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

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> source("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Cluster_cnvs_onlysig.4.4139/CNV2ClinicalAnalysis_nozzle_onlysig.R")
> result <- main("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Cluster_cnvs_onlysig.4.4139/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-iD=/xchip/cga/gdac-prod/tcga-gdac-genepattern/jobResults/411525/all_lesions.conf_99.cnv.cluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_MergedClusteringPipeline/BRCA-TP/3157830/1.GDAC_mergedClustering.Finished/BRCA-TP.transferedmergedcluster.txt", "-fF=ALL", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=1", "-cQ=0.25", "-MF=ONLYSIG", "-oT=BRCA-TP", "-nV=Nozzle.R1", "-OP=MUTSIG", "-iT=", "-iX=")
[1] "nver"          "-nV=Nozzle.R1"
[1] "nfn"                                 "/xchip/tcga/Tools/Nozzle/v1.current"
[1] "Nozzle.R1"
[1] "successfully load Nozzle.R1"
[1] "ofn"         "-oT=BRCA-TP"
[1] "opt"        "-OP=MUTSIG"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"    "MUTSIG"
[1] "dx" ""  

nPatients in clinical file=929, in cluster file=913, common to both=913
[1]  64 913
[1] "Amp Peak  1(1p22.3)"
[1] 3
      AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE 
                          208                           705 
      AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE 
                          208                           705 
[1] "Amp Peak  2(1q21.3)"
[1] 3
      AMP PEAK  2(1Q21.3) CNV AMP PEAK  2(1Q21.3) WILD-TYPE 
                          659                           254 
      AMP PEAK  2(1Q21.3) CNV AMP PEAK  2(1Q21.3) WILD-TYPE 
                          659                           254 
[1] "Amp Peak  3(1q44)"
[1] 3
      AMP PEAK  3(1Q44) CNV AMP PEAK  3(1Q44) WILD-TYPE 
                        655                         258 
      AMP PEAK  3(1Q44) CNV AMP PEAK  3(1Q44) WILD-TYPE 
                        655                         258 
[1] "Amp Peak  4(3p26.1)"
[1] 3
      AMP PEAK  4(3P26.1) CNV AMP PEAK  4(3P26.1) WILD-TYPE 
                          188                           725 
      AMP PEAK  4(3P26.1) CNV AMP PEAK  4(3P26.1) WILD-TYPE 
                          188                           725 
[1] "Amp Peak  5(3q26.32)"
[1] 3
      AMP PEAK  5(3Q26.32) CNV AMP PEAK  5(3Q26.32) WILD-TYPE 
                           288                            625 
      AMP PEAK  5(3Q26.32) CNV AMP PEAK  5(3Q26.32) WILD-TYPE 
                           288                            625 
[1] "Amp Peak  6(4q13.3)"
[1] 3
      AMP PEAK  6(4Q13.3) CNV AMP PEAK  6(4Q13.3) WILD-TYPE 
                          143                           770 
      AMP PEAK  6(4Q13.3) CNV AMP PEAK  6(4Q13.3) WILD-TYPE 
                          143                           770 
[1] "Amp Peak  7(6p23)"
[1] 3
      AMP PEAK  7(6P23) CNV AMP PEAK  7(6P23) WILD-TYPE 
                        243                         670 
      AMP PEAK  7(6P23) CNV AMP PEAK  7(6P23) WILD-TYPE 
                        243                         670 
[1] "Amp Peak  8(6q21)"
[1] 3
      AMP PEAK  8(6Q21) CNV AMP PEAK  8(6Q21) WILD-TYPE 
                        170                         743 
      AMP PEAK  8(6Q21) CNV AMP PEAK  8(6Q21) WILD-TYPE 
                        170                         743 
[1] "Amp Peak  9(8p11.23)"
[1] 3
      AMP PEAK  9(8P11.23) CNV AMP PEAK  9(8P11.23) WILD-TYPE 
                           346                            567 
      AMP PEAK  9(8P11.23) CNV AMP PEAK  9(8P11.23) WILD-TYPE 
                           346                            567 
[1] "Amp Peak 10(8p11.21)"
[1] 3
      AMP PEAK 10(8P11.21) CNV AMP PEAK 10(8P11.21) WILD-TYPE 
                           354                            559 
      AMP PEAK 10(8P11.21) CNV AMP PEAK 10(8P11.21) WILD-TYPE 
                           354                            559 
[1] "Amp Peak 11(8q24.21)"
[1] 3
      AMP PEAK 11(8Q24.21) CNV AMP PEAK 11(8Q24.21) WILD-TYPE 
                           584                            329 
      AMP PEAK 11(8Q24.21) CNV AMP PEAK 11(8Q24.21) WILD-TYPE 
                           584                            329 
[1] "Amp Peak 12(10p15.1)"
[1] 3
      AMP PEAK 12(10P15.1) CNV AMP PEAK 12(10P15.1) WILD-TYPE 
                           258                            655 
      AMP PEAK 12(10P15.1) CNV AMP PEAK 12(10P15.1) WILD-TYPE 
                           258                            655 
[1] "Amp Peak 13(10q22.3)"
[1] 3
      AMP PEAK 13(10Q22.3) CNV AMP PEAK 13(10Q22.3) WILD-TYPE 
                           132                            781 
      AMP PEAK 13(10Q22.3) CNV AMP PEAK 13(10Q22.3) WILD-TYPE 
                           132                            781 
[1] "Amp Peak 14(11p13)"
[1] 3
      AMP PEAK 14(11P13) CNV AMP PEAK 14(11P13) WILD-TYPE 
                         192                          721 
      AMP PEAK 14(11P13) CNV AMP PEAK 14(11P13) WILD-TYPE 
                         192                          721 
[1] "Amp Peak 15(11q13.3)"
[1] 3
      AMP PEAK 15(11Q13.3) CNV AMP PEAK 15(11Q13.3) WILD-TYPE 
                           349                            564 
      AMP PEAK 15(11Q13.3) CNV AMP PEAK 15(11Q13.3) WILD-TYPE 
                           349                            564 
[1] "Amp Peak 16(11q14.1)"
[1] 3
      AMP PEAK 16(11Q14.1) CNV AMP PEAK 16(11Q14.1) WILD-TYPE 
                           234                            679 
      AMP PEAK 16(11Q14.1) CNV AMP PEAK 16(11Q14.1) WILD-TYPE 
                           234                            679 
[1] "Amp Peak 17(12p13.33)"
[1] 3
      AMP PEAK 17(12P13.33) CNV AMP PEAK 17(12P13.33) WILD-TYPE 
                            238                             675 
      AMP PEAK 17(12P13.33) CNV AMP PEAK 17(12P13.33) WILD-TYPE 
                            238                             675 
[1] "Amp Peak 18(12q15)"
[1] 3
      AMP PEAK 18(12Q15) CNV AMP PEAK 18(12Q15) WILD-TYPE 
                         235                          678 
      AMP PEAK 18(12Q15) CNV AMP PEAK 18(12Q15) WILD-TYPE 
                         235                          678 
[1] "Amp Peak 19(13q12.3)"
[1] 3
      AMP PEAK 19(13Q12.3) CNV AMP PEAK 19(13Q12.3) WILD-TYPE 
                           128                            785 
      AMP PEAK 19(13Q12.3) CNV AMP PEAK 19(13Q12.3) WILD-TYPE 
                           128                            785 
[1] "Amp Peak 20(13q34)"
[1] 3
      AMP PEAK 20(13Q34) CNV AMP PEAK 20(13Q34) WILD-TYPE 
                         159                          754 
      AMP PEAK 20(13Q34) CNV AMP PEAK 20(13Q34) WILD-TYPE 
                         159                          754 
[1] "Amp Peak 21(14q21.1)"
[1] 3
      AMP PEAK 21(14Q21.1) CNV AMP PEAK 21(14Q21.1) WILD-TYPE 
                           181                            732 
      AMP PEAK 21(14Q21.1) CNV AMP PEAK 21(14Q21.1) WILD-TYPE 
                           181                            732 
[1] "Amp Peak 22(15q26.3)"
[1] 3
      AMP PEAK 22(15Q26.3) CNV AMP PEAK 22(15Q26.3) WILD-TYPE 
                           166                            747 
      AMP PEAK 22(15Q26.3) CNV AMP PEAK 22(15Q26.3) WILD-TYPE 
                           166                            747 
[1] "Amp Peak 23(17q12)"
[1] 3
      AMP PEAK 23(17Q12) CNV AMP PEAK 23(17Q12) WILD-TYPE 
                         295                          618 
      AMP PEAK 23(17Q12) CNV AMP PEAK 23(17Q12) WILD-TYPE 
                         295                          618 
[1] "Amp Peak 24(17q23.1)"
[1] 3
      AMP PEAK 24(17Q23.1) CNV AMP PEAK 24(17Q23.1) WILD-TYPE 
                           374                            539 
      AMP PEAK 24(17Q23.1) CNV AMP PEAK 24(17Q23.1) WILD-TYPE 
                           374                            539 
[1] "Amp Peak 25(19q12)"
[1] 3
      AMP PEAK 25(19Q12) CNV AMP PEAK 25(19Q12) WILD-TYPE 
                         233                          680 
      AMP PEAK 25(19Q12) CNV AMP PEAK 25(19Q12) WILD-TYPE 
                         233                          680 
[1] "Amp Peak 26(19q13.42)"
[1] 3
      AMP PEAK 26(19Q13.42) CNV AMP PEAK 26(19Q13.42) WILD-TYPE 
                            235                             678 
      AMP PEAK 26(19Q13.42) CNV AMP PEAK 26(19Q13.42) WILD-TYPE 
                            235                             678 
[1] "Amp Peak 27(20q13.2)"
[1] 3
      AMP PEAK 27(20Q13.2) CNV AMP PEAK 27(20Q13.2) WILD-TYPE 
                           465                            448 
      AMP PEAK 27(20Q13.2) CNV AMP PEAK 27(20Q13.2) WILD-TYPE 
                           465                            448 
[1] "Del Peak  1(1p36.13)"
[1] 3
      DEL PEAK  1(1P36.13) CNV DEL PEAK  1(1P36.13) WILD-TYPE 
                           380                            533 
      DEL PEAK  1(1P36.13) CNV DEL PEAK  1(1P36.13) WILD-TYPE 
                           380                            533 
[1] "Del Peak  2(1p22.1)"
[1] 3
      DEL PEAK  2(1P22.1) CNV DEL PEAK  2(1P22.1) WILD-TYPE 
                          305                           608 
      DEL PEAK  2(1P22.1) CNV DEL PEAK  2(1P22.1) WILD-TYPE 
                          305                           608 
[1] "Del Peak  3(2q37.3)"
[1] 3
      DEL PEAK  3(2Q37.3) CNV DEL PEAK  3(2Q37.3) WILD-TYPE 
                          265                           648 
      DEL PEAK  3(2Q37.3) CNV DEL PEAK  3(2Q37.3) WILD-TYPE 
                          265                           648 
[1] "Del Peak  4(3p14.3)"
[1] 3
      DEL PEAK  4(3P14.3) CNV DEL PEAK  4(3P14.3) WILD-TYPE 
                          278                           635 
      DEL PEAK  4(3P14.3) CNV DEL PEAK  4(3P14.3) WILD-TYPE 
                          278                           635 
[1] "Del Peak  5(4p16.3)"
[1] 3
      DEL PEAK  5(4P16.3) CNV DEL PEAK  5(4P16.3) WILD-TYPE 
                          281                           632 
      DEL PEAK  5(4P16.3) CNV DEL PEAK  5(4P16.3) WILD-TYPE 
                          281                           632 
[1] "Del Peak  6(4q35.2)"
[1] 3
      DEL PEAK  6(4Q35.2) CNV DEL PEAK  6(4Q35.2) WILD-TYPE 
                          283                           630 
      DEL PEAK  6(4Q35.2) CNV DEL PEAK  6(4Q35.2) WILD-TYPE 
                          283                           630 
[1] "Del Peak  7(5q11.2)"
[1] 3
      DEL PEAK  7(5Q11.2) CNV DEL PEAK  7(5Q11.2) WILD-TYPE 
                          234                           679 
      DEL PEAK  7(5Q11.2) CNV DEL PEAK  7(5Q11.2) WILD-TYPE 
                          234                           679 
[1] "Del Peak  8(5q21.3)"
[1] 3
      DEL PEAK  8(5Q21.3) CNV DEL PEAK  8(5Q21.3) WILD-TYPE 
                          225                           688 
      DEL PEAK  8(5Q21.3) CNV DEL PEAK  8(5Q21.3) WILD-TYPE 
                          225                           688 
[1] "Del Peak  9(6p25.3)"
[1] 3
      DEL PEAK  9(6P25.3) CNV DEL PEAK  9(6P25.3) WILD-TYPE 
                          170                           743 
      DEL PEAK  9(6P25.3) CNV DEL PEAK  9(6P25.3) WILD-TYPE 
                          170                           743 
[1] "Del Peak 10(6q15)"
[1] 3
      DEL PEAK 10(6Q15) CNV DEL PEAK 10(6Q15) WILD-TYPE 
                        301                         612 
      DEL PEAK 10(6Q15) CNV DEL PEAK 10(6Q15) WILD-TYPE 
                        301                         612 
[1] "Del Peak 11(6q27)"
[1] 3
      DEL PEAK 11(6Q27) CNV DEL PEAK 11(6Q27) WILD-TYPE 
                        314                         599 
      DEL PEAK 11(6Q27) CNV DEL PEAK 11(6Q27) WILD-TYPE 
                        314                         599 
[1] "Del Peak 12(7p22.3)"
[1] 3
      DEL PEAK 12(7P22.3) CNV DEL PEAK 12(7P22.3) WILD-TYPE 
                          118                           795 
      DEL PEAK 12(7P22.3) CNV DEL PEAK 12(7P22.3) WILD-TYPE 
                          118                           795 
[1] "Del Peak 13(7q36.1)"
[1] 3
      DEL PEAK 13(7Q36.1) CNV DEL PEAK 13(7Q36.1) WILD-TYPE 
                          174                           739 
      DEL PEAK 13(7Q36.1) CNV DEL PEAK 13(7Q36.1) WILD-TYPE 
                          174                           739 
[1] "Del Peak 14(8p23.2)"
[1] 3
      DEL PEAK 14(8P23.2) CNV DEL PEAK 14(8P23.2) WILD-TYPE 
                          481                           432 
      DEL PEAK 14(8P23.2) CNV DEL PEAK 14(8P23.2) WILD-TYPE 
                          481                           432 
[1] "Del Peak 15(8p11.21)"
[1] 3
      DEL PEAK 15(8P11.21) CNV DEL PEAK 15(8P11.21) WILD-TYPE 
                           173                            740 
      DEL PEAK 15(8P11.21) CNV DEL PEAK 15(8P11.21) WILD-TYPE 
                           173                            740 
[1] "Del Peak 16(9p21.3)"
[1] 3
      DEL PEAK 16(9P21.3) CNV DEL PEAK 16(9P21.3) WILD-TYPE 
                          307                           606 
      DEL PEAK 16(9P21.3) CNV DEL PEAK 16(9P21.3) WILD-TYPE 
                          307                           606 
[1] "Del Peak 17(9q21.11)"
[1] 3
      DEL PEAK 17(9Q21.11) CNV DEL PEAK 17(9Q21.11) WILD-TYPE 
                           246                            667 
      DEL PEAK 17(9Q21.11) CNV DEL PEAK 17(9Q21.11) WILD-TYPE 
                           246                            667 
[1] "Del Peak 18(10q23.31)"
[1] 3
      DEL PEAK 18(10Q23.31) CNV DEL PEAK 18(10Q23.31) WILD-TYPE 
                            261                             652 
      DEL PEAK 18(10Q23.31) CNV DEL PEAK 18(10Q23.31) WILD-TYPE 
                            261                             652 
[1] "Del Peak 19(10q26.3)"
[1] 3
      DEL PEAK 19(10Q26.3) CNV DEL PEAK 19(10Q26.3) WILD-TYPE 
                           264                            649 
      DEL PEAK 19(10Q26.3) CNV DEL PEAK 19(10Q26.3) WILD-TYPE 
                           264                            649 
[1] "Del Peak 20(11p15.5)"
[1] 3
      DEL PEAK 20(11P15.5) CNV DEL PEAK 20(11P15.5) WILD-TYPE 
                           262                            651 
      DEL PEAK 20(11P15.5) CNV DEL PEAK 20(11P15.5) WILD-TYPE 
                           262                            651 
[1] "Del Peak 21(11q13.1)"
[1] 3
      DEL PEAK 21(11Q13.1) CNV DEL PEAK 21(11Q13.1) WILD-TYPE 
                           194                            719 
      DEL PEAK 21(11Q13.1) CNV DEL PEAK 21(11Q13.1) WILD-TYPE 
                           194                            719 
[1] "Del Peak 22(11q23.2)"
[1] 3
      DEL PEAK 22(11Q23.2) CNV DEL PEAK 22(11Q23.2) WILD-TYPE 
                           449                            464 
      DEL PEAK 22(11Q23.2) CNV DEL PEAK 22(11Q23.2) WILD-TYPE 
                           449                            464 
[1] "Del Peak 23(11q25)"
[1] 3
      DEL PEAK 23(11Q25) CNV DEL PEAK 23(11Q25) WILD-TYPE 
                         421                          492 
      DEL PEAK 23(11Q25) CNV DEL PEAK 23(11Q25) WILD-TYPE 
                         421                          492 
[1] "Del Peak 24(12p13.1)"
[1] 3
      DEL PEAK 24(12P13.1) CNV DEL PEAK 24(12P13.1) WILD-TYPE 
                           157                            756 
      DEL PEAK 24(12P13.1) CNV DEL PEAK 24(12P13.1) WILD-TYPE 
                           157                            756 
[1] "Del Peak 25(12q24.21)"
[1] 3
      DEL PEAK 25(12Q24.21) CNV DEL PEAK 25(12Q24.21) WILD-TYPE 
                            174                             739 
      DEL PEAK 25(12Q24.21) CNV DEL PEAK 25(12Q24.21) WILD-TYPE 
                            174                             739 
[1] "Del Peak 26(13q14.2)"
[1] 3
      DEL PEAK 26(13Q14.2) CNV DEL PEAK 26(13Q14.2) WILD-TYPE 
                           413                            500 
      DEL PEAK 26(13Q14.2) CNV DEL PEAK 26(13Q14.2) WILD-TYPE 
                           413                            500 
[1] "Del Peak 27(14q24.3)"
[1] 3
      DEL PEAK 27(14Q24.3) CNV DEL PEAK 27(14Q24.3) WILD-TYPE 
                           294                            619 
      DEL PEAK 27(14Q24.3) CNV DEL PEAK 27(14Q24.3) WILD-TYPE 
                           294                            619 
[1] "Del Peak 28(15q13.1)"
[1] 3
      DEL PEAK 28(15Q13.1) CNV DEL PEAK 28(15Q13.1) WILD-TYPE 
                           315                            598 
      DEL PEAK 28(15Q13.1) CNV DEL PEAK 28(15Q13.1) WILD-TYPE 
                           315                            598 
[1] "Del Peak 29(16q24.3)"
[1] 3
      DEL PEAK 29(16Q24.3) CNV DEL PEAK 29(16Q24.3) WILD-TYPE 
                           587                            326 
      DEL PEAK 29(16Q24.3) CNV DEL PEAK 29(16Q24.3) WILD-TYPE 
                           587                            326 
[1] "Del Peak 30(17p12)"
[1] 3
      DEL PEAK 30(17P12) CNV DEL PEAK 30(17P12) WILD-TYPE 
                         546                          367 
      DEL PEAK 30(17P12) CNV DEL PEAK 30(17P12) WILD-TYPE 
                         546                          367 
[1] "Del Peak 31(17q21.31)"
[1] 3
      DEL PEAK 31(17Q21.31) CNV DEL PEAK 31(17Q21.31) WILD-TYPE 
                            315                             598 
      DEL PEAK 31(17Q21.31) CNV DEL PEAK 31(17Q21.31) WILD-TYPE 
                            315                             598 
[1] "Del Peak 32(18q23)"
[1] 3
      DEL PEAK 32(18Q23) CNV DEL PEAK 32(18Q23) WILD-TYPE 
                         293                          620 
      DEL PEAK 32(18Q23) CNV DEL PEAK 32(18Q23) WILD-TYPE 
                         293                          620 
[1] "Del Peak 33(19p13.3)"
[1] 3
      DEL PEAK 33(19P13.3) CNV DEL PEAK 33(19P13.3) WILD-TYPE 
                           305                            608 
      DEL PEAK 33(19P13.3) CNV DEL PEAK 33(19P13.3) WILD-TYPE 
                           305                            608 
[1] "Del Peak 34(19q13.32)"
[1] 3
      DEL PEAK 34(19Q13.32) CNV DEL PEAK 34(19Q13.32) WILD-TYPE 
                            183                             730 
      DEL PEAK 34(19Q13.32) CNV DEL PEAK 34(19Q13.32) WILD-TYPE 
                            183                             730 
[1] "Del Peak 35(20p13)"
[1] 3
      DEL PEAK 35(20P13) CNV DEL PEAK 35(20P13) WILD-TYPE 
                         134                          779 
      DEL PEAK 35(20P13) CNV DEL PEAK 35(20P13) WILD-TYPE 
                         134                          779 
[1] "Del Peak 36(21q11.2)"
[1] 3
      DEL PEAK 36(21Q11.2) CNV DEL PEAK 36(21Q11.2) WILD-TYPE 
                           182                            731 
      DEL PEAK 36(21Q11.2) CNV DEL PEAK 36(21Q11.2) WILD-TYPE 
                           182                            731 
[1] "Del Peak 37(22q13.32)"
[1] 3
      DEL PEAK 37(22Q13.32) CNV DEL PEAK 37(22Q13.32) WILD-TYPE 
                            410                             503 
      DEL PEAK 37(22Q13.32) CNV DEL PEAK 37(22Q13.32) WILD-TYPE 
                            410                             503 
[1] "data2feature, selection=ALL"
 [1] "MRNA_CNMF"             "MRNA_CHIERARCHICAL"    "CN_CNMF"              
 [4] "METHLYATION_CNMF"      "RPPA_CNMF"             "RPPA_CHIERARCHICAL"   
 [7] "MRNASEQ_CNMF"          "MRNASEQ_CHIERARCHICAL" "MIRSEQ_CNMF"          
[10] "MIRSEQ_CHIERARCHICAL" 

Input Data has 10 rows and 913 columns.

Variable 1:'MRNA_CNMF':	nDistinctValues=8,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'MRNA_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'CN_CNMF':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'METHLYATION_CNMF':	nDistinctValues=6,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'RPPA_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'RPPA_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MRNASEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 9:'MIRSEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 10:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
 [1] "MRNA_CNMF"             "MRNA_CHIERARCHICAL"    "CN_CNMF"              
 [4] "METHLYATION_CNMF"      "RPPA_CNMF"             "RPPA_CHIERARCHICAL"   
 [7] "MRNASEQ_CNMF"          "MRNASEQ_CHIERARCHICAL" "MIRSEQ_CNMF"          
[10] "MIRSEQ_CHIERARCHICAL" 
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 913 columns, 0 survival variables, and 10 non-survival variables.
MRNA_CNMF, nv=8, binary=FALSE, numeric=FALSE
MRNA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
CN_CNMF, nv=5, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=6, binary=FALSE, numeric=FALSE
RPPA_CNMF, nv=3, binary=FALSE, numeric=FALSE
RPPA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = Amp Peak  1(1p22.3)
D1V1, multiclass
D1V2, multiclass
        clus
vv       AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE
  CLUS_1                      13                           127
  CLUS_2                      57                            68
  CLUS_3                      46                           202
D1V3, multiclass
D1V4, multiclass
D1V5, multiclass
        clus
vv       AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE
  CLUS_1                      52                            95
  CLUS_2                      28                           105
  CLUS_3                      16                           101
D1V6, multiclass
        clus
vv       AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE
  CLUS_1                      32                           129
  CLUS_2                      12                            98
  CLUS_3                      52                            74
D1V7, multiclass
        clus
vv       AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE
  CLUS_1                      96                           138
  CLUS_2                      13                           135
  CLUS_3                      73                           373
D1V8, multiclass
        clus
vv       AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE
  CLUS_1                      23                           193
  CLUS_2                      70                           338
  CLUS_3                      89                           115
D1V9, multiclass
        clus
vv       AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE
  CLUS_1                      39                           195
  CLUS_2                      59                           333
  CLUS_3                     103                           152
D1V10, multiclass
        clus
vv       AMP PEAK  1(1P22.3) CNV AMP PEAK  1(1P22.3) WILD-TYPE
  CLUS_1                      54                           308
  CLUS_2                      46                           238
  CLUS_3                     101                           134

Clustering(2) Variable = Amp Peak  2(1q21.3)
D2V1, multiclass
D2V2, multiclass
        clus
vv       AMP PEAK  2(1Q21.3) CNV AMP PEAK  2(1Q21.3) WILD-TYPE
  CLUS_1                      91                            49
  CLUS_2                     105                            20
  CLUS_3                     183                            65
D2V3, multiclass
D2V4, multiclass
D2V5, multiclass
        clus
vv       AMP PEAK  2(1Q21.3) CNV AMP PEAK  2(1Q21.3) WILD-TYPE
  CLUS_1                     118                            29
  CLUS_2                      97                            36
  CLUS_3                      79                            38
D2V6, multiclass
        clus
vv       AMP PEAK  2(1Q21.3) CNV AMP PEAK  2(1Q21.3) WILD-TYPE
  CLUS_1                     119                            42
  CLUS_2                      71                            39
  CLUS_3                     104                            22
D2V7, multiclass
        clus
vv       AMP PEAK  2(1Q21.3) CNV AMP PEAK  2(1Q21.3) WILD-TYPE
  CLUS_1                     191                            43
  CLUS_2                      94                            54
  CLUS_3                     313                           133
D2V8, multiclass
        clus
vv       AMP PEAK  2(1Q21.3) CNV AMP PEAK  2(1Q21.3) WILD-TYPE
  CLUS_1                     137                            79
  CLUS_2                     295                           113
  CLUS_3                     166                            38
D2V9, multiclass
        clus
vv       AMP PEAK  2(1Q21.3) CNV AMP PEAK  2(1Q21.3) WILD-TYPE
  CLUS_1                     153                            81
  CLUS_2                     277                           115
  CLUS_3                     204                            51
D2V10, multiclass
        clus
vv       AMP PEAK  2(1Q21.3) CNV AMP PEAK  2(1Q21.3) WILD-TYPE
  CLUS_1                     248                           114
  CLUS_2                     197                            87
  CLUS_3                     189                            46

Clustering(3) Variable = Amp Peak  3(1q44)
D3V1, multiclass
D3V2, multiclass
        clus
vv       AMP PEAK  3(1Q44) CNV AMP PEAK  3(1Q44) WILD-TYPE
  CLUS_1                    96                          44
  CLUS_2                    97                          28
  CLUS_3                   179                          69
D3V3, multiclass
D3V4, multiclass
D3V5, multiclass
        clus
vv       AMP PEAK  3(1Q44) CNV AMP PEAK  3(1Q44) WILD-TYPE
  CLUS_1                   109                          38
  CLUS_2                    95                          38
  CLUS_3                    84                          33
D3V6, multiclass
        clus
vv       AMP PEAK  3(1Q44) CNV AMP PEAK  3(1Q44) WILD-TYPE
  CLUS_1                   116                          45
  CLUS_2                    75                          35
  CLUS_3                    97                          29
D3V7, multiclass
        clus
vv       AMP PEAK  3(1Q44) CNV AMP PEAK  3(1Q44) WILD-TYPE
  CLUS_1                   179                          55
  CLUS_2                   104                          44
  CLUS_3                   314                         132
D3V8, multiclass
        clus
vv       AMP PEAK  3(1Q44) CNV AMP PEAK  3(1Q44) WILD-TYPE
  CLUS_1                   150                          66
  CLUS_2                   293                         115
  CLUS_3                   154                          50
D3V9, multiclass
        clus
vv       AMP PEAK  3(1Q44) CNV AMP PEAK  3(1Q44) WILD-TYPE
  CLUS_1                   166                          68
  CLUS_2                   278                         114
  CLUS_3                   188                          67
D3V10, multiclass
        clus
vv       AMP PEAK  3(1Q44) CNV AMP PEAK  3(1Q44) WILD-TYPE
  CLUS_1                   242                         120
  CLUS_2                   214                          70
  CLUS_3                   176                          59

Clustering(4) Variable = Amp Peak  4(3p26.1)
D4V1, multiclass
D4V2, multiclass
        clus
vv       AMP PEAK  4(3P26.1) CNV AMP PEAK  4(3P26.1) WILD-TYPE
  CLUS_1                      21                           119
  CLUS_2                      35                            90
  CLUS_3                      69                           179
D4V3, multiclass
D4V4, multiclass
D4V5, multiclass
        clus
vv       AMP PEAK  4(3P26.1) CNV AMP PEAK  4(3P26.1) WILD-TYPE
  CLUS_1                      50                            97
  CLUS_2                      28                           105
  CLUS_3                      21                            96
D4V6, multiclass
        clus
vv       AMP PEAK  4(3P26.1) CNV AMP PEAK  4(3P26.1) WILD-TYPE
  CLUS_1                      45                           116
  CLUS_2                      16                            94
  CLUS_3                      38                            88
D4V7, multiclass
        clus
vv       AMP PEAK  4(3P26.1) CNV AMP PEAK  4(3P26.1) WILD-TYPE
  CLUS_1                      75                           159
  CLUS_2                      10                           138
  CLUS_3                      90                           356
D4V8, multiclass
        clus
vv       AMP PEAK  4(3P26.1) CNV AMP PEAK  4(3P26.1) WILD-TYPE
  CLUS_1                      21                           195
  CLUS_2                      94                           314
  CLUS_3                      60                           144
D4V9, multiclass
        clus
vv       AMP PEAK  4(3P26.1) CNV AMP PEAK  4(3P26.1) WILD-TYPE
  CLUS_1                      30                           204
  CLUS_2                      71                           321
  CLUS_3                      77                           178
D4V10, multiclass
        clus
vv       AMP PEAK  4(3P26.1) CNV AMP PEAK  4(3P26.1) WILD-TYPE
  CLUS_1                      71                           291
  CLUS_2                      31                           253
  CLUS_3                      76                           159

Clustering(5) Variable = Amp Peak  5(3q26.32)
D5V1, multiclass
D5V2, multiclass
        clus
vv       AMP PEAK  5(3Q26.32) CNV AMP PEAK  5(3Q26.32) WILD-TYPE
  CLUS_1                       27                            113
  CLUS_2                       71                             54
  CLUS_3                       80                            168
D5V3, multiclass
D5V4, multiclass
D5V5, multiclass
        clus
vv       AMP PEAK  5(3Q26.32) CNV AMP PEAK  5(3Q26.32) WILD-TYPE
  CLUS_1                       76                             71
  CLUS_2                       35                             98
  CLUS_3                       28                             89
D5V6, multiclass
        clus
vv       AMP PEAK  5(3Q26.32) CNV AMP PEAK  5(3Q26.32) WILD-TYPE
  CLUS_1                       48                            113
  CLUS_2                       25                             85
  CLUS_3                       66                             60
D5V7, multiclass
        clus
vv       AMP PEAK  5(3Q26.32) CNV AMP PEAK  5(3Q26.32) WILD-TYPE
  CLUS_1                      136                             98
  CLUS_2                       21                            127
  CLUS_3                      117                            329
D5V8, multiclass
        clus
vv       AMP PEAK  5(3Q26.32) CNV AMP PEAK  5(3Q26.32) WILD-TYPE
  CLUS_1                       35                            181
  CLUS_2                      118                            290
  CLUS_3                      121                             83
D5V9, multiclass
        clus
vv       AMP PEAK  5(3Q26.32) CNV AMP PEAK  5(3Q26.32) WILD-TYPE
  CLUS_1                       46                            188
  CLUS_2                      100                            292
  CLUS_3                      132                            123
D5V10, multiclass
        clus
vv       AMP PEAK  5(3Q26.32) CNV AMP PEAK  5(3Q26.32) WILD-TYPE
  CLUS_1                       95                            267
  CLUS_2                       47                            237
  CLUS_3                      136                             99

Clustering(6) Variable = Amp Peak  6(4q13.3)
D6V1, multiclass
D6V2, multiclass
        clus
vv       AMP PEAK  6(4Q13.3) CNV AMP PEAK  6(4Q13.3) WILD-TYPE
  CLUS_1                       9                           131
  CLUS_2                      29                            96
  CLUS_3                      45                           203
D6V3, multiclass
D6V4, multiclass
D6V5, multiclass
        clus
vv       AMP PEAK  6(4Q13.3) CNV AMP PEAK  6(4Q13.3) WILD-TYPE
  CLUS_1                      32                           115
  CLUS_2                      15                           118
  CLUS_3                      16                           101
D6V6, multiclass
        clus
vv       AMP PEAK  6(4Q13.3) CNV AMP PEAK  6(4Q13.3) WILD-TYPE
  CLUS_1                      26                           135
  CLUS_2                      14                            96
  CLUS_3                      23                           103
D6V7, multiclass
        clus
vv       AMP PEAK  6(4Q13.3) CNV AMP PEAK  6(4Q13.3) WILD-TYPE
  CLUS_1                      57                           177
  CLUS_2                       9                           139
  CLUS_3                      71                           375
D6V8, multiclass
        clus
vv       AMP PEAK  6(4Q13.3) CNV AMP PEAK  6(4Q13.3) WILD-TYPE
  CLUS_1                      20                           196
  CLUS_2                      64                           344
  CLUS_3                      53                           151
D6V9, multiclass
        clus
vv       AMP PEAK  6(4Q13.3) CNV AMP PEAK  6(4Q13.3) WILD-TYPE
  CLUS_1                      26                           208
  CLUS_2                      56                           336
  CLUS_3                      58                           197
D6V10, multiclass
        clus
vv       AMP PEAK  6(4Q13.3) CNV AMP PEAK  6(4Q13.3) WILD-TYPE
  CLUS_1                      55                           307
  CLUS_2                      23                           261
  CLUS_3                      62                           173

Clustering(7) Variable = Amp Peak  7(6p23)
D7V1, multiclass
D7V2, multiclass
        clus
vv       AMP PEAK  7(6P23) CNV AMP PEAK  7(6P23) WILD-TYPE
  CLUS_1                    22                         118
  CLUS_2                    58                          67
  CLUS_3                    66                         182
D7V3, multiclass
D7V4, multiclass
D7V5, multiclass
        clus
vv       AMP PEAK  7(6P23) CNV AMP PEAK  7(6P23) WILD-TYPE
  CLUS_1                    64                          83
  CLUS_2                    25                         108
  CLUS_3                    23                          94
D7V6, multiclass
        clus
vv       AMP PEAK  7(6P23) CNV AMP PEAK  7(6P23) WILD-TYPE
  CLUS_1                    34                         127
  CLUS_2                    24                          86
  CLUS_3                    54                          72
D7V7, multiclass
        clus
vv       AMP PEAK  7(6P23) CNV AMP PEAK  7(6P23) WILD-TYPE
  CLUS_1                   105                         129
  CLUS_2                    17                         131
  CLUS_3                   101                         345
D7V8, multiclass
        clus
vv       AMP PEAK  7(6P23) CNV AMP PEAK  7(6P23) WILD-TYPE
  CLUS_1                    31                         185
  CLUS_2                   102                         306
  CLUS_3                    90                         114
D7V9, multiclass
        clus
vv       AMP PEAK  7(6P23) CNV AMP PEAK  7(6P23) WILD-TYPE
  CLUS_1                    31                         203
  CLUS_2                    76                         316
  CLUS_3                   119                         136
D7V10, multiclass
        clus
vv       AMP PEAK  7(6P23) CNV AMP PEAK  7(6P23) WILD-TYPE
  CLUS_1                    88                         274
  CLUS_2                    35                         249
  CLUS_3                   103                         132

Clustering(8) Variable = Amp Peak  8(6q21)
D8V1, multiclass
D8V2, multiclass
        clus
vv       AMP PEAK  8(6Q21) CNV AMP PEAK  8(6Q21) WILD-TYPE
  CLUS_1                    11                         129
  CLUS_2                    50                          75
  CLUS_3                    43                         205
D8V3, multiclass
D8V4, multiclass
D8V5, multiclass
        clus
vv       AMP PEAK  8(6Q21) CNV AMP PEAK  8(6Q21) WILD-TYPE
  CLUS_1                    54                          93
  CLUS_2                    12                         121
  CLUS_3                    16                         101
D8V6, multiclass
        clus
vv       AMP PEAK  8(6Q21) CNV AMP PEAK  8(6Q21) WILD-TYPE
  CLUS_1                    20                         141
  CLUS_2                    15                          95
  CLUS_3                    47                          79
D8V7, multiclass
        clus
vv       AMP PEAK  8(6Q21) CNV AMP PEAK  8(6Q21) WILD-TYPE
  CLUS_1                    95                         139
  CLUS_2                     9                         139
  CLUS_3                    51                         395
D8V8, multiclass
        clus
vv       AMP PEAK  8(6Q21) CNV AMP PEAK  8(6Q21) WILD-TYPE
  CLUS_1                    15                         201
  CLUS_2                    58                         350
  CLUS_3                    82                         122
D8V9, multiclass
        clus
vv       AMP PEAK  8(6Q21) CNV AMP PEAK  8(6Q21) WILD-TYPE
  CLUS_1                    21                         213
  CLUS_2                    41                         351
  CLUS_3                    95                         160
D8V10, multiclass
        clus
vv       AMP PEAK  8(6Q21) CNV AMP PEAK  8(6Q21) WILD-TYPE
  CLUS_1                    41                         321
  CLUS_2                    21                         263
  CLUS_3                    95                         140

Clustering(9) Variable = Amp Peak  9(8p11.23)
D9V1, multiclass
D9V2, multiclass
        clus
vv       AMP PEAK  9(8P11.23) CNV AMP PEAK  9(8P11.23) WILD-TYPE
  CLUS_1                       50                             90
  CLUS_2                       39                             86
  CLUS_3                      117                            131
D9V3, multiclass
D9V4, multiclass
D9V5, multiclass
        clus
vv       AMP PEAK  9(8P11.23) CNV AMP PEAK  9(8P11.23) WILD-TYPE
  CLUS_1                       49                             98
  CLUS_2                       54                             79
  CLUS_3                       57                             60
D9V6, multiclass
        clus
vv       AMP PEAK  9(8P11.23) CNV AMP PEAK  9(8P11.23) WILD-TYPE
  CLUS_1                       74                             87
  CLUS_2                       50                             60
  CLUS_3                       36                             90
D9V7, multiclass
        clus
vv       AMP PEAK  9(8P11.23) CNV AMP PEAK  9(8P11.23) WILD-TYPE
  CLUS_1                       78                            156
  CLUS_2                       43                            105
  CLUS_3                      202                            244
D9V8, multiclass
        clus
vv       AMP PEAK  9(8P11.23) CNV AMP PEAK  9(8P11.23) WILD-TYPE
  CLUS_1                       67                            149
  CLUS_2                      191                            217
  CLUS_3                       65                            139
D9V9, multiclass
        clus
vv       AMP PEAK  9(8P11.23) CNV AMP PEAK  9(8P11.23) WILD-TYPE
  CLUS_1                       80                            154
  CLUS_2                      167                            225
  CLUS_3                       88                            167
D9V10, multiclass
        clus
vv       AMP PEAK  9(8P11.23) CNV AMP PEAK  9(8P11.23) WILD-TYPE
  CLUS_1                      156                            206
  CLUS_2                      100                            184
  CLUS_3                       79                            156

Clustering(10) Variable = Amp Peak 10(8p11.21)
D10V1, multiclass
D10V2, multiclass
        clus
vv       AMP PEAK 10(8P11.21) CNV AMP PEAK 10(8P11.21) WILD-TYPE
  CLUS_1                       45                             95
  CLUS_2                       52                             73
  CLUS_3                      112                            136
D10V3, multiclass
D10V4, multiclass
D10V5, multiclass
        clus
vv       AMP PEAK 10(8P11.21) CNV AMP PEAK 10(8P11.21) WILD-TYPE
  CLUS_1                       56                             91
  CLUS_2                       56                             77
  CLUS_3                       47                             70
D10V6, multiclass
        clus
vv       AMP PEAK 10(8P11.21) CNV AMP PEAK 10(8P11.21) WILD-TYPE
  CLUS_1                       69                             92
  CLUS_2                       41                             69
  CLUS_3                       49                             77
D10V7, multiclass
        clus
vv       AMP PEAK 10(8P11.21) CNV AMP PEAK 10(8P11.21) WILD-TYPE
  CLUS_1                      104                            130
  CLUS_2                       37                            111
  CLUS_3                      185                            261
D10V8, multiclass
        clus
vv       AMP PEAK 10(8P11.21) CNV AMP PEAK 10(8P11.21) WILD-TYPE
  CLUS_1                       59                            157
  CLUS_2                      179                            229
  CLUS_3                       88                            116
D10V9, multiclass
        clus
vv       AMP PEAK 10(8P11.21) CNV AMP PEAK 10(8P11.21) WILD-TYPE
  CLUS_1                       74                            160
  CLUS_2                      160                            232
  CLUS_3                      106                            149
D10V10, multiclass
        clus
vv       AMP PEAK 10(8P11.21) CNV AMP PEAK 10(8P11.21) WILD-TYPE
  CLUS_1                      150                            212
  CLUS_2                       91                            193
  CLUS_3                       99                            136

Clustering(11) Variable = Amp Peak 11(8q24.21)
D11V1, multiclass
D11V2, multiclass
        clus
vv       AMP PEAK 11(8Q24.21) CNV AMP PEAK 11(8Q24.21) WILD-TYPE
  CLUS_1                       73                             67
  CLUS_2                      104                             21
  CLUS_3                      174                             74
D11V3, multiclass
D11V4, multiclass
D11V5, multiclass
        clus
vv       AMP PEAK 11(8Q24.21) CNV AMP PEAK 11(8Q24.21) WILD-TYPE
  CLUS_1                      125                             22
  CLUS_2                       72                             61
  CLUS_3                       76                             41
D11V6, multiclass
        clus
vv       AMP PEAK 11(8Q24.21) CNV AMP PEAK 11(8Q24.21) WILD-TYPE
  CLUS_1                      102                             59
  CLUS_2                       63                             47
  CLUS_3                      108                             18
D11V7, multiclass
        clus
vv       AMP PEAK 11(8Q24.21) CNV AMP PEAK 11(8Q24.21) WILD-TYPE
  CLUS_1                      202                             32
  CLUS_2                       59                             89
  CLUS_3                      278                            168
D11V8, multiclass
        clus
vv       AMP PEAK 11(8Q24.21) CNV AMP PEAK 11(8Q24.21) WILD-TYPE
  CLUS_1                      101                            115
  CLUS_2                      267                            141
  CLUS_3                      171                             33
D11V9, multiclass
        clus
vv       AMP PEAK 11(8Q24.21) CNV AMP PEAK 11(8Q24.21) WILD-TYPE
  CLUS_1                      111                            123
  CLUS_2                      233                            159
  CLUS_3                      221                             34
D11V10, multiclass
        clus
vv       AMP PEAK 11(8Q24.21) CNV AMP PEAK 11(8Q24.21) WILD-TYPE
  CLUS_1                      222                            140
  CLUS_2                      140                            144
  CLUS_3                      203                             32

Clustering(12) Variable = Amp Peak 12(10p15.1)
D12V1, multiclass
D12V2, multiclass
        clus
vv       AMP PEAK 12(10P15.1) CNV AMP PEAK 12(10P15.1) WILD-TYPE
  CLUS_1                       24                            116
  CLUS_2                       81                             44
  CLUS_3                       56                            192
D12V3, multiclass
D12V4, multiclass
D12V5, multiclass
        clus
vv       AMP PEAK 12(10P15.1) CNV AMP PEAK 12(10P15.1) WILD-TYPE
  CLUS_1                       78                             69
  CLUS_2                       22                            111
  CLUS_3                       29                             88
D12V6, multiclass
        clus
vv       AMP PEAK 12(10P15.1) CNV AMP PEAK 12(10P15.1) WILD-TYPE
  CLUS_1                       30                            131
  CLUS_2                       26                             84
  CLUS_3                       73                             53
D12V7, multiclass
        clus
vv       AMP PEAK 12(10P15.1) CNV AMP PEAK 12(10P15.1) WILD-TYPE
  CLUS_1                      135                             99
  CLUS_2                       22                            126
  CLUS_3                       81                            365
D12V8, multiclass
        clus
vv       AMP PEAK 12(10P15.1) CNV AMP PEAK 12(10P15.1) WILD-TYPE
  CLUS_1                       33                            183
  CLUS_2                       81                            327
  CLUS_3                      124                             80
D12V9, multiclass
        clus
vv       AMP PEAK 12(10P15.1) CNV AMP PEAK 12(10P15.1) WILD-TYPE
  CLUS_1                       38                            196
  CLUS_2                       68                            324
  CLUS_3                      141                            114
D12V10, multiclass
        clus
vv       AMP PEAK 12(10P15.1) CNV AMP PEAK 12(10P15.1) WILD-TYPE
  CLUS_1                       73                            289
  CLUS_2                       38                            246
  CLUS_3                      136                             99

Clustering(13) Variable = Amp Peak 13(10q22.3)
D13V1, multiclass
D13V2, multiclass
        clus
vv       AMP PEAK 13(10Q22.3) CNV AMP PEAK 13(10Q22.3) WILD-TYPE
  CLUS_1                       15                            125
  CLUS_2                       26                             99
  CLUS_3                       43                            205
D13V3, multiclass
D13V4, multiclass
D13V5, multiclass
        clus
vv       AMP PEAK 13(10Q22.3) CNV AMP PEAK 13(10Q22.3) WILD-TYPE
  CLUS_1                       38                            109
  CLUS_2                       14                            119
  CLUS_3                       17                            100
D13V6, multiclass
        clus
vv       AMP PEAK 13(10Q22.3) CNV AMP PEAK 13(10Q22.3) WILD-TYPE
  CLUS_1                       22                            139
  CLUS_2                       15                             95
  CLUS_3                       32                             94
D13V7, multiclass
        clus
vv       AMP PEAK 13(10Q22.3) CNV AMP PEAK 13(10Q22.3) WILD-TYPE
  CLUS_1                       61                            173
  CLUS_2                       11                            137
  CLUS_3                       52                            394
D13V8, multiclass
        clus
vv       AMP PEAK 13(10Q22.3) CNV AMP PEAK 13(10Q22.3) WILD-TYPE
  CLUS_1                       20                            196
  CLUS_2                       58                            350
  CLUS_3                       46                            158
D13V9, multiclass
        clus
vv       AMP PEAK 13(10Q22.3) CNV AMP PEAK 13(10Q22.3) WILD-TYPE
  CLUS_1                       21                            213
  CLUS_2                       48                            344
  CLUS_3                       58                            197
D13V10, multiclass
        clus
vv       AMP PEAK 13(10Q22.3) CNV AMP PEAK 13(10Q22.3) WILD-TYPE
  CLUS_1                       48                            314
  CLUS_2                       28                            256
  CLUS_3                       51                            184

Clustering(14) Variable = Amp Peak 14(11p13)
D14V1, multiclass
D14V2, multiclass
        clus
vv       AMP PEAK 14(11P13) CNV AMP PEAK 14(11P13) WILD-TYPE
  CLUS_1                     25                          115
  CLUS_2                     35                           90
  CLUS_3                     55                          193
D14V3, multiclass
D14V4, multiclass
D14V5, multiclass
        clus
vv       AMP PEAK 14(11P13) CNV AMP PEAK 14(11P13) WILD-TYPE
  CLUS_1                     43                          104
  CLUS_2                     25                          108
  CLUS_3                     25                           92
D14V6, multiclass
        clus
vv       AMP PEAK 14(11P13) CNV AMP PEAK 14(11P13) WILD-TYPE
  CLUS_1                     32                          129
  CLUS_2                     25                           85
  CLUS_3                     36                           90
D14V7, multiclass
        clus
vv       AMP PEAK 14(11P13) CNV AMP PEAK 14(11P13) WILD-TYPE
  CLUS_1                     69                          165
  CLUS_2                     15                          133
  CLUS_3                     99                          347
D14V8, multiclass
        clus
vv       AMP PEAK 14(11P13) CNV AMP PEAK 14(11P13) WILD-TYPE
  CLUS_1                     37                          179
  CLUS_2                     88                          320
  CLUS_3                     58                          146
D14V9, multiclass
        clus
vv       AMP PEAK 14(11P13) CNV AMP PEAK 14(11P13) WILD-TYPE
  CLUS_1                     29                          205
  CLUS_2                     77                          315
  CLUS_3                     80                          175
D14V10, multiclass
        clus
vv       AMP PEAK 14(11P13) CNV AMP PEAK 14(11P13) WILD-TYPE
  CLUS_1                     80                          282
  CLUS_2                     31                          253
  CLUS_3                     75                          160

Clustering(15) Variable = Amp Peak 15(11q13.3)
D15V1, multiclass
D15V2, multiclass
        clus
vv       AMP PEAK 15(11Q13.3) CNV AMP PEAK 15(11Q13.3) WILD-TYPE
  CLUS_1                       57                             83
  CLUS_2                       41                             84
  CLUS_3                      116                            132
D15V3, multiclass
D15V4, multiclass
D15V5, multiclass
        clus
vv       AMP PEAK 15(11Q13.3) CNV AMP PEAK 15(11Q13.3) WILD-TYPE
  CLUS_1                       61                             86
  CLUS_2                       57                             76
  CLUS_3                       48                             69
D15V6, multiclass
        clus
vv       AMP PEAK 15(11Q13.3) CNV AMP PEAK 15(11Q13.3) WILD-TYPE
  CLUS_1                       76                             85
  CLUS_2                       45                             65
  CLUS_3                       45                             81
D15V7, multiclass
        clus
vv       AMP PEAK 15(11Q13.3) CNV AMP PEAK 15(11Q13.3) WILD-TYPE
  CLUS_1                       95                            139
  CLUS_2                       45                            103
  CLUS_3                      186                            260
D15V8, multiclass
        clus
vv       AMP PEAK 15(11Q13.3) CNV AMP PEAK 15(11Q13.3) WILD-TYPE
  CLUS_1                       78                            138
  CLUS_2                      174                            234
  CLUS_3                       74                            130
D15V9, multiclass
        clus
vv       AMP PEAK 15(11Q13.3) CNV AMP PEAK 15(11Q13.3) WILD-TYPE
  CLUS_1                       64                            170
  CLUS_2                      160                            232
  CLUS_3                      111                            144
D15V10, multiclass
        clus
vv       AMP PEAK 15(11Q13.3) CNV AMP PEAK 15(11Q13.3) WILD-TYPE
  CLUS_1                      147                            215
  CLUS_2                       91                            193
  CLUS_3                       97                            138

Clustering(16) Variable = Amp Peak 16(11q14.1)
D16V1, multiclass
D16V2, multiclass
        clus
vv       AMP PEAK 16(11Q14.1) CNV AMP PEAK 16(11Q14.1) WILD-TYPE
  CLUS_1                       35                            105
  CLUS_2                       45                             80
  CLUS_3                       66                            182
D16V3, multiclass
D16V4, multiclass
D16V5, multiclass
        clus
vv       AMP PEAK 16(11Q14.1) CNV AMP PEAK 16(11Q14.1) WILD-TYPE
  CLUS_1                       50                             97
  CLUS_2                       31                            102
  CLUS_3                       34                             83
D16V6, multiclass
        clus
vv       AMP PEAK 16(11Q14.1) CNV AMP PEAK 16(11Q14.1) WILD-TYPE
  CLUS_1                       41                            120
  CLUS_2                       30                             80
  CLUS_3                       44                             82
D16V7, multiclass
        clus
vv       AMP PEAK 16(11Q14.1) CNV AMP PEAK 16(11Q14.1) WILD-TYPE
  CLUS_1                       86                            148
  CLUS_2                       27                            121
  CLUS_3                      107                            339
D16V8, multiclass
        clus
vv       AMP PEAK 16(11Q14.1) CNV AMP PEAK 16(11Q14.1) WILD-TYPE
  CLUS_1                       47                            169
  CLUS_2                       99                            309
  CLUS_3                       74                            130
D16V9, multiclass
        clus
vv       AMP PEAK 16(11Q14.1) CNV AMP PEAK 16(11Q14.1) WILD-TYPE
  CLUS_1                       40                            194
  CLUS_2                       90                            302
  CLUS_3                       95                            160
D16V10, multiclass
        clus
vv       AMP PEAK 16(11Q14.1) CNV AMP PEAK 16(11Q14.1) WILD-TYPE
  CLUS_1                       89                            273
  CLUS_2                       51                            233
  CLUS_3                       85                            150

Clustering(17) Variable = Amp Peak 17(12p13.33)
D17V1, multiclass
D17V2, multiclass
        clus
vv       AMP PEAK 17(12P13.33) CNV AMP PEAK 17(12P13.33) WILD-TYPE
  CLUS_1                        15                             125
  CLUS_2                        61                              64
  CLUS_3                        70                             178
D17V3, multiclass
D17V4, multiclass
D17V5, multiclass
        clus
vv       AMP PEAK 17(12P13.33) CNV AMP PEAK 17(12P13.33) WILD-TYPE
  CLUS_1                        69                              78
  CLUS_2                        31                             102
  CLUS_3                        18                              99
D17V6, multiclass
        clus
vv       AMP PEAK 17(12P13.33) CNV AMP PEAK 17(12P13.33) WILD-TYPE
  CLUS_1                        43                             118
  CLUS_2                        16                              94
  CLUS_3                        59                              67
D17V7, multiclass
        clus
vv       AMP PEAK 17(12P13.33) CNV AMP PEAK 17(12P13.33) WILD-TYPE
  CLUS_1                       107                             127
  CLUS_2                        12                             136
  CLUS_3                        96                             350
D17V8, multiclass
        clus
vv       AMP PEAK 17(12P13.33) CNV AMP PEAK 17(12P13.33) WILD-TYPE
  CLUS_1                        24                             192
  CLUS_2                        97                             311
  CLUS_3                        94                             110
D17V9, multiclass
        clus
vv       AMP PEAK 17(12P13.33) CNV AMP PEAK 17(12P13.33) WILD-TYPE
  CLUS_1                        27                             207
  CLUS_2                        76                             316
  CLUS_3                       123                             132
D17V10, multiclass
        clus
vv       AMP PEAK 17(12P13.33) CNV AMP PEAK 17(12P13.33) WILD-TYPE
  CLUS_1                        73                             289
  CLUS_2                        41                             243
  CLUS_3                       112                             123

Clustering(18) Variable = Amp Peak 18(12q15)
D18V1, multiclass
D18V2, multiclass
        clus
vv       AMP PEAK 18(12Q15) CNV AMP PEAK 18(12Q15) WILD-TYPE
  CLUS_1                     27                          113
  CLUS_2                     29                           96
  CLUS_3                     94                          154
D18V3, multiclass
D18V4, multiclass
D18V5, multiclass
        clus
vv       AMP PEAK 18(12Q15) CNV AMP PEAK 18(12Q15) WILD-TYPE
  CLUS_1                     52                           95
  CLUS_2                     41                           92
  CLUS_3                     29                           88
D18V6, multiclass
        clus
vv       AMP PEAK 18(12Q15) CNV AMP PEAK 18(12Q15) WILD-TYPE
  CLUS_1                     58                          103
  CLUS_2                     25                           85
  CLUS_3                     39                           87
D18V7, multiclass
        clus
vv       AMP PEAK 18(12Q15) CNV AMP PEAK 18(12Q15) WILD-TYPE
  CLUS_1                     63                          171
  CLUS_2                     18                          130
  CLUS_3                    142                          304
D18V8, multiclass
        clus
vv       AMP PEAK 18(12Q15) CNV AMP PEAK 18(12Q15) WILD-TYPE
  CLUS_1                     37                          179
  CLUS_2                    138                          270
  CLUS_3                     48                          156
D18V9, multiclass
        clus
vv       AMP PEAK 18(12Q15) CNV AMP PEAK 18(12Q15) WILD-TYPE
  CLUS_1                     29                          205
  CLUS_2                    118                          274
  CLUS_3                     79                          176
D18V10, multiclass
        clus
vv       AMP PEAK 18(12Q15) CNV AMP PEAK 18(12Q15) WILD-TYPE
  CLUS_1                    112                          250
  CLUS_2                     51                          233
  CLUS_3                     63                          172

Clustering(19) Variable = Amp Peak 19(13q12.3)
D19V1, multiclass
D19V2, multiclass
        clus
vv       AMP PEAK 19(13Q12.3) CNV AMP PEAK 19(13Q12.3) WILD-TYPE
  CLUS_1                       14                            126
  CLUS_2                       25                            100
  CLUS_3                       42                            206
D19V3, multiclass
D19V4, multiclass
D19V5, multiclass
        clus
vv       AMP PEAK 19(13Q12.3) CNV AMP PEAK 19(13Q12.3) WILD-TYPE
  CLUS_1                       33                            114
  CLUS_2                       23                            110
  CLUS_3                       11                            106
D19V6, multiclass
        clus
vv       AMP PEAK 19(13Q12.3) CNV AMP PEAK 19(13Q12.3) WILD-TYPE
  CLUS_1                       27                            134
  CLUS_2                       13                             97
  CLUS_3                       27                             99
D19V7, multiclass
        clus
vv       AMP PEAK 19(13Q12.3) CNV AMP PEAK 19(13Q12.3) WILD-TYPE
  CLUS_1                       45                            189
  CLUS_2                        6                            142
  CLUS_3                       70                            376
D19V8, multiclass
        clus
vv       AMP PEAK 19(13Q12.3) CNV AMP PEAK 19(13Q12.3) WILD-TYPE
  CLUS_1                       17                            199
  CLUS_2                       68                            340
  CLUS_3                       36                            168
D19V9, multiclass
        clus
vv       AMP PEAK 19(13Q12.3) CNV AMP PEAK 19(13Q12.3) WILD-TYPE
  CLUS_1                       17                            217
  CLUS_2                       55                            337
  CLUS_3                       51                            204
D19V10, multiclass
        clus
vv       AMP PEAK 19(13Q12.3) CNV AMP PEAK 19(13Q12.3) WILD-TYPE
  CLUS_1                       51                            311
  CLUS_2                       24                            260
  CLUS_3                       48                            187

Clustering(20) Variable = Amp Peak 20(13q34)
D20V1, multiclass
D20V2, multiclass
        clus
vv       AMP PEAK 20(13Q34) CNV AMP PEAK 20(13Q34) WILD-TYPE
  CLUS_1                     12                          128
  CLUS_2                     47                           78
  CLUS_3                     37                          211
D20V3, multiclass
D20V4, multiclass
D20V5, multiclass
        clus
vv       AMP PEAK 20(13Q34) CNV AMP PEAK 20(13Q34) WILD-TYPE
  CLUS_1                     48                           99
  CLUS_2                     22                          111
  CLUS_3                     11                          106
D20V6, multiclass
        clus
vv       AMP PEAK 20(13Q34) CNV AMP PEAK 20(13Q34) WILD-TYPE
  CLUS_1                     25                          136
  CLUS_2                      9                          101
  CLUS_3                     47                           79
D20V7, multiclass
        clus
vv       AMP PEAK 20(13Q34) CNV AMP PEAK 20(13Q34) WILD-TYPE
  CLUS_1                     77                          157
  CLUS_2                      7                          141
  CLUS_3                     59                          387
D20V8, multiclass
        clus
vv       AMP PEAK 20(13Q34) CNV AMP PEAK 20(13Q34) WILD-TYPE
  CLUS_1                     15                          201
  CLUS_2                     55                          353
  CLUS_3                     73                          131
D20V9, multiclass
        clus
vv       AMP PEAK 20(13Q34) CNV AMP PEAK 20(13Q34) WILD-TYPE
  CLUS_1                     25                          209
  CLUS_2                     44                          348
  CLUS_3                     86                          169
D20V10, multiclass
        clus
vv       AMP PEAK 20(13Q34) CNV AMP PEAK 20(13Q34) WILD-TYPE
  CLUS_1                     47                          315
  CLUS_2                     19                          265
  CLUS_3                     89                          146

Clustering(21) Variable = Amp Peak 21(14q21.1)
D21V1, multiclass
D21V2, multiclass
        clus
vv       AMP PEAK 21(14Q21.1) CNV AMP PEAK 21(14Q21.1) WILD-TYPE
  CLUS_1                       23                            117
  CLUS_2                       19                            106
  CLUS_3                       69                            179
D21V3, multiclass
D21V4, multiclass
D21V5, multiclass
        clus
vv       AMP PEAK 21(14Q21.1) CNV AMP PEAK 21(14Q21.1) WILD-TYPE
  CLUS_1                       41                            106
  CLUS_2                       24                            109
  CLUS_3                       21                             96
D21V6, multiclass
        clus
vv       AMP PEAK 21(14Q21.1) CNV AMP PEAK 21(14Q21.1) WILD-TYPE
  CLUS_1                       44                            117
  CLUS_2                       16                             94
  CLUS_3                       26                            100
D21V7, multiclass
        clus
vv       AMP PEAK 21(14Q21.1) CNV AMP PEAK 21(14Q21.1) WILD-TYPE
  CLUS_1                       42                            192
  CLUS_2                       15                            133
  CLUS_3                      117                            329
D21V8, multiclass
        clus
vv       AMP PEAK 21(14Q21.1) CNV AMP PEAK 21(14Q21.1) WILD-TYPE
  CLUS_1                       27                            189
  CLUS_2                      115                            293
  CLUS_3                       32                            172
D21V9, multiclass
        clus
vv       AMP PEAK 21(14Q21.1) CNV AMP PEAK 21(14Q21.1) WILD-TYPE
  CLUS_1                       21                            213
  CLUS_2                       95                            297
  CLUS_3                       58                            197
D21V10, multiclass
        clus
vv       AMP PEAK 21(14Q21.1) CNV AMP PEAK 21(14Q21.1) WILD-TYPE
  CLUS_1                       82                            280
  CLUS_2                       44                            240
  CLUS_3                       48                            187

Clustering(22) Variable = Amp Peak 22(15q26.3)
D22V1, multiclass
D22V2, multiclass
        clus
vv       AMP PEAK 22(15Q26.3) CNV AMP PEAK 22(15Q26.3) WILD-TYPE
  CLUS_1                       20                            120
  CLUS_2                       37                             88
  CLUS_3                       46                            202
D22V3, multiclass
D22V4, multiclass
D22V5, multiclass
        clus
vv       AMP PEAK 22(15Q26.3) CNV AMP PEAK 22(15Q26.3) WILD-TYPE
  CLUS_1                       47                            100
  CLUS_2                       18                            115
  CLUS_3                       17                            100
D22V6, multiclass
        clus
vv       AMP PEAK 22(15Q26.3) CNV AMP PEAK 22(15Q26.3) WILD-TYPE
  CLUS_1                       31                            130
  CLUS_2                       16                             94
  CLUS_3                       35                             91
D22V7, multiclass
        clus
vv       AMP PEAK 22(15Q26.3) CNV AMP PEAK 22(15Q26.3) WILD-TYPE
  CLUS_1                       70                            164
  CLUS_2                       10                            138
  CLUS_3                       74                            372
D22V8, multiclass
        clus
vv       AMP PEAK 22(15Q26.3) CNV AMP PEAK 22(15Q26.3) WILD-TYPE
  CLUS_1                       24                            192
  CLUS_2                       70                            338
  CLUS_3                       60                            144
D22V9, multiclass
        clus
vv       AMP PEAK 22(15Q26.3) CNV AMP PEAK 22(15Q26.3) WILD-TYPE
  CLUS_1                       31                            203
  CLUS_2                       51                            341
  CLUS_3                       77                            178
D22V10, multiclass
        clus
vv       AMP PEAK 22(15Q26.3) CNV AMP PEAK 22(15Q26.3) WILD-TYPE
  CLUS_1                       59                            303
  CLUS_2                       28                            256
  CLUS_3                       72                            163

Clustering(23) Variable = Amp Peak 23(17q12)
D23V1, multiclass
D23V2, multiclass
        clus
vv       AMP PEAK 23(17Q12) CNV AMP PEAK 23(17Q12) WILD-TYPE
  CLUS_1                     28                          112
  CLUS_2                     39                           86
  CLUS_3                     98                          150
D23V3, multiclass
D23V4, multiclass
D23V5, multiclass
        clus
vv       AMP PEAK 23(17Q12) CNV AMP PEAK 23(17Q12) WILD-TYPE
  CLUS_1                     58                           89
  CLUS_2                     40                           93
  CLUS_3                     30                           87
D23V6, multiclass
        clus
vv       AMP PEAK 23(17Q12) CNV AMP PEAK 23(17Q12) WILD-TYPE
  CLUS_1                     46                          115
  CLUS_2                     28                           82
  CLUS_3                     54                           72
D23V7, multiclass
        clus
vv       AMP PEAK 23(17Q12) CNV AMP PEAK 23(17Q12) WILD-TYPE
  CLUS_1                     89                          145
  CLUS_2                     28                          120
  CLUS_3                    159                          287
D23V8, multiclass
        clus
vv       AMP PEAK 23(17Q12) CNV AMP PEAK 23(17Q12) WILD-TYPE
  CLUS_1                     50                          166
  CLUS_2                    157                          251
  CLUS_3                     69                          135
D23V9, multiclass
        clus
vv       AMP PEAK 23(17Q12) CNV AMP PEAK 23(17Q12) WILD-TYPE
  CLUS_1                     59                          175
  CLUS_2                    133                          259
  CLUS_3                     94                          161
D23V10, multiclass
        clus
vv       AMP PEAK 23(17Q12) CNV AMP PEAK 23(17Q12) WILD-TYPE
  CLUS_1                    133                          229
  CLUS_2                     75                          209
  CLUS_3                     78                          157

Clustering(24) Variable = Amp Peak 24(17q23.1)
D24V1, multiclass
D24V2, multiclass
        clus
vv       AMP PEAK 24(17Q23.1) CNV AMP PEAK 24(17Q23.1) WILD-TYPE
  CLUS_1                       44                             96
  CLUS_2                       48                             77
  CLUS_3                      123                            125
D24V3, multiclass
D24V4, multiclass
D24V5, multiclass
        clus
vv       AMP PEAK 24(17Q23.1) CNV AMP PEAK 24(17Q23.1) WILD-TYPE
  CLUS_1                       69                             78
  CLUS_2                       54                             79
  CLUS_3                       42                             75
D24V6, multiclass
        clus
vv       AMP PEAK 24(17Q23.1) CNV AMP PEAK 24(17Q23.1) WILD-TYPE
  CLUS_1                       74                             87
  CLUS_2                       43                             67
  CLUS_3                       48                             78
D24V7, multiclass
        clus
vv       AMP PEAK 24(17Q23.1) CNV AMP PEAK 24(17Q23.1) WILD-TYPE
  CLUS_1                       99                            135
  CLUS_2                       43                            105
  CLUS_3                      209                            237
D24V8, multiclass
        clus
vv       AMP PEAK 24(17Q23.1) CNV AMP PEAK 24(17Q23.1) WILD-TYPE
  CLUS_1                       76                            140
  CLUS_2                      195                            213
  CLUS_3                       80                            124
D24V9, multiclass
        clus
vv       AMP PEAK 24(17Q23.1) CNV AMP PEAK 24(17Q23.1) WILD-TYPE
  CLUS_1                       65                            169
  CLUS_2                      167                            225
  CLUS_3                      132                            123
D24V10, multiclass
        clus
vv       AMP PEAK 24(17Q23.1) CNV AMP PEAK 24(17Q23.1) WILD-TYPE
  CLUS_1                      175                            187
  CLUS_2                       84                            200
  CLUS_3                      105                            130

Clustering(25) Variable = Amp Peak 25(19q12)
D25V1, multiclass
D25V2, multiclass
        clus
vv       AMP PEAK 25(19Q12) CNV AMP PEAK 25(19Q12) WILD-TYPE
  CLUS_1                     22                          118
  CLUS_2                     64                           61
  CLUS_3                     54                          194
D25V3, multiclass
D25V4, multiclass
D25V5, multiclass
        clus
vv       AMP PEAK 25(19Q12) CNV AMP PEAK 25(19Q12) WILD-TYPE
  CLUS_1                     64                           83
  CLUS_2                     23                          110
  CLUS_3                     23                           94
D25V6, multiclass
        clus
vv       AMP PEAK 25(19Q12) CNV AMP PEAK 25(19Q12) WILD-TYPE
  CLUS_1                     29                          132
  CLUS_2                     24                           86
  CLUS_3                     57                           69
D25V7, multiclass
        clus
vv       AMP PEAK 25(19Q12) CNV AMP PEAK 25(19Q12) WILD-TYPE
  CLUS_1                    109                          125
  CLUS_2                     26                          122
  CLUS_3                     79                          367
D25V8, multiclass
        clus
vv       AMP PEAK 25(19Q12) CNV AMP PEAK 25(19Q12) WILD-TYPE
  CLUS_1                     37                          179
  CLUS_2                     78                          330
  CLUS_3                     99                          105
D25V9, multiclass
        clus
vv       AMP PEAK 25(19Q12) CNV AMP PEAK 25(19Q12) WILD-TYPE
  CLUS_1                     45                          189
  CLUS_2                     71                          321
  CLUS_3                    111                          144
D25V10, multiclass
        clus
vv       AMP PEAK 25(19Q12) CNV AMP PEAK 25(19Q12) WILD-TYPE
  CLUS_1                     65                          297
  CLUS_2                     48                          236
  CLUS_3                    114                          121

Clustering(26) Variable = Amp Peak 26(19q13.42)
D26V1, multiclass
D26V2, multiclass
        clus
vv       AMP PEAK 26(19Q13.42) CNV AMP PEAK 26(19Q13.42) WILD-TYPE
  CLUS_1                        29                             111
  CLUS_2                        45                              80
  CLUS_3                        67                             181
D26V3, multiclass
D26V4, multiclass
D26V5, multiclass
        clus
vv       AMP PEAK 26(19Q13.42) CNV AMP PEAK 26(19Q13.42) WILD-TYPE
  CLUS_1                        56                              91
  CLUS_2                        29                             104
  CLUS_3                        25                              92
D26V6, multiclass
        clus
vv       AMP PEAK 26(19Q13.42) CNV AMP PEAK 26(19Q13.42) WILD-TYPE
  CLUS_1                        40                             121
  CLUS_2                        25                              85
  CLUS_3                        45                              81
D26V7, multiclass
        clus
vv       AMP PEAK 26(19Q13.42) CNV AMP PEAK 26(19Q13.42) WILD-TYPE
  CLUS_1                        82                             152
  CLUS_2                        31                             117
  CLUS_3                       108                             338
D26V8, multiclass
        clus
vv       AMP PEAK 26(19Q13.42) CNV AMP PEAK 26(19Q13.42) WILD-TYPE
  CLUS_1                        46                             170
  CLUS_2                       108                             300
  CLUS_3                        67                             137
D26V9, multiclass
        clus
vv       AMP PEAK 26(19Q13.42) CNV AMP PEAK 26(19Q13.42) WILD-TYPE
  CLUS_1                        43                             191
  CLUS_2                        91                             301
  CLUS_3                        95                             160
D26V10, multiclass
        clus
vv       AMP PEAK 26(19Q13.42) CNV AMP PEAK 26(19Q13.42) WILD-TYPE
  CLUS_1                        87                             275
  CLUS_2                        62                             222
  CLUS_3                        80                             155

Clustering(27) Variable = Amp Peak 27(20q13.2)
D27V1, multiclass
D27V2, multiclass
        clus
vv       AMP PEAK 27(20Q13.2) CNV AMP PEAK 27(20Q13.2) WILD-TYPE
  CLUS_1                       55                             85
  CLUS_2                       69                             56
  CLUS_3                      150                             98
D27V3, multiclass
D27V4, multiclass
D27V5, multiclass
        clus
vv       AMP PEAK 27(20Q13.2) CNV AMP PEAK 27(20Q13.2) WILD-TYPE
  CLUS_1                       99                             48
  CLUS_2                       67                             66
  CLUS_3                       53                             64
D27V6, multiclass
        clus
vv       AMP PEAK 27(20Q13.2) CNV AMP PEAK 27(20Q13.2) WILD-TYPE
  CLUS_1                       94                             67
  CLUS_2                       48                             62
  CLUS_3                       77                             49
D27V7, multiclass
        clus
vv       AMP PEAK 27(20Q13.2) CNV AMP PEAK 27(20Q13.2) WILD-TYPE
  CLUS_1                      140                             94
  CLUS_2                       45                            103
  CLUS_3                      253                            193
D27V8, multiclass
        clus
vv       AMP PEAK 27(20Q13.2) CNV AMP PEAK 27(20Q13.2) WILD-TYPE
  CLUS_1                       80                            136
  CLUS_2                      245                            163
  CLUS_3                      113                             91
D27V9, multiclass
        clus
vv       AMP PEAK 27(20Q13.2) CNV AMP PEAK 27(20Q13.2) WILD-TYPE
  CLUS_1                       80                            154
  CLUS_2                      214                            178
  CLUS_3                      159                             96
D27V10, multiclass
        clus
vv       AMP PEAK 27(20Q13.2) CNV AMP PEAK 27(20Q13.2) WILD-TYPE
  CLUS_1                      205                            157
  CLUS_2                      110                            174
  CLUS_3                      138                             97

Clustering(28) Variable = Del Peak  1(1p36.13)
D28V1, multiclass
D28V2, multiclass
        clus
vv       DEL PEAK  1(1P36.13) CNV DEL PEAK  1(1P36.13) WILD-TYPE
  CLUS_1                       43                             97
  CLUS_2                       50                             75
  CLUS_3                      125                            123
D28V3, multiclass
D28V4, multiclass
D28V5, multiclass
        clus
vv       DEL PEAK  1(1P36.13) CNV DEL PEAK  1(1P36.13) WILD-TYPE
  CLUS_1                       76                             71
  CLUS_2                       58                             75
  CLUS_3                       38                             79
D28V6, multiclass
        clus
vv       DEL PEAK  1(1P36.13) CNV DEL PEAK  1(1P36.13) WILD-TYPE
  CLUS_1                       73                             88
  CLUS_2                       38                             72
  CLUS_3                       61                             65
D28V7, multiclass
        clus
vv       DEL PEAK  1(1P36.13) CNV DEL PEAK  1(1P36.13) WILD-TYPE
  CLUS_1                      105                            129
  CLUS_2                       37                            111
  CLUS_3                      207                            239
D28V8, multiclass
        clus
vv       DEL PEAK  1(1P36.13) CNV DEL PEAK  1(1P36.13) WILD-TYPE
  CLUS_1                       68                            148
  CLUS_2                      201                            207
  CLUS_3                       80                            124
D28V9, multiclass
        clus
vv       DEL PEAK  1(1P36.13) CNV DEL PEAK  1(1P36.13) WILD-TYPE
  CLUS_1                       64                            170
  CLUS_2                      168                            224
  CLUS_3                      131                            124
D28V10, multiclass
        clus
vv       DEL PEAK  1(1P36.13) CNV DEL PEAK  1(1P36.13) WILD-TYPE
  CLUS_1                      168                            194
  CLUS_2                       91                            193
  CLUS_3                      104                            131

Clustering(29) Variable = Del Peak  2(1p22.1)
D29V1, multiclass
D29V2, multiclass
        clus
vv       DEL PEAK  2(1P22.1) CNV DEL PEAK  2(1P22.1) WILD-TYPE
  CLUS_1                      40                           100
  CLUS_2                      30                            95
  CLUS_3                     110                           138
D29V3, multiclass
D29V4, multiclass
D29V5, multiclass
        clus
vv       DEL PEAK  2(1P22.1) CNV DEL PEAK  2(1P22.1) WILD-TYPE
  CLUS_1                      54                            93
  CLUS_2                      52                            81
  CLUS_3                      28                            89
D29V6, multiclass
        clus
vv       DEL PEAK  2(1P22.1) CNV DEL PEAK  2(1P22.1) WILD-TYPE
  CLUS_1                      65                            96
  CLUS_2                      29                            81
  CLUS_3                      40                            86
D29V7, multiclass
        clus
vv       DEL PEAK  2(1P22.1) CNV DEL PEAK  2(1P22.1) WILD-TYPE
  CLUS_1                      68                           166
  CLUS_2                      38                           110
  CLUS_3                     180                           266
D29V8, multiclass
        clus
vv       DEL PEAK  2(1P22.1) CNV DEL PEAK  2(1P22.1) WILD-TYPE
  CLUS_1                      64                           152
  CLUS_2                     174                           234
  CLUS_3                      48                           156
D29V9, multiclass
        clus
vv       DEL PEAK  2(1P22.1) CNV DEL PEAK  2(1P22.1) WILD-TYPE
  CLUS_1                      61                           173
  CLUS_2                     147                           245
  CLUS_3                      87                           168
D29V10, multiclass
        clus
vv       DEL PEAK  2(1P22.1) CNV DEL PEAK  2(1P22.1) WILD-TYPE
  CLUS_1                     139                           223
  CLUS_2                      88                           196
  CLUS_3                      68                           167

Clustering(30) Variable = Del Peak  3(2q37.3)
D30V1, multiclass
D30V2, multiclass
        clus
vv       DEL PEAK  3(2Q37.3) CNV DEL PEAK  3(2Q37.3) WILD-TYPE
  CLUS_1                      20                           120
  CLUS_2                      58                            67
  CLUS_3                      82                           166
D30V3, multiclass
D30V4, multiclass
D30V5, multiclass
        clus
vv       DEL PEAK  3(2Q37.3) CNV DEL PEAK  3(2Q37.3) WILD-TYPE
  CLUS_1                      70                            77
  CLUS_2                      38                            95
  CLUS_3                      16                           101
D30V6, multiclass
        clus
vv       DEL PEAK  3(2Q37.3) CNV DEL PEAK  3(2Q37.3) WILD-TYPE
  CLUS_1                      56                           105
  CLUS_2                      13                            97
  CLUS_3                      55                            71
D30V7, multiclass
        clus
vv       DEL PEAK  3(2Q37.3) CNV DEL PEAK  3(2Q37.3) WILD-TYPE
  CLUS_1                     103                           131
  CLUS_2                      17                           131
  CLUS_3                     126                           320
D30V8, multiclass
        clus
vv       DEL PEAK  3(2Q37.3) CNV DEL PEAK  3(2Q37.3) WILD-TYPE
  CLUS_1                      35                           181
  CLUS_2                     125                           283
  CLUS_3                      86                           118
D30V9, multiclass
        clus
vv       DEL PEAK  3(2Q37.3) CNV DEL PEAK  3(2Q37.3) WILD-TYPE
  CLUS_1                      43                           191
  CLUS_2                      99                           293
  CLUS_3                     116                           139
D30V10, multiclass
        clus
vv       DEL PEAK  3(2Q37.3) CNV DEL PEAK  3(2Q37.3) WILD-TYPE
  CLUS_1                     110                           252
  CLUS_2                      53                           231
  CLUS_3                      95                           140

Clustering(31) Variable = Del Peak  4(3p14.3)
D31V1, multiclass
D31V2, multiclass
        clus
vv       DEL PEAK  4(3P14.3) CNV DEL PEAK  4(3P14.3) WILD-TYPE
  CLUS_1                      36                           104
  CLUS_2                      67                            58
  CLUS_3                      60                           188
D31V3, multiclass
D31V4, multiclass
D31V5, multiclass
        clus
vv       DEL PEAK  4(3P14.3) CNV DEL PEAK  4(3P14.3) WILD-TYPE
  CLUS_1                      79                            68
  CLUS_2                      25                           108
  CLUS_3                      32                            85
D31V6, multiclass
        clus
vv       DEL PEAK  4(3P14.3) CNV DEL PEAK  4(3P14.3) WILD-TYPE
  CLUS_1                      40                           121
  CLUS_2                      31                            79
  CLUS_3                      65                            61
D31V7, multiclass
        clus
vv       DEL PEAK  4(3P14.3) CNV DEL PEAK  4(3P14.3) WILD-TYPE
  CLUS_1                     127                           107
  CLUS_2                      28                           120
  CLUS_3                     102                           344
D31V8, multiclass
        clus
vv       DEL PEAK  4(3P14.3) CNV DEL PEAK  4(3P14.3) WILD-TYPE
  CLUS_1                      45                           171
  CLUS_2                     105                           303
  CLUS_3                     107                            97
D31V9, multiclass
        clus
vv       DEL PEAK  4(3P14.3) CNV DEL PEAK  4(3P14.3) WILD-TYPE
  CLUS_1                      45                           189
  CLUS_2                      87                           305
  CLUS_3                     136                           119
D31V10, multiclass
        clus
vv       DEL PEAK  4(3P14.3) CNV DEL PEAK  4(3P14.3) WILD-TYPE
  CLUS_1                     100                           262
  CLUS_2                      51                           233
  CLUS_3                     117                           118

Clustering(32) Variable = Del Peak  5(4p16.3)
D32V1, multiclass
D32V2, multiclass
        clus
vv       DEL PEAK  5(4P16.3) CNV DEL PEAK  5(4P16.3) WILD-TYPE
  CLUS_1                      24                           116
  CLUS_2                      72                            53
  CLUS_3                      71                           177
D32V3, multiclass
D32V4, multiclass
D32V5, multiclass
        clus
vv       DEL PEAK  5(4P16.3) CNV DEL PEAK  5(4P16.3) WILD-TYPE
  CLUS_1                      75                            72
  CLUS_2                      39                            94
  CLUS_3                      24                            93
D32V6, multiclass
        clus
vv       DEL PEAK  5(4P16.3) CNV DEL PEAK  5(4P16.3) WILD-TYPE
  CLUS_1                      48                           113
  CLUS_2                      24                            86
  CLUS_3                      66                            60
D32V7, multiclass
        clus
vv       DEL PEAK  5(4P16.3) CNV DEL PEAK  5(4P16.3) WILD-TYPE
  CLUS_1                     134                           100
  CLUS_2                      20                           128
  CLUS_3                     104                           342
D32V8, multiclass
        clus
vv       DEL PEAK  5(4P16.3) CNV DEL PEAK  5(4P16.3) WILD-TYPE
  CLUS_1                      38                           178
  CLUS_2                     105                           303
  CLUS_3                     115                            89
D32V9, multiclass
        clus
vv       DEL PEAK  5(4P16.3) CNV DEL PEAK  5(4P16.3) WILD-TYPE
  CLUS_1                      48                           186
  CLUS_2                      94                           298
  CLUS_3                     129                           126
D32V10, multiclass
        clus
vv       DEL PEAK  5(4P16.3) CNV DEL PEAK  5(4P16.3) WILD-TYPE
  CLUS_1                      93                           269
  CLUS_2                      52                           232
  CLUS_3                     126                           109

Clustering(33) Variable = Del Peak  6(4q35.2)
D33V1, multiclass
D33V2, multiclass
        clus
vv       DEL PEAK  6(4Q35.2) CNV DEL PEAK  6(4Q35.2) WILD-TYPE
  CLUS_1                      29                           111
  CLUS_2                      63                            62
  CLUS_3                      73                           175
D33V3, multiclass
D33V4, multiclass
D33V5, multiclass
        clus
vv       DEL PEAK  6(4Q35.2) CNV DEL PEAK  6(4Q35.2) WILD-TYPE
  CLUS_1                      78                            69
  CLUS_2                      35                            98
  CLUS_3                      24                            93
D33V6, multiclass
        clus
vv       DEL PEAK  6(4Q35.2) CNV DEL PEAK  6(4Q35.2) WILD-TYPE
  CLUS_1                      46                           115
  CLUS_2                      25                            85
  CLUS_3                      66                            60
D33V7, multiclass
        clus
vv       DEL PEAK  6(4Q35.2) CNV DEL PEAK  6(4Q35.2) WILD-TYPE
  CLUS_1                     131                           103
  CLUS_2                      21                           127
  CLUS_3                     107                           339
D33V8, multiclass
        clus
vv       DEL PEAK  6(4Q35.2) CNV DEL PEAK  6(4Q35.2) WILD-TYPE
  CLUS_1                      43                           173
  CLUS_2                     107                           301
  CLUS_3                     109                            95
D33V9, multiclass
        clus
vv       DEL PEAK  6(4Q35.2) CNV DEL PEAK  6(4Q35.2) WILD-TYPE
  CLUS_1                      48                           186
  CLUS_2                      97                           295
  CLUS_3                     126                           129
D33V10, multiclass
        clus
vv       DEL PEAK  6(4Q35.2) CNV DEL PEAK  6(4Q35.2) WILD-TYPE
  CLUS_1                      87                           275
  CLUS_2                      57                           227
  CLUS_3                     127                           108

Clustering(34) Variable = Del Peak  7(5q11.2)
D34V1, multiclass
D34V2, multiclass
        clus
vv       DEL PEAK  7(5Q11.2) CNV DEL PEAK  7(5Q11.2) WILD-TYPE
  CLUS_1                      14                           126
  CLUS_2                      79                            46
  CLUS_3                      41                           207
D34V3, multiclass
D34V4, multiclass
D34V5, multiclass
        clus
vv       DEL PEAK  7(5Q11.2) CNV DEL PEAK  7(5Q11.2) WILD-TYPE
  CLUS_1                      78                            69
  CLUS_2                      13                           120
  CLUS_3                      23                            94
D34V6, multiclass
        clus
vv       DEL PEAK  7(5Q11.2) CNV DEL PEAK  7(5Q11.2) WILD-TYPE
  CLUS_1                      26                           135
  CLUS_2                      13                            97
  CLUS_3                      75                            51
D34V7, multiclass
        clus
vv       DEL PEAK  7(5Q11.2) CNV DEL PEAK  7(5Q11.2) WILD-TYPE
  CLUS_1                     140                            94
  CLUS_2                      11                           137
  CLUS_3                      67                           379
D34V8, multiclass
        clus
vv       DEL PEAK  7(5Q11.2) CNV DEL PEAK  7(5Q11.2) WILD-TYPE
  CLUS_1                      19                           197
  CLUS_2                      67                           341
  CLUS_3                     132                            72
D34V9, multiclass
        clus
vv       DEL PEAK  7(5Q11.2) CNV DEL PEAK  7(5Q11.2) WILD-TYPE
  CLUS_1                      32                           202
  CLUS_2                      45                           347
  CLUS_3                     145                           110
D34V10, multiclass
        clus
vv       DEL PEAK  7(5Q11.2) CNV DEL PEAK  7(5Q11.2) WILD-TYPE
  CLUS_1                      63                           299
  CLUS_2                      16                           268
  CLUS_3                     143                            92

Clustering(35) Variable = Del Peak  8(5q21.3)
D35V1, multiclass
D35V2, multiclass
        clus
vv       DEL PEAK  8(5Q21.3) CNV DEL PEAK  8(5Q21.3) WILD-TYPE
  CLUS_1                      12                           128
  CLUS_2                      80                            45
  CLUS_3                      41                           207
D35V3, multiclass
D35V4, multiclass
D35V5, multiclass
        clus
vv       DEL PEAK  8(5Q21.3) CNV DEL PEAK  8(5Q21.3) WILD-TYPE
  CLUS_1                      76                            71
  CLUS_2                      13                           120
  CLUS_3                      23                            94
D35V6, multiclass
        clus
vv       DEL PEAK  8(5Q21.3) CNV DEL PEAK  8(5Q21.3) WILD-TYPE
  CLUS_1                      26                           135
  CLUS_2                      15                            95
  CLUS_3                      71                            55
D35V7, multiclass
        clus
vv       DEL PEAK  8(5Q21.3) CNV DEL PEAK  8(5Q21.3) WILD-TYPE
  CLUS_1                     143                            91
  CLUS_2                       8                           140
  CLUS_3                      57                           389
D35V8, multiclass
        clus
vv       DEL PEAK  8(5Q21.3) CNV DEL PEAK  8(5Q21.3) WILD-TYPE
  CLUS_1                      18                           198
  CLUS_2                      57                           351
  CLUS_3                     133                            71
D35V9, multiclass
        clus
vv       DEL PEAK  8(5Q21.3) CNV DEL PEAK  8(5Q21.3) WILD-TYPE
  CLUS_1                      31                           203
  CLUS_2                      42                           350
  CLUS_3                     142                           113
D35V10, multiclass
        clus
vv       DEL PEAK  8(5Q21.3) CNV DEL PEAK  8(5Q21.3) WILD-TYPE
  CLUS_1                      55                           307
  CLUS_2                      14                           270
  CLUS_3                     146                            89

Clustering(36) Variable = Del Peak  9(6p25.3)
D36V1, multiclass
D36V2, multiclass
        clus
vv       DEL PEAK  9(6P25.3) CNV DEL PEAK  9(6P25.3) WILD-TYPE
  CLUS_1                      24                           116
  CLUS_2                      20                           105
  CLUS_3                      51                           197
D36V3, multiclass
D36V4, multiclass
D36V5, multiclass
        clus
vv       DEL PEAK  9(6P25.3) CNV DEL PEAK  9(6P25.3) WILD-TYPE
  CLUS_1                      34                           113
  CLUS_2                      25                           108
  CLUS_3                      20                            97
D36V6, multiclass
        clus
vv       DEL PEAK  9(6P25.3) CNV DEL PEAK  9(6P25.3) WILD-TYPE
  CLUS_1                      36                           125
  CLUS_2                      19                            91
  CLUS_3                      24                           102
D36V7, multiclass
        clus
vv       DEL PEAK  9(6P25.3) CNV DEL PEAK  9(6P25.3) WILD-TYPE
  CLUS_1                      43                           191
  CLUS_2                      14                           134
  CLUS_3                      96                           350
D36V8, multiclass
        clus
vv       DEL PEAK  9(6P25.3) CNV DEL PEAK  9(6P25.3) WILD-TYPE
  CLUS_1                      26                           190
  CLUS_2                      90                           318
  CLUS_3                      37                           167
D36V9, multiclass
        clus
vv       DEL PEAK  9(6P25.3) CNV DEL PEAK  9(6P25.3) WILD-TYPE
  CLUS_1                      37                           197
  CLUS_2                      79                           313
  CLUS_3                      53                           202
D36V10, multiclass
        clus
vv       DEL PEAK  9(6P25.3) CNV DEL PEAK  9(6P25.3) WILD-TYPE
  CLUS_1                      79                           283
  CLUS_2                      41                           243
  CLUS_3                      49                           186

Clustering(37) Variable = Del Peak 10(6q15)
D37V1, multiclass
D37V2, multiclass
        clus
vv       DEL PEAK 10(6Q15) CNV DEL PEAK 10(6Q15) WILD-TYPE
  CLUS_1                    49                          91
  CLUS_2                    26                          99
  CLUS_3                    97                         151
D37V3, multiclass
D37V4, multiclass
D37V5, multiclass
        clus
vv       DEL PEAK 10(6Q15) CNV DEL PEAK 10(6Q15) WILD-TYPE
  CLUS_1                    44                         103
  CLUS_2                    49                          84
  CLUS_3                    41                          76
D37V6, multiclass
        clus
vv       DEL PEAK 10(6Q15) CNV DEL PEAK 10(6Q15) WILD-TYPE
  CLUS_1                    61                         100
  CLUS_2                    40                          70
  CLUS_3                    33                          93
D37V7, multiclass
        clus
vv       DEL PEAK 10(6Q15) CNV DEL PEAK 10(6Q15) WILD-TYPE
  CLUS_1                    56                         178
  CLUS_2                    43                         105
  CLUS_3                   181                         265
D37V8, multiclass
        clus
vv       DEL PEAK 10(6Q15) CNV DEL PEAK 10(6Q15) WILD-TYPE
  CLUS_1                    66                         150
  CLUS_2                   164                         244
  CLUS_3                    50                         154
D37V9, multiclass
        clus
vv       DEL PEAK 10(6Q15) CNV DEL PEAK 10(6Q15) WILD-TYPE
  CLUS_1                    71                         163
  CLUS_2                   151                         241
  CLUS_3                    72                         183
D37V10, multiclass
        clus
vv       DEL PEAK 10(6Q15) CNV DEL PEAK 10(6Q15) WILD-TYPE
  CLUS_1                   150                         212
  CLUS_2                    86                         198
  CLUS_3                    58                         177

Clustering(38) Variable = Del Peak 11(6q27)
D38V1, multiclass
D38V2, multiclass
        clus
vv       DEL PEAK 11(6Q27) CNV DEL PEAK 11(6Q27) WILD-TYPE
  CLUS_1                    49                          91
  CLUS_2                    41                          84
  CLUS_3                    94                         154
D38V3, multiclass
D38V4, multiclass
D38V5, multiclass
        clus
vv       DEL PEAK 11(6Q27) CNV DEL PEAK 11(6Q27) WILD-TYPE
  CLUS_1                    63                          84
  CLUS_2                    44                          89
  CLUS_3                    37                          80
D38V6, multiclass
        clus
vv       DEL PEAK 11(6Q27) CNV DEL PEAK 11(6Q27) WILD-TYPE
  CLUS_1                    61                         100
  CLUS_2                    37                          73
  CLUS_3                    46                          80
D38V7, multiclass
        clus
vv       DEL PEAK 11(6Q27) CNV DEL PEAK 11(6Q27) WILD-TYPE
  CLUS_1                    85                         149
  CLUS_2                    44                         104
  CLUS_3                   160                         286
D38V8, multiclass
        clus
vv       DEL PEAK 11(6Q27) CNV DEL PEAK 11(6Q27) WILD-TYPE
  CLUS_1                    69                         147
  CLUS_2                   148                         260
  CLUS_3                    72                         132
D38V9, multiclass
        clus
vv       DEL PEAK 11(6Q27) CNV DEL PEAK 11(6Q27) WILD-TYPE
  CLUS_1                    77                         157
  CLUS_2                   131                         261
  CLUS_3                    97                         158
D38V10, multiclass
        clus
vv       DEL PEAK 11(6Q27) CNV DEL PEAK 11(6Q27) WILD-TYPE
  CLUS_1                   138                         224
  CLUS_2                    86                         198
  CLUS_3                    81                         154

Clustering(39) Variable = Del Peak 12(7p22.3)
D39V1, multiclass
D39V2, multiclass
        clus
vv       DEL PEAK 12(7P22.3) CNV DEL PEAK 12(7P22.3) WILD-TYPE
  CLUS_1                       8                           132
  CLUS_2                      27                            98
  CLUS_3                      40                           208
D39V3, multiclass
D39V4, multiclass
D39V5, multiclass
        clus
vv       DEL PEAK 12(7P22.3) CNV DEL PEAK 12(7P22.3) WILD-TYPE
  CLUS_1                      29                           118
  CLUS_2                      15                           118
  CLUS_3                      10                           107
D39V6, multiclass
        clus
vv       DEL PEAK 12(7P22.3) CNV DEL PEAK 12(7P22.3) WILD-TYPE
  CLUS_1                      19                           142
  CLUS_2                       8                           102
  CLUS_3                      27                            99
D39V7, multiclass
        clus
vv       DEL PEAK 12(7P22.3) CNV DEL PEAK 12(7P22.3) WILD-TYPE
  CLUS_1                      55                           179
  CLUS_2                       4                           144
  CLUS_3                      56                           390
D39V8, multiclass
        clus
vv       DEL PEAK 12(7P22.3) CNV DEL PEAK 12(7P22.3) WILD-TYPE
  CLUS_1                       9                           207
  CLUS_2                      60                           348
  CLUS_3                      46                           158
D39V9, multiclass
        clus
vv       DEL PEAK 12(7P22.3) CNV DEL PEAK 12(7P22.3) WILD-TYPE
  CLUS_1                       7                           227
  CLUS_2                      48                           344
  CLUS_3                      59                           196
D39V10, multiclass
        clus
vv       DEL PEAK 12(7P22.3) CNV DEL PEAK 12(7P22.3) WILD-TYPE
  CLUS_1                      46                           316
  CLUS_2                      12                           272
  CLUS_3                      56                           179

Clustering(40) Variable = Del Peak 13(7q36.1)
D40V1, multiclass
D40V2, multiclass
        clus
vv       DEL PEAK 13(7Q36.1) CNV DEL PEAK 13(7Q36.1) WILD-TYPE
  CLUS_1                      18                           122
  CLUS_2                      29                            96
  CLUS_3                      55                           193
D40V3, multiclass
D40V4, multiclass
D40V5, multiclass
        clus
vv       DEL PEAK 13(7Q36.1) CNV DEL PEAK 13(7Q36.1) WILD-TYPE
  CLUS_1                      31                           116
  CLUS_2                      23                           110
  CLUS_3                      19                            98
D40V6, multiclass
        clus
vv       DEL PEAK 13(7Q36.1) CNV DEL PEAK 13(7Q36.1) WILD-TYPE
  CLUS_1                      24                           137
  CLUS_2                      17                            93
  CLUS_3                      32                            94
D40V7, multiclass
        clus
vv       DEL PEAK 13(7Q36.1) CNV DEL PEAK 13(7Q36.1) WILD-TYPE
  CLUS_1                      65                           169
  CLUS_2                      17                           131
  CLUS_3                      87                           359
D40V8, multiclass
        clus
vv       DEL PEAK 13(7Q36.1) CNV DEL PEAK 13(7Q36.1) WILD-TYPE
  CLUS_1                      25                           191
  CLUS_2                      95                           313
  CLUS_3                      49                           155
D40V9, multiclass
        clus
vv       DEL PEAK 13(7Q36.1) CNV DEL PEAK 13(7Q36.1) WILD-TYPE
  CLUS_1                      23                           211
  CLUS_2                      69                           323
  CLUS_3                      77                           178
D40V10, multiclass
        clus
vv       DEL PEAK 13(7Q36.1) CNV DEL PEAK 13(7Q36.1) WILD-TYPE
  CLUS_1                      73                           289
  CLUS_2                      30                           254
  CLUS_3                      66                           169

Clustering(41) Variable = Del Peak 14(8p23.2)
D41V1, multiclass
D41V2, multiclass
        clus
vv       DEL PEAK 14(8P23.2) CNV DEL PEAK 14(8P23.2) WILD-TYPE
  CLUS_1                      57                            83
  CLUS_2                      86                            39
  CLUS_3                     134                           114
D41V3, multiclass
D41V4, multiclass
D41V5, multiclass
        clus
vv       DEL PEAK 14(8P23.2) CNV DEL PEAK 14(8P23.2) WILD-TYPE
  CLUS_1                      95                            52
  CLUS_2                      62                            71
  CLUS_3                      68                            49
D41V6, multiclass
        clus
vv       DEL PEAK 14(8P23.2) CNV DEL PEAK 14(8P23.2) WILD-TYPE
  CLUS_1                      82                            79
  CLUS_2                      60                            50
  CLUS_3                      83                            43
D41V7, multiclass
        clus
vv       DEL PEAK 14(8P23.2) CNV DEL PEAK 14(8P23.2) WILD-TYPE
  CLUS_1                     162                            72
  CLUS_2                      49                            99
  CLUS_3                     232                           214
D41V8, multiclass
        clus
vv       DEL PEAK 14(8P23.2) CNV DEL PEAK 14(8P23.2) WILD-TYPE
  CLUS_1                      84                           132
  CLUS_2                     222                           186
  CLUS_3                     137                            67
D41V9, multiclass
        clus
vv       DEL PEAK 14(8P23.2) CNV DEL PEAK 14(8P23.2) WILD-TYPE
  CLUS_1                      98                           136
  CLUS_2                     203                           189
  CLUS_3                     163                            92
D41V10, multiclass
        clus
vv       DEL PEAK 14(8P23.2) CNV DEL PEAK 14(8P23.2) WILD-TYPE
  CLUS_1                     189                           173
  CLUS_2                     110                           174
  CLUS_3                     165                            70

Clustering(42) Variable = Del Peak 15(8p11.21)
D42V1, multiclass
D42V2, multiclass
        clus
vv       DEL PEAK 15(8P11.21) CNV DEL PEAK 15(8P11.21) WILD-TYPE
  CLUS_1                       19                            121
  CLUS_2                       35                             90
  CLUS_3                       48                            200
D42V3, multiclass
D42V4, multiclass
D42V5, multiclass
        clus
vv       DEL PEAK 15(8P11.21) CNV DEL PEAK 15(8P11.21) WILD-TYPE
  CLUS_1                       40                            107
  CLUS_2                       20                            113
  CLUS_3                       25                             92
D42V6, multiclass
        clus
vv       DEL PEAK 15(8P11.21) CNV DEL PEAK 15(8P11.21) WILD-TYPE
  CLUS_1                       25                            136
  CLUS_2                       23                             87
  CLUS_3                       37                             89
D42V7, multiclass
        clus
vv       DEL PEAK 15(8P11.21) CNV DEL PEAK 15(8P11.21) WILD-TYPE
  CLUS_1                       64                            170
  CLUS_2                       18                            130
  CLUS_3                       79                            367
D42V8, multiclass
        clus
vv       DEL PEAK 15(8P11.21) CNV DEL PEAK 15(8P11.21) WILD-TYPE
  CLUS_1                       28                            188
  CLUS_2                       77                            331
  CLUS_3                       56                            148
D42V9, multiclass
        clus
vv       DEL PEAK 15(8P11.21) CNV DEL PEAK 15(8P11.21) WILD-TYPE
  CLUS_1                       32                            202
  CLUS_2                       73                            319
  CLUS_3                       65                            190
D42V10, multiclass
        clus
vv       DEL PEAK 15(8P11.21) CNV DEL PEAK 15(8P11.21) WILD-TYPE
  CLUS_1                       72                            290
  CLUS_2                       32                            252
  CLUS_3                       66                            169

Clustering(43) Variable = Del Peak 16(9p21.3)
D43V1, multiclass
D43V2, multiclass
        clus
vv       DEL PEAK 16(9P21.3) CNV DEL PEAK 16(9P21.3) WILD-TYPE
  CLUS_1                      35                           105
  CLUS_2                      43                            82
  CLUS_3                     109                           139
D43V3, multiclass
D43V4, multiclass
D43V5, multiclass
        clus
vv       DEL PEAK 16(9P21.3) CNV DEL PEAK 16(9P21.3) WILD-TYPE
  CLUS_1                      71                            76
  CLUS_2                      41                            92
  CLUS_3                      37                            80
D43V6, multiclass
        clus
vv       DEL PEAK 16(9P21.3) CNV DEL PEAK 16(9P21.3) WILD-TYPE
  CLUS_1                      62                            99
  CLUS_2                      36                            74
  CLUS_3                      51                            75
D43V7, multiclass
        clus
vv       DEL PEAK 16(9P21.3) CNV DEL PEAK 16(9P21.3) WILD-TYPE
  CLUS_1                      95                           139
  CLUS_2                      25                           123
  CLUS_3                     168                           278
D43V8, multiclass
        clus
vv       DEL PEAK 16(9P21.3) CNV DEL PEAK 16(9P21.3) WILD-TYPE
  CLUS_1                      43                           173
  CLUS_2                     165                           243
  CLUS_3                      80                           124
D43V9, multiclass
        clus
vv       DEL PEAK 16(9P21.3) CNV DEL PEAK 16(9P21.3) WILD-TYPE
  CLUS_1                      51                           183
  CLUS_2                     134                           258
  CLUS_3                     109                           146
D43V10, multiclass
        clus
vv       DEL PEAK 16(9P21.3) CNV DEL PEAK 16(9P21.3) WILD-TYPE
  CLUS_1                     146                           216
  CLUS_2                      49                           235
  CLUS_3                      99                           136

Clustering(44) Variable = Del Peak 17(9q21.11)
D44V1, multiclass
D44V2, multiclass
        clus
vv       DEL PEAK 17(9Q21.11) CNV DEL PEAK 17(9Q21.11) WILD-TYPE
  CLUS_1                       24                            116
  CLUS_2                       47                             78
  CLUS_3                       81                            167
D44V3, multiclass
D44V4, multiclass
D44V5, multiclass
        clus
vv       DEL PEAK 17(9Q21.11) CNV DEL PEAK 17(9Q21.11) WILD-TYPE
  CLUS_1                       65                             82
  CLUS_2                       32                            101
  CLUS_3                       22                             95
D44V6, multiclass
        clus
vv       DEL PEAK 17(9Q21.11) CNV DEL PEAK 17(9Q21.11) WILD-TYPE
  CLUS_1                       46                            115
  CLUS_2                       23                             87
  CLUS_3                       50                             76
D44V7, multiclass
        clus
vv       DEL PEAK 17(9Q21.11) CNV DEL PEAK 17(9Q21.11) WILD-TYPE
  CLUS_1                       86                            148
  CLUS_2                       20                            128
  CLUS_3                      123                            323
D44V8, multiclass
        clus
vv       DEL PEAK 17(9Q21.11) CNV DEL PEAK 17(9Q21.11) WILD-TYPE
  CLUS_1                       35                            181
  CLUS_2                      120                            288
  CLUS_3                       74                            130
D44V9, multiclass
        clus
vv       DEL PEAK 17(9Q21.11) CNV DEL PEAK 17(9Q21.11) WILD-TYPE
  CLUS_1                       39                            195
  CLUS_2                       93                            299
  CLUS_3                      102                            153
D44V10, multiclass
        clus
vv       DEL PEAK 17(9Q21.11) CNV DEL PEAK 17(9Q21.11) WILD-TYPE
  CLUS_1                      102                            260
  CLUS_2                       36                            248
  CLUS_3                       96                            139

Clustering(45) Variable = Del Peak 18(10q23.31)
D45V1, multiclass
D45V2, multiclass
        clus
vv       DEL PEAK 18(10Q23.31) CNV DEL PEAK 18(10Q23.31) WILD-TYPE
  CLUS_1                        26                             114
  CLUS_2                        53                              72
  CLUS_3                        67                             181
D45V3, multiclass
D45V4, multiclass
D45V5, multiclass
        clus
vv       DEL PEAK 18(10Q23.31) CNV DEL PEAK 18(10Q23.31) WILD-TYPE
  CLUS_1                        67                              80
  CLUS_2                        30                             103
  CLUS_3                        19                              98
D45V6, multiclass
        clus
vv       DEL PEAK 18(10Q23.31) CNV DEL PEAK 18(10Q23.31) WILD-TYPE
  CLUS_1                        45                             116
  CLUS_2                        18                              92
  CLUS_3                        53                              73
D45V7, multiclass
        clus
vv       DEL PEAK 18(10Q23.31) CNV DEL PEAK 18(10Q23.31) WILD-TYPE
  CLUS_1                       108                             126
  CLUS_2                        21                             127
  CLUS_3                       115                             331
D45V8, multiclass
        clus
vv       DEL PEAK 18(10Q23.31) CNV DEL PEAK 18(10Q23.31) WILD-TYPE
  CLUS_1                        39                             177
  CLUS_2                       113                             295
  CLUS_3                        92                             112
D45V9, multiclass
        clus
vv       DEL PEAK 18(10Q23.31) CNV DEL PEAK 18(10Q23.31) WILD-TYPE
  CLUS_1                        49                             185
  CLUS_2                        92                             300
  CLUS_3                       111                             144
D45V10, multiclass
        clus
vv       DEL PEAK 18(10Q23.31) CNV DEL PEAK 18(10Q23.31) WILD-TYPE
  CLUS_1                        97                             265
  CLUS_2                        53                             231
  CLUS_3                       102                             133

Clustering(46) Variable = Del Peak 19(10q26.3)
D46V1, multiclass
D46V2, multiclass
        clus
vv       DEL PEAK 19(10Q26.3) CNV DEL PEAK 19(10Q26.3) WILD-TYPE
  CLUS_1                       22                            118
  CLUS_2                       59                             66
  CLUS_3                       72                            176
D46V3, multiclass
D46V4, multiclass
D46V5, multiclass
        clus
vv       DEL PEAK 19(10Q26.3) CNV DEL PEAK 19(10Q26.3) WILD-TYPE
  CLUS_1                       72                             75
  CLUS_2                       27                            106
  CLUS_3                       24                             93
D46V6, multiclass
        clus
vv       DEL PEAK 19(10Q26.3) CNV DEL PEAK 19(10Q26.3) WILD-TYPE
  CLUS_1                       45                            116
  CLUS_2                       18                             92
  CLUS_3                       60                             66
D46V7, multiclass
        clus
vv       DEL PEAK 19(10Q26.3) CNV DEL PEAK 19(10Q26.3) WILD-TYPE
  CLUS_1                      115                            119
  CLUS_2                       18                            130
  CLUS_3                      114                            332
D46V8, multiclass
        clus
vv       DEL PEAK 19(10Q26.3) CNV DEL PEAK 19(10Q26.3) WILD-TYPE
  CLUS_1                       34                            182
  CLUS_2                      114                            294
  CLUS_3                       99                            105
D46V9, multiclass
        clus
vv       DEL PEAK 19(10Q26.3) CNV DEL PEAK 19(10Q26.3) WILD-TYPE
  CLUS_1                       44                            190
  CLUS_2                       92                            300
  CLUS_3                      117                            138
D46V10, multiclass
        clus
vv       DEL PEAK 19(10Q26.3) CNV DEL PEAK 19(10Q26.3) WILD-TYPE
  CLUS_1                      100                            262
  CLUS_2                       42                            242
  CLUS_3                      111                            124

Clustering(47) Variable = Del Peak 20(11p15.5)
D47V1, multiclass
D47V2, multiclass
        clus
vv       DEL PEAK 20(11P15.5) CNV DEL PEAK 20(11P15.5) WILD-TYPE
  CLUS_1                       29                            111
  CLUS_2                       62                             63
  CLUS_3                       60                            188
D47V3, multiclass
D47V4, multiclass
D47V5, multiclass
        clus
vv       DEL PEAK 20(11P15.5) CNV DEL PEAK 20(11P15.5) WILD-TYPE
  CLUS_1                       76                             71
  CLUS_2                       26                            107
  CLUS_3                       25                             92
D47V6, multiclass
        clus
vv       DEL PEAK 20(11P15.5) CNV DEL PEAK 20(11P15.5) WILD-TYPE
  CLUS_1                       38                            123
  CLUS_2                       26                             84
  CLUS_3                       63                             63
D47V7, multiclass
        clus
vv       DEL PEAK 20(11P15.5) CNV DEL PEAK 20(11P15.5) WILD-TYPE
  CLUS_1                      121                            113
  CLUS_2                       22                            126
  CLUS_3                      100                            346
D47V8, multiclass
        clus
vv       DEL PEAK 20(11P15.5) CNV DEL PEAK 20(11P15.5) WILD-TYPE
  CLUS_1                       42                            174
  CLUS_2                       98                            310
  CLUS_3                      103                            101
D47V9, multiclass
        clus
vv       DEL PEAK 20(11P15.5) CNV DEL PEAK 20(11P15.5) WILD-TYPE
  CLUS_1                       43                            191
  CLUS_2                       85                            307
  CLUS_3                      123                            132
D47V10, multiclass
        clus
vv       DEL PEAK 20(11P15.5) CNV DEL PEAK 20(11P15.5) WILD-TYPE
  CLUS_1                       93                            269
  CLUS_2                       43                            241
  CLUS_3                      115                            120

Clustering(48) Variable = Del Peak 21(11q13.1)
D48V1, multiclass
D48V2, multiclass
        clus
vv       DEL PEAK 21(11Q13.1) CNV DEL PEAK 21(11Q13.1) WILD-TYPE
  CLUS_1                       25                            115
  CLUS_2                       23                            102
  CLUS_3                       67                            181
D48V3, multiclass
D48V4, multiclass
D48V5, multiclass
        clus
vv       DEL PEAK 21(11Q13.1) CNV DEL PEAK 21(11Q13.1) WILD-TYPE
  CLUS_1                       33                            114
  CLUS_2                       33                            100
  CLUS_3                       20                             97
D48V6, multiclass
        clus
vv       DEL PEAK 21(11Q13.1) CNV DEL PEAK 21(11Q13.1) WILD-TYPE
  CLUS_1                       39                            122
  CLUS_2                       19                             91
  CLUS_3                       28                             98
D48V7, multiclass
        clus
vv       DEL PEAK 21(11Q13.1) CNV DEL PEAK 21(11Q13.1) WILD-TYPE
  CLUS_1                       42                            192
  CLUS_2                       23                            125
  CLUS_3                      115                            331
D48V8, multiclass
        clus
vv       DEL PEAK 21(11Q13.1) CNV DEL PEAK 21(11Q13.1) WILD-TYPE
  CLUS_1                       42                            174
  CLUS_2                      105                            303
  CLUS_3                       33                            171
D48V9, multiclass
        clus
vv       DEL PEAK 21(11Q13.1) CNV DEL PEAK 21(11Q13.1) WILD-TYPE
  CLUS_1                       45                            189
  CLUS_2                       89                            303
  CLUS_3                       56                            199
D48V10, multiclass
        clus
vv       DEL PEAK 21(11Q13.1) CNV DEL PEAK 21(11Q13.1) WILD-TYPE
  CLUS_1                       94                            268
  CLUS_2                       54                            230
  CLUS_3                       42                            193

Clustering(49) Variable = Del Peak 22(11q23.2)
D49V1, multiclass
D49V2, multiclass
        clus
vv       DEL PEAK 22(11Q23.2) CNV DEL PEAK 22(11Q23.2) WILD-TYPE
  CLUS_1                       73                             67
  CLUS_2                       52                             73
  CLUS_3                      139                            109
D49V3, multiclass
D49V4, multiclass
D49V5, multiclass
        clus
vv       DEL PEAK 22(11Q23.2) CNV DEL PEAK 22(11Q23.2) WILD-TYPE
  CLUS_1                       75                             72
  CLUS_2                       69                             64
  CLUS_3                       59                             58
D49V6, multiclass
        clus
vv       DEL PEAK 22(11Q23.2) CNV DEL PEAK 22(11Q23.2) WILD-TYPE
  CLUS_1                       87                             74
  CLUS_2                       57                             53
  CLUS_3                       59                             67
D49V7, multiclass
        clus
vv       DEL PEAK 22(11Q23.2) CNV DEL PEAK 22(11Q23.2) WILD-TYPE
  CLUS_1                      103                            131
  CLUS_2                       64                             84
  CLUS_3                      248                            198
D49V8, multiclass
        clus
vv       DEL PEAK 22(11Q23.2) CNV DEL PEAK 22(11Q23.2) WILD-TYPE
  CLUS_1                      106                            110
  CLUS_2                      226                            182
  CLUS_3                       83                            121
D49V9, multiclass
        clus
vv       DEL PEAK 22(11Q23.2) CNV DEL PEAK 22(11Q23.2) WILD-TYPE
  CLUS_1                      100                            134
  CLUS_2                      212                            180
  CLUS_3                      122                            133
D49V10, multiclass
        clus
vv       DEL PEAK 22(11Q23.2) CNV DEL PEAK 22(11Q23.2) WILD-TYPE
  CLUS_1                      209                            153
  CLUS_2                      125                            159
  CLUS_3                      100                            135

Clustering(50) Variable = Del Peak 23(11q25)
D50V1, multiclass
D50V2, multiclass
        clus
vv       DEL PEAK 23(11Q25) CNV DEL PEAK 23(11Q25) WILD-TYPE
  CLUS_1                     68                           72
  CLUS_2                     61                           64
  CLUS_3                    124                          124
D50V3, multiclass
D50V4, multiclass
D50V5, multiclass
        clus
vv       DEL PEAK 23(11Q25) CNV DEL PEAK 23(11Q25) WILD-TYPE
  CLUS_1                     81                           66
  CLUS_2                     63                           70
  CLUS_3                     50                           67
D50V6, multiclass
        clus
vv       DEL PEAK 23(11Q25) CNV DEL PEAK 23(11Q25) WILD-TYPE
  CLUS_1                     81                           80
  CLUS_2                     50                           60
  CLUS_3                     63                           63
D50V7, multiclass
        clus
vv       DEL PEAK 23(11Q25) CNV DEL PEAK 23(11Q25) WILD-TYPE
  CLUS_1                    110                          124
  CLUS_2                     62                           86
  CLUS_3                    217                          229
D50V8, multiclass
        clus
vv       DEL PEAK 23(11Q25) CNV DEL PEAK 23(11Q25) WILD-TYPE
  CLUS_1                    100                          116
  CLUS_2                    201                          207
  CLUS_3                     88                          116
D50V9, multiclass
        clus
vv       DEL PEAK 23(11Q25) CNV DEL PEAK 23(11Q25) WILD-TYPE
  CLUS_1                     95                          139
  CLUS_2                    185                          207
  CLUS_3                    128                          127
D50V10, multiclass
        clus
vv       DEL PEAK 23(11Q25) CNV DEL PEAK 23(11Q25) WILD-TYPE
  CLUS_1                    182                          180
  CLUS_2                    114                          170
  CLUS_3                    112                          123

Clustering(51) Variable = Del Peak 24(12p13.1)
D51V1, multiclass
D51V2, multiclass
        clus
vv       DEL PEAK 24(12P13.1) CNV DEL PEAK 24(12P13.1) WILD-TYPE
  CLUS_1                       21                            119
  CLUS_2                       30                             95
  CLUS_3                       42                            206
D51V3, multiclass
D51V4, multiclass
D51V5, multiclass
        clus
vv       DEL PEAK 24(12P13.1) CNV DEL PEAK 24(12P13.1) WILD-TYPE
  CLUS_1                       33                            114
  CLUS_2                       22                            111
  CLUS_3                       17                            100
D51V6, multiclass
        clus
vv       DEL PEAK 24(12P13.1) CNV DEL PEAK 24(12P13.1) WILD-TYPE
  CLUS_1                       25                            136
  CLUS_2                       15                             95
  CLUS_3                       32                             94
D51V7, multiclass
        clus
vv       DEL PEAK 24(12P13.1) CNV DEL PEAK 24(12P13.1) WILD-TYPE
  CLUS_1                       63                            171
  CLUS_2                       19                            129
  CLUS_3                       67                            379
D51V8, multiclass
        clus
vv       DEL PEAK 24(12P13.1) CNV DEL PEAK 24(12P13.1) WILD-TYPE
  CLUS_1                       33                            183
  CLUS_2                       65                            343
  CLUS_3                       51                            153
D51V9, multiclass
        clus
vv       DEL PEAK 24(12P13.1) CNV DEL PEAK 24(12P13.1) WILD-TYPE
  CLUS_1                       30                            204
  CLUS_2                       56                            336
  CLUS_3                       67                            188
D51V10, multiclass
        clus
vv       DEL PEAK 24(12P13.1) CNV DEL PEAK 24(12P13.1) WILD-TYPE
  CLUS_1                       60                            302
  CLUS_2                       30                            254
  CLUS_3                       63                            172

Clustering(52) Variable = Del Peak 25(12q24.21)
D52V1, multiclass
D52V2, multiclass
        clus
vv       DEL PEAK 25(12Q24.21) CNV DEL PEAK 25(12Q24.21) WILD-TYPE
  CLUS_1                        14                             126
  CLUS_2                        51                              74
  CLUS_3                        35                             213
D52V3, multiclass
D52V4, multiclass
D52V5, multiclass
        clus
vv       DEL PEAK 25(12Q24.21) CNV DEL PEAK 25(12Q24.21) WILD-TYPE
  CLUS_1                        44                             103
  CLUS_2                        14                             119
  CLUS_3                        21                              96
D52V6, multiclass
        clus
vv       DEL PEAK 25(12Q24.21) CNV DEL PEAK 25(12Q24.21) WILD-TYPE
  CLUS_1                        22                             139
  CLUS_2                        12                              98
  CLUS_3                        45                              81
D52V7, multiclass
        clus
vv       DEL PEAK 25(12Q24.21) CNV DEL PEAK 25(12Q24.21) WILD-TYPE
  CLUS_1                        86                             148
  CLUS_2                        15                             133
  CLUS_3                        49                             397
D52V8, multiclass
        clus
vv       DEL PEAK 25(12Q24.21) CNV DEL PEAK 25(12Q24.21) WILD-TYPE
  CLUS_1                        23                             193
  CLUS_2                        52                             356
  CLUS_3                        75                             129
D52V9, multiclass
        clus
vv       DEL PEAK 25(12Q24.21) CNV DEL PEAK 25(12Q24.21) WILD-TYPE
  CLUS_1                        32                             202
  CLUS_2                        53                             339
  CLUS_3                        81                             174
D52V10, multiclass
        clus
vv       DEL PEAK 25(12Q24.21) CNV DEL PEAK 25(12Q24.21) WILD-TYPE
  CLUS_1                        47                             315
  CLUS_2                        34                             250
  CLUS_3                        85                             150

Clustering(53) Variable = Del Peak 26(13q14.2)
D53V1, multiclass
D53V2, multiclass
        clus
vv       DEL PEAK 26(13Q14.2) CNV DEL PEAK 26(13Q14.2) WILD-TYPE
  CLUS_1                       46                             94
  CLUS_2                       75                             50
  CLUS_3                      120                            128
D53V3, multiclass
D53V4, multiclass
D53V5, multiclass
        clus
vv       DEL PEAK 26(13Q14.2) CNV DEL PEAK 26(13Q14.2) WILD-TYPE
  CLUS_1                       74                             73
  CLUS_2                       58                             75
  CLUS_3                       55                             62
D53V6, multiclass
        clus
vv       DEL PEAK 26(13Q14.2) CNV DEL PEAK 26(13Q14.2) WILD-TYPE
  CLUS_1                       71                             90
  CLUS_2                       47                             63
  CLUS_3                       69                             57
D53V7, multiclass
        clus
vv       DEL PEAK 26(13Q14.2) CNV DEL PEAK 26(13Q14.2) WILD-TYPE
  CLUS_1                      136                             98
  CLUS_2                       43                            105
  CLUS_3                      207                            239
D53V8, multiclass
        clus
vv       DEL PEAK 26(13Q14.2) CNV DEL PEAK 26(13Q14.2) WILD-TYPE
  CLUS_1                       74                            142
  CLUS_2                      194                            214
  CLUS_3                      118                             86
D53V9, multiclass
        clus
vv       DEL PEAK 26(13Q14.2) CNV DEL PEAK 26(13Q14.2) WILD-TYPE
  CLUS_1                       69                            165
  CLUS_2                      182                            210
  CLUS_3                      150                            105
D53V10, multiclass
        clus
vv       DEL PEAK 26(13Q14.2) CNV DEL PEAK 26(13Q14.2) WILD-TYPE
  CLUS_1                      172                            190
  CLUS_2                       94                            190
  CLUS_3                      135                            100

Clustering(54) Variable = Del Peak 27(14q24.3)
D54V1, multiclass
D54V2, multiclass
        clus
vv       DEL PEAK 27(14Q24.3) CNV DEL PEAK 27(14Q24.3) WILD-TYPE
  CLUS_1                       33                            107
  CLUS_2                       69                             56
  CLUS_3                       67                            181
D54V3, multiclass
D54V4, multiclass
D54V5, multiclass
        clus
vv       DEL PEAK 27(14Q24.3) CNV DEL PEAK 27(14Q24.3) WILD-TYPE
  CLUS_1                       74                             73
  CLUS_2                       29                            104
  CLUS_3                       31                             86
D54V6, multiclass
        clus
vv       DEL PEAK 27(14Q24.3) CNV DEL PEAK 27(14Q24.3) WILD-TYPE
  CLUS_1                       45                            116
  CLUS_2                       25                             85
  CLUS_3                       64                             62
D54V7, multiclass
        clus
vv       DEL PEAK 27(14Q24.3) CNV DEL PEAK 27(14Q24.3) WILD-TYPE
  CLUS_1                      124                            110
  CLUS_2                       25                            123
  CLUS_3                      120                            326
D54V8, multiclass
        clus
vv       DEL PEAK 27(14Q24.3) CNV DEL PEAK 27(14Q24.3) WILD-TYPE
  CLUS_1                       41                            175
  CLUS_2                      120                            288
  CLUS_3                      108                             96
D54V9, multiclass
        clus
vv       DEL PEAK 27(14Q24.3) CNV DEL PEAK 27(14Q24.3) WILD-TYPE
  CLUS_1                       51                            183
  CLUS_2                       91                            301
  CLUS_3                      138                            117
D54V10, multiclass
        clus
vv       DEL PEAK 27(14Q24.3) CNV DEL PEAK 27(14Q24.3) WILD-TYPE
  CLUS_1                      102                            260
  CLUS_2                       53                            231
  CLUS_3                      125                            110

Clustering(55) Variable = Del Peak 28(15q13.1)
D55V1, multiclass
D55V2, multiclass
        clus
vv       DEL PEAK 28(15Q13.1) CNV DEL PEAK 28(15Q13.1) WILD-TYPE
  CLUS_1                       29                            111
  CLUS_2                       68                             57
  CLUS_3                       90                            158
D55V3, multiclass
D55V4, multiclass
D55V5, multiclass
        clus
vv       DEL PEAK 28(15Q13.1) CNV DEL PEAK 28(15Q13.1) WILD-TYPE
  CLUS_1                       76                             71
  CLUS_2                       39                             94
  CLUS_3                       38                             79
D55V6, multiclass
        clus
vv       DEL PEAK 28(15Q13.1) CNV DEL PEAK 28(15Q13.1) WILD-TYPE
  CLUS_1                       54                            107
  CLUS_2                       30                             80
  CLUS_3                       69                             57
D55V7, multiclass
        clus
vv       DEL PEAK 28(15Q13.1) CNV DEL PEAK 28(15Q13.1) WILD-TYPE
  CLUS_1                      127                            107
  CLUS_2                       24                            124
  CLUS_3                      137                            309
D55V8, multiclass
        clus
vv       DEL PEAK 28(15Q13.1) CNV DEL PEAK 28(15Q13.1) WILD-TYPE
  CLUS_1                       44                            172
  CLUS_2                      129                            279
  CLUS_3                      115                             89
D55V9, multiclass
        clus
vv       DEL PEAK 28(15Q13.1) CNV DEL PEAK 28(15Q13.1) WILD-TYPE
  CLUS_1                       47                            187
  CLUS_2                      110                            282
  CLUS_3                      145                            110
D55V10, multiclass
        clus
vv       DEL PEAK 28(15Q13.1) CNV DEL PEAK 28(15Q13.1) WILD-TYPE
  CLUS_1                      112                            250
  CLUS_2                       56                            228
  CLUS_3                      134                            101

Clustering(56) Variable = Del Peak 29(16q24.3)
D56V1, multiclass
D56V2, multiclass
        clus
vv       DEL PEAK 29(16Q24.3) CNV DEL PEAK 29(16Q24.3) WILD-TYPE
  CLUS_1                      110                             30
  CLUS_2                       45                             80
  CLUS_3                      181                             67
D56V3, multiclass
D56V4, multiclass
D56V5, multiclass
        clus
vv       DEL PEAK 29(16Q24.3) CNV DEL PEAK 29(16Q24.3) WILD-TYPE
  CLUS_1                       63                             84
  CLUS_2                      103                             30
  CLUS_3                       84                             33
D56V6, multiclass
        clus
vv       DEL PEAK 29(16Q24.3) CNV DEL PEAK 29(16Q24.3) WILD-TYPE
  CLUS_1                      119                             42
  CLUS_2                       83                             27
  CLUS_3                       48                             78
D56V7, multiclass
        clus
vv       DEL PEAK 29(16Q24.3) CNV DEL PEAK 29(16Q24.3) WILD-TYPE
  CLUS_1                       99                            135
  CLUS_2                      115                             33
  CLUS_3                      322                            124
D56V8, multiclass
        clus
vv       DEL PEAK 29(16Q24.3) CNV DEL PEAK 29(16Q24.3) WILD-TYPE
  CLUS_1                      173                             43
  CLUS_2                      287                            121
  CLUS_3                       76                            128
D56V9, multiclass
        clus
vv       DEL PEAK 29(16Q24.3) CNV DEL PEAK 29(16Q24.3) WILD-TYPE
  CLUS_1                      168                             66
  CLUS_2                      288                            104
  CLUS_3                      112                            143
D56V10, multiclass
        clus
vv       DEL PEAK 29(16Q24.3) CNV DEL PEAK 29(16Q24.3) WILD-TYPE
  CLUS_1                      239                            123
  CLUS_2                      233                             51
  CLUS_3                       96                            139

Clustering(57) Variable = Del Peak 30(17p12)
D57V1, multiclass
D57V2, multiclass
        clus
vv       DEL PEAK 30(17P12) CNV DEL PEAK 30(17P12) WILD-TYPE
  CLUS_1                     82                           58
  CLUS_2                     85                           40
  CLUS_3                    145                          103
D57V3, multiclass
D57V4, multiclass
D57V5, multiclass
        clus
vv       DEL PEAK 30(17P12) CNV DEL PEAK 30(17P12) WILD-TYPE
  CLUS_1                    109                           38
  CLUS_2                     67                           66
  CLUS_3                     65                           52
D57V6, multiclass
        clus
vv       DEL PEAK 30(17P12) CNV DEL PEAK 30(17P12) WILD-TYPE
  CLUS_1                     93                           68
  CLUS_2                     58                           52
  CLUS_3                     90                           36
D57V7, multiclass
        clus
vv       DEL PEAK 30(17P12) CNV DEL PEAK 30(17P12) WILD-TYPE
  CLUS_1                    166                           68
  CLUS_2                     83                           65
  CLUS_3                    253                          193
D57V8, multiclass
        clus
vv       DEL PEAK 30(17P12) CNV DEL PEAK 30(17P12) WILD-TYPE
  CLUS_1                    125                           91
  CLUS_2                    241                          167
  CLUS_3                    136                           68
D57V9, multiclass
        clus
vv       DEL PEAK 30(17P12) CNV DEL PEAK 30(17P12) WILD-TYPE
  CLUS_1                    133                          101
  CLUS_2                    220                          172
  CLUS_3                    181                           74
D57V10, multiclass
        clus
vv       DEL PEAK 30(17P12) CNV DEL PEAK 30(17P12) WILD-TYPE
  CLUS_1                    219                          143
  CLUS_2                    149                          135
  CLUS_3                    166                           69

Clustering(58) Variable = Del Peak 31(17q21.31)
D58V1, multiclass
D58V2, multiclass
        clus
vv       DEL PEAK 31(17Q21.31) CNV DEL PEAK 31(17Q21.31) WILD-TYPE
  CLUS_1                        45                              95
  CLUS_2                        72                              53
  CLUS_3                        73                             175
D58V3, multiclass
D58V4, multiclass
D58V5, multiclass
        clus
vv       DEL PEAK 31(17Q21.31) CNV DEL PEAK 31(17Q21.31) WILD-TYPE
  CLUS_1                        87                              60
  CLUS_2                        25                             108
  CLUS_3                        44                              73
D58V6, multiclass
        clus
vv       DEL PEAK 31(17Q21.31) CNV DEL PEAK 31(17Q21.31) WILD-TYPE
  CLUS_1                        42                             119
  CLUS_2                        33                              77
  CLUS_3                        81                              45
D58V7, multiclass
        clus
vv       DEL PEAK 31(17Q21.31) CNV DEL PEAK 31(17Q21.31) WILD-TYPE
  CLUS_1                       144                              90
  CLUS_2                        41                             107
  CLUS_3                       109                             337
D58V8, multiclass
        clus
vv       DEL PEAK 31(17Q21.31) CNV DEL PEAK 31(17Q21.31) WILD-TYPE
  CLUS_1                        64                             152
  CLUS_2                       106                             302
  CLUS_3                       124                              80
D58V9, multiclass
        clus
vv       DEL PEAK 31(17Q21.31) CNV DEL PEAK 31(17Q21.31) WILD-TYPE
  CLUS_1                        69                             165
  CLUS_2                       102                             290
  CLUS_3                       137                             118
D58V10, multiclass
        clus
vv       DEL PEAK 31(17Q21.31) CNV DEL PEAK 31(17Q21.31) WILD-TYPE
  CLUS_1                       110                             252
  CLUS_2                        72                             212
  CLUS_3                       126                             109

Clustering(59) Variable = Del Peak 32(18q23)
D59V1, multiclass
D59V2, multiclass
        clus
vv       DEL PEAK 32(18Q23) CNV DEL PEAK 32(18Q23) WILD-TYPE
  CLUS_1                     38                          102
  CLUS_2                     48                           77
  CLUS_3                     78                          170
D59V3, multiclass
D59V4, multiclass
D59V5, multiclass
        clus
vv       DEL PEAK 32(18Q23) CNV DEL PEAK 32(18Q23) WILD-TYPE
  CLUS_1                     62                           85
  CLUS_2                     35                           98
  CLUS_3                     30                           87
D59V6, multiclass
        clus
vv       DEL PEAK 32(18Q23) CNV DEL PEAK 32(18Q23) WILD-TYPE
  CLUS_1                     53                          108
  CLUS_2                     31                           79
  CLUS_3                     43                           83
D59V7, multiclass
        clus
vv       DEL PEAK 32(18Q23) CNV DEL PEAK 32(18Q23) WILD-TYPE
  CLUS_1                    102                          132
  CLUS_2                     33                          115
  CLUS_3                    134                          312
D59V8, multiclass
        clus
vv       DEL PEAK 32(18Q23) CNV DEL PEAK 32(18Q23) WILD-TYPE
  CLUS_1                     58                          158
  CLUS_2                    126                          282
  CLUS_3                     85                          119
D59V9, multiclass
        clus
vv       DEL PEAK 32(18Q23) CNV DEL PEAK 32(18Q23) WILD-TYPE
  CLUS_1                     60                          174
  CLUS_2                    120                          272
  CLUS_3                    107                          148
D59V10, multiclass
        clus
vv       DEL PEAK 32(18Q23) CNV DEL PEAK 32(18Q23) WILD-TYPE
  CLUS_1                    113                          249
  CLUS_2                     73                          211
  CLUS_3                    101                          134

Clustering(60) Variable = Del Peak 33(19p13.3)
D60V1, multiclass
D60V2, multiclass
        clus
vv       DEL PEAK 33(19P13.3) CNV DEL PEAK 33(19P13.3) WILD-TYPE
  CLUS_1                       26                            114
  CLUS_2                       65                             60
  CLUS_3                       93                            155
D60V3, multiclass
D60V4, multiclass
D60V5, multiclass
        clus
vv       DEL PEAK 33(19P13.3) CNV DEL PEAK 33(19P13.3) WILD-TYPE
  CLUS_1                       79                             68
  CLUS_2                       40                             93
  CLUS_3                       31                             86
D60V6, multiclass
        clus
vv       DEL PEAK 33(19P13.3) CNV DEL PEAK 33(19P13.3) WILD-TYPE
  CLUS_1                       51                            110
  CLUS_2                       31                             79
  CLUS_3                       68                             58
D60V7, multiclass
        clus
vv       DEL PEAK 33(19P13.3) CNV DEL PEAK 33(19P13.3) WILD-TYPE
  CLUS_1                      121                            113
  CLUS_2                       24                            124
  CLUS_3                      142                            304
D60V8, multiclass
        clus
vv       DEL PEAK 33(19P13.3) CNV DEL PEAK 33(19P13.3) WILD-TYPE
  CLUS_1                       43                            173
  CLUS_2                      142                            266
  CLUS_3                      102                            102
D60V9, multiclass
        clus
vv       DEL PEAK 33(19P13.3) CNV DEL PEAK 33(19P13.3) WILD-TYPE
  CLUS_1                       47                            187
  CLUS_2                      111                            281
  CLUS_3                      137                            118
D60V10, multiclass
        clus
vv       DEL PEAK 33(19P13.3) CNV DEL PEAK 33(19P13.3) WILD-TYPE
  CLUS_1                      124                            238
  CLUS_2                       48                            236
  CLUS_3                      123                            112

Clustering(61) Variable = Del Peak 34(19q13.32)
D61V1, multiclass
D61V2, multiclass
        clus
vv       DEL PEAK 34(19Q13.32) CNV DEL PEAK 34(19Q13.32) WILD-TYPE
  CLUS_1                        12                             128
  CLUS_2                        36                              89
  CLUS_3                        49                             199
D61V3, multiclass
D61V4, multiclass
D61V5, multiclass
        clus
vv       DEL PEAK 34(19Q13.32) CNV DEL PEAK 34(19Q13.32) WILD-TYPE
  CLUS_1                        44                             103
  CLUS_2                        20                             113
  CLUS_3                        15                             102
D61V6, multiclass
        clus
vv       DEL PEAK 34(19Q13.32) CNV DEL PEAK 34(19Q13.32) WILD-TYPE
  CLUS_1                        27                             134
  CLUS_2                        11                              99
  CLUS_3                        41                              85
D61V7, multiclass
        clus
vv       DEL PEAK 34(19Q13.32) CNV DEL PEAK 34(19Q13.32) WILD-TYPE
  CLUS_1                        79                             155
  CLUS_2                        13                             135
  CLUS_3                        82                             364
D61V8, multiclass
        clus
vv       DEL PEAK 34(19Q13.32) CNV DEL PEAK 34(19Q13.32) WILD-TYPE
  CLUS_1                        19                             197
  CLUS_2                        89                             319
  CLUS_3                        66                             138
D61V9, multiclass
        clus
vv       DEL PEAK 34(19Q13.32) CNV DEL PEAK 34(19Q13.32) WILD-TYPE
  CLUS_1                        24                             210
  CLUS_2                        66                             326
  CLUS_3                        85                             170
D61V10, multiclass
        clus
vv       DEL PEAK 34(19Q13.32) CNV DEL PEAK 34(19Q13.32) WILD-TYPE
  CLUS_1                        78                             284
  CLUS_2                        22                             262
  CLUS_3                        75                             160

Clustering(62) Variable = Del Peak 35(20p13)
D62V1, multiclass
D62V2, multiclass
        clus
vv       DEL PEAK 35(20P13) CNV DEL PEAK 35(20P13) WILD-TYPE
  CLUS_1                     10                          130
  CLUS_2                     32                           93
  CLUS_3                     37                          211
D62V3, multiclass
D62V4, multiclass
D62V5, multiclass
        clus
vv       DEL PEAK 35(20P13) CNV DEL PEAK 35(20P13) WILD-TYPE
  CLUS_1                     35                          112
  CLUS_2                     11                          122
  CLUS_3                     17                          100
D62V6, multiclass
        clus
vv       DEL PEAK 35(20P13) CNV DEL PEAK 35(20P13) WILD-TYPE
  CLUS_1                     22                          139
  CLUS_2                     11                           99
  CLUS_3                     30                           96
D62V7, multiclass
        clus
vv       DEL PEAK 35(20P13) CNV DEL PEAK 35(20P13) WILD-TYPE
  CLUS_1                     64                          170
  CLUS_2                      6                          142
  CLUS_3                     55                          391
D62V8, multiclass
        clus
vv       DEL PEAK 35(20P13) CNV DEL PEAK 35(20P13) WILD-TYPE
  CLUS_1                     11                          205
  CLUS_2                     58                          350
  CLUS_3                     56                          148
D62V9, multiclass
        clus
vv       DEL PEAK 35(20P13) CNV DEL PEAK 35(20P13) WILD-TYPE
  CLUS_1                     15                          219
  CLUS_2                     40                          352
  CLUS_3                     72                          183
D62V10, multiclass
        clus
vv       DEL PEAK 35(20P13) CNV DEL PEAK 35(20P13) WILD-TYPE
  CLUS_1                     48                          314
  CLUS_2                     13                          271
  CLUS_3                     66                          169

Clustering(63) Variable = Del Peak 36(21q11.2)
D63V1, multiclass
D63V2, multiclass
        clus
vv       DEL PEAK 36(21Q11.2) CNV DEL PEAK 36(21Q11.2) WILD-TYPE
  CLUS_1                       21                            119
  CLUS_2                       22                            103
  CLUS_3                       63                            185
D63V3, multiclass
D63V4, multiclass
D63V5, multiclass
        clus
vv       DEL PEAK 36(21Q11.2) CNV DEL PEAK 36(21Q11.2) WILD-TYPE
  CLUS_1                       39                            108
  CLUS_2                       27                            106
  CLUS_3                       21                             96
D63V6, multiclass
        clus
vv       DEL PEAK 36(21Q11.2) CNV DEL PEAK 36(21Q11.2) WILD-TYPE
  CLUS_1                       40                            121
  CLUS_2                       21                             89
  CLUS_3                       26                            100
D63V7, multiclass
        clus
vv       DEL PEAK 36(21Q11.2) CNV DEL PEAK 36(21Q11.2) WILD-TYPE
  CLUS_1                       51                            183
  CLUS_2                       20                            128
  CLUS_3                       99                            347
D63V8, multiclass
        clus
vv       DEL PEAK 36(21Q11.2) CNV DEL PEAK 36(21Q11.2) WILD-TYPE
  CLUS_1                       36                            180
  CLUS_2                       93                            315
  CLUS_3                       41                            163
D63V9, multiclass
        clus
vv       DEL PEAK 36(21Q11.2) CNV DEL PEAK 36(21Q11.2) WILD-TYPE
  CLUS_1                       34                            200
  CLUS_2                       80                            312
  CLUS_3                       64                            191
D63V10, multiclass
        clus
vv       DEL PEAK 36(21Q11.2) CNV DEL PEAK 36(21Q11.2) WILD-TYPE
  CLUS_1                       83                            279
  CLUS_2                       42                            242
  CLUS_3                       53                            182

Clustering(64) Variable = Del Peak 37(22q13.32)
D64V1, multiclass
D64V2, multiclass
        clus
vv       DEL PEAK 37(22Q13.32) CNV DEL PEAK 37(22Q13.32) WILD-TYPE
  CLUS_1                        64                              76
  CLUS_2                        46                              79
  CLUS_3                       125                             123
D64V3, multiclass
D64V4, multiclass
D64V5, multiclass
        clus
vv       DEL PEAK 37(22Q13.32) CNV DEL PEAK 37(22Q13.32) WILD-TYPE
  CLUS_1                        65                              82
  CLUS_2                        74                              59
  CLUS_3                        53                              64
D64V6, multiclass
        clus
vv       DEL PEAK 37(22Q13.32) CNV DEL PEAK 37(22Q13.32) WILD-TYPE
  CLUS_1                        89                              72
  CLUS_2                        54                              56
  CLUS_3                        49                              77
D64V7, multiclass
        clus
vv       DEL PEAK 37(22Q13.32) CNV DEL PEAK 37(22Q13.32) WILD-TYPE
  CLUS_1                        92                             142
  CLUS_2                        57                              91
  CLUS_3                       223                             223
D64V8, multiclass
        clus
vv       DEL PEAK 37(22Q13.32) CNV DEL PEAK 37(22Q13.32) WILD-TYPE
  CLUS_1                        96                             120
  CLUS_2                       204                             204
  CLUS_3                        72                             132
D64V9, multiclass
        clus
vv       DEL PEAK 37(22Q13.32) CNV DEL PEAK 37(22Q13.32) WILD-TYPE
  CLUS_1                        97                             137
  CLUS_2                       199                             193
  CLUS_3                        98                             157
D64V10, multiclass
        clus
vv       DEL PEAK 37(22Q13.32) CNV DEL PEAK 37(22Q13.32) WILD-TYPE
  CLUS_1                       169                             193
  CLUS_2                       127                             157
  CLUS_3                        98                             137
                     V1                      V2                      V3 
            "MRNA_CNMF"    "MRNA_CHIERARCHICAL"               "CN_CNMF" 
                     V4                      V5                      V6 
     "METHLYATION_CNMF"             "RPPA_CNMF"    "RPPA_CHIERARCHICAL" 
                     V7                      V8                      V9 
         "MRNASEQ_CNMF" "MRNASEQ_CHIERARCHICAL"           "MIRSEQ_CNMF" 
                    V10 
 "MIRSEQ_CHIERARCHICAL" 
> q(save="no")
