A4VU 
       10.42        23.47         5.49        14.86         2.66        14.53 

$`AMP PEAK  8(6P24.2) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N6-A4V9 TCGA-N6-A4VD TCGA-N7-A4Y5 
        4.67        22.52        29.95        17.42         3.68         0.26 
TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PQ TCGA-N8-A56S TCGA-NA-A4QY 
       12.43        13.38        26.63        18.81         9.70         3.75 
TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A5CP TCGA-NG-A4VW 
        6.67        85.35        15.16         9.80         5.49        31.20 
TCGA-QM-A5NM 
        5.42 

  AMP PEAK  8(6P24.2) MUTATED AMP PEAK  8(6P24.2) WILD-TYPE 
                         2.66                          0.26 
  AMP PEAK  8(6P24.2) MUTATED AMP PEAK  8(6P24.2) WILD-TYPE 
                        93.40                         85.35 
  AMP PEAK  8(6P24.2) MUTATED AMP PEAK  8(6P24.2) WILD-TYPE 
                        22.70                         12.43 
[1] "2.7 - 93.4 (22.7)" "0.3 - 85.3 (12.4)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"AMP PEAK  8(6P24.2) WILD-TYPE" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
"AMP PEAK  8(6P24.2) WILD-TYPE" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"AMP PEAK  8(6P24.2) WILD-TYPE" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"AMP PEAK  8(6P24.2) WILD-TYPE"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"AMP PEAK  8(6P24.2) WILD-TYPE"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"AMP PEAK  8(6P24.2) WILD-TYPE" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"AMP PEAK  8(6P24.2) WILD-TYPE"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  8(6P24.2) WILD-TYPE"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-QM-A5NM 
"AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"AMP PEAK  8(6P24.2) WILD-TYPE" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
"AMP PEAK  8(6P24.2) WILD-TYPE" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"AMP PEAK  8(6P24.2) WILD-TYPE" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"AMP PEAK  8(6P24.2) WILD-TYPE"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"AMP PEAK  8(6P24.2) WILD-TYPE"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"AMP PEAK  8(6P24.2) WILD-TYPE" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"AMP PEAK  8(6P24.2) WILD-TYPE"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  8(6P24.2) WILD-TYPE"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-QM-A5NM 
"AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"AMP PEAK  8(6P24.2) WILD-TYPE" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
"AMP PEAK  8(6P24.2) WILD-TYPE" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"AMP PEAK  8(6P24.2) WILD-TYPE" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"AMP PEAK  8(6P24.2) WILD-TYPE"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"AMP PEAK  8(6P24.2) WILD-TYPE"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"AMP PEAK  8(6P24.2) WILD-TYPE" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "AMP PEAK  8(6P24.2) MUTATED"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"AMP PEAK  8(6P24.2) WILD-TYPE"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"AMP PEAK  8(6P24.2) WILD-TYPE"   "AMP PEAK  8(6P24.2) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "AMP PEAK  8(6P24.2) MUTATED" "AMP PEAK  8(6P24.2) WILD-TYPE" 
                   TCGA-QM-A5NM 
"AMP PEAK  8(6P24.2) WILD-TYPE" 
[1] "hr=" "1.9"
D8V2, continuous

Clustering(9) Variable = AMP PEAK  9(8P11.21) MUTATION ANALYSIS
D9V1, survival
                                sevent
clus2                             0  1
  AMP PEAK  9(8P11.21) MUTATED   13 19
  AMP PEAK  9(8P11.21) WILD-TYPE  9 14
  AMP PEAK  9(8P11.21) MUTATED AMP PEAK  9(8P11.21) WILD-TYPE 
                            32                             23 
  AMP PEAK  9(8P11.21) MUTATED AMP PEAK  9(8P11.21) WILD-TYPE 
                            19                             14 
$`AMP PEAK  9(8P11.21) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RT 
       52.31         4.67        47.31         4.87        24.00        69.63 
TCGA-N5-A4RU TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG 
       50.17        14.70        11.87         9.57        17.16        39.75 
TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PM 
       25.35         0.26        12.43        13.38        26.63        27.25 
TCGA-N8-A4PO TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q8 TCGA-NA-A4QW TCGA-NA-A4QY 
       25.68        67.17        54.97        15.81        74.37         3.75 
TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NG-A4VU 
       17.79         6.67        85.35        14.86         2.66        14.53 
TCGA-NG-A4VW TCGA-QM-A5NM 
       31.20         5.42 

$`AMP PEAK  9(8P11.21) WILD-TYPE`
TCGA-N5-A4RJ TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A4RV TCGA-N6-A4V9 TCGA-N6-A4VC 
       18.08        22.52        29.95        59.70        17.42        19.63 
TCGA-N6-A4VD TCGA-N8-A4PL TCGA-N8-A4PN TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N8-A56S 
        3.68        13.74        26.70        15.48        18.81         9.70 
TCGA-N9-A4PZ TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-NA-A4QX TCGA-ND-A4W6 
       21.93        35.80        19.86        93.40        27.39        10.42 
TCGA-ND-A4WA TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A5CP 
       23.47        15.16         5.49         9.80         5.49 

  AMP PEAK  9(8P11.21) MUTATED AMP PEAK  9(8P11.21) WILD-TYPE 
                          0.26                           3.68 
  AMP PEAK  9(8P11.21) MUTATED AMP PEAK  9(8P11.21) WILD-TYPE 
                         85.35                          93.40 
  AMP PEAK  9(8P11.21) MUTATED AMP PEAK  9(8P11.21) WILD-TYPE 
                        17.475                         18.810 
[1] "0.3 - 85.3 (17.5)" "3.7 - 93.4 (18.8)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"AMP PEAK  9(8P11.21) WILD-TYPE"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK  9(8P11.21) WILD-TYPE"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK  9(8P11.21) WILD-TYPE"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK  9(8P11.21) WILD-TYPE"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-QM-A5NM 
  "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"AMP PEAK  9(8P11.21) WILD-TYPE"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK  9(8P11.21) WILD-TYPE"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK  9(8P11.21) WILD-TYPE"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK  9(8P11.21) WILD-TYPE"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-QM-A5NM 
  "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"AMP PEAK  9(8P11.21) WILD-TYPE"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK  9(8P11.21) WILD-TYPE"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK  9(8P11.21) WILD-TYPE"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK  9(8P11.21) WILD-TYPE" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK  9(8P11.21) WILD-TYPE"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK  9(8P11.21) MUTATED" "AMP PEAK  9(8P11.21) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK  9(8P11.21) MUTATED"   "AMP PEAK  9(8P11.21) MUTATED" 
                    TCGA-QM-A5NM 
  "AMP PEAK  9(8P11.21) MUTATED" 
[1] "hr=" "1.2"
D9V2, continuous

Clustering(10) Variable = AMP PEAK 10(8Q11.23) MUTATION ANALYSIS
D10V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 10(8Q11.23) MUTATED   15 22
  AMP PEAK 10(8Q11.23) WILD-TYPE  7 11
  AMP PEAK 10(8Q11.23) MUTATED AMP PEAK 10(8Q11.23) WILD-TYPE 
                            37                             18 
  AMP PEAK 10(8Q11.23) MUTATED AMP PEAK 10(8Q11.23) WILD-TYPE 
                            22                             11 
$`AMP PEAK 10(8Q11.23) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RU 
       52.31         4.67        47.31         4.87        24.00        50.17 
TCGA-N5-A4RV TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG 
       59.70        14.70        11.87         9.57        17.16        39.75 
TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PM 
       25.35         0.26        12.43        13.38        26.63        27.25 
TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N9-A4PZ TCGA-N9-A4Q4 TCGA-N9-A4Q8 
       25.68        15.48        18.81        21.93        35.80        15.81 
TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A5I1 
       93.40        74.37        27.39         3.75        17.79        85.35 
TCGA-ND-A4W6 TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW 
       10.42        14.86         2.66         5.49        14.53        31.20 
TCGA-QM-A5NM 
        5.42 

$`AMP PEAK 10(8Q11.23) WILD-TYPE`
TCGA-N5-A4RJ TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N6-A4V9 TCGA-N6-A4VC 
       18.08        22.52        29.95        69.63        17.42        19.63 
TCGA-N6-A4VD TCGA-N8-A4PL TCGA-N8-A4PN TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-N9-A4Q3 
        3.68        13.74        26.70         9.70        67.17        54.97 
TCGA-N9-A4Q7 TCGA-NA-A4R1 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4WU 
       19.86         6.67        23.47        15.16         5.49         9.80 

  AMP PEAK 10(8Q11.23) MUTATED AMP PEAK 10(8Q11.23) WILD-TYPE 
                          0.26                           3.68 
  AMP PEAK 10(8Q11.23) MUTATED AMP PEAK 10(8Q11.23) WILD-TYPE 
                         93.40                          69.63 
  AMP PEAK 10(8Q11.23) MUTATED AMP PEAK 10(8Q11.23) WILD-TYPE 
                        17.790                         18.855 
[1] "0.3 - 93.4 (17.8)" "3.7 - 69.6 (18.9)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK 10(8Q11.23) MUTATED" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 10(8Q11.23) WILD-TYPE" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK 10(8Q11.23) MUTATED" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 10(8Q11.23) WILD-TYPE" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 10(8Q11.23) WILD-TYPE" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 10(8Q11.23) MUTATED" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 10(8Q11.23) MUTATED" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 10(8Q11.23) WILD-TYPE" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-QM-A5NM 
  "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK 10(8Q11.23) MUTATED" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 10(8Q11.23) WILD-TYPE" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK 10(8Q11.23) MUTATED" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 10(8Q11.23) WILD-TYPE" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 10(8Q11.23) WILD-TYPE" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 10(8Q11.23) MUTATED" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 10(8Q11.23) MUTATED" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 10(8Q11.23) WILD-TYPE" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-QM-A5NM 
  "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK 10(8Q11.23) MUTATED" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 10(8Q11.23) WILD-TYPE" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK 10(8Q11.23) MUTATED" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 10(8Q11.23) WILD-TYPE" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 10(8Q11.23) WILD-TYPE" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 10(8Q11.23) MUTATED" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 10(8Q11.23) MUTATED" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 10(8Q11.23) WILD-TYPE" "AMP PEAK 10(8Q11.23) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 10(8Q11.23) WILD-TYPE"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 10(8Q11.23) MUTATED"   "AMP PEAK 10(8Q11.23) MUTATED" 
                    TCGA-QM-A5NM 
  "AMP PEAK 10(8Q11.23) MUTATED" 
[1] "hr=" "1"  
D10V2, continuous

Clustering(11) Variable = AMP PEAK 11(8Q24.21) MUTATION ANALYSIS
D11V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 11(8Q24.21) MUTATED   16 25
  AMP PEAK 11(8Q24.21) WILD-TYPE  6  8
  AMP PEAK 11(8Q24.21) MUTATED AMP PEAK 11(8Q24.21) WILD-TYPE 
                            41                             14 
  AMP PEAK 11(8Q24.21) MUTATED AMP PEAK 11(8Q24.21) WILD-TYPE 
                            25                              8 
$`AMP PEAK 11(8Q24.21) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV 
        4.67        47.31         4.87        69.63        50.17        59.70 
TCGA-N5-A59E TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG 
       14.70        17.42        19.63         9.57        17.16        39.75 
TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PM 
       25.35         0.26        12.43        13.38        26.63        27.25 
TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q4 
       25.68        15.48        18.81         9.70        21.93        35.80 
TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 
       19.86        15.81        74.37        27.39         3.75        17.79 
TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4WX 
        6.67        85.35        10.42        23.47         5.49        14.86 
TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW TCGA-QM-A5NM 
        2.66         5.49        14.53        31.20         5.42 

$`AMP PEAK 11(8Q24.21) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A59F 
       52.31        18.08        24.00        22.52        29.95        11.87 
TCGA-N6-A4VD TCGA-N8-A4PL TCGA-N8-A4PN TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-NA-A4QV 
        3.68        13.74        26.70        67.17        54.97        93.40 
TCGA-ND-A4WC TCGA-NF-A4WU 
       15.16         9.80 

  AMP PEAK 11(8Q24.21) MUTATED AMP PEAK 11(8Q24.21) WILD-TYPE 
                          0.26                           3.68 
  AMP PEAK 11(8Q24.21) MUTATED AMP PEAK 11(8Q24.21) WILD-TYPE 
                         85.35                          93.40 
  AMP PEAK 11(8Q24.21) MUTATED AMP PEAK 11(8Q24.21) WILD-TYPE 
                         17.42                          23.26 
[1] "0.3 - 85.3 (17.4)" "3.7 - 93.4 (23.3)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK 11(8Q24.21) MUTATED" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 11(8Q24.21) MUTATED" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 11(8Q24.21) WILD-TYPE" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "AMP PEAK 11(8Q24.21) MUTATED" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 11(8Q24.21) WILD-TYPE" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 11(8Q24.21) MUTATED" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-QM-A5NM 
  "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK 11(8Q24.21) MUTATED" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 11(8Q24.21) MUTATED" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 11(8Q24.21) WILD-TYPE" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "AMP PEAK 11(8Q24.21) MUTATED" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 11(8Q24.21) WILD-TYPE" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 11(8Q24.21) MUTATED" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-QM-A5NM 
  "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK 11(8Q24.21) MUTATED" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 11(8Q24.21) MUTATED" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 11(8Q24.21) WILD-TYPE" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "AMP PEAK 11(8Q24.21) MUTATED" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 11(8Q24.21) WILD-TYPE" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 11(8Q24.21) MUTATED" "AMP PEAK 11(8Q24.21) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 11(8Q24.21) WILD-TYPE"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 11(8Q24.21) MUTATED"   "AMP PEAK 11(8Q24.21) MUTATED" 
                    TCGA-QM-A5NM 
  "AMP PEAK 11(8Q24.21) MUTATED" 
[1] "hr=" "1.4"
D11V2, continuous

Clustering(12) Variable = AMP PEAK 12(8Q24.21) MUTATION ANALYSIS
D12V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 12(8Q24.21) MUTATED   14 25
  AMP PEAK 12(8Q24.21) WILD-TYPE  8  8
  AMP PEAK 12(8Q24.21) MUTATED AMP PEAK 12(8Q24.21) WILD-TYPE 
                            39                             16 
  AMP PEAK 12(8Q24.21) MUTATED AMP PEAK 12(8Q24.21) WILD-TYPE 
                            25                              8 
$`AMP PEAK 12(8Q24.21) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV 
        4.67        47.31         4.87        69.63        50.17        59.70 
TCGA-N5-A59E TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF 
       14.70        17.42        19.63         3.68         9.57        17.16 
TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI 
       39.75        25.35         0.26        12.43        13.38        26.63 
TCGA-N8-A4PM TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N9-A4PZ TCGA-N9-A4Q4 
       27.25        25.68        15.48        18.81        21.93        35.80 
TCGA-N9-A4Q8 TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 
       15.81        27.39         3.75        17.79         6.67        85.35 
TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP 
       10.42        23.47         5.49        14.86         2.66         5.49 
TCGA-NG-A4VU TCGA-NG-A4VW TCGA-QM-A5NM 
       14.53        31.20         5.42 

$`AMP PEAK 12(8Q24.21) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A59F 
       52.31        18.08        24.00        22.52        29.95        11.87 
TCGA-N8-A4PL TCGA-N8-A4PN TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q7 
       13.74        26.70         9.70        67.17        54.97        19.86 
TCGA-NA-A4QV TCGA-NA-A4QW TCGA-ND-A4WC TCGA-NF-A4WU 
       93.40        74.37        15.16         9.80 

  AMP PEAK 12(8Q24.21) MUTATED AMP PEAK 12(8Q24.21) WILD-TYPE 
                          0.26                           9.70 
  AMP PEAK 12(8Q24.21) MUTATED AMP PEAK 12(8Q24.21) WILD-TYPE 
                         85.35                          93.40 
  AMP PEAK 12(8Q24.21) MUTATED AMP PEAK 12(8Q24.21) WILD-TYPE 
                         17.16                          23.26 
[1] "0.3 - 85.3 (17.2)" "9.7 - 93.4 (23.3)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK 12(8Q24.21) MUTATED" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 12(8Q24.21) MUTATED" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 12(8Q24.21) WILD-TYPE" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 12(8Q24.21) WILD-TYPE" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 12(8Q24.21) MUTATED" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 12(8Q24.21) MUTATED" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-QM-A5NM 
  "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK 12(8Q24.21) MUTATED" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 12(8Q24.21) MUTATED" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 12(8Q24.21) WILD-TYPE" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 12(8Q24.21) WILD-TYPE" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 12(8Q24.21) MUTATED" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 12(8Q24.21) MUTATED" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-QM-A5NM 
  "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK 12(8Q24.21) MUTATED" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 12(8Q24.21) MUTATED" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 12(8Q24.21) WILD-TYPE" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 12(8Q24.21) WILD-TYPE" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 12(8Q24.21) MUTATED" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 12(8Q24.21) MUTATED" "AMP PEAK 12(8Q24.21) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 12(8Q24.21) WILD-TYPE"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 12(8Q24.21) MUTATED"   "AMP PEAK 12(8Q24.21) MUTATED" 
                    TCGA-QM-A5NM 
  "AMP PEAK 12(8Q24.21) MUTATED" 
[1] "hr=" "1.9"
D12V2, continuous

Clustering(13) Variable = AMP PEAK 13(10Q22.2) MUTATION ANALYSIS
D13V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 13(10Q22.2) MUTATED   10 15
  AMP PEAK 13(10Q22.2) WILD-TYPE 12 18
  AMP PEAK 13(10Q22.2) MUTATED AMP PEAK 13(10Q22.2) WILD-TYPE 
                            25                             30 
  AMP PEAK 13(10Q22.2) MUTATED AMP PEAK 13(10Q22.2) WILD-TYPE 
                            15                             18 
$`AMP PEAK 13(10Q22.2) MUTATED`
TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RV TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4VE 
       18.08        24.00        59.70        14.70        11.87         9.57 
TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL 
       39.75        25.35         0.26        13.38        26.63        13.74 
TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PQ TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-NA-A4QV 
       26.70        25.68        18.81        21.93        67.17        93.40 
TCGA-NA-A4QW TCGA-NA-A4R0 TCGA-NA-A5I1 TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NG-A4VU 
       74.37        17.79        85.35        23.47         5.49        14.53 
TCGA-NG-A4VW 
       31.20 

$`AMP PEAK 13(10Q22.2) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RO TCGA-N5-A4RS 
       52.31         4.67        47.31         4.87        22.52        29.95 
TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VF 
       69.63        50.17        17.42        19.63         3.68        17.16 
TCGA-N7-A4Y8 TCGA-N8-A4PM TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4Q3 TCGA-N9-A4Q4 
       12.43        27.25        15.48         9.70        54.97        35.80 
TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R1 TCGA-ND-A4W6 
       19.86        15.81        27.39         3.75         6.67        10.42 
TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-QM-A5NM 
       15.16         9.80        14.86         2.66         5.49         5.42 

  AMP PEAK 13(10Q22.2) MUTATED AMP PEAK 13(10Q22.2) WILD-TYPE 
                          0.26                           2.66 
  AMP PEAK 13(10Q22.2) MUTATED AMP PEAK 13(10Q22.2) WILD-TYPE 
                         93.40                          69.63 
  AMP PEAK 13(10Q22.2) MUTATED AMP PEAK 13(10Q22.2) WILD-TYPE 
                        23.470                         15.645 
[1] "0.3 - 93.4 (23.5)" "2.7 - 69.6 (15.6)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-QM-A5NM 
"AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-QM-A5NM 
"AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 13(10Q22.2) MUTATED" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 13(10Q22.2) WILD-TYPE"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"AMP PEAK 13(10Q22.2) WILD-TYPE" "AMP PEAK 13(10Q22.2) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 13(10Q22.2) MUTATED"   "AMP PEAK 13(10Q22.2) MUTATED" 
                    TCGA-QM-A5NM 
"AMP PEAK 13(10Q22.2) WILD-TYPE" 
[1] "hr=" "1.4"
D13V2, continuous

Clustering(14) Variable = AMP PEAK 14(11Q13.1) MUTATION ANALYSIS
D14V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 14(11Q13.1) MUTATED   10  9
  AMP PEAK 14(11Q13.1) WILD-TYPE 12 24
  AMP PEAK 14(11Q13.1) MUTATED AMP PEAK 14(11Q13.1) WILD-TYPE 
                            19                             36 
  AMP PEAK 14(11Q13.1) MUTATED AMP PEAK 14(11Q13.1) WILD-TYPE 
                             9                             24 
$`AMP PEAK 14(11Q13.1) MUTATED`
TCGA-N5-A4RM TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N6-A4VE TCGA-N8-A4PN 
        4.87        69.63        50.17        59.70         9.57        26.70 
TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 
       15.48         9.70        54.97        35.80        19.86        15.81 
TCGA-NA-A4QW TCGA-NA-A4R0 TCGA-NA-A5I1 TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A4X2 
       74.37        17.79        85.35         5.49        14.86         2.66 
TCGA-NG-A4VU 
       14.53 

$`AMP PEAK 14(11Q13.1) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RO 
       52.31         4.67        47.31        18.08        24.00        22.52 
TCGA-N5-A4RS TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD 
       29.95        14.70        11.87        17.42        19.63         3.68 
TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B 
       17.16        39.75        25.35         0.26        12.43        13.38 
TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PO TCGA-N8-A4PQ TCGA-N9-A4PZ 
       26.63        13.74        27.25        25.68        18.81        21.93 
TCGA-N9-A4Q1 TCGA-NA-A4QV TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R1 TCGA-ND-A4W6 
       67.17        93.40        27.39         3.75         6.67        10.42 
TCGA-ND-A4WA TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A5CP TCGA-NG-A4VW TCGA-QM-A5NM 
       23.47        15.16         9.80         5.49        31.20         5.42 

  AMP PEAK 14(11Q13.1) MUTATED AMP PEAK 14(11Q13.1) WILD-TYPE 
                          2.66                           0.26 
  AMP PEAK 14(11Q13.1) MUTATED AMP PEAK 14(11Q13.1) WILD-TYPE 
                         85.35                          93.40 
  AMP PEAK 14(11Q13.1) MUTATED AMP PEAK 14(11Q13.1) WILD-TYPE 
                        17.790                         18.445 
[1] "2.7 - 85.3 (17.8)" "0.3 - 93.4 (18.4)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK 14(11Q13.1) MUTATED"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 14(11Q13.1) MUTATED"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK 14(11Q13.1) MUTATED"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 14(11Q13.1) MUTATED"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK 14(11Q13.1) MUTATED"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 14(11Q13.1) MUTATED"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK 14(11Q13.1) WILD-TYPE" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 14(11Q13.1) WILD-TYPE"   "AMP PEAK 14(11Q13.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 14(11Q13.1) MUTATED" "AMP PEAK 14(11Q13.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"AMP PEAK 14(11Q13.1) WILD-TYPE" 
[1] "hr=" "1.8"
D14V2, continuous

Clustering(15) Variable = AMP PEAK 15(12Q12) MUTATION ANALYSIS
D15V1, survival
                              sevent
clus2                           0  1
  AMP PEAK 15(12Q12) MUTATED   10 12
  AMP PEAK 15(12Q12) WILD-TYPE 12 21
  AMP PEAK 15(12Q12) MUTATED AMP PEAK 15(12Q12) WILD-TYPE 
                          22                           33 
  AMP PEAK 15(12Q12) MUTATED AMP PEAK 15(12Q12) WILD-TYPE 
                          12                           21 
$`AMP PEAK 15(12Q12) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RM TCGA-N5-A4RO TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A59E 
        4.67         4.87        22.52        69.63        50.17        14.70 
TCGA-N6-A4V9 TCGA-N6-A4VE TCGA-N7-A4Y8 TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO 
       17.42         9.57        12.43        27.25        26.70        25.68 
TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q7 
       15.48         9.70        67.17        54.97        35.80        19.86 
TCGA-NA-A4QW TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NF-A4WX 
       74.37        17.79         6.67        14.86 

$`AMP PEAK 15(12Q12) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RS TCGA-N5-A4RV 
       52.31        47.31        18.08        24.00        29.95        59.70 
TCGA-N5-A59F TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y0 
       11.87        19.63         3.68        17.16        39.75        25.35 
TCGA-N7-A4Y5 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PQ TCGA-N9-A4PZ 
        0.26        13.38        26.63        13.74        18.81        21.93 
TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A5I1 TCGA-ND-A4W6 
       15.81        93.40        27.39         3.75        85.35        10.42 
TCGA-ND-A4WA TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4X2 TCGA-NF-A5CP 
       23.47        15.16         5.49         9.80         2.66         5.49 
TCGA-NG-A4VU TCGA-NG-A4VW TCGA-QM-A5NM 
       14.53        31.20         5.42 

  AMP PEAK 15(12Q12) MUTATED AMP PEAK 15(12Q12) WILD-TYPE 
                        4.67                         0.26 
  AMP PEAK 15(12Q12) MUTATED AMP PEAK 15(12Q12) WILD-TYPE 
                       74.37                        93.40 
  AMP PEAK 15(12Q12) MUTATED AMP PEAK 15(12Q12) WILD-TYPE 
                      18.825                       18.080 
[1] "4.7 - 74.4 (18.8)" "0.3 - 93.4 (18.1)"
                  TCGA-N5-A4RA                   TCGA-N5-A4RD 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N5-A4RF                   TCGA-N5-A4RJ 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N5-A4RM                   TCGA-N5-A4RN 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N5-A4RO                   TCGA-N5-A4RS 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N5-A4RT                   TCGA-N5-A4RU 
  "AMP PEAK 15(12Q12) MUTATED"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N5-A4RV                   TCGA-N5-A59E 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N5-A59F                   TCGA-N6-A4V9 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N6-A4VC                   TCGA-N6-A4VD 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N6-A4VE                   TCGA-N6-A4VF 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N6-A4VG                   TCGA-N7-A4Y0 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N7-A4Y5                   TCGA-N7-A4Y8 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N7-A59B                   TCGA-N8-A4PI 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N8-A4PL                   TCGA-N8-A4PM 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N8-A4PN                   TCGA-N8-A4PO 
  "AMP PEAK 15(12Q12) MUTATED"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N8-A4PP                   TCGA-N8-A4PQ 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N8-A56S                   TCGA-N9-A4PZ 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N9-A4Q1                   TCGA-N9-A4Q3 
  "AMP PEAK 15(12Q12) MUTATED"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N9-A4Q4                   TCGA-N9-A4Q7 
  "AMP PEAK 15(12Q12) MUTATED"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N9-A4Q8                   TCGA-NA-A4QV 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-NA-A4QW                   TCGA-NA-A4QX 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-NA-A4QY                   TCGA-NA-A4R0 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-NA-A4R1                   TCGA-NA-A5I1 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-ND-A4W6                   TCGA-ND-A4WA 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-ND-A4WC                   TCGA-ND-A4WF 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-NF-A4WU                   TCGA-NF-A4WX 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-NF-A4X2                   TCGA-NF-A5CP 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-NG-A4VU                   TCGA-NG-A4VW 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-QM-A5NM 
"AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N5-A4RA                   TCGA-N5-A4RD 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N5-A4RF                   TCGA-N5-A4RJ 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N5-A4RM                   TCGA-N5-A4RN 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N5-A4RO                   TCGA-N5-A4RS 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N5-A4RT                   TCGA-N5-A4RU 
  "AMP PEAK 15(12Q12) MUTATED"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N5-A4RV                   TCGA-N5-A59E 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N5-A59F                   TCGA-N6-A4V9 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N6-A4VC                   TCGA-N6-A4VD 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N6-A4VE                   TCGA-N6-A4VF 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N6-A4VG                   TCGA-N7-A4Y0 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N7-A4Y5                   TCGA-N7-A4Y8 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N7-A59B                   TCGA-N8-A4PI 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N8-A4PL                   TCGA-N8-A4PM 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N8-A4PN                   TCGA-N8-A4PO 
  "AMP PEAK 15(12Q12) MUTATED"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N8-A4PP                   TCGA-N8-A4PQ 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N8-A56S                   TCGA-N9-A4PZ 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N9-A4Q1                   TCGA-N9-A4Q3 
  "AMP PEAK 15(12Q12) MUTATED"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N9-A4Q4                   TCGA-N9-A4Q7 
  "AMP PEAK 15(12Q12) MUTATED"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N9-A4Q8                   TCGA-NA-A4QV 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-NA-A4QW                   TCGA-NA-A4QX 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-NA-A4QY                   TCGA-NA-A4R0 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-NA-A4R1                   TCGA-NA-A5I1 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-ND-A4W6                   TCGA-ND-A4WA 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-ND-A4WC                   TCGA-ND-A4WF 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-NF-A4WU                   TCGA-NF-A4WX 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-NF-A4X2                   TCGA-NF-A5CP 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-NG-A4VU                   TCGA-NG-A4VW 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-QM-A5NM 
"AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N5-A4RA                   TCGA-N5-A4RD 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N5-A4RF                   TCGA-N5-A4RJ 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N5-A4RM                   TCGA-N5-A4RN 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N5-A4RO                   TCGA-N5-A4RS 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N5-A4RT                   TCGA-N5-A4RU 
  "AMP PEAK 15(12Q12) MUTATED"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N5-A4RV                   TCGA-N5-A59E 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N5-A59F                   TCGA-N6-A4V9 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N6-A4VC                   TCGA-N6-A4VD 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N6-A4VE                   TCGA-N6-A4VF 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N6-A4VG                   TCGA-N7-A4Y0 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N7-A4Y5                   TCGA-N7-A4Y8 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N7-A59B                   TCGA-N8-A4PI 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N8-A4PL                   TCGA-N8-A4PM 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N8-A4PN                   TCGA-N8-A4PO 
  "AMP PEAK 15(12Q12) MUTATED"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N8-A4PP                   TCGA-N8-A4PQ 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N8-A56S                   TCGA-N9-A4PZ 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-N9-A4Q1                   TCGA-N9-A4Q3 
  "AMP PEAK 15(12Q12) MUTATED"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N9-A4Q4                   TCGA-N9-A4Q7 
  "AMP PEAK 15(12Q12) MUTATED"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-N9-A4Q8                   TCGA-NA-A4QV 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-NA-A4QW                   TCGA-NA-A4QX 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-NA-A4QY                   TCGA-NA-A4R0 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-NA-A4R1                   TCGA-NA-A5I1 
  "AMP PEAK 15(12Q12) MUTATED" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-ND-A4W6                   TCGA-ND-A4WA 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-ND-A4WC                   TCGA-ND-A4WF 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-NF-A4WU                   TCGA-NF-A4WX 
"AMP PEAK 15(12Q12) WILD-TYPE"   "AMP PEAK 15(12Q12) MUTATED" 
                  TCGA-NF-A4X2                   TCGA-NF-A5CP 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-NG-A4VU                   TCGA-NG-A4VW 
"AMP PEAK 15(12Q12) WILD-TYPE" "AMP PEAK 15(12Q12) WILD-TYPE" 
                  TCGA-QM-A5NM 
"AMP PEAK 15(12Q12) WILD-TYPE" 
[1] "hr=" "1.3"
D15V2, continuous

Clustering(16) Variable = AMP PEAK 16(12Q15) MUTATION ANALYSIS
D16V1, survival
                              sevent
clus2                           0  1
  AMP PEAK 16(12Q15) MUTATED    7 10
  AMP PEAK 16(12Q15) WILD-TYPE 15 23
  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                          17                           38 
  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                          10                           23 
$`AMP PEAK 16(12Q15) MUTATED`
TCGA-N5-A4RM TCGA-N5-A4RT TCGA-N5-A59E TCGA-N6-A4VE TCGA-N6-A4VG TCGA-N7-A4Y5 
        4.87        69.63        14.70         9.57        39.75         0.26 
TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-N9-A4Q4 
       13.74        27.25        15.48         9.70        67.17        35.80 
TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-ND-A4W6 TCGA-ND-A4WF TCGA-NF-A4WX 
       19.86        93.40        10.42         5.49        14.86 

$`AMP PEAK 16(12Q15) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RO 
       52.31         4.67        47.31        18.08        24.00        22.52 
TCGA-N5-A4RS TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC 
       29.95        50.17        59.70        11.87        17.42        19.63 
TCGA-N6-A4VD TCGA-N6-A4VF TCGA-N7-A4Y0 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI 
        3.68        17.16        25.35        12.43        13.38        26.63 
TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PQ TCGA-N9-A4PZ TCGA-N9-A4Q3 TCGA-N9-A4Q8 
       26.70        25.68        18.81        21.93        54.97        15.81 
TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 
       74.37        27.39         3.75        17.79         6.67        85.35 
TCGA-ND-A4WA TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU 
       23.47        15.16         9.80         2.66         5.49        14.53 
TCGA-NG-A4VW TCGA-QM-A5NM 
       31.20         5.42 

  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                        0.26                         2.66 
  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                       93.40                        85.35 
  AMP PEAK 16(12Q15) MUTATED AMP PEAK 16(12Q15) WILD-TYPE 
                       14.86                        19.22 
[1] "0.3 - 93.4 (14.9)" "2.7 - 85.3 (19.2)"
                  TCGA-N5-A4RA                   TCGA-N5-A4RD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RF                   TCGA-N5-A4RJ 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RM                   TCGA-N5-A4RN 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RO                   TCGA-N5-A4RS 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RT                   TCGA-N5-A4RU 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RV                   TCGA-N5-A59E 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-N5-A59F                   TCGA-N6-A4V9 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N6-A4VC                   TCGA-N6-A4VD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N6-A4VE                   TCGA-N6-A4VF 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N6-A4VG                   TCGA-N7-A4Y0 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N7-A4Y5                   TCGA-N7-A4Y8 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N7-A59B                   TCGA-N8-A4PI 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N8-A4PL                   TCGA-N8-A4PM 
  "AMP PEAK 16(12Q15) MUTATED"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-N8-A4PN                   TCGA-N8-A4PO 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N8-A4PP                   TCGA-N8-A4PQ 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N8-A56S                   TCGA-N9-A4PZ 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N9-A4Q1                   TCGA-N9-A4Q3 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N9-A4Q4                   TCGA-N9-A4Q7 
  "AMP PEAK 16(12Q15) MUTATED"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-N9-A4Q8                   TCGA-NA-A4QV 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-NA-A4QW                   TCGA-NA-A4QX 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-NA-A4QY                   TCGA-NA-A4R0 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-NA-A4R1                   TCGA-NA-A5I1 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ND-A4W6                   TCGA-ND-A4WA 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ND-A4WC                   TCGA-ND-A4WF 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-NF-A4WU                   TCGA-NF-A4WX 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-NF-A4X2                   TCGA-NF-A5CP 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-NG-A4VU                   TCGA-NG-A4VW 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-QM-A5NM 
"AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RA                   TCGA-N5-A4RD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RF                   TCGA-N5-A4RJ 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RM                   TCGA-N5-A4RN 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RO                   TCGA-N5-A4RS 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RT                   TCGA-N5-A4RU 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RV                   TCGA-N5-A59E 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-N5-A59F                   TCGA-N6-A4V9 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N6-A4VC                   TCGA-N6-A4VD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N6-A4VE                   TCGA-N6-A4VF 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N6-A4VG                   TCGA-N7-A4Y0 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N7-A4Y5                   TCGA-N7-A4Y8 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N7-A59B                   TCGA-N8-A4PI 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N8-A4PL                   TCGA-N8-A4PM 
  "AMP PEAK 16(12Q15) MUTATED"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-N8-A4PN                   TCGA-N8-A4PO 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N8-A4PP                   TCGA-N8-A4PQ 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N8-A56S                   TCGA-N9-A4PZ 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N9-A4Q1                   TCGA-N9-A4Q3 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N9-A4Q4                   TCGA-N9-A4Q7 
  "AMP PEAK 16(12Q15) MUTATED"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-N9-A4Q8                   TCGA-NA-A4QV 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-NA-A4QW                   TCGA-NA-A4QX 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-NA-A4QY                   TCGA-NA-A4R0 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-NA-A4R1                   TCGA-NA-A5I1 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ND-A4W6                   TCGA-ND-A4WA 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ND-A4WC                   TCGA-ND-A4WF 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-NF-A4WU                   TCGA-NF-A4WX 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-NF-A4X2                   TCGA-NF-A5CP 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-NG-A4VU                   TCGA-NG-A4VW 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-QM-A5NM 
"AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RA                   TCGA-N5-A4RD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RF                   TCGA-N5-A4RJ 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RM                   TCGA-N5-A4RN 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RO                   TCGA-N5-A4RS 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RT                   TCGA-N5-A4RU 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N5-A4RV                   TCGA-N5-A59E 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-N5-A59F                   TCGA-N6-A4V9 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N6-A4VC                   TCGA-N6-A4VD 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N6-A4VE                   TCGA-N6-A4VF 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N6-A4VG                   TCGA-N7-A4Y0 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N7-A4Y5                   TCGA-N7-A4Y8 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N7-A59B                   TCGA-N8-A4PI 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N8-A4PL                   TCGA-N8-A4PM 
  "AMP PEAK 16(12Q15) MUTATED"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-N8-A4PN                   TCGA-N8-A4PO 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N8-A4PP                   TCGA-N8-A4PQ 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N8-A56S                   TCGA-N9-A4PZ 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N9-A4Q1                   TCGA-N9-A4Q3 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-N9-A4Q4                   TCGA-N9-A4Q7 
  "AMP PEAK 16(12Q15) MUTATED"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-N9-A4Q8                   TCGA-NA-A4QV 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-NA-A4QW                   TCGA-NA-A4QX 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-NA-A4QY                   TCGA-NA-A4R0 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-NA-A4R1                   TCGA-NA-A5I1 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ND-A4W6                   TCGA-ND-A4WA 
  "AMP PEAK 16(12Q15) MUTATED" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-ND-A4WC                   TCGA-ND-A4WF 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-NF-A4WU                   TCGA-NF-A4WX 
"AMP PEAK 16(12Q15) WILD-TYPE"   "AMP PEAK 16(12Q15) MUTATED" 
                  TCGA-NF-A4X2                   TCGA-NF-A5CP 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-NG-A4VU                   TCGA-NG-A4VW 
"AMP PEAK 16(12Q15) WILD-TYPE" "AMP PEAK 16(12Q15) WILD-TYPE" 
                  TCGA-QM-A5NM 
"AMP PEAK 16(12Q15) WILD-TYPE" 
[1] "hr=" "1"  
D16V2, continuous

Clustering(17) Variable = AMP PEAK 17(13Q31.3) MUTATION ANALYSIS
D17V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 17(13Q31.3) MUTATED   11 14
  AMP PEAK 17(13Q31.3) WILD-TYPE 11 19
  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                            25                             30 
  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                            14                             19 
$`AMP PEAK 17(13Q31.3) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RV TCGA-N5-A59E 
        4.67        47.31        24.00        22.52        59.70        14.70 
TCGA-N5-A59F TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PN 
       11.87         0.26        12.43        13.74        27.25        26.70 
TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX 
       54.97        35.80        15.81        93.40        74.37        27.39 
TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-NF-A4WX TCGA-NF-A4X2 
        3.75        17.79        10.42        23.47        14.86         2.66 
TCGA-NG-A4VU 
       14.53 

$`AMP PEAK 17(13Q31.3) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU 
       52.31        18.08         4.87        29.95        69.63        50.17 
TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG 
       17.42        19.63         3.68         9.57        17.16        39.75 
TCGA-N7-A4Y0 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ 
       25.35        13.38        26.63        25.68        15.48        18.81 
TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q7 TCGA-NA-A4R1 TCGA-NA-A5I1 
        9.70        21.93        67.17        19.86         6.67        85.35 
TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A5CP TCGA-NG-A4VW TCGA-QM-A5NM 
       15.16         5.49         9.80         5.49        31.20         5.42 

  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                          0.26                           3.68 
  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                         93.40                          85.35 
  AMP PEAK 17(13Q31.3) MUTATED AMP PEAK 17(13Q31.3) WILD-TYPE 
                        17.790                         18.445 
[1] "0.3 - 93.4 (17.8)" "3.7 - 85.3 (18.4)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-QM-A5NM 
"AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-QM-A5NM 
"AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 17(13Q31.3) MUTATED"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 17(13Q31.3) WILD-TYPE" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 17(13Q31.3) WILD-TYPE"   "AMP PEAK 17(13Q31.3) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 17(13Q31.3) MUTATED" "AMP PEAK 17(13Q31.3) WILD-TYPE" 
                    TCGA-QM-A5NM 
"AMP PEAK 17(13Q31.3) WILD-TYPE" 
[1] "hr=" "1.1"
D17V2, continuous

Clustering(18) Variable = AMP PEAK 18(16P11.2) MUTATION ANALYSIS
D18V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 18(16P11.2) MUTATED    6 13
  AMP PEAK 18(16P11.2) WILD-TYPE 16 20
  AMP PEAK 18(16P11.2) MUTATED AMP PEAK 18(16P11.2) WILD-TYPE 
                            19                             36 
  AMP PEAK 18(16P11.2) MUTATED AMP PEAK 18(16P11.2) WILD-TYPE 
                            13                             20 
$`AMP PEAK 18(16P11.2) MUTATED`
TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RU TCGA-N5-A59E TCGA-N6-A4VC 
       18.08         4.87        24.00        50.17        14.70        19.63 
TCGA-N6-A4VG TCGA-N8-A4PN TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-NA-A4QW TCGA-NA-A4QX 
       39.75        26.70         9.70        67.17        74.37        27.39 
TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NG-A4VU 
        3.75        17.79         6.67         5.49        14.86        14.53 
TCGA-QM-A5NM 
        5.42 

$`AMP PEAK 18(16P11.2) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A4RT 
       52.31         4.67        47.31        22.52        29.95        69.63 
TCGA-N5-A4RV TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF 
       59.70        11.87        17.42         3.68         9.57        17.16 
TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL 
       25.35         0.26        12.43        13.38        26.63        13.74 
TCGA-N8-A4PM TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N9-A4PZ TCGA-N9-A4Q3 
       27.25        25.68        15.48        18.81        21.93        54.97 
TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A5I1 TCGA-ND-A4W6 
       35.80        19.86        15.81        93.40        85.35        10.42 
TCGA-ND-A4WA TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VW 
       23.47        15.16         9.80         2.66         5.49        31.20 

  AMP PEAK 18(16P11.2) MUTATED AMP PEAK 18(16P11.2) WILD-TYPE 
                          3.75                           0.26 
  AMP PEAK 18(16P11.2) MUTATED AMP PEAK 18(16P11.2) WILD-TYPE 
                         74.37                          93.40 
  AMP PEAK 18(16P11.2) MUTATED AMP PEAK 18(16P11.2) WILD-TYPE 
                        17.790                         19.335 
[1] "3.8 - 74.4 (17.8)" "0.3 - 93.4 (19.3)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 18(16P11.2) MUTATED"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 18(16P11.2) MUTATED"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 18(16P11.2) MUTATED"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 18(16P11.2) MUTATED"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 18(16P11.2) MUTATED"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 18(16P11.2) MUTATED"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 18(16P11.2) MUTATED"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 18(16P11.2) MUTATED"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 18(16P11.2) MUTATED"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 18(16P11.2) WILD-TYPE"   "AMP PEAK 18(16P11.2) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"AMP PEAK 18(16P11.2) WILD-TYPE" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 18(16P11.2) MUTATED" "AMP PEAK 18(16P11.2) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "AMP PEAK 18(16P11.2) MUTATED" 
[1] "hr=" "1.3"
D18V2, continuous

Clustering(19) Variable = AMP PEAK 19(17Q12) MUTATION ANALYSIS
D19V1, survival
                              sevent
clus2                           0  1
  AMP PEAK 19(17Q12) MUTATED   12 15
  AMP PEAK 19(17Q12) WILD-TYPE 10 18
  AMP PEAK 19(17Q12) MUTATED AMP PEAK 19(17Q12) WILD-TYPE 
                          27                           28 
  AMP PEAK 19(17Q12) MUTATED AMP PEAK 19(17Q12) WILD-TYPE 
                          15                           18 
$`AMP PEAK 19(17Q12) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RJ TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV 
       52.31         4.67        18.08        69.63        50.17        59.70 
TCGA-N6-A4VC TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N7-A4Y5 TCGA-N7-A59B TCGA-N8-A4PI 
       19.63         9.57        17.16         0.26        13.38        26.63 
TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N9-A4Q4 
       13.74        27.25        26.70        15.48        18.81        35.80 
TCGA-N9-A4Q7 TCGA-NA-A4QW TCGA-NA-A4QY TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 
       19.86        74.37         3.75         6.67        85.35        10.42 
TCGA-ND-A4WA TCGA-NF-A4WU TCGA-NF-A4WX 
       23.47         9.80        14.86 

$`AMP PEAK 19(17Q12) WILD-TYPE`
TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A59E 
       47.31         4.87        24.00        22.52        29.95        14.70 
TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VD TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N7-A4Y8 
       11.87        17.42         3.68        39.75        25.35        12.43 
TCGA-N8-A4PO TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q8 
       25.68         9.70        21.93        67.17        54.97        15.81 
TCGA-NA-A4QV TCGA-NA-A4QX TCGA-NA-A4R0 TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4X2 
       93.40        27.39        17.79        15.16         5.49         2.66 
TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW TCGA-QM-A5NM 
        5.49        14.53        31.20         5.42 

  AMP PEAK 19(17Q12) MUTATED AMP PEAK 19(17Q12) WILD-TYPE 
                        0.26                         2.66 
  AMP PEAK 19(17Q12) MUTATED AMP PEAK 19(17Q12) WILD-TYPE 
                       85.35                        93.40 
  AMP PEAK 19(17Q12) MUTATED AMP PEAK 19(17Q12) WILD-TYPE 
                      18.810                       17.605 
[1] "0.3 - 85.3 (18.8)" "2.7 - 93.4 (17.6)"
                  TCGA-N5-A4RA                   TCGA-N5-A4RD 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N5-A4RF                   TCGA-N5-A4RJ 
"AMP PEAK 19(17Q12) WILD-TYPE"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N5-A4RM                   TCGA-N5-A4RN 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N5-A4RO                   TCGA-N5-A4RS 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N5-A4RT                   TCGA-N5-A4RU 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N5-A4RV                   TCGA-N5-A59E 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N5-A59F                   TCGA-N6-A4V9 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N6-A4VC                   TCGA-N6-A4VD 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N6-A4VE                   TCGA-N6-A4VF 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N6-A4VG                   TCGA-N7-A4Y0 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N7-A4Y5                   TCGA-N7-A4Y8 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N7-A59B                   TCGA-N8-A4PI 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N8-A4PL                   TCGA-N8-A4PM 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N8-A4PN                   TCGA-N8-A4PO 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N8-A4PP                   TCGA-N8-A4PQ 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N8-A56S                   TCGA-N9-A4PZ 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N9-A4Q1                   TCGA-N9-A4Q3 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N9-A4Q4                   TCGA-N9-A4Q7 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N9-A4Q8                   TCGA-NA-A4QV 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NA-A4QW                   TCGA-NA-A4QX 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NA-A4QY                   TCGA-NA-A4R0 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NA-A4R1                   TCGA-NA-A5I1 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-ND-A4W6                   TCGA-ND-A4WA 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-ND-A4WC                   TCGA-ND-A4WF 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NF-A4WU                   TCGA-NF-A4WX 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-NF-A4X2                   TCGA-NF-A5CP 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NG-A4VU                   TCGA-NG-A4VW 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-QM-A5NM 
"AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N5-A4RA                   TCGA-N5-A4RD 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N5-A4RF                   TCGA-N5-A4RJ 
"AMP PEAK 19(17Q12) WILD-TYPE"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N5-A4RM                   TCGA-N5-A4RN 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N5-A4RO                   TCGA-N5-A4RS 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N5-A4RT                   TCGA-N5-A4RU 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N5-A4RV                   TCGA-N5-A59E 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N5-A59F                   TCGA-N6-A4V9 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N6-A4VC                   TCGA-N6-A4VD 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N6-A4VE                   TCGA-N6-A4VF 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N6-A4VG                   TCGA-N7-A4Y0 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N7-A4Y5                   TCGA-N7-A4Y8 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N7-A59B                   TCGA-N8-A4PI 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N8-A4PL                   TCGA-N8-A4PM 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N8-A4PN                   TCGA-N8-A4PO 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N8-A4PP                   TCGA-N8-A4PQ 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N8-A56S                   TCGA-N9-A4PZ 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N9-A4Q1                   TCGA-N9-A4Q3 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N9-A4Q4                   TCGA-N9-A4Q7 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N9-A4Q8                   TCGA-NA-A4QV 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NA-A4QW                   TCGA-NA-A4QX 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NA-A4QY                   TCGA-NA-A4R0 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NA-A4R1                   TCGA-NA-A5I1 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-ND-A4W6                   TCGA-ND-A4WA 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-ND-A4WC                   TCGA-ND-A4WF 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NF-A4WU                   TCGA-NF-A4WX 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-NF-A4X2                   TCGA-NF-A5CP 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NG-A4VU                   TCGA-NG-A4VW 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-QM-A5NM 
"AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N5-A4RA                   TCGA-N5-A4RD 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N5-A4RF                   TCGA-N5-A4RJ 
"AMP PEAK 19(17Q12) WILD-TYPE"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N5-A4RM                   TCGA-N5-A4RN 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N5-A4RO                   TCGA-N5-A4RS 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N5-A4RT                   TCGA-N5-A4RU 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N5-A4RV                   TCGA-N5-A59E 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N5-A59F                   TCGA-N6-A4V9 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N6-A4VC                   TCGA-N6-A4VD 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N6-A4VE                   TCGA-N6-A4VF 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N6-A4VG                   TCGA-N7-A4Y0 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N7-A4Y5                   TCGA-N7-A4Y8 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N7-A59B                   TCGA-N8-A4PI 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N8-A4PL                   TCGA-N8-A4PM 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N8-A4PN                   TCGA-N8-A4PO 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N8-A4PP                   TCGA-N8-A4PQ 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N8-A56S                   TCGA-N9-A4PZ 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N9-A4Q1                   TCGA-N9-A4Q3 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-N9-A4Q4                   TCGA-N9-A4Q7 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-N9-A4Q8                   TCGA-NA-A4QV 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NA-A4QW                   TCGA-NA-A4QX 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NA-A4QY                   TCGA-NA-A4R0 
  "AMP PEAK 19(17Q12) MUTATED" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NA-A4R1                   TCGA-NA-A5I1 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-ND-A4W6                   TCGA-ND-A4WA 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-ND-A4WC                   TCGA-ND-A4WF 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NF-A4WU                   TCGA-NF-A4WX 
  "AMP PEAK 19(17Q12) MUTATED"   "AMP PEAK 19(17Q12) MUTATED" 
                  TCGA-NF-A4X2                   TCGA-NF-A5CP 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-NG-A4VU                   TCGA-NG-A4VW 
"AMP PEAK 19(17Q12) WILD-TYPE" "AMP PEAK 19(17Q12) WILD-TYPE" 
                  TCGA-QM-A5NM 
"AMP PEAK 19(17Q12) WILD-TYPE" 
[1] "hr=" "1.3"
D19V2, continuous

Clustering(20) Variable = AMP PEAK 20(17Q25.1) MUTATION ANALYSIS
D20V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 20(17Q25.1) MUTATED   15 17
  AMP PEAK 20(17Q25.1) WILD-TYPE  7 16
  AMP PEAK 20(17Q25.1) MUTATED AMP PEAK 20(17Q25.1) WILD-TYPE 
                            32                             23 
  AMP PEAK 20(17Q25.1) MUTATED AMP PEAK 20(17Q25.1) WILD-TYPE 
                            17                             16 
$`AMP PEAK 20(17Q25.1) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RS TCGA-N5-A4RU 
        4.67        18.08         4.87        24.00        29.95        50.17 
TCGA-N5-A4RV TCGA-N6-A4V9 TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y5 
       59.70        17.42         9.57        17.16        39.75         0.26 
TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PQ 
       12.43        13.38        27.25        26.70        25.68        18.81 
TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QW 
       21.93        67.17        35.80        19.86        15.81        74.37 
TCGA-NA-A4QY TCGA-NA-A4R1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-NF-A4WU TCGA-NF-A4WX 
        3.75         6.67        10.42        23.47         9.80        14.86 
TCGA-NF-A4X2 TCGA-NG-A4VU 
        2.66        14.53 

$`AMP PEAK 20(17Q25.1) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RF TCGA-N5-A4RO TCGA-N5-A4RT TCGA-N5-A59E TCGA-N5-A59F 
       52.31        47.31        22.52        69.63        14.70        11.87 
TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N7-A4Y0 TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PP 
       19.63         3.68        25.35        26.63        13.74        15.48 
TCGA-N8-A56S TCGA-N9-A4Q3 TCGA-NA-A4QV TCGA-NA-A4QX TCGA-NA-A4R0 TCGA-NA-A5I1 
        9.70        54.97        93.40        27.39        17.79        85.35 
TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A5CP TCGA-NG-A4VW TCGA-QM-A5NM 
       15.16         5.49         5.49        31.20         5.42 

  AMP PEAK 20(17Q25.1) MUTATED AMP PEAK 20(17Q25.1) WILD-TYPE 
                          0.26                           3.68 
  AMP PEAK 20(17Q25.1) MUTATED AMP PEAK 20(17Q25.1) WILD-TYPE 
                         74.37                          93.40 
  AMP PEAK 20(17Q25.1) MUTATED AMP PEAK 20(17Q25.1) WILD-TYPE 
                         17.75                          19.63 
[1] "0.3 - 74.4 (17.8)" "3.7 - 93.4 (19.6)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 20(17Q25.1) WILD-TYPE" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 20(17Q25.1) WILD-TYPE" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 20(17Q25.1) WILD-TYPE" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 20(17Q25.1) WILD-TYPE" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 20(17Q25.1) WILD-TYPE" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 20(17Q25.1) WILD-TYPE"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 20(17Q25.1) WILD-TYPE" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "AMP PEAK 20(17Q25.1) MUTATED"   "AMP PEAK 20(17Q25.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 20(17Q25.1) MUTATED" "AMP PEAK 20(17Q25.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"AMP PEAK 20(17Q25.1) WILD-TYPE" 
[1] "hr=" "1.1"
D20V2, continuous

Clustering(21) Variable = AMP PEAK 21(19P13.2) MUTATION ANALYSIS
D21V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 21(19P13.2) MUTATED    9 10
  AMP PEAK 21(19P13.2) WILD-TYPE 13 23
  AMP PEAK 21(19P13.2) MUTATED AMP PEAK 21(19P13.2) WILD-TYPE 
                            19                             36 
  AMP PEAK 21(19P13.2) MUTATED AMP PEAK 21(19P13.2) WILD-TYPE 
                            10                             23 
$`AMP PEAK 21(19P13.2) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RV TCGA-N6-A4VC TCGA-N6-A4VE TCGA-N6-A4VG TCGA-N7-A4Y5 
       52.31        59.70        19.63         9.57        39.75         0.26 
TCGA-N7-A59B TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N9-A4PZ TCGA-N9-A4Q3 TCGA-N9-A4Q4 
       13.38        25.68        15.48        21.93        54.97        35.80 
TCGA-N9-A4Q8 TCGA-NA-A4QY TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU 
       15.81         3.75        14.86         2.66         5.49        14.53 
TCGA-QM-A5NM 
        5.42 

$`AMP PEAK 21(19P13.2) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO 
        4.67        47.31        18.08         4.87        24.00        22.52 
TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 
       29.95        69.63        50.17        14.70        11.87        17.42 
TCGA-N6-A4VD TCGA-N6-A4VF TCGA-N7-A4Y0 TCGA-N7-A4Y8 TCGA-N8-A4PI TCGA-N8-A4PL 
        3.68        17.16        25.35        12.43        26.63        13.74 
TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-N9-A4Q7 
       27.25        26.70        18.81         9.70        67.17        19.86 
TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 
       93.40        74.37        27.39        17.79         6.67        85.35 
TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NG-A4VW 
       10.42        23.47        15.16         5.49         9.80        31.20 

  AMP PEAK 21(19P13.2) MUTATED AMP PEAK 21(19P13.2) WILD-TYPE 
                          0.26                           3.68 
  AMP PEAK 21(19P13.2) MUTATED AMP PEAK 21(19P13.2) WILD-TYPE 
                          59.7                           93.4 
  AMP PEAK 21(19P13.2) MUTATED AMP PEAK 21(19P13.2) WILD-TYPE 
                        15.480                         19.335 
[1] "0.3 - 59.7 (15.5)" "3.7 - 93.4 (19.3)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 21(19P13.2) WILD-TYPE"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 21(19P13.2) WILD-TYPE"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 21(19P13.2) WILD-TYPE"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 21(19P13.2) WILD-TYPE"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 21(19P13.2) MUTATED"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 21(19P13.2) WILD-TYPE"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 21(19P13.2) WILD-TYPE"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 21(19P13.2) WILD-TYPE"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 21(19P13.2) WILD-TYPE"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 21(19P13.2) MUTATED"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 21(19P13.2) WILD-TYPE"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 21(19P13.2) WILD-TYPE"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"AMP PEAK 21(19P13.2) WILD-TYPE"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 21(19P13.2) WILD-TYPE" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 21(19P13.2) WILD-TYPE"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 21(19P13.2) MUTATED"   "AMP PEAK 21(19P13.2) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 21(19P13.2) MUTATED" "AMP PEAK 21(19P13.2) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "AMP PEAK 21(19P13.2) MUTATED" 
[1] "hr=" "1"  
D21V2, continuous

Clustering(22) Variable = AMP PEAK 22(19Q12) MUTATION ANALYSIS
D22V1, survival
                              sevent
clus2                           0  1
  AMP PEAK 22(19Q12) MUTATED   19 25
  AMP PEAK 22(19Q12) WILD-TYPE  3  8
  AMP PEAK 22(19Q12) MUTATED AMP PEAK 22(19Q12) WILD-TYPE 
                          44                           11 
  AMP PEAK 22(19Q12) MUTATED AMP PEAK 22(19Q12) WILD-TYPE 
                          25                            8 
$`AMP PEAK 22(19Q12) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RS 
       52.31        18.08         4.87        24.00        22.52        29.95 
TCGA-N5-A4RT TCGA-N5-A4RV TCGA-N5-A59E TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VE 
       69.63        59.70        14.70        17.42        19.63         9.57 
TCGA-N6-A4VG TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PL TCGA-N8-A4PM 
       39.75         0.26        12.43        13.38        13.74        27.25 
TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4PZ 
       26.70        25.68        15.48        18.81         9.70        21.93 
TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW 
       67.17        54.97        35.80        15.81        93.40        74.37 
TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 
       27.39         3.75        17.79         6.67        85.35        10.42 
TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP 
       23.47         5.49         9.80        14.86         2.66         5.49 
TCGA-NG-A4VU TCGA-QM-A5NM 
       14.53         5.42 

$`AMP PEAK 22(19Q12) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RU TCGA-N5-A59F TCGA-N6-A4VD TCGA-N6-A4VF 
        4.67        47.31        50.17        11.87         3.68        17.16 
TCGA-N7-A4Y0 TCGA-N8-A4PI TCGA-N9-A4Q7 TCGA-ND-A4WC TCGA-NG-A4VW 
       25.35        26.63        19.86        15.16        31.20 

  AMP PEAK 22(19Q12) MUTATED AMP PEAK 22(19Q12) WILD-TYPE 
                        0.26                         3.68 
  AMP PEAK 22(19Q12) MUTATED AMP PEAK 22(19Q12) WILD-TYPE 
                       93.40                        50.17 
  AMP PEAK 22(19Q12) MUTATED AMP PEAK 22(19Q12) WILD-TYPE 
                      17.935                       19.860 
[1] "0.3 - 93.4 (17.9)" "3.7 - 50.2 (19.9)"
                  TCGA-N5-A4RA                   TCGA-N5-A4RD 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N5-A4RF                   TCGA-N5-A4RJ 
"AMP PEAK 22(19Q12) WILD-TYPE"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A4RM                   TCGA-N5-A4RN 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A4RO                   TCGA-N5-A4RS 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A4RT                   TCGA-N5-A4RU 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N5-A4RV                   TCGA-N5-A59E 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A59F                   TCGA-N6-A4V9 
"AMP PEAK 22(19Q12) WILD-TYPE"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N6-A4VC                   TCGA-N6-A4VD 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N6-A4VE                   TCGA-N6-A4VF 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N6-A4VG                   TCGA-N7-A4Y0 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N7-A4Y5                   TCGA-N7-A4Y8 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N7-A59B                   TCGA-N8-A4PI 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N8-A4PL                   TCGA-N8-A4PM 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N8-A4PN                   TCGA-N8-A4PO 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N8-A4PP                   TCGA-N8-A4PQ 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N8-A56S                   TCGA-N9-A4PZ 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N9-A4Q1                   TCGA-N9-A4Q3 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N9-A4Q4                   TCGA-N9-A4Q7 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N9-A4Q8                   TCGA-NA-A4QV 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NA-A4QW                   TCGA-NA-A4QX 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NA-A4QY                   TCGA-NA-A4R0 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NA-A4R1                   TCGA-NA-A5I1 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-ND-A4W6                   TCGA-ND-A4WA 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-ND-A4WC                   TCGA-ND-A4WF 
"AMP PEAK 22(19Q12) WILD-TYPE"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NF-A4WU                   TCGA-NF-A4WX 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NF-A4X2                   TCGA-NF-A5CP 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NG-A4VU                   TCGA-NG-A4VW 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-QM-A5NM 
  "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A4RA                   TCGA-N5-A4RD 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N5-A4RF                   TCGA-N5-A4RJ 
"AMP PEAK 22(19Q12) WILD-TYPE"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A4RM                   TCGA-N5-A4RN 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A4RO                   TCGA-N5-A4RS 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A4RT                   TCGA-N5-A4RU 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N5-A4RV                   TCGA-N5-A59E 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A59F                   TCGA-N6-A4V9 
"AMP PEAK 22(19Q12) WILD-TYPE"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N6-A4VC                   TCGA-N6-A4VD 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N6-A4VE                   TCGA-N6-A4VF 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N6-A4VG                   TCGA-N7-A4Y0 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N7-A4Y5                   TCGA-N7-A4Y8 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N7-A59B                   TCGA-N8-A4PI 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N8-A4PL                   TCGA-N8-A4PM 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N8-A4PN                   TCGA-N8-A4PO 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N8-A4PP                   TCGA-N8-A4PQ 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N8-A56S                   TCGA-N9-A4PZ 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N9-A4Q1                   TCGA-N9-A4Q3 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N9-A4Q4                   TCGA-N9-A4Q7 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N9-A4Q8                   TCGA-NA-A4QV 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NA-A4QW                   TCGA-NA-A4QX 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NA-A4QY                   TCGA-NA-A4R0 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NA-A4R1                   TCGA-NA-A5I1 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-ND-A4W6                   TCGA-ND-A4WA 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-ND-A4WC                   TCGA-ND-A4WF 
"AMP PEAK 22(19Q12) WILD-TYPE"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NF-A4WU                   TCGA-NF-A4WX 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NF-A4X2                   TCGA-NF-A5CP 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NG-A4VU                   TCGA-NG-A4VW 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-QM-A5NM 
  "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A4RA                   TCGA-N5-A4RD 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N5-A4RF                   TCGA-N5-A4RJ 
"AMP PEAK 22(19Q12) WILD-TYPE"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A4RM                   TCGA-N5-A4RN 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A4RO                   TCGA-N5-A4RS 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A4RT                   TCGA-N5-A4RU 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N5-A4RV                   TCGA-N5-A59E 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N5-A59F                   TCGA-N6-A4V9 
"AMP PEAK 22(19Q12) WILD-TYPE"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N6-A4VC                   TCGA-N6-A4VD 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N6-A4VE                   TCGA-N6-A4VF 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N6-A4VG                   TCGA-N7-A4Y0 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N7-A4Y5                   TCGA-N7-A4Y8 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N7-A59B                   TCGA-N8-A4PI 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N8-A4PL                   TCGA-N8-A4PM 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N8-A4PN                   TCGA-N8-A4PO 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N8-A4PP                   TCGA-N8-A4PQ 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N8-A56S                   TCGA-N9-A4PZ 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N9-A4Q1                   TCGA-N9-A4Q3 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-N9-A4Q4                   TCGA-N9-A4Q7 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-N9-A4Q8                   TCGA-NA-A4QV 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NA-A4QW                   TCGA-NA-A4QX 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NA-A4QY                   TCGA-NA-A4R0 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NA-A4R1                   TCGA-NA-A5I1 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-ND-A4W6                   TCGA-ND-A4WA 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-ND-A4WC                   TCGA-ND-A4WF 
"AMP PEAK 22(19Q12) WILD-TYPE"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NF-A4WU                   TCGA-NF-A4WX 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NF-A4X2                   TCGA-NF-A5CP 
  "AMP PEAK 22(19Q12) MUTATED"   "AMP PEAK 22(19Q12) MUTATED" 
                  TCGA-NG-A4VU                   TCGA-NG-A4VW 
  "AMP PEAK 22(19Q12) MUTATED" "AMP PEAK 22(19Q12) WILD-TYPE" 
                  TCGA-QM-A5NM 
  "AMP PEAK 22(19Q12) MUTATED" 
[1] "hr=" "1.3"
D22V2, continuous

Clustering(23) Variable = AMP PEAK 23(20Q11.21) MUTATION ANALYSIS
D23V1, survival
                                 sevent
clus2                              0  1
  AMP PEAK 23(20Q11.21) MUTATED   19 29
  AMP PEAK 23(20Q11.21) WILD-TYPE  3  4
  AMP PEAK 23(20Q11.21) MUTATED AMP PEAK 23(20Q11.21) WILD-TYPE 
                             48                               7 
  AMP PEAK 23(20Q11.21) MUTATED AMP PEAK 23(20Q11.21) WILD-TYPE 
                             29                               4 
$`AMP PEAK 23(20Q11.21) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN 
       52.31         4.67        47.31        18.08         4.87        24.00 
TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59E 
       22.52        29.95        69.63        50.17        59.70        14.70 
TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y0 
       11.87        17.42         9.57        17.16        39.75        25.35 
TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PM 
        0.26        12.43        13.38        26.63        13.74        27.25 
TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 
       26.70        25.68        18.81         9.70        21.93        67.17 
TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW 
       54.97        35.80        19.86        15.81        93.40        74.37 
TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 
       27.39         3.75        17.79         6.67        85.35        10.42 
TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A5CP TCGA-NG-A4VU TCGA-QM-A5NM 
       23.47         5.49        14.86         5.49        14.53         5.42 

$`AMP PEAK 23(20Q11.21) WILD-TYPE`
TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N8-A4PP TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4X2 
       19.63         3.68        15.48        15.16         9.80         2.66 
TCGA-NG-A4VW 
       31.20 

  AMP PEAK 23(20Q11.21) MUTATED AMP PEAK 23(20Q11.21) WILD-TYPE 
                           0.26                            2.66 
  AMP PEAK 23(20Q11.21) MUTATED AMP PEAK 23(20Q11.21) WILD-TYPE 
                           93.4                            31.2 
  AMP PEAK 23(20Q11.21) MUTATED AMP PEAK 23(20Q11.21) WILD-TYPE 
                         19.335                          15.160 
[1] "0.3 - 93.4 (19.3)" "2.7 - 31.2 (15.2)"
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"AMP PEAK 23(20Q11.21) WILD-TYPE" "AMP PEAK 23(20Q11.21) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
"AMP PEAK 23(20Q11.21) WILD-TYPE"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"AMP PEAK 23(20Q11.21) WILD-TYPE"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"AMP PEAK 23(20Q11.21) WILD-TYPE"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"AMP PEAK 23(20Q11.21) WILD-TYPE"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "AMP PEAK 23(20Q11.21) MUTATED" "AMP PEAK 23(20Q11.21) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"AMP PEAK 23(20Q11.21) WILD-TYPE" "AMP PEAK 23(20Q11.21) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
"AMP PEAK 23(20Q11.21) WILD-TYPE"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"AMP PEAK 23(20Q11.21) WILD-TYPE"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"AMP PEAK 23(20Q11.21) WILD-TYPE"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"AMP PEAK 23(20Q11.21) WILD-TYPE"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "AMP PEAK 23(20Q11.21) MUTATED" "AMP PEAK 23(20Q11.21) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"AMP PEAK 23(20Q11.21) WILD-TYPE" "AMP PEAK 23(20Q11.21) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
"AMP PEAK 23(20Q11.21) WILD-TYPE"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
  "AMP PEAK 23(20Q11.21) MUTATED"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"AMP PEAK 23(20Q11.21) WILD-TYPE"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"AMP PEAK 23(20Q11.21) WILD-TYPE"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"AMP PEAK 23(20Q11.21) WILD-TYPE"   "AMP PEAK 23(20Q11.21) MUTATED" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "AMP PEAK 23(20Q11.21) MUTATED" "AMP PEAK 23(20Q11.21) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "AMP PEAK 23(20Q11.21) MUTATED" 
[1] "hr=" "1.6"
D23V2, continuous

Clustering(24) Variable = AMP PEAK 24(20Q11.21) MUTATION ANALYSIS
D24V1, survival
                                 sevent
clus2                              0  1
  AMP PEAK 24(20Q11.21) MUTATED   18 30
  AMP PEAK 24(20Q11.21) WILD-TYPE  4  3
  AMP PEAK 24(20Q11.21) MUTATED AMP PEAK 24(20Q11.21) WILD-TYPE 
                             48                               7 
  AMP PEAK 24(20Q11.21) MUTATED AMP PEAK 24(20Q11.21) WILD-TYPE 
                             30                               3 
$`AMP PEAK 24(20Q11.21) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN 
       52.31         4.67        47.31        18.08         4.87        24.00 
TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59E 
       22.52        29.95        69.63        50.17        59.70        14.70 
TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y0 
       11.87        17.42         9.57        17.16        39.75        25.35 
TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PM 
        0.26        12.43        13.38        26.63        13.74        27.25 
TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4PZ 
       26.70        25.68        15.48        18.81         9.70        21.93 
TCGA-N9-A4Q1 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW 
       67.17        35.80        19.86        15.81        93.40        74.37 
TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 
       27.39         3.75        17.79         6.67        85.35        10.42 
TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A5CP TCGA-NG-A4VU TCGA-QM-A5NM 
       23.47         5.49        14.86         5.49        14.53         5.42 

$`AMP PEAK 24(20Q11.21) WILD-TYPE`
TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N9-A4Q3 TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4X2 
       19.63         3.68        54.97        15.16         9.80         2.66 
TCGA-NG-A4VW 
       31.20 

  AMP PEAK 24(20Q11.21) MUTATED AMP PEAK 24(20Q11.21) WILD-TYPE 
                           0.26                            2.66 
  AMP PEAK 24(20Q11.21) MUTATED AMP PEAK 24(20Q11.21) WILD-TYPE 
                          93.40                           54.97 
  AMP PEAK 24(20Q11.21) MUTATED AMP PEAK 24(20Q11.21) WILD-TYPE 
                         18.445                          15.160 
[1] "0.3 - 93.4 (18.4)" "2.7 - 55.0 (15.2)"
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"AMP PEAK 24(20Q11.21) WILD-TYPE" "AMP PEAK 24(20Q11.21) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "AMP PEAK 24(20Q11.21) MUTATED" "AMP PEAK 24(20Q11.21) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"AMP PEAK 24(20Q11.21) WILD-TYPE"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"AMP PEAK 24(20Q11.21) WILD-TYPE"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"AMP PEAK 24(20Q11.21) WILD-TYPE"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "AMP PEAK 24(20Q11.21) MUTATED" "AMP PEAK 24(20Q11.21) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"AMP PEAK 24(20Q11.21) WILD-TYPE" "AMP PEAK 24(20Q11.21) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "AMP PEAK 24(20Q11.21) MUTATED" "AMP PEAK 24(20Q11.21) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"AMP PEAK 24(20Q11.21) WILD-TYPE"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"AMP PEAK 24(20Q11.21) WILD-TYPE"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"AMP PEAK 24(20Q11.21) WILD-TYPE"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "AMP PEAK 24(20Q11.21) MUTATED" "AMP PEAK 24(20Q11.21) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"AMP PEAK 24(20Q11.21) WILD-TYPE" "AMP PEAK 24(20Q11.21) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "AMP PEAK 24(20Q11.21) MUTATED" "AMP PEAK 24(20Q11.21) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
  "AMP PEAK 24(20Q11.21) MUTATED"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"AMP PEAK 24(20Q11.21) WILD-TYPE"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"AMP PEAK 24(20Q11.21) WILD-TYPE"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"AMP PEAK 24(20Q11.21) WILD-TYPE"   "AMP PEAK 24(20Q11.21) MUTATED" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "AMP PEAK 24(20Q11.21) MUTATED" "AMP PEAK 24(20Q11.21) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "AMP PEAK 24(20Q11.21) MUTATED" 
[1] "hr=" "1.2"
D24V2, continuous

Clustering(25) Variable = AMP PEAK 25(XP11.21) MUTATION ANALYSIS
D25V1, survival
                                sevent
clus2                             0  1
  AMP PEAK 25(XP11.21) MUTATED    9 18
  AMP PEAK 25(XP11.21) WILD-TYPE 13 15
  AMP PEAK 25(XP11.21) MUTATED AMP PEAK 25(XP11.21) WILD-TYPE 
                            27                             28 
  AMP PEAK 25(XP11.21) MUTATED AMP PEAK 25(XP11.21) WILD-TYPE 
                            18                             15 
$`AMP PEAK 25(XP11.21) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RS 
       52.31        18.08         4.87        24.00        22.52        29.95 
TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59E TCGA-N5-A59F TCGA-N7-A4Y0 
       69.63        50.17        59.70        14.70        11.87        25.35 
TCGA-N7-A4Y5 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q3 
        0.26        13.38        26.63        21.93        67.17        54.97 
TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4R0 TCGA-ND-A4W6 TCGA-NF-A4WX 
       15.81        93.40        74.37        17.79        10.42        14.86 
TCGA-NF-A4X2 TCGA-NG-A4VU TCGA-NG-A4VW 
        2.66        14.53        31.20 

$`AMP PEAK 25(XP11.21) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VE 
        4.67        47.31        17.42        19.63         3.68         9.57 
TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y8 TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PN 
       17.16        39.75        12.43        13.74        27.25        26.70 
TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4Q4 TCGA-N9-A4Q7 
       25.68        15.48        18.81         9.70        35.80        19.86 
TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4WA TCGA-ND-A4WC 
       27.39         3.75         6.67        85.35        23.47        15.16 
TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A5CP TCGA-QM-A5NM 
        5.49         9.80         5.49         5.42 

  AMP PEAK 25(XP11.21) MUTATED AMP PEAK 25(XP11.21) WILD-TYPE 
                          0.26                           3.68 
  AMP PEAK 25(XP11.21) MUTATED AMP PEAK 25(XP11.21) WILD-TYPE 
                         93.40                          85.35 
  AMP PEAK 25(XP11.21) MUTATED AMP PEAK 25(XP11.21) WILD-TYPE 
                         22.52                          16.32 
[1] "0.3 - 93.4 (22.5)" "3.7 - 85.3 (16.3)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-QM-A5NM 
"AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-QM-A5NM 
"AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"AMP PEAK 25(XP11.21) WILD-TYPE" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"AMP PEAK 25(XP11.21) WILD-TYPE"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "AMP PEAK 25(XP11.21) MUTATED" "AMP PEAK 25(XP11.21) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "AMP PEAK 25(XP11.21) MUTATED"   "AMP PEAK 25(XP11.21) MUTATED" 
                    TCGA-QM-A5NM 
"AMP PEAK 25(XP11.21) WILD-TYPE" 
[1] "hr=" "1.2"
D25V2, continuous

Clustering(26) Variable = DEL PEAK  1(1P36.21) MUTATION ANALYSIS
D26V1, survival
                                sevent
clus2                             0  1
  DEL PEAK  1(1P36.21) MUTATED    8 10
  DEL PEAK  1(1P36.21) WILD-TYPE 14 23
  DEL PEAK  1(1P36.21) MUTATED DEL PEAK  1(1P36.21) WILD-TYPE 
                            18                             37 
  DEL PEAK  1(1P36.21) MUTATED DEL PEAK  1(1P36.21) WILD-TYPE 
                            10                             23 
$`DEL PEAK  1(1P36.21) MUTATED`
TCGA-N5-A4RD TCGA-N5-A59E TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VE 
        4.67        14.70        17.42        19.63         3.68         9.57 
TCGA-N6-A4VG TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4PZ 
       39.75        25.68        15.48        18.81         9.70        21.93 
TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-NA-A5I1 TCGA-ND-A4WF TCGA-QM-A5NM 
       67.17        54.97        35.80        85.35         5.49         5.42 

$`DEL PEAK  1(1P36.21) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO 
       52.31        47.31        18.08         4.87        24.00        22.52 
TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59F TCGA-N6-A4VF 
       29.95        69.63        50.17        59.70        11.87        17.16 
TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL 
       25.35         0.26        12.43        13.38        26.63        13.74 
TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW 
       27.25        26.70        19.86        15.81        93.40        74.37 
TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-ND-A4W6 TCGA-ND-A4WA 
       27.39         3.75        17.79         6.67        10.42        23.47 
TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU 
       15.16         9.80        14.86         2.66         5.49        14.53 
TCGA-NG-A4VW 
       31.20 

  DEL PEAK  1(1P36.21) MUTATED DEL PEAK  1(1P36.21) WILD-TYPE 
                          3.68                           0.26 
  DEL PEAK  1(1P36.21) MUTATED DEL PEAK  1(1P36.21) WILD-TYPE 
                         85.35                          93.40 
  DEL PEAK  1(1P36.21) MUTATED DEL PEAK  1(1P36.21) WILD-TYPE 
                        18.115                         18.080 
[1] "3.7 - 85.3 (18.1)" "0.3 - 93.4 (18.1)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK  1(1P36.21) MUTATED"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK  1(1P36.21) MUTATED" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK  1(1P36.21) MUTATED" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK  1(1P36.21) MUTATED"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK  1(1P36.21) MUTATED"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK  1(1P36.21) MUTATED"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK  1(1P36.21) MUTATED" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK  1(1P36.21) MUTATED"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK  1(1P36.21) MUTATED" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK  1(1P36.21) MUTATED" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK  1(1P36.21) MUTATED"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK  1(1P36.21) MUTATED"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK  1(1P36.21) MUTATED"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK  1(1P36.21) MUTATED" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK  1(1P36.21) MUTATED"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK  1(1P36.21) MUTATED" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK  1(1P36.21) MUTATED" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK  1(1P36.21) MUTATED"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK  1(1P36.21) MUTATED"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK  1(1P36.21) MUTATED"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK  1(1P36.21) MUTATED" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK  1(1P36.21) WILD-TYPE"   "DEL PEAK  1(1P36.21) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK  1(1P36.21) WILD-TYPE" "DEL PEAK  1(1P36.21) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK  1(1P36.21) MUTATED" 
[1] "hr=" "1.1"
D26V2, continuous

Clustering(27) Variable = DEL PEAK  2(2Q22.1) MUTATION ANALYSIS
D27V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  2(2Q22.1) MUTATED    3  8
  DEL PEAK  2(2Q22.1) WILD-TYPE 19 25
  DEL PEAK  2(2Q22.1) MUTATED DEL PEAK  2(2Q22.1) WILD-TYPE 
                           11                            44 
  DEL PEAK  2(2Q22.1) MUTATED DEL PEAK  2(2Q22.1) WILD-TYPE 
                            8                            25 
$`DEL PEAK  2(2Q22.1) MUTATED`
TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N8-A4PI TCGA-N9-A4Q7 
       18.08         4.87         0.26        12.43        26.63        19.86 
TCGA-NA-A4QW TCGA-NA-A4QY TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4X2 
       74.37         3.75        23.47         5.49         2.66 

$`DEL PEAK  2(2Q22.1) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RS 
       52.31         4.67        47.31        24.00        22.52        29.95 
TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 
       69.63        50.17        59.70        14.70        11.87        17.42 
TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y0 
       19.63         3.68         9.57        17.16        39.75        25.35 
TCGA-N7-A59B TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PP 
       13.38        13.74        27.25        26.70        25.68        15.48 
TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 
       18.81         9.70        21.93        67.17        54.97        35.80 
TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QX TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 
       15.81        93.40        27.39        17.79         6.67        85.35 
TCGA-ND-A4W6 TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A5CP TCGA-NG-A4VU 
       10.42        15.16         9.80        14.86         5.49        14.53 
TCGA-NG-A4VW TCGA-QM-A5NM 
       31.20         5.42 

  DEL PEAK  2(2Q22.1) MUTATED DEL PEAK  2(2Q22.1) WILD-TYPE 
                         0.26                          3.68 
  DEL PEAK  2(2Q22.1) MUTATED DEL PEAK  2(2Q22.1) WILD-TYPE 
                        74.37                         93.40 
  DEL PEAK  2(2Q22.1) MUTATED DEL PEAK  2(2Q22.1) WILD-TYPE 
                        12.43                         19.22 
[1] "0.3 - 74.4 (12.4)" "3.7 - 93.4 (19.2)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  2(2Q22.1) MUTATED" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  2(2Q22.1) MUTATED"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK  2(2Q22.1) MUTATED" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  2(2Q22.1) MUTATED" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  2(2Q22.1) MUTATED" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  2(2Q22.1) MUTATED" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  2(2Q22.1) MUTATED"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK  2(2Q22.1) MUTATED" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  2(2Q22.1) MUTATED" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  2(2Q22.1) MUTATED" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  2(2Q22.1) MUTATED" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  2(2Q22.1) MUTATED"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK  2(2Q22.1) MUTATED" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  2(2Q22.1) MUTATED" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  2(2Q22.1) WILD-TYPE"   "DEL PEAK  2(2Q22.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  2(2Q22.1) MUTATED" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
"DEL PEAK  2(2Q22.1) WILD-TYPE" "DEL PEAK  2(2Q22.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK  2(2Q22.1) WILD-TYPE" 
[1] "hr=" "2"  
D27V2, continuous

Clustering(28) Variable = DEL PEAK  3(3P21.1) MUTATION ANALYSIS
D28V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  3(3P21.1) MUTATED   16 21
  DEL PEAK  3(3P21.1) WILD-TYPE  6 12
  DEL PEAK  3(3P21.1) MUTATED DEL PEAK  3(3P21.1) WILD-TYPE 
                           37                            18 
  DEL PEAK  3(3P21.1) MUTATED DEL PEAK  3(3P21.1) WILD-TYPE 
                           21                            12 
$`DEL PEAK  3(3P21.1) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RO TCGA-N5-A4RS 
       52.31         4.67        47.31         4.87        22.52        29.95 
TCGA-N5-A4RT TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VE 
       69.63        14.70        11.87        17.42        19.63         9.57 
TCGA-N6-A4VG TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL 
       39.75         0.26        12.43        13.38        26.63        13.74 
TCGA-N8-A4PM TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-N9-A4Q3 
       27.25        25.68        15.48         9.70        67.17        54.97 
TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY 
       35.80        19.86        93.40        74.37        27.39         3.75 
TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU 
        5.49         9.80        14.86         2.66         5.49        14.53 
TCGA-QM-A5NM 
        5.42 

$`DEL PEAK  3(3P21.1) WILD-TYPE`
TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N6-A4VD TCGA-N6-A4VF 
       18.08        24.00        50.17        59.70         3.68        17.16 
TCGA-N7-A4Y0 TCGA-N8-A4PN TCGA-N8-A4PQ TCGA-N9-A4PZ TCGA-N9-A4Q8 TCGA-NA-A4R0 
       25.35        26.70        18.81        21.93        15.81        17.79 
TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-NG-A4VW 
        6.67        85.35        10.42        23.47        15.16        31.20 

  DEL PEAK  3(3P21.1) MUTATED DEL PEAK  3(3P21.1) WILD-TYPE 
                         0.26                          3.68 
  DEL PEAK  3(3P21.1) MUTATED DEL PEAK  3(3P21.1) WILD-TYPE 
                        93.40                         85.35 
  DEL PEAK  3(3P21.1) MUTATED DEL PEAK  3(3P21.1) WILD-TYPE 
                        15.48                         20.37 
[1] "0.3 - 93.4 (15.5)" "3.7 - 85.3 (20.4)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  3(3P21.1) WILD-TYPE"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  3(3P21.1) WILD-TYPE"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  3(3P21.1) WILD-TYPE"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK  3(3P21.1) WILD-TYPE" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"DEL PEAK  3(3P21.1) WILD-TYPE" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  3(3P21.1) WILD-TYPE"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  3(3P21.1) WILD-TYPE"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  3(3P21.1) WILD-TYPE"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  3(3P21.1) WILD-TYPE"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK  3(3P21.1) WILD-TYPE" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"DEL PEAK  3(3P21.1) WILD-TYPE" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  3(3P21.1) WILD-TYPE"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  3(3P21.1) WILD-TYPE"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  3(3P21.1) WILD-TYPE"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  3(3P21.1) WILD-TYPE"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK  3(3P21.1) WILD-TYPE" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"DEL PEAK  3(3P21.1) WILD-TYPE" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  3(3P21.1) WILD-TYPE"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  3(3P21.1) MUTATED"   "DEL PEAK  3(3P21.1) MUTATED" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  3(3P21.1) MUTATED" "DEL PEAK  3(3P21.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK  3(3P21.1) MUTATED" 
[1] "hr=" "1.1"
D28V2, continuous

Clustering(29) Variable = DEL PEAK  4(3P14.1) MUTATION ANALYSIS
D29V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  4(3P14.1) MUTATED   13 17
  DEL PEAK  4(3P14.1) WILD-TYPE  9 16
  DEL PEAK  4(3P14.1) MUTATED DEL PEAK  4(3P14.1) WILD-TYPE 
                           30                            25 
  DEL PEAK  4(3P14.1) MUTATED DEL PEAK  4(3P14.1) WILD-TYPE 
                           17                            16 
$`DEL PEAK  4(3P14.1) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A59F 
        4.67        47.31         4.87        29.95        69.63        11.87 
TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VG TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N8-A4PI 
       17.42        19.63        39.75         0.26        12.43        26.63 
TCGA-N8-A4PL TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 
       13.74        25.68        15.48         9.70        21.93        67.17 
TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-NA-A4QX TCGA-NA-A4QY 
       54.97        35.80        19.86        93.40        27.39         3.75 
TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NG-A4VU TCGA-QM-A5NM 
        5.49         9.80        14.86         2.66        14.53         5.42 

$`DEL PEAK  4(3P14.1) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RU TCGA-N5-A4RV 
       52.31        18.08        24.00        22.52        50.17        59.70 
TCGA-N5-A59E TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N7-A4Y0 TCGA-N7-A59B 
       14.70         3.68         9.57        17.16        25.35        13.38 
TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PQ TCGA-N9-A4Q8 TCGA-NA-A4QW TCGA-NA-A4R0 
       27.25        26.70        18.81        15.81        74.37        17.79 
TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-NF-A5CP 
        6.67        85.35        10.42        23.47        15.16         5.49 
TCGA-NG-A4VW 
       31.20 

  DEL PEAK  4(3P14.1) MUTATED DEL PEAK  4(3P14.1) WILD-TYPE 
                         0.26                          3.68 
  DEL PEAK  4(3P14.1) MUTATED DEL PEAK  4(3P14.1) WILD-TYPE 
                        93.40                         85.35 
  DEL PEAK  4(3P14.1) MUTATED DEL PEAK  4(3P14.1) WILD-TYPE 
                        16.45                         18.81 
[1] "0.3 - 93.4 (16.5)" "3.7 - 85.3 (18.8)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  4(3P14.1) WILD-TYPE" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK  4(3P14.1) WILD-TYPE" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK  4(3P14.1) WILD-TYPE" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"DEL PEAK  4(3P14.1) WILD-TYPE" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  4(3P14.1) WILD-TYPE" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK  4(3P14.1) WILD-TYPE" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK  4(3P14.1) WILD-TYPE" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"DEL PEAK  4(3P14.1) WILD-TYPE" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  4(3P14.1) WILD-TYPE" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK  4(3P14.1) WILD-TYPE" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK  4(3P14.1) WILD-TYPE" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"DEL PEAK  4(3P14.1) WILD-TYPE" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  4(3P14.1) WILD-TYPE"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
  "DEL PEAK  4(3P14.1) MUTATED"   "DEL PEAK  4(3P14.1) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  4(3P14.1) MUTATED" "DEL PEAK  4(3P14.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK  4(3P14.1) MUTATED" 
[1] "hr=" "1"  
D29V2, continuous

Clustering(30) Variable = DEL PEAK  5(3Q13.31) MUTATION ANALYSIS
D30V1, survival
                                sevent
clus2                             0  1
  DEL PEAK  5(3Q13.31) MUTATED    7 12
  DEL PEAK  5(3Q13.31) WILD-TYPE 15 21
  DEL PEAK  5(3Q13.31) MUTATED DEL PEAK  5(3Q13.31) WILD-TYPE 
                            19                             36 
  DEL PEAK  5(3Q13.31) MUTATED DEL PEAK  5(3Q13.31) WILD-TYPE 
                            12                             21 
$`DEL PEAK  5(3Q13.31) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A59F 
        4.67        47.31         4.87        69.63        50.17        11.87 
TCGA-N7-A4Y8 TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PO TCGA-N8-A56S 
       12.43        26.63        13.74        27.25        25.68         9.70 
TCGA-N9-A4Q7 TCGA-NA-A4QW TCGA-NA-A4QY TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A5CP 
       19.86        74.37         3.75         5.49         9.80         5.49 
TCGA-NG-A4VU 
       14.53 

$`DEL PEAK  5(3Q13.31) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A4RV 
       52.31        18.08        24.00        22.52        29.95        59.70 
TCGA-N5-A59E TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF 
       14.70        17.42        19.63         3.68         9.57        17.16 
TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A59B TCGA-N8-A4PN TCGA-N8-A4PP 
       39.75        25.35         0.26        13.38        26.70        15.48 
TCGA-N8-A4PQ TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q8 
       18.81        21.93        67.17        54.97        35.80        15.81 
TCGA-NA-A4QV TCGA-NA-A4QX TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 
       93.40        27.39        17.79         6.67        85.35        10.42 
TCGA-ND-A4WA TCGA-ND-A4WC TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NG-A4VW TCGA-QM-A5NM 
       23.47        15.16        14.86         2.66        31.20         5.42 

  DEL PEAK  5(3Q13.31) MUTATED DEL PEAK  5(3Q13.31) WILD-TYPE 
                          3.75                           0.26 
  DEL PEAK  5(3Q13.31) MUTATED DEL PEAK  5(3Q13.31) WILD-TYPE 
                         74.37                          93.40 
  DEL PEAK  5(3Q13.31) MUTATED DEL PEAK  5(3Q13.31) WILD-TYPE 
                         13.74                          19.22 
[1] "3.8 - 74.4 (13.7)" "0.3 - 93.4 (19.2)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK  5(3Q13.31) MUTATED"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK  5(3Q13.31) MUTATED"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK  5(3Q13.31) MUTATED"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK  5(3Q13.31) MUTATED"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK  5(3Q13.31) MUTATED"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK  5(3Q13.31) MUTATED"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK  5(3Q13.31) WILD-TYPE" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK  5(3Q13.31) WILD-TYPE"   "DEL PEAK  5(3Q13.31) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK  5(3Q13.31) MUTATED" "DEL PEAK  5(3Q13.31) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK  5(3Q13.31) WILD-TYPE" 
[1] "hr=" "1.3"
D30V2, continuous

Clustering(31) Variable = DEL PEAK  6(4Q22.1) MUTATION ANALYSIS
D31V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  6(4Q22.1) MUTATED   14 22
  DEL PEAK  6(4Q22.1) WILD-TYPE  8 11
  DEL PEAK  6(4Q22.1) MUTATED DEL PEAK  6(4Q22.1) WILD-TYPE 
                           36                            19 
  DEL PEAK  6(4Q22.1) MUTATED DEL PEAK  6(4Q22.1) WILD-TYPE 
                           22                            11 
$`DEL PEAK  6(4Q22.1) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN 
       52.31         4.67        47.31        18.08         4.87        24.00 
TCGA-N5-A4RO TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC 
       22.52        50.17        59.70        11.87        17.42        19.63 
TCGA-N6-A4VE TCGA-N6-A4VG TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N8-A4PL TCGA-N8-A4PO 
        9.57        39.75         0.26        12.43        13.74        25.68 
TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q4 
       15.48        18.81         9.70        21.93        67.17        35.80 
TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A5I1 TCGA-ND-A4W6 
       93.40        74.37        27.39         3.75        85.35        10.42 
TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NG-A4VU TCGA-QM-A5NM 
       23.47         5.49        14.86         2.66        14.53         5.42 

$`DEL PEAK  6(4Q22.1) WILD-TYPE`
TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A59E TCGA-N6-A4VD TCGA-N6-A4VF TCGA-N7-A4Y0 
       29.95        69.63        14.70         3.68        17.16        25.35 
TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N9-A4Q3 TCGA-N9-A4Q7 
       13.38        26.63        27.25        26.70        54.97        19.86 
TCGA-N9-A4Q8 TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A5CP 
       15.81        17.79         6.67        15.16         9.80         5.49 
TCGA-NG-A4VW 
       31.20 

  DEL PEAK  6(4Q22.1) MUTATED DEL PEAK  6(4Q22.1) WILD-TYPE 
                         0.26                          3.68 
  DEL PEAK  6(4Q22.1) MUTATED DEL PEAK  6(4Q22.1) WILD-TYPE 
                        93.40                         69.63 
  DEL PEAK  6(4Q22.1) MUTATED DEL PEAK  6(4Q22.1) WILD-TYPE 
                       18.445                        17.790 
[1] "0.3 - 93.4 (18.4)" "3.7 - 69.6 (17.8)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK  6(4Q22.1) WILD-TYPE" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK  6(4Q22.1) WILD-TYPE" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK  6(4Q22.1) WILD-TYPE" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK  6(4Q22.1) MUTATED"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK  6(4Q22.1) WILD-TYPE"   "DEL PEAK  6(4Q22.1) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  6(4Q22.1) MUTATED" "DEL PEAK  6(4Q22.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK  6(4Q22.1) MUTATED" 
[1] "hr=" "1"  
D31V2, continuous

Clustering(32) Variable = DEL PEAK  7(4Q34.3) MUTATION ANALYSIS
D32V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  7(4Q34.3) MUTATED   12 24
  DEL PEAK  7(4Q34.3) WILD-TYPE 10  9
  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                           36                            19 
  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                           24                             9 
$`DEL PEAK  7(4Q34.3) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RO 
       52.31         4.67        47.31        18.08         4.87        22.52 
TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC 
       69.63        50.17        14.70        11.87        17.42        19.63 
TCGA-N6-A4VE TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N8-A4PL TCGA-N8-A4PO TCGA-N8-A4PP 
        9.57         0.26        12.43        13.74        25.68        15.48 
TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 
       18.81         9.70        21.93        67.17        54.97        35.80 
TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R1 TCGA-NA-A5I1 
       93.40        74.37        27.39         3.75         6.67        85.35 
TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NG-A4VU TCGA-QM-A5NM 
       10.42        23.47         5.49        14.86        14.53         5.42 

$`DEL PEAK  7(4Q34.3) WILD-TYPE`
TCGA-N5-A4RN TCGA-N5-A4RS TCGA-N5-A4RV TCGA-N6-A4VD TCGA-N6-A4VF TCGA-N6-A4VG 
       24.00        29.95        59.70         3.68        17.16        39.75 
TCGA-N7-A4Y0 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N9-A4Q7 
       25.35        13.38        26.63        27.25        26.70        19.86 
TCGA-N9-A4Q8 TCGA-NA-A4R0 TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4X2 TCGA-NF-A5CP 
       15.81        17.79        15.16         9.80         2.66         5.49 
TCGA-NG-A4VW 
       31.20 

  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                         0.26                          2.66 
  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                         93.4                          59.7 
  DEL PEAK  7(4Q34.3) MUTATED DEL PEAK  7(4Q34.3) WILD-TYPE 
                        17.75                         19.86 
[1] "0.3 - 93.4 (17.8)" "2.7 - 59.7 (19.9)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK  7(4Q34.3) MUTATED"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK  7(4Q34.3) WILD-TYPE"   "DEL PEAK  7(4Q34.3) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"DEL PEAK  7(4Q34.3) WILD-TYPE" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  7(4Q34.3) MUTATED" "DEL PEAK  7(4Q34.3) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK  7(4Q34.3) MUTATED" 
[1] "hr=" "1.3"
D32V2, continuous

Clustering(33) Variable = DEL PEAK  8(5Q11.2) MUTATION ANALYSIS
D33V1, survival
                               sevent
clus2                            0  1
  DEL PEAK  8(5Q11.2) MUTATED   12 14
  DEL PEAK  8(5Q11.2) WILD-TYPE 10 19
  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                           26                            29 
  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                           14                            19 
$`DEL PEAK  8(5Q11.2) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RN TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A59E TCGA-N6-A4VC 
       52.31        24.00        69.63        50.17        14.70        19.63 
TCGA-N6-A4VG TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PL TCGA-N8-A4PM 
       39.75         0.26        12.43        13.38        13.74        27.25 
TCGA-N8-A4PO TCGA-N8-A4PQ TCGA-N9-A4Q1 TCGA-N9-A4Q4 TCGA-N9-A4Q8 TCGA-NA-A4R0 
       25.68        18.81        67.17        35.80        15.81        17.79 
TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4WX 
        6.67        85.35        23.47         5.49         9.80        14.86 
TCGA-NF-A4X2 TCGA-NG-A4VU 
        2.66        14.53 

$`DEL PEAK  8(5Q11.2) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RO TCGA-N5-A4RS 
        4.67        47.31        18.08         4.87        22.52        29.95 
TCGA-N5-A4RV TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF 
       59.70        11.87        17.42         3.68         9.57        17.16 
TCGA-N7-A4Y0 TCGA-N8-A4PI TCGA-N8-A4PN TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4PZ 
       25.35        26.63        26.70        15.48         9.70        21.93 
TCGA-N9-A4Q3 TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY 
       54.97        19.86        93.40        74.37        27.39         3.75 
TCGA-ND-A4W6 TCGA-ND-A4WC TCGA-NF-A5CP TCGA-NG-A4VW TCGA-QM-A5NM 
       10.42        15.16         5.49        31.20         5.42 

  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                         0.26                          3.68 
  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                        85.35                         93.40 
  DEL PEAK  8(5Q11.2) MUTATED DEL PEAK  8(5Q11.2) WILD-TYPE 
                        18.30                         18.08 
[1] "0.3 - 85.3 (18.3)" "3.7 - 93.4 (18.1)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"DEL PEAK  8(5Q11.2) WILD-TYPE" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK  8(5Q11.2) WILD-TYPE"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
  "DEL PEAK  8(5Q11.2) MUTATED"   "DEL PEAK  8(5Q11.2) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK  8(5Q11.2) MUTATED" "DEL PEAK  8(5Q11.2) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK  8(5Q11.2) WILD-TYPE" 
[1] "hr=" "1.3"
D33V2, continuous

Clustering(34) Variable = DEL PEAK  9(6Q26) MUTATION ANALYSIS
D34V1, survival
                             sevent
clus2                          0  1
  DEL PEAK  9(6Q26) MUTATED    3  6
  DEL PEAK  9(6Q26) WILD-TYPE 19 27
  DEL PEAK  9(6Q26) MUTATED DEL PEAK  9(6Q26) WILD-TYPE 
                          9                          46 
  DEL PEAK  9(6Q26) MUTATED DEL PEAK  9(6Q26) WILD-TYPE 
                          6                          27 
$`DEL PEAK  9(6Q26) MUTATED`
TCGA-N5-A4RM TCGA-N5-A4RO TCGA-N5-A4RT TCGA-N5-A59F TCGA-N6-A4VG TCGA-N8-A4PL 
        4.87        22.52        69.63        11.87        39.75        13.74 
TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-NA-A4QY 
       15.48        18.81         3.75 

$`DEL PEAK  9(6Q26) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RS 
       52.31         4.67        47.31        18.08        24.00        29.95 
TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59E TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD 
       50.17        59.70        14.70        17.42        19.63         3.68 
TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B 
        9.57        17.16        25.35         0.26        12.43        13.38 
TCGA-N8-A4PI TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A56S TCGA-N9-A4PZ 
       26.63        27.25        26.70        25.68         9.70        21.93 
TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV 
       67.17        54.97        35.80        19.86        15.81        93.40 
TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 
       74.37        27.39        17.79         6.67        85.35        10.42 
TCGA-ND-A4WA TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 
       23.47        15.16         5.49         9.80        14.86         2.66 
TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW TCGA-QM-A5NM 
        5.49        14.53        31.20         5.42 

  DEL PEAK  9(6Q26) MUTATED DEL PEAK  9(6Q26) WILD-TYPE 
                       3.75                        0.26 
  DEL PEAK  9(6Q26) MUTATED DEL PEAK  9(6Q26) WILD-TYPE 
                      69.63                       93.40 
  DEL PEAK  9(6Q26) MUTATED DEL PEAK  9(6Q26) WILD-TYPE 
                     15.480                      18.855 
[1] "3.8 - 69.6 (15.5)" "0.3 - 93.4 (18.9)"
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "DEL PEAK  9(6Q26) MUTATED"   "DEL PEAK  9(6Q26) MUTATED" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-QM-A5NM 
"DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "DEL PEAK  9(6Q26) MUTATED"   "DEL PEAK  9(6Q26) MUTATED" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-QM-A5NM 
"DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "DEL PEAK  9(6Q26) MUTATED"   "DEL PEAK  9(6Q26) MUTATED" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "DEL PEAK  9(6Q26) MUTATED" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
"DEL PEAK  9(6Q26) WILD-TYPE" "DEL PEAK  9(6Q26) WILD-TYPE" 
                 TCGA-QM-A5NM 
"DEL PEAK  9(6Q26) WILD-TYPE" 
[1] "hr=" "1.3"
D34V2, continuous

Clustering(35) Variable = DEL PEAK 10(7Q11.22) MUTATION ANALYSIS
D35V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 10(7Q11.22) MUTATED    4  8
  DEL PEAK 10(7Q11.22) WILD-TYPE 18 25
  DEL PEAK 10(7Q11.22) MUTATED DEL PEAK 10(7Q11.22) WILD-TYPE 
                            12                             43 
  DEL PEAK 10(7Q11.22) MUTATED DEL PEAK 10(7Q11.22) WILD-TYPE 
                             8                             25 
$`DEL PEAK 10(7Q11.22) MUTATED`
TCGA-N5-A4RJ TCGA-N5-A4RU TCGA-N5-A59F TCGA-N6-A4VC TCGA-N6-A4VE TCGA-N7-A4Y5 
       18.08        50.17        11.87        19.63         9.57         0.26 
TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PQ TCGA-N9-A4Q8 TCGA-ND-A4W6 TCGA-NF-A4WU 
       27.25        26.70        18.81        15.81        10.42         9.80 

$`DEL PEAK 10(7Q11.22) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO 
       52.31         4.67        47.31         4.87        24.00        22.52 
TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RV TCGA-N5-A59E TCGA-N6-A4V9 TCGA-N6-A4VD 
       29.95        69.63        59.70        14.70        17.42         3.68 
TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI 
       17.16        39.75        25.35        12.43        13.38        26.63 
TCGA-N8-A4PL TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 
       13.74        25.68        15.48         9.70        21.93        67.17 
TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX 
       54.97        35.80        19.86        93.40        74.37        27.39 
TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4WA TCGA-ND-A4WC 
        3.75        17.79         6.67        85.35        23.47        15.16 
TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW 
        5.49        14.86         2.66         5.49        14.53        31.20 
TCGA-QM-A5NM 
        5.42 

  DEL PEAK 10(7Q11.22) MUTATED DEL PEAK 10(7Q11.22) WILD-TYPE 
                          0.26                           2.66 
  DEL PEAK 10(7Q11.22) MUTATED DEL PEAK 10(7Q11.22) WILD-TYPE 
                         50.17                          93.40 
  DEL PEAK 10(7Q11.22) MUTATED DEL PEAK 10(7Q11.22) WILD-TYPE 
                        16.945                         19.860 
[1] "0.3 - 50.2 (16.9)" "2.7 - 93.4 (19.9)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 10(7Q11.22) WILD-TYPE"   "DEL PEAK 10(7Q11.22) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 10(7Q11.22) WILD-TYPE"   "DEL PEAK 10(7Q11.22) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 10(7Q11.22) WILD-TYPE"   "DEL PEAK 10(7Q11.22) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 10(7Q11.22) WILD-TYPE"   "DEL PEAK 10(7Q11.22) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 10(7Q11.22) WILD-TYPE"   "DEL PEAK 10(7Q11.22) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 10(7Q11.22) WILD-TYPE"   "DEL PEAK 10(7Q11.22) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 10(7Q11.22) WILD-TYPE"   "DEL PEAK 10(7Q11.22) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 10(7Q11.22) WILD-TYPE"   "DEL PEAK 10(7Q11.22) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 10(7Q11.22) WILD-TYPE"   "DEL PEAK 10(7Q11.22) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 10(7Q11.22) WILD-TYPE"   "DEL PEAK 10(7Q11.22) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 10(7Q11.22) WILD-TYPE"   "DEL PEAK 10(7Q11.22) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 10(7Q11.22) WILD-TYPE"   "DEL PEAK 10(7Q11.22) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 10(7Q11.22) MUTATED" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 10(7Q11.22) WILD-TYPE" "DEL PEAK 10(7Q11.22) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 10(7Q11.22) WILD-TYPE" 
[1] "hr=" "1.6"
D35V2, continuous

Clustering(36) Variable = DEL PEAK 11(7Q36.2) MUTATION ANALYSIS
D36V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 11(7Q36.2) MUTATED   10 10
  DEL PEAK 11(7Q36.2) WILD-TYPE 12 23
  DEL PEAK 11(7Q36.2) MUTATED DEL PEAK 11(7Q36.2) WILD-TYPE 
                           20                            35 
  DEL PEAK 11(7Q36.2) MUTATED DEL PEAK 11(7Q36.2) WILD-TYPE 
                           10                            23 
$`DEL PEAK 11(7Q36.2) MUTATED`
TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4VC 
       69.63        50.17        59.70        14.70        11.87        19.63 
TCGA-N6-A4VE TCGA-N7-A4Y5 TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PQ 
        9.57         0.26        27.25        26.70        25.68        18.81 
TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q8 TCGA-NA-A4QW TCGA-NA-A5I1 TCGA-ND-A4W6 
       67.17        54.97        15.81        74.37        85.35        10.42 
TCGA-NF-A4WU TCGA-NG-A4VU 
        9.80        14.53 

$`DEL PEAK 11(7Q36.2) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN 
       52.31         4.67        47.31        18.08         4.87        24.00 
TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N6-A4V9 TCGA-N6-A4VD TCGA-N6-A4VF TCGA-N6-A4VG 
       22.52        29.95        17.42         3.68        17.16        39.75 
TCGA-N7-A4Y0 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PP 
       25.35        12.43        13.38        26.63        13.74        15.48 
TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-NA-A4QX 
        9.70        21.93        35.80        19.86        93.40        27.39 
TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-ND-A4WF 
        3.75        17.79         6.67        23.47        15.16         5.49 
TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VW TCGA-QM-A5NM 
       14.86         2.66         5.49        31.20         5.42 

  DEL PEAK 11(7Q36.2) MUTATED DEL PEAK 11(7Q36.2) WILD-TYPE 
                         0.26                          2.66 
  DEL PEAK 11(7Q36.2) MUTATED DEL PEAK 11(7Q36.2) WILD-TYPE 
                        85.35                         93.40 
  DEL PEAK 11(7Q36.2) MUTATED DEL PEAK 11(7Q36.2) WILD-TYPE 
                       22.655                        17.420 
[1] "0.3 - 85.3 (22.7)" "2.7 - 93.4 (17.4)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK 11(7Q36.2) MUTATED"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "DEL PEAK 11(7Q36.2) MUTATED"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK 11(7Q36.2) WILD-TYPE"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "DEL PEAK 11(7Q36.2) MUTATED"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"DEL PEAK 11(7Q36.2) WILD-TYPE"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK 11(7Q36.2) MUTATED"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK 11(7Q36.2) WILD-TYPE"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK 11(7Q36.2) MUTATED"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "DEL PEAK 11(7Q36.2) MUTATED"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK 11(7Q36.2) WILD-TYPE"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "DEL PEAK 11(7Q36.2) MUTATED"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"DEL PEAK 11(7Q36.2) WILD-TYPE"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK 11(7Q36.2) MUTATED"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK 11(7Q36.2) WILD-TYPE"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK 11(7Q36.2) MUTATED"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "DEL PEAK 11(7Q36.2) MUTATED"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK 11(7Q36.2) WILD-TYPE"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "DEL PEAK 11(7Q36.2) MUTATED"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
"DEL PEAK 11(7Q36.2) WILD-TYPE"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK 11(7Q36.2) MUTATED"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK 11(7Q36.2) WILD-TYPE"   "DEL PEAK 11(7Q36.2) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"DEL PEAK 11(7Q36.2) WILD-TYPE" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK 11(7Q36.2) MUTATED" "DEL PEAK 11(7Q36.2) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK 11(7Q36.2) WILD-TYPE" 
[1] "hr=" "1.9"
D36V2, continuous

Clustering(37) Variable = DEL PEAK 12(8P21.3) MUTATION ANALYSIS
D37V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 12(8P21.3) MUTATED   12 19
  DEL PEAK 12(8P21.3) WILD-TYPE 10 14
  DEL PEAK 12(8P21.3) MUTATED DEL PEAK 12(8P21.3) WILD-TYPE 
                           31                            24 
  DEL PEAK 12(8P21.3) MUTATED DEL PEAK 12(8P21.3) WILD-TYPE 
                           19                            14 
$`DEL PEAK 12(8P21.3) MUTATED`
TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A59E 
       18.08        24.00        22.52        69.63        50.17        14.70 
TCGA-N5-A59F TCGA-N6-A4VC TCGA-N6-A4VG TCGA-N7-A4Y5 TCGA-N8-A4PN TCGA-N8-A4PO 
       11.87        19.63        39.75         0.26        26.70        25.68 
TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 
       15.48        18.81        21.93        67.17        54.97        35.80 
TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY 
       19.86        15.81        93.40        74.37        27.39         3.75 
TCGA-NA-A4R0 TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A5CP 
       17.79        85.35        10.42        23.47         5.49         5.49 
TCGA-NG-A4VU 
       14.53 

$`DEL PEAK 12(8P21.3) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RS TCGA-N5-A4RV 
       52.31         4.67        47.31         4.87        29.95        59.70 
TCGA-N6-A4V9 TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N7-A4Y0 TCGA-N7-A4Y8 
       17.42         3.68         9.57        17.16        25.35        12.43 
TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A56S TCGA-NA-A4R1 
       13.38        26.63        13.74        27.25         9.70         6.67 
TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NG-A4VW TCGA-QM-A5NM 
       15.16         9.80        14.86         2.66        31.20         5.42 

  DEL PEAK 12(8P21.3) MUTATED DEL PEAK 12(8P21.3) WILD-TYPE 
                         0.26                          2.66 
  DEL PEAK 12(8P21.3) MUTATED DEL PEAK 12(8P21.3) WILD-TYPE 
                         93.4                          59.7 
  DEL PEAK 12(8P21.3) MUTATED DEL PEAK 12(8P21.3) WILD-TYPE 
                        21.93                         14.30 
[1] "0.3 - 93.4 (21.9)" "2.7 - 59.7 (14.3)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK 12(8P21.3) MUTATED"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK 12(8P21.3) WILD-TYPE" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"DEL PEAK 12(8P21.3) WILD-TYPE"   "DEL PEAK 12(8P21.3) MUTATED" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK 12(8P21.3) MUTATED" "DEL PEAK 12(8P21.3) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK 12(8P21.3) WILD-TYPE" 
[1] "hr=" "1.4"
D37V2, continuous

Clustering(38) Variable = DEL PEAK 13(9P23) MUTATION ANALYSIS
D38V1, survival
                             sevent
clus2                          0  1
  DEL PEAK 13(9P23) MUTATED   14 19
  DEL PEAK 13(9P23) WILD-TYPE  8 14
  DEL PEAK 13(9P23) MUTATED DEL PEAK 13(9P23) WILD-TYPE 
                         33                          22 
  DEL PEAK 13(9P23) MUTATED DEL PEAK 13(9P23) WILD-TYPE 
                         19                          14 
$`DEL PEAK 13(9P23) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RS TCGA-N5-A4RV TCGA-N5-A59E 
       52.31        18.08         4.87        29.95        59.70        14.70 
TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y5 
       11.87        17.42         9.57        17.16        39.75         0.26 
TCGA-N7-A4Y8 TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A56S TCGA-N9-A4Q1 
       12.43        27.25        26.70        25.68         9.70        67.17 
TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW 
       54.97        35.80        19.86        15.81        93.40        74.37 
TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-ND-A4WA TCGA-NF-A4WX TCGA-NF-A4X2 
       27.39         3.75        17.79        23.47        14.86         2.66 
TCGA-NF-A5CP TCGA-NG-A4VU TCGA-QM-A5NM 
        5.49        14.53         5.42 

$`DEL PEAK 13(9P23) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RT TCGA-N5-A4RU 
        4.67        47.31        24.00        22.52        69.63        50.17 
TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N7-A4Y0 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL 
       19.63         3.68        25.35        13.38        26.63        13.74 
TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N9-A4PZ TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 
       15.48        18.81        21.93         6.67        85.35        10.42 
TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NG-A4VW 
       15.16         5.49         9.80        31.20 

  DEL PEAK 13(9P23) MUTATED DEL PEAK 13(9P23) WILD-TYPE 
                       0.26                        3.68 
  DEL PEAK 13(9P23) MUTATED DEL PEAK 13(9P23) WILD-TYPE 
                      93.40                       85.35 
  DEL PEAK 13(9P23) MUTATED DEL PEAK 13(9P23) WILD-TYPE 
                      17.79                       19.22 
[1] "0.3 - 93.4 (17.8)" "3.7 - 85.3 (19.2)"
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-QM-A5NM 
  "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-QM-A5NM 
  "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"DEL PEAK 13(9P23) WILD-TYPE" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
"DEL PEAK 13(9P23) WILD-TYPE"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
  "DEL PEAK 13(9P23) MUTATED"   "DEL PEAK 13(9P23) MUTATED" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "DEL PEAK 13(9P23) MUTATED" "DEL PEAK 13(9P23) WILD-TYPE" 
                 TCGA-QM-A5NM 
  "DEL PEAK 13(9P23) MUTATED" 
[1] "hr=" "1.2"
D38V2, continuous

Clustering(39) Variable = DEL PEAK 14(9Q21.13) MUTATION ANALYSIS
D39V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 14(9Q21.13) MUTATED   17 21
  DEL PEAK 14(9Q21.13) WILD-TYPE  5 12
  DEL PEAK 14(9Q21.13) MUTATED DEL PEAK 14(9Q21.13) WILD-TYPE 
                            38                             17 
  DEL PEAK 14(9Q21.13) MUTATED DEL PEAK 14(9Q21.13) WILD-TYPE 
                            21                             12 
$`DEL PEAK 14(9Q21.13) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RF TCGA-N5-A4RN TCGA-N5-A4RT TCGA-N5-A4RV TCGA-N5-A59E 
       52.31        47.31        24.00        69.63        59.70        14.70 
TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG 
       11.87        17.42        19.63         9.57        17.16        39.75 
TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO 
        0.26        12.43        13.38        27.25        26.70        25.68 
TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q3 
       15.48        18.81         9.70        21.93        67.17        54.97 
TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QX TCGA-NA-A4QY 
       35.80        19.86        15.81        93.40        27.39         3.75 
TCGA-NA-A4R1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A5CP 
        6.67        10.42        23.47         5.49        14.86         5.49 
TCGA-NG-A4VU TCGA-QM-A5NM 
       14.53         5.42 

$`DEL PEAK 14(9Q21.13) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A4RU 
        4.67        18.08         4.87        22.52        29.95        50.17 
TCGA-N6-A4VD TCGA-N7-A4Y0 TCGA-N8-A4PI TCGA-N8-A4PL TCGA-NA-A4QW TCGA-NA-A4R0 
        3.68        25.35        26.63        13.74        74.37        17.79 
TCGA-NA-A5I1 TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4X2 TCGA-NG-A4VW 
       85.35        15.16         9.80         2.66        31.20 

  DEL PEAK 14(9Q21.13) MUTATED DEL PEAK 14(9Q21.13) WILD-TYPE 
                          0.26                           2.66 
  DEL PEAK 14(9Q21.13) MUTATED DEL PEAK 14(9Q21.13) WILD-TYPE 
                         93.40                          85.35 
  DEL PEAK 14(9Q21.13) MUTATED DEL PEAK 14(9Q21.13) WILD-TYPE 
                        18.115                         18.080 
[1] "0.3 - 93.4 (18.1)" "2.7 - 85.3 (18.1)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 14(9Q21.13) WILD-TYPE" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 14(9Q21.13) WILD-TYPE" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 14(9Q21.13) WILD-TYPE" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 14(9Q21.13) MUTATED"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 14(9Q21.13) WILD-TYPE"   "DEL PEAK 14(9Q21.13) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 14(9Q21.13) MUTATED" "DEL PEAK 14(9Q21.13) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 14(9Q21.13) MUTATED" 
[1] "hr=" "1.3"
D39V2, continuous

Clustering(40) Variable = DEL PEAK 15(9Q33.3) MUTATION ANALYSIS
D40V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 15(9Q33.3) MUTATED   18 19
  DEL PEAK 15(9Q33.3) WILD-TYPE  4 14
  DEL PEAK 15(9Q33.3) MUTATED DEL PEAK 15(9Q33.3) WILD-TYPE 
                           37                            18 
  DEL PEAK 15(9Q33.3) MUTATED DEL PEAK 15(9Q33.3) WILD-TYPE 
                           19                            14 
$`DEL PEAK 15(9Q33.3) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RT TCGA-N5-A4RV TCGA-N5-A59E 
       52.31        18.08        24.00        69.63        59.70        14.70 
TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y5 
       11.87        17.42        19.63        17.16        39.75         0.26 
TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PP 
       12.43        13.38        27.25        26.70        25.68        15.48 
TCGA-N8-A4PQ TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 
       18.81        67.17        54.97        35.80        19.86        15.81 
TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-ND-A4W6 
       93.40        74.37        27.39         3.75        17.79        10.42 
TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU 
       23.47         5.49        14.86         2.66         5.49        14.53 
TCGA-QM-A5NM 
        5.42 

$`DEL PEAK 15(9Q33.3) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A4RU 
        4.67        47.31         4.87        22.52        29.95        50.17 
TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N7-A4Y0 TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A56S 
        3.68         9.57        25.35        26.63        13.74         9.70 
TCGA-N9-A4PZ TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NG-A4VW 
       21.93         6.67        85.35        15.16         9.80        31.20 

  DEL PEAK 15(9Q33.3) MUTATED DEL PEAK 15(9Q33.3) WILD-TYPE 
                         0.26                          3.68 
  DEL PEAK 15(9Q33.3) MUTATED DEL PEAK 15(9Q33.3) WILD-TYPE 
                        93.40                         85.35 
  DEL PEAK 15(9Q33.3) MUTATED DEL PEAK 15(9Q33.3) WILD-TYPE 
                       18.080                        18.545 
[1] "0.3 - 93.4 (18.1)" "3.7 - 85.3 (18.5)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK 15(9Q33.3) WILD-TYPE" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK 15(9Q33.3) WILD-TYPE" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK 15(9Q33.3) WILD-TYPE" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK 15(9Q33.3) WILD-TYPE" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK 15(9Q33.3) WILD-TYPE" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK 15(9Q33.3) WILD-TYPE" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK 15(9Q33.3) WILD-TYPE" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
"DEL PEAK 15(9Q33.3) WILD-TYPE" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
"DEL PEAK 15(9Q33.3) WILD-TYPE" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK 15(9Q33.3) WILD-TYPE"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
  "DEL PEAK 15(9Q33.3) MUTATED"   "DEL PEAK 15(9Q33.3) MUTATED" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
  "DEL PEAK 15(9Q33.3) MUTATED" "DEL PEAK 15(9Q33.3) WILD-TYPE" 
                   TCGA-QM-A5NM 
  "DEL PEAK 15(9Q33.3) MUTATED" 
[1] "hr=" "1.7"
D40V2, continuous

Clustering(41) Variable = DEL PEAK 16(10Q21.1) MUTATION ANALYSIS
D41V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 16(10Q21.1) MUTATED    6 12
  DEL PEAK 16(10Q21.1) WILD-TYPE 16 21
  DEL PEAK 16(10Q21.1) MUTATED DEL PEAK 16(10Q21.1) WILD-TYPE 
                            18                             37 
  DEL PEAK 16(10Q21.1) MUTATED DEL PEAK 16(10Q21.1) WILD-TYPE 
                            12                             21 
$`DEL PEAK 16(10Q21.1) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RO TCGA-N5-A4RT TCGA-N6-A4V9 TCGA-N6-A4VE 
       52.31        18.08        22.52        69.63        17.42         9.57 
TCGA-N6-A4VF TCGA-N7-A4Y8 TCGA-N8-A4PM TCGA-N9-A4PZ TCGA-N9-A4Q4 TCGA-N9-A4Q7 
       17.16        12.43        27.25        21.93        35.80        19.86 
TCGA-N9-A4Q8 TCGA-NA-A4QX TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4WF TCGA-NF-A5CP 
       15.81        27.39         6.67        85.35         5.49         5.49 

$`DEL PEAK 16(10Q21.1) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RS TCGA-N5-A4RU 
        4.67        47.31         4.87        24.00        29.95        50.17 
TCGA-N5-A4RV TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VG 
       59.70        14.70        11.87        19.63         3.68        39.75 
TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PN 
       25.35         0.26        13.38        26.63        13.74        26.70 
TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-N9-A4Q3 
       25.68        15.48        18.81         9.70        67.17        54.97 
TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-ND-A4W6 TCGA-ND-A4WA 
       93.40        74.37         3.75        17.79        10.42        23.47 
TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NG-A4VU TCGA-NG-A4VW 
       15.16         9.80        14.86         2.66        14.53        31.20 
TCGA-QM-A5NM 
        5.42 

  DEL PEAK 16(10Q21.1) MUTATED DEL PEAK 16(10Q21.1) WILD-TYPE 
                          5.49                           0.26 
  DEL PEAK 16(10Q21.1) MUTATED DEL PEAK 16(10Q21.1) WILD-TYPE 
                         85.35                          93.40 
  DEL PEAK 16(10Q21.1) MUTATED DEL PEAK 16(10Q21.1) WILD-TYPE 
                         18.97                          17.79 
[1] "5.5 - 85.3 (19.0)" "0.3 - 93.4 (17.8)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 16(10Q21.1) MUTATED" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 16(10Q21.1) MUTATED" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 16(10Q21.1) MUTATED" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 16(10Q21.1) MUTATED"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 16(10Q21.1) MUTATED"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 16(10Q21.1) MUTATED" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 16(10Q21.1) MUTATED"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 16(10Q21.1) MUTATED" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 16(10Q21.1) MUTATED" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 16(10Q21.1) MUTATED" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 16(10Q21.1) MUTATED"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 16(10Q21.1) MUTATED"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 16(10Q21.1) MUTATED" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 16(10Q21.1) MUTATED"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 16(10Q21.1) MUTATED" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 16(10Q21.1) MUTATED" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 16(10Q21.1) MUTATED" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 16(10Q21.1) MUTATED"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 16(10Q21.1) MUTATED"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 16(10Q21.1) MUTATED" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 16(10Q21.1) MUTATED"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 16(10Q21.1) WILD-TYPE"   "DEL PEAK 16(10Q21.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 16(10Q21.1) WILD-TYPE" "DEL PEAK 16(10Q21.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 16(10Q21.1) WILD-TYPE" 
[1] "hr=" "1.1"
D41V2, continuous

Clustering(42) Variable = DEL PEAK 17(10Q23.31) MUTATION ANALYSIS
D42V1, survival
                                 sevent
clus2                              0  1
  DEL PEAK 17(10Q23.31) MUTATED    6 14
  DEL PEAK 17(10Q23.31) WILD-TYPE 16 19
  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                             20                              35 
  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                             14                              19 
$`DEL PEAK 17(10Q23.31) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RO TCGA-N5-A4RT 
       52.31         4.67        18.08         4.87        22.52        69.63 
TCGA-N6-A4V9 TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N7-A4Y8 TCGA-N8-A4PI TCGA-N8-A4PM 
       17.42         9.57        17.16        12.43        26.63        27.25 
TCGA-N9-A4PZ TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QX 
       21.93        35.80        19.86        15.81        93.40        27.39 
TCGA-NA-A4R0 TCGA-NA-A4R1 
       17.79         6.67 

$`DEL PEAK 17(10Q23.31) WILD-TYPE`
TCGA-N5-A4RF TCGA-N5-A4RN TCGA-N5-A4RS TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59E 
       47.31        24.00        29.95        50.17        59.70        14.70 
TCGA-N5-A59F TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N7-A4Y5 
       11.87        19.63         3.68        39.75        25.35         0.26 
TCGA-N7-A59B TCGA-N8-A4PL TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ 
       13.38        13.74        26.70        25.68        15.48        18.81 
TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-NA-A4QW TCGA-NA-A4QY TCGA-NA-A5I1 
        9.70        67.17        54.97        74.37         3.75        85.35 
TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4WX 
       10.42        23.47        15.16         5.49         9.80        14.86 
TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW TCGA-QM-A5NM 
        2.66         5.49        14.53        31.20         5.42 

  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                           4.67                            0.26 
  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                          93.40                           85.35 
  DEL PEAK 17(10Q23.31) MUTATED DEL PEAK 17(10Q23.31) WILD-TYPE 
                          18.97                           15.48 
[1] "4.7 - 93.4 (19.0)" "0.3 - 85.3 (15.5)"
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-QM-A5NM 
"DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-QM-A5NM 
"DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "DEL PEAK 17(10Q23.31) MUTATED"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
"DEL PEAK 17(10Q23.31) WILD-TYPE"   "DEL PEAK 17(10Q23.31) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "DEL PEAK 17(10Q23.31) MUTATED" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
"DEL PEAK 17(10Q23.31) WILD-TYPE" "DEL PEAK 17(10Q23.31) WILD-TYPE" 
                     TCGA-QM-A5NM 
"DEL PEAK 17(10Q23.31) WILD-TYPE" 
[1] "hr=" "1.2"
D42V2, continuous

Clustering(43) Variable = DEL PEAK 18(11P15.5) MUTATION ANALYSIS
D43V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 18(11P15.5) MUTATED    8 16
  DEL PEAK 18(11P15.5) WILD-TYPE 14 17
  DEL PEAK 18(11P15.5) MUTATED DEL PEAK 18(11P15.5) WILD-TYPE 
                            24                             31 
  DEL PEAK 18(11P15.5) MUTATED DEL PEAK 18(11P15.5) WILD-TYPE 
                            16                             17 
$`DEL PEAK 18(11P15.5) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RM TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 
       52.31         4.67         4.87        14.70        11.87        17.42 
TCGA-N6-A4VC TCGA-N6-A4VG TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N8-A4PI TCGA-N8-A4PL 
       19.63        39.75         0.26        12.43        26.63        13.74 
TCGA-N8-A4PM TCGA-N9-A4PZ TCGA-N9-A4Q4 TCGA-NA-A4QW TCGA-NA-A4R0 TCGA-NA-A4R1 
       27.25        21.93        35.80        74.37        17.79         6.67 
TCGA-ND-A4WA TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU 
       23.47         9.80        14.86         2.66         5.49        14.53 

$`DEL PEAK 18(11P15.5) WILD-TYPE`
TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A4RT 
       47.31        18.08        24.00        22.52        29.95        69.63 
TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N7-A4Y0 
       50.17        59.70         3.68         9.57        17.16        25.35 
TCGA-N7-A59B TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N8-A56S 
       13.38        26.70        25.68        15.48        18.81         9.70 
TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QX 
       67.17        54.97        19.86        15.81        93.40        27.39 
TCGA-NA-A4QY TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NG-A4VW 
        3.75        85.35        10.42        15.16         5.49        31.20 
TCGA-QM-A5NM 
        5.42 

  DEL PEAK 18(11P15.5) MUTATED DEL PEAK 18(11P15.5) WILD-TYPE 
                          0.26                           3.68 
  DEL PEAK 18(11P15.5) MUTATED DEL PEAK 18(11P15.5) WILD-TYPE 
                         74.37                          93.40 
  DEL PEAK 18(11P15.5) MUTATED DEL PEAK 18(11P15.5) WILD-TYPE 
                         14.78                          22.52 
[1] "0.3 - 74.4 (14.8)" "3.7 - 93.4 (22.5)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 18(11P15.5) WILD-TYPE"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 18(11P15.5) WILD-TYPE" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 18(11P15.5) MUTATED"   "DEL PEAK 18(11P15.5) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 18(11P15.5) MUTATED" "DEL PEAK 18(11P15.5) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 18(11P15.5) WILD-TYPE" 
[1] "hr=" "1.7"
D43V2, continuous

Clustering(44) Variable = DEL PEAK 19(11Q14.1) MUTATION ANALYSIS
D44V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 19(11Q14.1) MUTATED   11 15
  DEL PEAK 19(11Q14.1) WILD-TYPE 11 18
  DEL PEAK 19(11Q14.1) MUTATED DEL PEAK 19(11Q14.1) WILD-TYPE 
                            26                             29 
  DEL PEAK 19(11Q14.1) MUTATED DEL PEAK 19(11Q14.1) WILD-TYPE 
                            15                             18 
$`DEL PEAK 19(11Q14.1) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO 
       52.31         4.67        47.31         4.87        24.00        22.52 
TCGA-N5-A4RV TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VG 
       59.70        14.70        11.87        17.42        19.63        39.75 
TCGA-N7-A4Y5 TCGA-N8-A4PL TCGA-N8-A4PO TCGA-N8-A4PQ TCGA-N9-A4PZ TCGA-NA-A4QV 
        0.26        13.74        25.68        18.81        21.93        93.40 
TCGA-NA-A4R0 TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4WX 
       17.79        85.35        10.42        23.47         5.49        14.86 
TCGA-NF-A5CP TCGA-QM-A5NM 
        5.49         5.42 

$`DEL PEAK 19(11Q14.1) WILD-TYPE`
TCGA-N5-A4RJ TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N6-A4VD TCGA-N6-A4VE 
       18.08        29.95        69.63        50.17         3.68         9.57 
TCGA-N6-A4VF TCGA-N7-A4Y0 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PM 
       17.16        25.35        12.43        13.38        26.63        27.25 
TCGA-N8-A4PN TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 
       26.70        15.48         9.70        67.17        54.97        35.80 
TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R1 
       19.86        15.81        74.37        27.39         3.75         6.67 
TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4X2 TCGA-NG-A4VU TCGA-NG-A4VW 
       15.16         9.80         2.66        14.53        31.20 

  DEL PEAK 19(11Q14.1) MUTATED DEL PEAK 19(11Q14.1) WILD-TYPE 
                          0.26                           2.66 
  DEL PEAK 19(11Q14.1) MUTATED DEL PEAK 19(11Q14.1) WILD-TYPE 
                         93.40                          74.37 
  DEL PEAK 19(11Q14.1) MUTATED DEL PEAK 19(11Q14.1) WILD-TYPE 
                         18.30                          18.08 
[1] "0.3 - 93.4 (18.3)" "2.7 - 74.4 (18.1)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 19(11Q14.1) MUTATED" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 19(11Q14.1) MUTATED"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 19(11Q14.1) WILD-TYPE"   "DEL PEAK 19(11Q14.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 19(11Q14.1) WILD-TYPE" "DEL PEAK 19(11Q14.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 19(11Q14.1) MUTATED" 
[1] "hr=" "1"  
D44V2, continuous

Clustering(45) Variable = DEL PEAK 20(11Q24.2) MUTATION ANALYSIS
D45V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 20(11Q24.2) MUTATED   10 17
  DEL PEAK 20(11Q24.2) WILD-TYPE 12 16
  DEL PEAK 20(11Q24.2) MUTATED DEL PEAK 20(11Q24.2) WILD-TYPE 
                            27                             28 
  DEL PEAK 20(11Q24.2) MUTATED DEL PEAK 20(11Q24.2) WILD-TYPE 
                            17                             16 
$`DEL PEAK 20(11Q24.2) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RO TCGA-N5-A4RU 
       52.31         4.67        47.31         4.87        22.52        50.17 
TCGA-N5-A4RV TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VG 
       59.70        14.70        11.87        17.42        19.63        39.75 
TCGA-N7-A4Y5 TCGA-N8-A4PL TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N9-A4PZ TCGA-NA-A4QV 
        0.26        13.74        25.68        15.48        21.93        93.40 
TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WF 
       17.79         6.67        85.35        10.42        23.47         5.49 
TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-QM-A5NM 
       14.86         2.66         5.42 

$`DEL PEAK 20(11Q24.2) WILD-TYPE`
TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N6-A4VD TCGA-N6-A4VE 
       18.08        24.00        29.95        69.63         3.68         9.57 
TCGA-N6-A4VF TCGA-N7-A4Y0 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PM 
       17.16        25.35        12.43        13.38        26.63        27.25 
TCGA-N8-A4PN TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 
       26.70        18.81         9.70        67.17        54.97        35.80 
TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY TCGA-ND-A4WC 
       19.86        15.81        74.37        27.39         3.75        15.16 
TCGA-NF-A4WU TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW 
        9.80         5.49        14.53        31.20 

  DEL PEAK 20(11Q24.2) MUTATED DEL PEAK 20(11Q24.2) WILD-TYPE 
                          0.26                           3.68 
  DEL PEAK 20(11Q24.2) MUTATED DEL PEAK 20(11Q24.2) WILD-TYPE 
                         93.40                          74.37 
  DEL PEAK 20(11Q24.2) MUTATED DEL PEAK 20(11Q24.2) WILD-TYPE 
                        17.420                         19.335 
[1] "0.3 - 93.4 (17.4)" "3.7 - 74.4 (19.3)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 20(11Q24.2) MUTATED"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 20(11Q24.2) WILD-TYPE"   "DEL PEAK 20(11Q24.2) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 20(11Q24.2) MUTATED" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 20(11Q24.2) WILD-TYPE" "DEL PEAK 20(11Q24.2) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 20(11Q24.2) MUTATED" 
[1] "hr=" "1.2"
D45V2, continuous

Clustering(46) Variable = DEL PEAK 21(12Q23.1) MUTATION ANALYSIS
D46V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 21(12Q23.1) MUTATED    5 14
  DEL PEAK 21(12Q23.1) WILD-TYPE 17 19
  DEL PEAK 21(12Q23.1) MUTATED DEL PEAK 21(12Q23.1) WILD-TYPE 
                            19                             36 
  DEL PEAK 21(12Q23.1) MUTATED DEL PEAK 21(12Q23.1) WILD-TYPE 
                            14                             19 
$`DEL PEAK 21(12Q23.1) MUTATED`
TCGA-N5-A4RM TCGA-N5-A4RS TCGA-N5-A4RU TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4VE 
        4.87        29.95        50.17        14.70        11.87         9.57 
TCGA-N7-A4Y8 TCGA-N8-A4PI TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N9-A4Q3 TCGA-N9-A4Q8 
       12.43        26.63        25.68        15.48        54.97        15.81 
TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NF-A4WU 
       74.37        27.39         3.75        17.79         6.67         9.80 
TCGA-NF-A4X2 
        2.66 

$`DEL PEAK 21(12Q23.1) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RO 
       52.31         4.67        47.31        18.08        24.00        22.52 
TCGA-N5-A4RT TCGA-N5-A4RV TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VF 
       69.63        59.70        17.42        19.63         3.68        17.16 
TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A59B TCGA-N8-A4PL TCGA-N8-A4PM 
       39.75        25.35         0.26        13.38        13.74        27.25 
TCGA-N8-A4PN TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q4 
       26.70        18.81         9.70        21.93        67.17        35.80 
TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WC 
       19.86        93.40        85.35        10.42        23.47        15.16 
TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW TCGA-QM-A5NM 
        5.49        14.86         5.49        14.53        31.20         5.42 

  DEL PEAK 21(12Q23.1) MUTATED DEL PEAK 21(12Q23.1) WILD-TYPE 
                          2.66                           0.26 
  DEL PEAK 21(12Q23.1) MUTATED DEL PEAK 21(12Q23.1) WILD-TYPE 
                         74.37                          93.40 
  DEL PEAK 21(12Q23.1) MUTATED DEL PEAK 21(12Q23.1) WILD-TYPE 
                        15.480                         19.745 
[1] "2.7 - 74.4 (15.5)" "0.3 - 93.4 (19.7)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 21(12Q23.1) MUTATED"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 21(12Q23.1) MUTATED"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 21(12Q23.1) MUTATED"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 21(12Q23.1) MUTATED"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 21(12Q23.1) WILD-TYPE"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 21(12Q23.1) MUTATED"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 21(12Q23.1) MUTATED"   "DEL PEAK 21(12Q23.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 21(12Q23.1) MUTATED" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 21(12Q23.1) WILD-TYPE" "DEL PEAK 21(12Q23.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 21(12Q23.1) WILD-TYPE" 
[1] "hr=" "1.7"
D46V2, continuous

Clustering(47) Variable = DEL PEAK 22(12Q24.31) MUTATION ANALYSIS
D47V1, survival
                                 sevent
clus2                              0  1
  DEL PEAK 22(12Q24.31) MUTATED    4 15
  DEL PEAK 22(12Q24.31) WILD-TYPE 18 18
  DEL PEAK 22(12Q24.31) MUTATED DEL PEAK 22(12Q24.31) WILD-TYPE 
                             19                              36 
  DEL PEAK 22(12Q24.31) MUTATED DEL PEAK 22(12Q24.31) WILD-TYPE 
                             15                              18 
$`DEL PEAK 22(12Q24.31) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RJ TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A59E TCGA-N5-A59F 
        4.67        18.08        29.95        69.63        14.70        11.87 
TCGA-N7-A4Y8 TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PP TCGA-N9-A4Q1 TCGA-N9-A4Q3 
       12.43        26.63        13.74        15.48        67.17        54.97 
TCGA-N9-A4Q8 TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 
       15.81        74.37        27.39         3.75        17.79         6.67 
TCGA-NF-A4WU 
        9.80 

$`DEL PEAK 22(12Q24.31) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RU 
       52.31        47.31         4.87        24.00        22.52        50.17 
TCGA-N5-A4RV TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF 
       59.70        17.42        19.63         3.68         9.57        17.16 
TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A59B TCGA-N8-A4PM TCGA-N8-A4PN 
       39.75        25.35         0.26        13.38        27.25        26.70 
TCGA-N8-A4PO TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q4 TCGA-N9-A4Q7 
       25.68        18.81         9.70        21.93        35.80        19.86 
TCGA-NA-A4QV TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-ND-A4WF 
       93.40        85.35        10.42        23.47        15.16         5.49 
TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW TCGA-QM-A5NM 
       14.86         2.66         5.49        14.53        31.20         5.42 

  DEL PEAK 22(12Q24.31) MUTATED DEL PEAK 22(12Q24.31) WILD-TYPE 
                           3.75                            0.26 
  DEL PEAK 22(12Q24.31) MUTATED DEL PEAK 22(12Q24.31) WILD-TYPE 
                          74.37                           93.40 
  DEL PEAK 22(12Q24.31) MUTATED DEL PEAK 22(12Q24.31) WILD-TYPE 
                         15.810                          19.745 
[1] "3.8 - 74.4 (15.8)" "0.3 - 93.4 (19.7)"
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "DEL PEAK 22(12Q24.31) MUTATED"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
  "DEL PEAK 22(12Q24.31) MUTATED"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
  "DEL PEAK 22(12Q24.31) MUTATED"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-QM-A5NM 
"DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "DEL PEAK 22(12Q24.31) MUTATED"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
  "DEL PEAK 22(12Q24.31) MUTATED"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
  "DEL PEAK 22(12Q24.31) MUTATED"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-QM-A5NM 
"DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
"DEL PEAK 22(12Q24.31) WILD-TYPE"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "DEL PEAK 22(12Q24.31) MUTATED"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
  "DEL PEAK 22(12Q24.31) MUTATED"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
  "DEL PEAK 22(12Q24.31) MUTATED"   "DEL PEAK 22(12Q24.31) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
  "DEL PEAK 22(12Q24.31) MUTATED" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
"DEL PEAK 22(12Q24.31) WILD-TYPE" "DEL PEAK 22(12Q24.31) WILD-TYPE" 
                     TCGA-QM-A5NM 
"DEL PEAK 22(12Q24.31) WILD-TYPE" 
[1] "hr=" "1.5"
D47V2, continuous

Clustering(48) Variable = DEL PEAK 23(13Q12.11) MUTATION ANALYSIS
D48V1, survival
                                 sevent
clus2                              0  1
  DEL PEAK 23(13Q12.11) MUTATED   14 15
  DEL PEAK 23(13Q12.11) WILD-TYPE  8 18
  DEL PEAK 23(13Q12.11) MUTATED DEL PEAK 23(13Q12.11) WILD-TYPE 
                             29                              26 
  DEL PEAK 23(13Q12.11) MUTATED DEL PEAK 23(13Q12.11) WILD-TYPE 
                             15                              18 
$`DEL PEAK 23(13Q12.11) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RT 
        4.67        47.31         4.87        24.00        22.52        69.63 
TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59F TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG 
       50.17        59.70        11.87         9.57        17.16        39.75 
TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4PZ 
       13.38        26.63        25.68        15.48         9.70        21.93 
TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A5I1 
       35.80        19.86        93.40        27.39         3.75        85.35 
TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-QM-A5NM 
        5.49         9.80         2.66         5.49         5.42 

$`DEL PEAK 23(13Q12.11) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RS TCGA-N5-A59E TCGA-N6-A4V9 TCGA-N6-A4VC 
       52.31        18.08        29.95        14.70        17.42        19.63 
TCGA-N6-A4VD TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N8-A4PL TCGA-N8-A4PM 
        3.68        25.35         0.26        12.43        13.74        27.25 
TCGA-N8-A4PN TCGA-N8-A4PQ TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q8 TCGA-NA-A4QW 
       26.70        18.81        67.17        54.97        15.81        74.37 
TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-NF-A4WX 
       17.79         6.67        10.42        23.47        15.16        14.86 
TCGA-NG-A4VU TCGA-NG-A4VW 
       14.53        31.20 

  DEL PEAK 23(13Q12.11) MUTATED DEL PEAK 23(13Q12.11) WILD-TYPE 
                           2.66                            0.26 
  DEL PEAK 23(13Q12.11) MUTATED DEL PEAK 23(13Q12.11) WILD-TYPE 
                          93.40                           74.37 
  DEL PEAK 23(13Q12.11) MUTATED DEL PEAK 23(13Q12.11) WILD-TYPE 
                         19.860                          17.935 
[1] "2.7 - 93.4 (19.9)" "0.3 - 74.4 (17.9)"
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 23(13Q12.11) WILD-TYPE"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
  "DEL PEAK 23(13Q12.11) MUTATED" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
  "DEL PEAK 23(13Q12.11) MUTATED"   "DEL PEAK 23(13Q12.11) MUTATED" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
"DEL PEAK 23(13Q12.11) WILD-TYPE" "DEL PEAK 23(13Q12.11) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "DEL PEAK 23(13Q12.11) MUTATED" 
[1] "hr=" "1.3"
D48V2, continuous

Clustering(49) Variable = DEL PEAK 24(13Q14.2) MUTATION ANALYSIS
D49V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 24(13Q14.2) MUTATED   12 19
  DEL PEAK 24(13Q14.2) WILD-TYPE 10 14
  DEL PEAK 24(13Q14.2) MUTATED DEL PEAK 24(13Q14.2) WILD-TYPE 
                            31                             24 
  DEL PEAK 24(13Q14.2) MUTATED DEL PEAK 24(13Q14.2) WILD-TYPE 
                            19                             14 
$`DEL PEAK 24(13Q14.2) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RT 
        4.67        47.31         4.87        24.00        22.52        69.63 
TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y5 
       50.17        59.70         9.57        17.16        39.75         0.26 
TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4PZ 
       13.38        26.63        25.68        15.48         9.70        21.93 
TCGA-N9-A4Q1 TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QX TCGA-NA-A4R0 
       67.17        19.86        15.81        93.40        27.39        17.79 
TCGA-NA-A4R1 TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VW 
        6.67         5.49         9.80         2.66         5.49        31.20 
TCGA-QM-A5NM 
        5.42 

$`DEL PEAK 24(13Q14.2) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RS TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 
       52.31        18.08        29.95        14.70        11.87        17.42 
TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N7-A4Y0 TCGA-N7-A4Y8 TCGA-N8-A4PL TCGA-N8-A4PM 
       19.63         3.68        25.35        12.43        13.74        27.25 
TCGA-N8-A4PN TCGA-N8-A4PQ TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-NA-A4QW TCGA-NA-A4QY 
       26.70        18.81        54.97        35.80        74.37         3.75 
TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-NF-A4WX TCGA-NG-A4VU 
       85.35        10.42        23.47        15.16        14.86        14.53 

  DEL PEAK 24(13Q14.2) MUTATED DEL PEAK 24(13Q14.2) WILD-TYPE 
                          0.26                           3.68 
  DEL PEAK 24(13Q14.2) MUTATED DEL PEAK 24(13Q14.2) WILD-TYPE 
                         93.40                          85.35 
  DEL PEAK 24(13Q14.2) MUTATED DEL PEAK 24(13Q14.2) WILD-TYPE 
                        17.790                         18.445 
[1] "0.3 - 93.4 (17.8)" "3.7 - 85.3 (18.4)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK 24(13Q14.2) WILD-TYPE" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 24(13Q14.2) WILD-TYPE" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 24(13Q14.2) WILD-TYPE" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 24(13Q14.2) WILD-TYPE" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-QM-A5NM 
  "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK 24(13Q14.2) WILD-TYPE" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 24(13Q14.2) WILD-TYPE" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 24(13Q14.2) WILD-TYPE" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 24(13Q14.2) WILD-TYPE" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-QM-A5NM 
  "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK 24(13Q14.2) WILD-TYPE" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 24(13Q14.2) WILD-TYPE" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 24(13Q14.2) WILD-TYPE" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 24(13Q14.2) WILD-TYPE" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 24(13Q14.2) MUTATED" "DEL PEAK 24(13Q14.2) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 24(13Q14.2) MUTATED"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 24(13Q14.2) WILD-TYPE"   "DEL PEAK 24(13Q14.2) MUTATED" 
                    TCGA-QM-A5NM 
  "DEL PEAK 24(13Q14.2) MUTATED" 
[1] "hr=" "1.1"
D49V2, continuous

Clustering(50) Variable = DEL PEAK 25(14Q21.1) MUTATION ANALYSIS
D50V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 25(14Q21.1) MUTATED    9 19
  DEL PEAK 25(14Q21.1) WILD-TYPE 13 14
  DEL PEAK 25(14Q21.1) MUTATED DEL PEAK 25(14Q21.1) WILD-TYPE 
                            28                             27 
  DEL PEAK 25(14Q21.1) MUTATED DEL PEAK 25(14Q21.1) WILD-TYPE 
                            19                             14 
$`DEL PEAK 25(14Q21.1) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RO TCGA-N5-A4RT 
       52.31         4.67        18.08         4.87        22.52        69.63 
TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4VC TCGA-N6-A4VG TCGA-N7-A4Y5 TCGA-N7-A59B 
       14.70        11.87        19.63        39.75         0.26        13.38 
TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N8-A56S 
       26.63        13.74        25.68        15.48        18.81         9.70 
TCGA-N9-A4Q1 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-NA-A4QX TCGA-NA-A4R0 TCGA-NA-A5I1 
       67.17        35.80        19.86        27.39        17.79        85.35 
TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-NF-A4WU TCGA-NG-A4VU 
       10.42        23.47         9.80        14.53 

$`DEL PEAK 25(14Q21.1) WILD-TYPE`
TCGA-N5-A4RF TCGA-N5-A4RN TCGA-N5-A4RS TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N6-A4V9 
       47.31        24.00        29.95        50.17        59.70        17.42 
TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N7-A4Y0 TCGA-N7-A4Y8 TCGA-N8-A4PM 
        3.68         9.57        17.16        25.35        12.43        27.25 
TCGA-N8-A4PN TCGA-N9-A4PZ TCGA-N9-A4Q3 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW 
       26.70        21.93        54.97        15.81        93.40        74.37 
TCGA-NA-A4QY TCGA-NA-A4R1 TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A4X2 
        3.75         6.67        15.16         5.49        14.86         2.66 
TCGA-NF-A5CP TCGA-NG-A4VW TCGA-QM-A5NM 
        5.49        31.20         5.42 

  DEL PEAK 25(14Q21.1) MUTATED DEL PEAK 25(14Q21.1) WILD-TYPE 
                          0.26                           2.66 
  DEL PEAK 25(14Q21.1) MUTATED DEL PEAK 25(14Q21.1) WILD-TYPE 
                         85.35                          93.40 
  DEL PEAK 25(14Q21.1) MUTATED DEL PEAK 25(14Q21.1) WILD-TYPE 
                        18.445                         17.420 
[1] "0.3 - 85.3 (18.4)" "2.7 - 93.4 (17.4)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 25(14Q21.1) WILD-TYPE" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 25(14Q21.1) WILD-TYPE" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 25(14Q21.1) WILD-TYPE" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 25(14Q21.1) WILD-TYPE" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 25(14Q21.1) WILD-TYPE" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 25(14Q21.1) WILD-TYPE" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 25(14Q21.1) WILD-TYPE" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 25(14Q21.1) WILD-TYPE" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 25(14Q21.1) WILD-TYPE" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 25(14Q21.1) WILD-TYPE" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 25(14Q21.1) WILD-TYPE"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 25(14Q21.1) MUTATED"   "DEL PEAK 25(14Q21.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 25(14Q21.1) WILD-TYPE" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 25(14Q21.1) WILD-TYPE" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 25(14Q21.1) MUTATED" "DEL PEAK 25(14Q21.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 25(14Q21.1) WILD-TYPE" 
[1] "hr=" "1.3"
D50V2, continuous

Clustering(51) Variable = DEL PEAK 26(15Q15.1) MUTATION ANALYSIS
D51V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 26(15Q15.1) MUTATED   19 23
  DEL PEAK 26(15Q15.1) WILD-TYPE  3 10
  DEL PEAK 26(15Q15.1) MUTATED DEL PEAK 26(15Q15.1) WILD-TYPE 
                            42                             13 
  DEL PEAK 26(15Q15.1) MUTATED DEL PEAK 26(15Q15.1) WILD-TYPE 
                            23                             10 
$`DEL PEAK 26(15Q15.1) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN 
       52.31         4.67        47.31        18.08         4.87        24.00 
TCGA-N5-A4RO TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A59E TCGA-N6-A4V9 TCGA-N6-A4VE 
       22.52        69.63        50.17        14.70        17.42         9.57 
TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI 
       17.16        39.75         0.26        12.43        13.38        26.63 
TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ 
       13.74        27.25        26.70        25.68        15.48        18.81 
TCGA-N9-A4Q1 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW 
       67.17        35.80        19.86        15.81        93.40        74.37 
TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4WA TCGA-ND-A4WF 
       27.39         3.75         6.67        85.35        23.47         5.49 
TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU TCGA-QM-A5NM 
        9.80        14.86         2.66         5.49        14.53         5.42 

$`DEL PEAK 26(15Q15.1) WILD-TYPE`
TCGA-N5-A4RS TCGA-N5-A4RV TCGA-N5-A59F TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N7-A4Y0 
       29.95        59.70        11.87        19.63         3.68        25.35 
TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q3 TCGA-NA-A4R0 TCGA-ND-A4W6 TCGA-ND-A4WC 
        9.70        21.93        54.97        17.79        10.42        15.16 
TCGA-NG-A4VW 
       31.20 

  DEL PEAK 26(15Q15.1) MUTATED DEL PEAK 26(15Q15.1) WILD-TYPE 
                          0.26                           3.68 
  DEL PEAK 26(15Q15.1) MUTATED DEL PEAK 26(15Q15.1) WILD-TYPE 
                          93.4                           59.7 
  DEL PEAK 26(15Q15.1) MUTATED DEL PEAK 26(15Q15.1) WILD-TYPE 
                         17.75                          19.63 
[1] "0.3 - 93.4 (17.8)" "3.7 - 59.7 (19.6)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 26(15Q15.1) WILD-TYPE"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK 26(15Q15.1) WILD-TYPE"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 26(15Q15.1) WILD-TYPE" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 26(15Q15.1) WILD-TYPE" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 26(15Q15.1) WILD-TYPE"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 26(15Q15.1) WILD-TYPE"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 26(15Q15.1) WILD-TYPE"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK 26(15Q15.1) WILD-TYPE"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 26(15Q15.1) WILD-TYPE" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 26(15Q15.1) WILD-TYPE" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 26(15Q15.1) WILD-TYPE"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 26(15Q15.1) WILD-TYPE"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 26(15Q15.1) WILD-TYPE"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK 26(15Q15.1) WILD-TYPE"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 26(15Q15.1) WILD-TYPE" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 26(15Q15.1) WILD-TYPE" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 26(15Q15.1) WILD-TYPE"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 26(15Q15.1) WILD-TYPE"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 26(15Q15.1) MUTATED"   "DEL PEAK 26(15Q15.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 26(15Q15.1) MUTATED" "DEL PEAK 26(15Q15.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 26(15Q15.1) MUTATED" 
[1] "hr=" "1.4"
D51V2, continuous

Clustering(52) Variable = DEL PEAK 27(16P13.3) MUTATION ANALYSIS
D52V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 27(16P13.3) MUTATED   14 19
  DEL PEAK 27(16P13.3) WILD-TYPE  8 14
  DEL PEAK 27(16P13.3) MUTATED DEL PEAK 27(16P13.3) WILD-TYPE 
                            33                             22 
  DEL PEAK 27(16P13.3) MUTATED DEL PEAK 27(16P13.3) WILD-TYPE 
                            19                             14 
$`DEL PEAK 27(16P13.3) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A4RU 
        4.67        47.31         4.87        24.00        22.52        50.17 
TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VE TCGA-N6-A4VF 
       14.70        11.87        17.42        19.63         9.57        17.16 
TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PM 
        0.26        12.43        13.38        26.63        13.74        27.25 
TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N9-A4Q1 TCGA-N9-A4Q4 TCGA-N9-A4Q7 
       25.68        15.48        18.81        67.17        35.80        19.86 
TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QY TCGA-NA-A4R1 TCGA-NA-A5I1 
       15.81        93.40        74.37         3.75         6.67        85.35 
TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A4X2 
        5.49        14.86         2.66 

$`DEL PEAK 27(16P13.3) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RJ TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RV TCGA-N6-A4VD 
       52.31        18.08        29.95        69.63        59.70         3.68 
TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N8-A4PN TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q3 
       39.75        25.35        26.70         9.70        21.93        54.97 
TCGA-NA-A4QX TCGA-NA-A4R0 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-NF-A4WU 
       27.39        17.79        10.42        23.47        15.16         9.80 
TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW TCGA-QM-A5NM 
        5.49        14.53        31.20         5.42 

  DEL PEAK 27(16P13.3) MUTATED DEL PEAK 27(16P13.3) WILD-TYPE 
                          0.26                           3.68 
  DEL PEAK 27(16P13.3) MUTATED DEL PEAK 27(16P13.3) WILD-TYPE 
                         93.40                          69.63 
  DEL PEAK 27(16P13.3) MUTATED DEL PEAK 27(16P13.3) WILD-TYPE 
                         17.16                          22.70 
[1] "0.3 - 93.4 (17.2)" "3.7 - 69.6 (22.7)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 27(16P13.3) WILD-TYPE" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 27(16P13.3) WILD-TYPE" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 27(16P13.3) WILD-TYPE" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 27(16P13.3) WILD-TYPE" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 27(16P13.3) WILD-TYPE" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 27(16P13.3) WILD-TYPE" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 27(16P13.3) WILD-TYPE" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 27(16P13.3) WILD-TYPE" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 27(16P13.3) WILD-TYPE" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 27(16P13.3) WILD-TYPE" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 27(16P13.3) MUTATED"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 27(16P13.3) WILD-TYPE" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 27(16P13.3) WILD-TYPE"   "DEL PEAK 27(16P13.3) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 27(16P13.3) MUTATED" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 27(16P13.3) WILD-TYPE" "DEL PEAK 27(16P13.3) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 27(16P13.3) WILD-TYPE" 
[1] "hr=" "1.1"
D52V2, continuous

Clustering(53) Variable = DEL PEAK 28(16Q23.1) MUTATION ANALYSIS
D53V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 28(16Q23.1) MUTATED   12 26
  DEL PEAK 28(16Q23.1) WILD-TYPE 10  7
  DEL PEAK 28(16Q23.1) MUTATED DEL PEAK 28(16Q23.1) WILD-TYPE 
                            38                             17 
  DEL PEAK 28(16Q23.1) MUTATED DEL PEAK 28(16Q23.1) WILD-TYPE 
                            26                              7 
$`DEL PEAK 28(16Q23.1) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RO 
       52.31         4.67        47.31        18.08         4.87        22.52 
TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 
       29.95        69.63        50.17        14.70        11.87        17.42 
TCGA-N6-A4VC TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A4Y8 
       19.63         9.57        17.16        25.35         0.26        12.43 
TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO 
       13.38        26.63        13.74        27.25        26.70        25.68 
TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QW TCGA-NA-A4QY 
       15.48        18.81        19.86        15.81        74.37         3.75 
TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-ND-A4W6 TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A4X2 
       17.79         6.67        10.42         5.49        14.86         2.66 
TCGA-NF-A5CP TCGA-NG-A4VU 
        5.49        14.53 

$`DEL PEAK 28(16Q23.1) WILD-TYPE`
TCGA-N5-A4RN TCGA-N5-A4RV TCGA-N6-A4VD TCGA-N6-A4VG TCGA-N8-A56S TCGA-N9-A4PZ 
       24.00        59.70         3.68        39.75         9.70        21.93 
TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-NA-A4QV TCGA-NA-A4QX TCGA-NA-A5I1 
       67.17        54.97        35.80        93.40        27.39        85.35 
TCGA-ND-A4WA TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NG-A4VW TCGA-QM-A5NM 
       23.47        15.16         9.80        31.20         5.42 

  DEL PEAK 28(16Q23.1) MUTATED DEL PEAK 28(16Q23.1) WILD-TYPE 
                          0.26                           3.68 
  DEL PEAK 28(16Q23.1) MUTATED DEL PEAK 28(16Q23.1) WILD-TYPE 
                         74.37                          93.40 
  DEL PEAK 28(16Q23.1) MUTATED DEL PEAK 28(16Q23.1) WILD-TYPE 
                        16.485                         27.390 
[1] "0.3 - 74.4 (16.5)" "3.7 - 93.4 (27.4)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 28(16Q23.1) WILD-TYPE" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 28(16Q23.1) WILD-TYPE" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 28(16Q23.1) WILD-TYPE" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 28(16Q23.1) WILD-TYPE" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 28(16Q23.1) WILD-TYPE" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 28(16Q23.1) WILD-TYPE" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
"DEL PEAK 28(16Q23.1) WILD-TYPE"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 28(16Q23.1) MUTATED"   "DEL PEAK 28(16Q23.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 28(16Q23.1) MUTATED" "DEL PEAK 28(16Q23.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 28(16Q23.1) WILD-TYPE" 
[1] "hr=" "2.7"
D53V2, continuous

Clustering(54) Variable = DEL PEAK 29(17P13.1) MUTATION ANALYSIS
D54V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 29(17P13.1) MUTATED   17 25
  DEL PEAK 29(17P13.1) WILD-TYPE  5  8
  DEL PEAK 29(17P13.1) MUTATED DEL PEAK 29(17P13.1) WILD-TYPE 
                            42                             13 
  DEL PEAK 29(17P13.1) MUTATED DEL PEAK 29(17P13.1) WILD-TYPE 
                            25                              8 
$`DEL PEAK 29(17P13.1) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN 
       52.31         4.67        47.31        18.08         4.87        24.00 
TCGA-N5-A4RO TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59E TCGA-N5-A59F 
       22.52        69.63        50.17        59.70        14.70        11.87 
TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VE TCGA-N6-A4VG TCGA-N7-A4Y5 TCGA-N7-A4Y8 
       17.42        19.63         9.57        39.75         0.26        12.43 
TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4PZ 
       27.25        26.70        25.68        15.48         9.70        21.93 
TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX 
       67.17        54.97        35.80        93.40        74.37        27.39 
TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA 
        3.75        17.79         6.67        85.35        10.42        23.47 
TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU TCGA-QM-A5NM 
        5.49         9.80         2.66         5.49        14.53         5.42 

$`DEL PEAK 29(17P13.1) WILD-TYPE`
TCGA-N5-A4RS TCGA-N6-A4VD TCGA-N6-A4VF TCGA-N7-A4Y0 TCGA-N7-A59B TCGA-N8-A4PI 
       29.95         3.68        17.16        25.35        13.38        26.63 
TCGA-N8-A4PL TCGA-N8-A4PQ TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-ND-A4WC TCGA-NF-A4WX 
       13.74        18.81        19.86        15.81        15.16        14.86 
TCGA-NG-A4VW 
       31.20 

  DEL PEAK 29(17P13.1) MUTATED DEL PEAK 29(17P13.1) WILD-TYPE 
                          0.26                           3.68 
  DEL PEAK 29(17P13.1) MUTATED DEL PEAK 29(17P13.1) WILD-TYPE 
                          93.4                           31.2 
  DEL PEAK 29(17P13.1) MUTATED DEL PEAK 29(17P13.1) WILD-TYPE 
                        18.855                         17.160 
[1] "0.3 - 93.4 (18.9)" "3.7 - 31.2 (17.2)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 29(17P13.1) WILD-TYPE" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 29(17P13.1) WILD-TYPE"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 29(17P13.1) WILD-TYPE"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 29(17P13.1) WILD-TYPE"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 29(17P13.1) WILD-TYPE" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 29(17P13.1) WILD-TYPE"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 29(17P13.1) WILD-TYPE"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 29(17P13.1) WILD-TYPE"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 29(17P13.1) WILD-TYPE" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 29(17P13.1) WILD-TYPE"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 29(17P13.1) WILD-TYPE"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 29(17P13.1) WILD-TYPE"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 29(17P13.1) MUTATED"   "DEL PEAK 29(17P13.1) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 29(17P13.1) MUTATED" "DEL PEAK 29(17P13.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 29(17P13.1) MUTATED" 
[1] "hr=" "1.2"
D54V2, continuous

Clustering(55) Variable = DEL PEAK 30(17Q21.32) MUTATION ANALYSIS
D55V1, survival
                                 sevent
clus2                              0  1
  DEL PEAK 30(17Q21.32) MUTATED    5 14
  DEL PEAK 30(17Q21.32) WILD-TYPE 17 19
  DEL PEAK 30(17Q21.32) MUTATED DEL PEAK 30(17Q21.32) WILD-TYPE 
                             19                              36 
  DEL PEAK 30(17Q21.32) MUTATED DEL PEAK 30(17Q21.32) WILD-TYPE 
                             14                              19 
$`DEL PEAK 30(17Q21.32) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RO TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4VG TCGA-N7-A4Y8 
        4.67        22.52        14.70        11.87        39.75        12.43 
TCGA-N7-A59B TCGA-N8-A4PM TCGA-N8-A4PQ TCGA-N9-A4Q1 TCGA-N9-A4Q8 TCGA-NA-A4QX 
       13.38        27.25        18.81        67.17        15.81        27.39 
TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-ND-A4W6 TCGA-ND-A4WF TCGA-NF-A5CP TCGA-NG-A4VU 
       17.79         6.67        10.42         5.49         5.49        14.53 
TCGA-QM-A5NM 
        5.42 

$`DEL PEAK 30(17Q21.32) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RS 
       52.31        47.31        18.08         4.87        24.00        29.95 
TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD 
       69.63        50.17        59.70        17.42        19.63         3.68 
TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N8-A4PI TCGA-N8-A4PL 
        9.57        17.16        25.35         0.26        26.63        13.74 
TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q3 
       26.70        25.68        15.48         9.70        21.93        54.97 
TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QY TCGA-NA-A5I1 
       35.80        19.86        93.40        74.37         3.75        85.35 
TCGA-ND-A4WA TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NG-A4VW 
       23.47        15.16         9.80        14.86         2.66        31.20 

  DEL PEAK 30(17Q21.32) MUTATED DEL PEAK 30(17Q21.32) WILD-TYPE 
                           4.67                            0.26 
  DEL PEAK 30(17Q21.32) MUTATED DEL PEAK 30(17Q21.32) WILD-TYPE 
                          67.17                           93.40 
  DEL PEAK 30(17Q21.32) MUTATED DEL PEAK 30(17Q21.32) WILD-TYPE 
                          14.53                           22.70 
[1] "4.7 - 67.2 (14.5)" "0.3 - 93.4 (22.7)"
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"DEL PEAK 30(17Q21.32) WILD-TYPE" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"DEL PEAK 30(17Q21.32) WILD-TYPE"   "DEL PEAK 30(17Q21.32) MUTATED" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "DEL PEAK 30(17Q21.32) MUTATED" "DEL PEAK 30(17Q21.32) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "DEL PEAK 30(17Q21.32) MUTATED" 
[1] "hr=" "2.2"
D55V2, continuous

Clustering(56) Variable = DEL PEAK 31(18Q22.2) MUTATION ANALYSIS
D56V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 31(18Q22.2) MUTATED   11 14
  DEL PEAK 31(18Q22.2) WILD-TYPE 11 19
  DEL PEAK 31(18Q22.2) MUTATED DEL PEAK 31(18Q22.2) WILD-TYPE 
                            25                             30 
  DEL PEAK 31(18Q22.2) MUTATED DEL PEAK 31(18Q22.2) WILD-TYPE 
                            14                             19 
$`DEL PEAK 31(18Q22.2) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO TCGA-N5-A59E 
        4.67        18.08         4.87        24.00        22.52        14.70 
TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N8-A4PL TCGA-N8-A4PN TCGA-N9-A4Q1 TCGA-N9-A4Q3 
       11.87        17.42        13.74        26.70        67.17        54.97 
TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4R0 
       35.80        19.86        93.40        74.37        27.39        17.79 
TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A5CP 
       85.35        10.42        23.47        15.16         9.80         5.49 
TCGA-NG-A4VU 
       14.53 

$`DEL PEAK 31(18Q22.2) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RF TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV 
       52.31        47.31        29.95        69.63        50.17        59.70 
TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y0 
       19.63         3.68         9.57        17.16        39.75        25.35 
TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PM TCGA-N8-A4PO 
        0.26        12.43        13.38        26.63        27.25        25.68 
TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q8 TCGA-NA-A4QY 
       15.48        18.81         9.70        21.93        15.81         3.75 
TCGA-NA-A4R1 TCGA-ND-A4WF TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NG-A4VW TCGA-QM-A5NM 
        6.67         5.49        14.86         2.66        31.20         5.42 

  DEL PEAK 31(18Q22.2) MUTATED DEL PEAK 31(18Q22.2) WILD-TYPE 
                          4.67                           0.26 
  DEL PEAK 31(18Q22.2) MUTATED DEL PEAK 31(18Q22.2) WILD-TYPE 
                         93.40                          69.63 
  DEL PEAK 31(18Q22.2) MUTATED DEL PEAK 31(18Q22.2) WILD-TYPE 
                        18.080                         17.985 
[1] "4.7 - 93.4 (18.1)" "0.3 - 69.6 (18.0)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
"DEL PEAK 31(18Q22.2) WILD-TYPE" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 31(18Q22.2) MUTATED"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 31(18Q22.2) WILD-TYPE"   "DEL PEAK 31(18Q22.2) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
  "DEL PEAK 31(18Q22.2) MUTATED" "DEL PEAK 31(18Q22.2) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 31(18Q22.2) WILD-TYPE" 
[1] "hr=" "1.3"
D56V2, continuous

Clustering(57) Variable = DEL PEAK 32(19P13.3) MUTATION ANALYSIS
D57V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 32(19P13.3) MUTATED   19 28
  DEL PEAK 32(19P13.3) WILD-TYPE  3  5
  DEL PEAK 32(19P13.3) MUTATED DEL PEAK 32(19P13.3) WILD-TYPE 
                            47                              8 
  DEL PEAK 32(19P13.3) MUTATED DEL PEAK 32(19P13.3) WILD-TYPE 
                            28                              5 
$`DEL PEAK 32(19P13.3) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN 
       52.31         4.67        47.31        18.08         4.87        24.00 
TCGA-N5-A4RO TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59E 
       22.52        29.95        69.63        50.17        59.70        14.70 
TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VE TCGA-N6-A4VG TCGA-N7-A4Y5 
       11.87        17.42        19.63         9.57        39.75         0.26 
TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PN 
       12.43        13.38        26.63        13.74        27.25        26.70 
TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A4PQ TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q1 
       25.68        15.48        18.81         9.70        21.93        67.17 
TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW 
       54.97        35.80        19.86        15.81        93.40        74.37 
TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 
       27.39         3.75        17.79         6.67        85.35        10.42 
TCGA-ND-A4WA TCGA-ND-A4WF TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A5CP 
       23.47         5.49         9.80        14.86         5.49 

$`DEL PEAK 32(19P13.3) WILD-TYPE`
TCGA-N6-A4VD TCGA-N6-A4VF TCGA-N7-A4Y0 TCGA-ND-A4WC TCGA-NF-A4X2 TCGA-NG-A4VU 
        3.68        17.16        25.35        15.16         2.66        14.53 
TCGA-NG-A4VW TCGA-QM-A5NM 
       31.20         5.42 

  DEL PEAK 32(19P13.3) MUTATED DEL PEAK 32(19P13.3) WILD-TYPE 
                          0.26                           2.66 
  DEL PEAK 32(19P13.3) MUTATED DEL PEAK 32(19P13.3) WILD-TYPE 
                          93.4                           31.2 
  DEL PEAK 32(19P13.3) MUTATED DEL PEAK 32(19P13.3) WILD-TYPE 
                        19.630                         14.845 
[1] "0.3 - 93.4 (19.6)" "2.7 - 31.2 (14.8)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 32(19P13.3) MUTATED" "DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 32(19P13.3) MUTATED" "DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 32(19P13.3) MUTATED" "DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 32(19P13.3) WILD-TYPE"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 32(19P13.3) WILD-TYPE"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 32(19P13.3) WILD-TYPE" "DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 32(19P13.3) MUTATED" "DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 32(19P13.3) MUTATED" "DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 32(19P13.3) MUTATED" "DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 32(19P13.3) WILD-TYPE"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 32(19P13.3) WILD-TYPE"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 32(19P13.3) WILD-TYPE" "DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
  "DEL PEAK 32(19P13.3) MUTATED" "DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
  "DEL PEAK 32(19P13.3) MUTATED" "DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 32(19P13.3) MUTATED" "DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 32(19P13.3) WILD-TYPE"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 32(19P13.3) MUTATED"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
"DEL PEAK 32(19P13.3) WILD-TYPE"   "DEL PEAK 32(19P13.3) MUTATED" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 32(19P13.3) WILD-TYPE" "DEL PEAK 32(19P13.3) WILD-TYPE" 
                    TCGA-QM-A5NM 
"DEL PEAK 32(19P13.3) WILD-TYPE" 
[1] "hr=" "1.8"
D57V2, continuous

Clustering(58) Variable = DEL PEAK 33(19Q13.33) MUTATION ANALYSIS
D58V1, survival
                                 sevent
clus2                              0  1
  DEL PEAK 33(19Q13.33) MUTATED    6 11
  DEL PEAK 33(19Q13.33) WILD-TYPE 16 22
  DEL PEAK 33(19Q13.33) MUTATED DEL PEAK 33(19Q13.33) WILD-TYPE 
                             17                              38 
  DEL PEAK 33(19Q13.33) MUTATED DEL PEAK 33(19Q13.33) WILD-TYPE 
                             11                              22 
$`DEL PEAK 33(19Q13.33) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RM TCGA-N5-A4RO TCGA-N5-A4RT TCGA-N5-A4RV TCGA-N6-A4VC 
       52.31         4.87        22.52        69.63        59.70        19.63 
TCGA-N8-A4PN TCGA-N8-A4PP TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-N9-A4Q4 TCGA-NA-A4QV 
       26.70        15.48         9.70        67.17        35.80        93.40 
TCGA-NA-A4QW TCGA-NA-A4QX TCGA-NA-A4R0 TCGA-ND-A4WF TCGA-NG-A4VU 
       74.37        27.39        17.79         5.49        14.53 

$`DEL PEAK 33(19Q13.33) WILD-TYPE`
TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RS TCGA-N5-A4RU 
        4.67        47.31        18.08        24.00        29.95        50.17 
TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF 
       14.70        11.87        17.42         3.68         9.57        17.16 
TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI 
       39.75        25.35         0.26        12.43        13.38        26.63 
TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PO TCGA-N8-A4PQ TCGA-N9-A4PZ TCGA-N9-A4Q3 
       13.74        27.25        25.68        18.81        21.93        54.97 
TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QY TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 
       19.86        15.81         3.75         6.67        85.35        10.42 
TCGA-ND-A4WA TCGA-ND-A4WC TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP 
       23.47        15.16         9.80        14.86         2.66         5.49 
TCGA-NG-A4VW TCGA-QM-A5NM 
       31.20         5.42 

  DEL PEAK 33(19Q13.33) MUTATED DEL PEAK 33(19Q13.33) WILD-TYPE 
                           4.87                            0.26 
  DEL PEAK 33(19Q13.33) MUTATED DEL PEAK 33(19Q13.33) WILD-TYPE 
                          93.40                           85.35 
  DEL PEAK 33(19Q13.33) MUTATED DEL PEAK 33(19Q13.33) WILD-TYPE 
                         26.700                          16.485 
[1] "4.9 - 93.4 (26.7)" "0.3 - 85.3 (16.5)"
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
"DEL PEAK 33(19Q13.33) WILD-TYPE"   "DEL PEAK 33(19Q13.33) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
  "DEL PEAK 33(19Q13.33) MUTATED"   "DEL PEAK 33(19Q13.33) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
"DEL PEAK 33(19Q13.33) WILD-TYPE"   "DEL PEAK 33(19Q13.33) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 33(19Q13.33) WILD-TYPE"   "DEL PEAK 33(19Q13.33) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-QM-A5NM 
"DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
"DEL PEAK 33(19Q13.33) WILD-TYPE"   "DEL PEAK 33(19Q13.33) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
  "DEL PEAK 33(19Q13.33) MUTATED"   "DEL PEAK 33(19Q13.33) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
"DEL PEAK 33(19Q13.33) WILD-TYPE"   "DEL PEAK 33(19Q13.33) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 33(19Q13.33) WILD-TYPE"   "DEL PEAK 33(19Q13.33) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-QM-A5NM 
"DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
"DEL PEAK 33(19Q13.33) WILD-TYPE"   "DEL PEAK 33(19Q13.33) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
  "DEL PEAK 33(19Q13.33) MUTATED"   "DEL PEAK 33(19Q13.33) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
"DEL PEAK 33(19Q13.33) WILD-TYPE"   "DEL PEAK 33(19Q13.33) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
"DEL PEAK 33(19Q13.33) WILD-TYPE"   "DEL PEAK 33(19Q13.33) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
"DEL PEAK 33(19Q13.33) WILD-TYPE" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "DEL PEAK 33(19Q13.33) MUTATED" "DEL PEAK 33(19Q13.33) WILD-TYPE" 
                     TCGA-QM-A5NM 
"DEL PEAK 33(19Q13.33) WILD-TYPE" 
[1] "hr=" "1.5"
D58V2, continuous

Clustering(59) Variable = DEL PEAK 34(20P12.1) MUTATION ANALYSIS
D59V1, survival
                                sevent
clus2                             0  1
  DEL PEAK 34(20P12.1) MUTATED    5  4
  DEL PEAK 34(20P12.1) WILD-TYPE 17 29
  DEL PEAK 34(20P12.1) MUTATED DEL PEAK 34(20P12.1) WILD-TYPE 
                             9                             46 
  DEL PEAK 34(20P12.1) MUTATED DEL PEAK 34(20P12.1) WILD-TYPE 
                             4                             29 
$`DEL PEAK 34(20P12.1) MUTATED`
TCGA-N5-A4RJ TCGA-N6-A4VG TCGA-N8-A4PP TCGA-N8-A56S TCGA-NA-A4QW TCGA-NA-A4R0 
       18.08        39.75        15.48         9.70        74.37        17.79 
TCGA-NF-A4WU TCGA-NF-A4X2 TCGA-QM-A5NM 
        9.80         2.66         5.42 

$`DEL PEAK 34(20P12.1) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO 
       52.31         4.67        47.31         4.87        24.00        22.52 
TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59E TCGA-N5-A59F 
       29.95        69.63        50.17        59.70        14.70        11.87 
TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N7-A4Y0 
       17.42        19.63         3.68         9.57        17.16        25.35 
TCGA-N7-A4Y5 TCGA-N7-A4Y8 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PM 
        0.26        12.43        13.38        26.63        13.74        27.25 
TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PQ TCGA-N9-A4PZ TCGA-N9-A4Q1 TCGA-N9-A4Q3 
       26.70        25.68        18.81        21.93        67.17        54.97 
TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QX TCGA-NA-A4QY 
       35.80        19.86        15.81        93.40        27.39         3.75 
TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-ND-A4WF 
        6.67        85.35        10.42        23.47        15.16         5.49 
TCGA-NF-A4WX TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW 
       14.86         5.49        14.53        31.20 

  DEL PEAK 34(20P12.1) MUTATED DEL PEAK 34(20P12.1) WILD-TYPE 
                          2.66                           0.26 
  DEL PEAK 34(20P12.1) MUTATED DEL PEAK 34(20P12.1) WILD-TYPE 
                         74.37                          93.40 
  DEL PEAK 34(20P12.1) MUTATED DEL PEAK 34(20P12.1) WILD-TYPE 
                        15.480                         19.745 
[1] "2.7 - 74.4 (15.5)" "0.3 - 93.4 (19.7)"
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 34(20P12.1) WILD-TYPE"   "DEL PEAK 34(20P12.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 34(20P12.1) WILD-TYPE"   "DEL PEAK 34(20P12.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 34(20P12.1) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 34(20P12.1) WILD-TYPE"   "DEL PEAK 34(20P12.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 34(20P12.1) WILD-TYPE"   "DEL PEAK 34(20P12.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 34(20P12.1) MUTATED" 
                    TCGA-N5-A4RA                     TCGA-N5-A4RD 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A4RF                     TCGA-N5-A4RJ 
"DEL PEAK 34(20P12.1) WILD-TYPE"   "DEL PEAK 34(20P12.1) MUTATED" 
                    TCGA-N5-A4RM                     TCGA-N5-A4RN 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A4RO                     TCGA-N5-A4RS 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A4RT                     TCGA-N5-A4RU 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A4RV                     TCGA-N5-A59E 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N5-A59F                     TCGA-N6-A4V9 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N6-A4VC                     TCGA-N6-A4VD 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N6-A4VE                     TCGA-N6-A4VF 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N6-A4VG                     TCGA-N7-A4Y0 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N7-A4Y5                     TCGA-N7-A4Y8 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N7-A59B                     TCGA-N8-A4PI 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N8-A4PL                     TCGA-N8-A4PM 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N8-A4PN                     TCGA-N8-A4PO 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N8-A4PP                     TCGA-N8-A4PQ 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N8-A56S                     TCGA-N9-A4PZ 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N9-A4Q1                     TCGA-N9-A4Q3 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N9-A4Q4                     TCGA-N9-A4Q7 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-N9-A4Q8                     TCGA-NA-A4QV 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NA-A4QW                     TCGA-NA-A4QX 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NA-A4QY                     TCGA-NA-A4R0 
"DEL PEAK 34(20P12.1) WILD-TYPE"   "DEL PEAK 34(20P12.1) MUTATED" 
                    TCGA-NA-A4R1                     TCGA-NA-A5I1 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-ND-A4W6                     TCGA-ND-A4WA 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-ND-A4WC                     TCGA-ND-A4WF 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NF-A4WU                     TCGA-NF-A4WX 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NF-A4X2                     TCGA-NF-A5CP 
  "DEL PEAK 34(20P12.1) MUTATED" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-NG-A4VU                     TCGA-NG-A4VW 
"DEL PEAK 34(20P12.1) WILD-TYPE" "DEL PEAK 34(20P12.1) WILD-TYPE" 
                    TCGA-QM-A5NM 
  "DEL PEAK 34(20P12.1) MUTATED" 
[1] "hr=" "1.1"
D59V2, continuous

Clustering(60) Variable = DEL PEAK 35(22Q13.31) MUTATION ANALYSIS
D60V1, survival
                                 sevent
clus2                              0  1
  DEL PEAK 35(22Q13.31) MUTATED   16 24
  DEL PEAK 35(22Q13.31) WILD-TYPE  6  9
  DEL PEAK 35(22Q13.31) MUTATED DEL PEAK 35(22Q13.31) WILD-TYPE 
                             40                              15 
  DEL PEAK 35(22Q13.31) MUTATED DEL PEAK 35(22Q13.31) WILD-TYPE 
                             24                               9 
$`DEL PEAK 35(22Q13.31) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RN TCGA-N5-A4RO 
       52.31         4.67        18.08         4.87        24.00        22.52 
TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N5-A59F TCGA-N6-A4V9 
       29.95        69.63        50.17        59.70        11.87        17.42 
TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y5 TCGA-N7-A4Y8 
        3.68         9.57        17.16        39.75         0.26        12.43 
TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PO TCGA-N8-A4PP 
       13.38        26.63        13.74        27.25        25.68        15.48 
TCGA-N8-A56S TCGA-N9-A4PZ TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-NA-A4QV TCGA-NA-A4QX 
        9.70        21.93        35.80        19.86        93.40        27.39 
TCGA-NA-A4R0 TCGA-NA-A4R1 TCGA-NA-A5I1 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-ND-A4WF 
       17.79         6.67        85.35        23.47        15.16         5.49 
TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NG-A4VU TCGA-QM-A5NM 
       14.86         2.66        14.53         5.42 

$`DEL PEAK 35(22Q13.31) WILD-TYPE`
TCGA-N5-A4RF TCGA-N5-A59E TCGA-N6-A4VC TCGA-N7-A4Y0 TCGA-N8-A4PN TCGA-N8-A4PQ 
       47.31        14.70        19.63        25.35        26.70        18.81 
TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q8 TCGA-NA-A4QW TCGA-NA-A4QY TCGA-ND-A4W6 
       67.17        54.97        15.81        74.37         3.75        10.42 
TCGA-NF-A4WU TCGA-NF-A5CP TCGA-NG-A4VW 
        9.80         5.49        31.20 

  DEL PEAK 35(22Q13.31) MUTATED DEL PEAK 35(22Q13.31) WILD-TYPE 
                           0.26                            3.75 
  DEL PEAK 35(22Q13.31) MUTATED DEL PEAK 35(22Q13.31) WILD-TYPE 
                          93.40                           74.37 
  DEL PEAK 35(22Q13.31) MUTATED DEL PEAK 35(22Q13.31) WILD-TYPE 
                         17.605                          19.630 
[1] "0.3 - 93.4 (17.6)" "3.8 - 74.4 (19.6)"
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
"DEL PEAK 35(22Q13.31) WILD-TYPE" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
"DEL PEAK 35(22Q13.31) WILD-TYPE" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RA                      TCGA-N5-A4RD 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RF                      TCGA-N5-A4RJ 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RM                      TCGA-N5-A4RN 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RO                      TCGA-N5-A4RS 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RT                      TCGA-N5-A4RU 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N5-A4RV                      TCGA-N5-A59E 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-N5-A59F                      TCGA-N6-A4V9 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N6-A4VC                      TCGA-N6-A4VD 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N6-A4VE                      TCGA-N6-A4VF 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N6-A4VG                      TCGA-N7-A4Y0 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-N7-A4Y5                      TCGA-N7-A4Y8 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N7-A59B                      TCGA-N8-A4PI 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N8-A4PL                      TCGA-N8-A4PM 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N8-A4PN                      TCGA-N8-A4PO 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N8-A4PP                      TCGA-N8-A4PQ 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-N8-A56S                      TCGA-N9-A4PZ 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N9-A4Q1                      TCGA-N9-A4Q3 
"DEL PEAK 35(22Q13.31) WILD-TYPE" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-N9-A4Q4                      TCGA-N9-A4Q7 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-N9-A4Q8                      TCGA-NA-A4QV 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NA-A4QW                      TCGA-NA-A4QX 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NA-A4QY                      TCGA-NA-A4R0 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NA-A4R1                      TCGA-NA-A5I1 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-ND-A4W6                      TCGA-ND-A4WA 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-ND-A4WC                      TCGA-ND-A4WF 
  "DEL PEAK 35(22Q13.31) MUTATED"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NF-A4WU                      TCGA-NF-A4WX 
"DEL PEAK 35(22Q13.31) WILD-TYPE"   "DEL PEAK 35(22Q13.31) MUTATED" 
                     TCGA-NF-A4X2                      TCGA-NF-A5CP 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-NG-A4VU                      TCGA-NG-A4VW 
  "DEL PEAK 35(22Q13.31) MUTATED" "DEL PEAK 35(22Q13.31) WILD-TYPE" 
                     TCGA-QM-A5NM 
  "DEL PEAK 35(22Q13.31) MUTATED" 
[1] "hr=" "1.2"
D60V2, continuous

Clustering(61) Variable = DEL PEAK 36(XP21.1) MUTATION ANALYSIS
D61V1, survival
                               sevent
clus2                            0  1
  DEL PEAK 36(XP21.1) MUTATED    5 13
  DEL PEAK 36(XP21.1) WILD-TYPE 17 20
  DEL PEAK 36(XP21.1) MUTATED DEL PEAK 36(XP21.1) WILD-TYPE 
                           18                            37 
  DEL PEAK 36(XP21.1) MUTATED DEL PEAK 36(XP21.1) WILD-TYPE 
                           13                            20 
$`DEL PEAK 36(XP21.1) MUTATED`
TCGA-N5-A4RD TCGA-N5-A4RN TCGA-N5-A4RS TCGA-N5-A4RT TCGA-N5-A4RU TCGA-N6-A4V9 
        4.67        24.00        29.95        69.63        50.17        17.42 
TCGA-N7-A4Y5 TCGA-N7-A59B TCGA-N8-A4PI TCGA-N8-A4PO TCGA-N8-A4PP TCGA-N8-A56S 
        0.26        13.38        26.63        25.68        15.48         9.70 
TCGA-N9-A4PZ TCGA-NA-A4QX TCGA-NA-A4R1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WF 
       21.93        27.39         6.67        10.42        23.47         5.49 

$`DEL PEAK 36(XP21.1) WILD-TYPE`
TCGA-N5-A4RA TCGA-N5-A4RF TCGA-N5-A4RJ TCGA-N5-A4RM TCGA-N5-A4RO TCGA-N5-A4RV 
       52.31        47.31        18.08         4.87        22.52        59.70 
TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4VC TCGA-N6-A4VD TCGA-N6-A4VE TCGA-N6-A4VF 
       14.70        11.87        19.63         3.68         9.57        17.16 
TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N7-A4Y8 TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PN 
       39.75        25.35        12.43        13.74        27.25        26.70 
TCGA-N8-A4PQ TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-N9-A4Q8 
       18.81        67.17        54.97        35.80        19.86        15.81 
TCGA-NA-A4QV TCGA-NA-A4QW TCGA-NA-A4QY TCGA-NA-A4R0 TCGA-NA-A5I1 TCGA-ND-A4WC 
       93.40        74.37         3.75        17.79        85.35        15.16 
TCGA-NF-A4WU TCGA-NF-A4WX TCGA-NF-A4X2 TCGA-NF-A5CP TCGA-NG-A4VU TCGA-NG-A4VW 
        9.80        14.86         2.66         5.49        14.53        31.20 
TCGA-QM-A5NM 
        5.42 

  DEL PEAK 36(XP21.1) MUTATED DEL PEAK 36(XP21.1) WILD-TYPE 
                         0.26                          2.66 
  DEL PEAK 36(XP21.1) MUTATED DEL PEAK 36(XP21.1) WILD-TYPE 
                        69.63                         93.40 
  DEL PEAK 36(XP21.1) MUTATED DEL PEAK 36(XP21.1) WILD-TYPE 
                       19.675                        18.080 
[1] "0.3 - 69.6 (19.7)" "2.7 - 93.4 (18.1)"
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK 36(XP21.1) MUTATED"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK 36(XP21.1) MUTATED" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "DEL PEAK 36(XP21.1) MUTATED"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK 36(XP21.1) MUTATED" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK 36(XP21.1) MUTATED"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "DEL PEAK 36(XP21.1) MUTATED" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK 36(XP21.1) MUTATED"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK 36(XP21.1) MUTATED"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK 36(XP21.1) MUTATED" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "DEL PEAK 36(XP21.1) MUTATED"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK 36(XP21.1) MUTATED" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK 36(XP21.1) MUTATED"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "DEL PEAK 36(XP21.1) MUTATED" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK 36(XP21.1) MUTATED"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N5-A4RA                    TCGA-N5-A4RD 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N5-A4RF                    TCGA-N5-A4RJ 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N5-A4RM                    TCGA-N5-A4RN 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N5-A4RO                    TCGA-N5-A4RS 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N5-A4RT                    TCGA-N5-A4RU 
  "DEL PEAK 36(XP21.1) MUTATED"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N5-A4RV                    TCGA-N5-A59E 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N5-A59F                    TCGA-N6-A4V9 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N6-A4VC                    TCGA-N6-A4VD 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N6-A4VE                    TCGA-N6-A4VF 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N6-A4VG                    TCGA-N7-A4Y0 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N7-A4Y5                    TCGA-N7-A4Y8 
  "DEL PEAK 36(XP21.1) MUTATED" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N7-A59B                    TCGA-N8-A4PI 
  "DEL PEAK 36(XP21.1) MUTATED"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N8-A4PL                    TCGA-N8-A4PM 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N8-A4PN                    TCGA-N8-A4PO 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N8-A4PP                    TCGA-N8-A4PQ 
  "DEL PEAK 36(XP21.1) MUTATED" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N8-A56S                    TCGA-N9-A4PZ 
  "DEL PEAK 36(XP21.1) MUTATED"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-N9-A4Q1                    TCGA-N9-A4Q3 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N9-A4Q4                    TCGA-N9-A4Q7 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-N9-A4Q8                    TCGA-NA-A4QV 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-NA-A4QW                    TCGA-NA-A4QX 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-NA-A4QY                    TCGA-NA-A4R0 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-NA-A4R1                    TCGA-NA-A5I1 
  "DEL PEAK 36(XP21.1) MUTATED" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-ND-A4W6                    TCGA-ND-A4WA 
  "DEL PEAK 36(XP21.1) MUTATED"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-ND-A4WC                    TCGA-ND-A4WF 
"DEL PEAK 36(XP21.1) WILD-TYPE"   "DEL PEAK 36(XP21.1) MUTATED" 
                   TCGA-NF-A4WU                    TCGA-NF-A4WX 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-NF-A4X2                    TCGA-NF-A5CP 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-NG-A4VU                    TCGA-NG-A4VW 
"DEL PEAK 36(XP21.1) WILD-TYPE" "DEL PEAK 36(XP21.1) WILD-TYPE" 
                   TCGA-QM-A5NM 
"DEL PEAK 36(XP21.1) WILD-TYPE" 
[1] "hr=" "1.5"
D61V2, continuous

Clustering(62) Variable = DEL PEAK 37(XQ25) MUTATION ANALYSIS
D62V1, survival
                             sevent
clus2                          0  1
  DEL PEAK 37(XQ25) MUTATED    8 14
  DEL PEAK 37(XQ25) WILD-TYPE 14 19
  DEL PEAK 37(XQ25) MUTATED DEL PEAK 37(XQ25) WILD-TYPE 
                         22                          33 
  DEL PEAK 37(XQ25) MUTATED DEL PEAK 37(XQ25) WILD-TYPE 
                         14                          19 
$`DEL PEAK 37(XQ25) MUTATED`
TCGA-N5-A4RA TCGA-N5-A4RD TCGA-N5-A4RF TCGA-N5-A4RM TCGA-N5-A4RO TCGA-N5-A4RT 
       52.31         4.67        47.31         4.87        22.52        69.63 
TCGA-N5-A59E TCGA-N5-A59F TCGA-N6-A4V9 TCGA-N6-A4VC TCGA-N7-A4Y5 TCGA-N8-A4PP 
       14.70        11.87        17.42        19.63         0.26        15.48 
TCGA-N8-A56S TCGA-N9-A4Q1 TCGA-N9-A4Q3 TCGA-N9-A4Q8 TCGA-NA-A4QV TCGA-NA-A4QW 
        9.70        67.17        54.97        15.81        93.40        74.37 
TCGA-NA-A4R1 TCGA-NF-A4X2 TCGA-NG-A4VU TCGA-QM-A5NM 
        6.67         2.66        14.53         5.42 

$`DEL PEAK 37(XQ25) WILD-TYPE`
TCGA-N5-A4RJ TCGA-N5-A4RN TCGA-N5-A4RS TCGA-N5-A4RU TCGA-N5-A4RV TCGA-N6-A4VD 
       18.08        24.00        29.95        50.17        59.70         3.68 
TCGA-N6-A4VE TCGA-N6-A4VF TCGA-N6-A4VG TCGA-N7-A4Y0 TCGA-N7-A4Y8 TCGA-N7-A59B 
        9.57        17.16        39.75        25.35        12.43        13.38 
TCGA-N8-A4PI TCGA-N8-A4PL TCGA-N8-A4PM TCGA-N8-A4PN TCGA-N8-A4PO TCGA-N8-A4PQ 
       26.63        13.74        27.25        26.70        25.68        18.81 
TCGA-N9-A4PZ TCGA-N9-A4Q4 TCGA-N9-A4Q7 TCGA-NA-A4QX TCGA-NA-A4QY TCGA-NA-A4R0 
       21.93        35.80        19.86        27.39         3.75        17.79 
TCGA-NA-A5I1 TCGA-ND-A4W6 TCGA-ND-A4WA TCGA-ND-A4WC TCGA-ND-A4WF TCGA-NF-A4WU 
       85.35        10.42        23.47        15.16         5.49         9.80 
TCGA-NF-A4WX TCGA-NF-A5CP TCGA-NG-A4VW 
       14.86         5.49        31.20 

  DEL PEAK 37(XQ25) MUTATED DEL PEAK 37(XQ25) WILD-TYPE 
                       0.26                        3.68 
  DEL PEAK 37(XQ25) MUTATED DEL PEAK 37(XQ25) WILD-TYPE 
                      93.40                       85.35 
  DEL PEAK 37(XQ25) MUTATED DEL PEAK 37(XQ25) WILD-TYPE 
                     15.645                      19.860 
[1] "0.3 - 93.4 (15.6)" "3.7 - 85.3 (19.9)"
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
  "DEL PEAK 37(XQ25) MUTATED"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
"DEL PEAK 37(XQ25) WILD-TYPE"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "DEL PEAK 37(XQ25) MUTATED"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
  "DEL PEAK 37(XQ25) MUTATED"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
  "DEL PEAK 37(XQ25) MUTATED"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-QM-A5NM 
  "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
  "DEL PEAK 37(XQ25) MUTATED"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
"DEL PEAK 37(XQ25) WILD-TYPE"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "DEL PEAK 37(XQ25) MUTATED"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
  "DEL PEAK 37(XQ25) MUTATED"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
  "DEL PEAK 37(XQ25) MUTATED"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-QM-A5NM 
  "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N5-A4RA                  TCGA-N5-A4RD 
  "DEL PEAK 37(XQ25) MUTATED"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N5-A4RF                  TCGA-N5-A4RJ 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N5-A4RM                  TCGA-N5-A4RN 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N5-A4RO                  TCGA-N5-A4RS 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N5-A4RT                  TCGA-N5-A4RU 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N5-A4RV                  TCGA-N5-A59E 
"DEL PEAK 37(XQ25) WILD-TYPE"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N5-A59F                  TCGA-N6-A4V9 
  "DEL PEAK 37(XQ25) MUTATED"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N6-A4VC                  TCGA-N6-A4VD 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N6-A4VE                  TCGA-N6-A4VF 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N6-A4VG                  TCGA-N7-A4Y0 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N7-A4Y5                  TCGA-N7-A4Y8 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N7-A59B                  TCGA-N8-A4PI 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N8-A4PL                  TCGA-N8-A4PM 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N8-A4PN                  TCGA-N8-A4PO 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N8-A4PP                  TCGA-N8-A4PQ 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N8-A56S                  TCGA-N9-A4PZ 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N9-A4Q1                  TCGA-N9-A4Q3 
  "DEL PEAK 37(XQ25) MUTATED"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-N9-A4Q4                  TCGA-N9-A4Q7 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-N9-A4Q8                  TCGA-NA-A4QV 
  "DEL PEAK 37(XQ25) MUTATED"   "DEL PEAK 37(XQ25) MUTATED" 
                 TCGA-NA-A4QW                  TCGA-NA-A4QX 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NA-A4QY                  TCGA-NA-A4R0 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NA-A4R1                  TCGA-NA-A5I1 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-ND-A4W6                  TCGA-ND-A4WA 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-ND-A4WC                  TCGA-ND-A4WF 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NF-A4WU                  TCGA-NF-A4WX 
"DEL PEAK 37(XQ25) WILD-TYPE" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NF-A4X2                  TCGA-NF-A5CP 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-NG-A4VU                  TCGA-NG-A4VW 
  "DEL PEAK 37(XQ25) MUTATED" "DEL PEAK 37(XQ25) WILD-TYPE" 
                 TCGA-QM-A5NM 
  "DEL PEAK 37(XQ25) MUTATED" 
[1] "hr=" "1.1"
D62V2, continuous
> q(save="no")
