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

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> source("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/13/Correlate_Genomic_Events.R")
> result <- main("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/13/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-tTRUE", "-iD=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/SKCM-TM/6191261/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/SKCM-TM/6164996/SKCM-TM.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ALL", "-oT=SKCM-TM", "-nV=Nozzle.R1", "-OP=MUTSIG", "-iT=", "-iX=")
[1] "terrence_modification_tag"
[1] TRUE
[1] "nver"          "-nV=Nozzle.R1"
[1] "nfn"                                 "/xchip/tcga/Tools/Nozzle/v1.current"
[1] "Nozzle.R1"
[1] "successfully load Nozzle.R1"
[1] "ofn"         "-oT=SKCM-TM"
[1] "opt"        "-OP=MUTSIG"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"    "MUTSIG"
[1] "dx" ""  
[1] "cfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/SKCM-TM/6164996/SKCM-TM.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/SKCM-TM/6191261/transformed.cor.cli.txt"

nPatients in clinical file=292, in cluster file=279, common to both=279
[1] 169 279
[1] "C15ORF23 MUTATION ANALYSIS"
[1] 3
  C15ORF23 MUTATED C15ORF23 WILD-TYPE 
                19                260 
  C15ORF23 MUTATED C15ORF23 WILD-TYPE 
                19                260 
[1] "ANKRD20A4 MUTATION ANALYSIS"
[1] 3
  ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE 
                  6                 273 
  ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE 
                  6                 273 
[1] "CDKN2A MUTATION ANALYSIS"
[1] 3
  CDKN2A MUTATED CDKN2A WILD-TYPE 
              41              238 
  CDKN2A MUTATED CDKN2A WILD-TYPE 
              41              238 
[1] "NRAS MUTATION ANALYSIS"
[1] 3
  NRAS MUTATED NRAS WILD-TYPE 
            86            193 
  NRAS MUTATED NRAS WILD-TYPE 
            86            193 
[1] "BRAF MUTATION ANALYSIS"
[1] 3
  BRAF MUTATED BRAF WILD-TYPE 
           140            139 
  BRAF MUTATED BRAF WILD-TYPE 
           140            139 
[1] "OXA1L MUTATION ANALYSIS"
[1] 3
  OXA1L MUTATED OXA1L WILD-TYPE 
              8             271 
  OXA1L MUTATED OXA1L WILD-TYPE 
              8             271 
[1] "TP53 MUTATION ANALYSIS"
[1] 3
  TP53 MUTATED TP53 WILD-TYPE 
            47            232 
  TP53 MUTATED TP53 WILD-TYPE 
            47            232 
[1] "STK19 MUTATION ANALYSIS"
[1] 3
  STK19 MUTATED STK19 WILD-TYPE 
             13             266 
  STK19 MUTATED STK19 WILD-TYPE 
             13             266 
[1] "TMEM216 MUTATION ANALYSIS"
[1] 3
  TMEM216 MUTATED TMEM216 WILD-TYPE 
                8               271 
  TMEM216 MUTATED TMEM216 WILD-TYPE 
                8               271 
[1] "PCDHAC2 MUTATION ANALYSIS"
[1] 3
  PCDHAC2 MUTATED PCDHAC2 WILD-TYPE 
              156               123 
  PCDHAC2 MUTATED PCDHAC2 WILD-TYPE 
              156               123 
[1] "PTEN MUTATION ANALYSIS"
[1] 3
  PTEN MUTATED PTEN WILD-TYPE 
            23            256 
  PTEN MUTATED PTEN WILD-TYPE 
            23            256 
[1] "MRPS31 MUTATION ANALYSIS"
[1] 3
  MRPS31 MUTATED MRPS31 WILD-TYPE 
              19              260 
  MRPS31 MUTATED MRPS31 WILD-TYPE 
              19              260 
[1] "PCDHGC5 MUTATION ANALYSIS"
[1] 3
  PCDHGC5 MUTATED PCDHGC5 WILD-TYPE 
              141               138 
  PCDHGC5 MUTATED PCDHGC5 WILD-TYPE 
              141               138 
[1] "BAGE MUTATION ANALYSIS"
[1] 3
  BAGE MUTATED BAGE WILD-TYPE 
             8            271 
  BAGE MUTATED BAGE WILD-TYPE 
             8            271 
[1] "DSG1 MUTATION ANALYSIS"
[1] 3
  DSG1 MUTATED DSG1 WILD-TYPE 
            45            234 
  DSG1 MUTATED DSG1 WILD-TYPE 
            45            234 
[1] "RAC1 MUTATION ANALYSIS"
[1] 3
  RAC1 MUTATED RAC1 WILD-TYPE 
            20            259 
  RAC1 MUTATED RAC1 WILD-TYPE 
            20            259 
[1] "PPP6C MUTATION ANALYSIS"
[1] 3
  PPP6C MUTATED PPP6C WILD-TYPE 
             20             259 
  PPP6C MUTATED PPP6C WILD-TYPE 
             20             259 
[1] "SERPINB3 MUTATION ANALYSIS"
[1] 3
  SERPINB3 MUTATED SERPINB3 WILD-TYPE 
                42                237 
  SERPINB3 MUTATED SERPINB3 WILD-TYPE 
                42                237 
[1] "TSHB MUTATION ANALYSIS"
[1] 3
  TSHB MUTATED TSHB WILD-TYPE 
             5            274 
  TSHB MUTATED TSHB WILD-TYPE 
             5            274 
[1] "NDUFB9 MUTATION ANALYSIS"
[1] 3
  NDUFB9 MUTATED NDUFB9 WILD-TYPE 
               8              271 
  NDUFB9 MUTATED NDUFB9 WILD-TYPE 
               8              271 
[1] "MS4A2 MUTATION ANALYSIS"
[1] 3
  MS4A2 MUTATED MS4A2 WILD-TYPE 
             13             266 
  MS4A2 MUTATED MS4A2 WILD-TYPE 
             13             266 
[1] "RPS27 MUTATION ANALYSIS"
[1] 3
  RPS27 MUTATED RPS27 WILD-TYPE 
             24             255 
  RPS27 MUTATED RPS27 WILD-TYPE 
             24             255 
[1] "PPIAL4G MUTATION ANALYSIS"
[1] 3
  PPIAL4G MUTATED PPIAL4G WILD-TYPE 
               15               264 
  PPIAL4G MUTATED PPIAL4G WILD-TYPE 
               15               264 
[1] "LUZP2 MUTATION ANALYSIS"
[1] 3
  LUZP2 MUTATED LUZP2 WILD-TYPE 
             27             252 
  LUZP2 MUTATED LUZP2 WILD-TYPE 
             27             252 
[1] "FAM113B MUTATION ANALYSIS"
[1] 3
  FAM113B MUTATED FAM113B WILD-TYPE 
               28               251 
  FAM113B MUTATED FAM113B WILD-TYPE 
               28               251 
[1] "IDH1 MUTATION ANALYSIS"
[1] 3
  IDH1 MUTATED IDH1 WILD-TYPE 
            16            263 
  IDH1 MUTATED IDH1 WILD-TYPE 
            16            263 
[1] "OR51S1 MUTATION ANALYSIS"
[1] 3
  OR51S1 MUTATED OR51S1 WILD-TYPE 
              30              249 
  OR51S1 MUTATED OR51S1 WILD-TYPE 
              30              249 
[1] "CYP4X1 MUTATION ANALYSIS"
[1] 3
  CYP4X1 MUTATED CYP4X1 WILD-TYPE 
              21              258 
  CYP4X1 MUTATED CYP4X1 WILD-TYPE 
              21              258 
[1] "ARMC4 MUTATION ANALYSIS"
[1] 3
  ARMC4 MUTATED ARMC4 WILD-TYPE 
             54             225 
  ARMC4 MUTATED ARMC4 WILD-TYPE 
             54             225 
[1] "TUBAL3 MUTATION ANALYSIS"
[1] 3
  TUBAL3 MUTATED TUBAL3 WILD-TYPE 
              10              269 
  TUBAL3 MUTATED TUBAL3 WILD-TYPE 
              10              269 
[1] "NMNAT3 MUTATION ANALYSIS"
[1] 3
  NMNAT3 MUTATED NMNAT3 WILD-TYPE 
              11              268 
  NMNAT3 MUTATED NMNAT3 WILD-TYPE 
              11              268 
[1] "AOAH MUTATION ANALYSIS"
[1] 3
  AOAH MUTATED AOAH WILD-TYPE 
            27            252 
  AOAH MUTATED AOAH WILD-TYPE 
            27            252 
[1] "THEMIS MUTATION ANALYSIS"
[1] 3
  THEMIS MUTATED THEMIS WILD-TYPE 
              34              245 
  THEMIS MUTATED THEMIS WILD-TYPE 
              34              245 
[1] "CYP4Z1 MUTATION ANALYSIS"
[1] 3
  CYP4Z1 MUTATED CYP4Z1 WILD-TYPE 
              27              252 
  CYP4Z1 MUTATED CYP4Z1 WILD-TYPE 
              27              252 
[1] "CTAGE6P MUTATION ANALYSIS"
[1] 3
  CTAGE6P MUTATED CTAGE6P WILD-TYPE 
                7               272 
  CTAGE6P MUTATED CTAGE6P WILD-TYPE 
                7               272 
[1] "TC2N MUTATION ANALYSIS"
[1] 3
  TC2N MUTATED TC2N WILD-TYPE 
            20            259 
  TC2N MUTATED TC2N WILD-TYPE 
            20            259 
[1] "MPP7 MUTATION ANALYSIS"
[1] 3
  MPP7 MUTATED MPP7 WILD-TYPE 
            30            249 
  MPP7 MUTATED MPP7 WILD-TYPE 
            30            249 
[1] "C1QTNF9 MUTATION ANALYSIS"
[1] 3
  C1QTNF9 MUTATED C1QTNF9 WILD-TYPE 
               16               263 
  C1QTNF9 MUTATED C1QTNF9 WILD-TYPE 
               16               263 
[1] "CAPZA3 MUTATION ANALYSIS"
[1] 3
  CAPZA3 MUTATED CAPZA3 WILD-TYPE 
              26              253 
  CAPZA3 MUTATED CAPZA3 WILD-TYPE 
              26              253 
[1] "ITGA4 MUTATION ANALYSIS"
[1] 3
  ITGA4 MUTATED ITGA4 WILD-TYPE 
             36             243 
  ITGA4 MUTATED ITGA4 WILD-TYPE 
             36             243 
[1] "ZNF99 MUTATION ANALYSIS"
[1] 3
  ZNF99 MUTATED ZNF99 WILD-TYPE 
             38             241 
  ZNF99 MUTATED ZNF99 WILD-TYPE 
             38             241 
[1] "GPR141 MUTATION ANALYSIS"
[1] 3
  GPR141 MUTATED GPR141 WILD-TYPE 
              16              263 
  GPR141 MUTATED GPR141 WILD-TYPE 
              16              263 
[1] "PROL1 MUTATION ANALYSIS"
[1] 3
  PROL1 MUTATED PROL1 WILD-TYPE 
             23             256 
  PROL1 MUTATED PROL1 WILD-TYPE 
             23             256 
[1] "EMG1 MUTATION ANALYSIS"
[1] 3
  EMG1 MUTATED EMG1 WILD-TYPE 
             9            270 
  EMG1 MUTATED EMG1 WILD-TYPE 
             9            270 
[1] "RQCD1 MUTATION ANALYSIS"
[1] 3
  RQCD1 MUTATED RQCD1 WILD-TYPE 
              9             270 
  RQCD1 MUTATED RQCD1 WILD-TYPE 
              9             270 
[1] "TMPRSS11B MUTATION ANALYSIS"
[1] 3
  TMPRSS11B MUTATED TMPRSS11B WILD-TYPE 
                 22                 257 
  TMPRSS11B MUTATED TMPRSS11B WILD-TYPE 
                 22                 257 
[1] "OR4E2 MUTATION ANALYSIS"
[1] 3
  OR4E2 MUTATED OR4E2 WILD-TYPE 
             24             255 
  OR4E2 MUTATED OR4E2 WILD-TYPE 
             24             255 
[1] "TCHHL1 MUTATION ANALYSIS"
[1] 3
  TCHHL1 MUTATED TCHHL1 WILD-TYPE 
              39              240 
  TCHHL1 MUTATED TCHHL1 WILD-TYPE 
              39              240 
[1] "LOC649330 MUTATION ANALYSIS"
[1] 3
  LOC649330 MUTATED LOC649330 WILD-TYPE 
                 28                 251 
  LOC649330 MUTATED LOC649330 WILD-TYPE 
                 28                 251 
[1] "PCSK1 MUTATION ANALYSIS"
[1] 3
  PCSK1 MUTATED PCSK1 WILD-TYPE 
             26             253 
  PCSK1 MUTATED PCSK1 WILD-TYPE 
             26             253 
[1] "ELF5 MUTATION ANALYSIS"
[1] 3
  ELF5 MUTATED ELF5 WILD-TYPE 
             9            270 
  ELF5 MUTATED ELF5 WILD-TYPE 
             9            270 
[1] "OGDHL MUTATION ANALYSIS"
[1] 3
  OGDHL MUTATED OGDHL WILD-TYPE 
             33             246 
  OGDHL MUTATED OGDHL WILD-TYPE 
             33             246 
[1] "PCDP1 MUTATION ANALYSIS"
[1] 3
  PCDP1 MUTATED PCDP1 WILD-TYPE 
             18             261 
  PCDP1 MUTATED PCDP1 WILD-TYPE 
             18             261 
[1] "FUT9 MUTATION ANALYSIS"
[1] 3
  FUT9 MUTATED FUT9 WILD-TYPE 
            29            250 
  FUT9 MUTATED FUT9 WILD-TYPE 
            29            250 
[1] "GCOM1 MUTATION ANALYSIS"
[1] 3
  GCOM1 MUTATED GCOM1 WILD-TYPE 
             24             255 
  GCOM1 MUTATED GCOM1 WILD-TYPE 
             24             255 
[1] "SIRPB1 MUTATION ANALYSIS"
[1] 3
  SIRPB1 MUTATED SIRPB1 WILD-TYPE 
              22              257 
  SIRPB1 MUTATED SIRPB1 WILD-TYPE 
              22              257 
[1] "PENK MUTATION ANALYSIS"
[1] 3
  PENK MUTATED PENK WILD-TYPE 
            23            256 
  PENK MUTATED PENK WILD-TYPE 
            23            256 
[1] "CHGB MUTATION ANALYSIS"
[1] 3
  CHGB MUTATED CHGB WILD-TYPE 
            29            250 
  CHGB MUTATED CHGB WILD-TYPE 
            29            250 
[1] "C8ORF34 MUTATION ANALYSIS"
[1] 3
  C8ORF34 MUTATED C8ORF34 WILD-TYPE 
               29               250 
  C8ORF34 MUTATED C8ORF34 WILD-TYPE 
               29               250 
[1] "GALNTL5 MUTATION ANALYSIS"
[1] 3
  GALNTL5 MUTATED GALNTL5 WILD-TYPE 
               15               264 
  GALNTL5 MUTATED GALNTL5 WILD-TYPE 
               15               264 
[1] "TCEB3C MUTATION ANALYSIS"
[1] 3
  TCEB3C MUTATED TCEB3C WILD-TYPE 
              26              253 
  TCEB3C MUTATED TCEB3C WILD-TYPE 
              26              253 
[1] "LRRC4C MUTATION ANALYSIS"
[1] 3
  LRRC4C MUTATED LRRC4C WILD-TYPE 
              41              238 
  LRRC4C MUTATED LRRC4C WILD-TYPE 
              41              238 
[1] "SYCP1 MUTATION ANALYSIS"
[1] 3
  SYCP1 MUTATED SYCP1 WILD-TYPE 
             28             251 
  SYCP1 MUTATED SYCP1 WILD-TYPE 
             28             251 
[1] "RCAN2 MUTATION ANALYSIS"
[1] 3
  RCAN2 MUTATED RCAN2 WILD-TYPE 
             15             264 
  RCAN2 MUTATED RCAN2 WILD-TYPE 
             15             264 
[1] "APCS MUTATION ANALYSIS"
[1] 3
  APCS MUTATED APCS WILD-TYPE 
            13            266 
  APCS MUTATED APCS WILD-TYPE 
            13            266 
[1] "CYP3A7 MUTATION ANALYSIS"
[1] 3
  CYP3A7 MUTATED CYP3A7 WILD-TYPE 
              25              254 
  CYP3A7 MUTATED CYP3A7 WILD-TYPE 
              25              254 
[1] "STXBP5L MUTATION ANALYSIS"
[1] 3
  STXBP5L MUTATED STXBP5L WILD-TYPE 
               55               224 
  STXBP5L MUTATED STXBP5L WILD-TYPE 
               55               224 
[1] "LCE1B MUTATION ANALYSIS"
[1] 3
  LCE1B MUTATED LCE1B WILD-TYPE 
             14             265 
  LCE1B MUTATED LCE1B WILD-TYPE 
             14             265 
[1] "SCN5A MUTATION ANALYSIS"
[1] 3
  SCN5A MUTATED SCN5A WILD-TYPE 
             69             210 
  SCN5A MUTATED SCN5A WILD-TYPE 
             69             210 
[1] "TPTE2 MUTATION ANALYSIS"
[1] 3
  TPTE2 MUTATED TPTE2 WILD-TYPE 
             33             246 
  TPTE2 MUTATED TPTE2 WILD-TYPE 
             33             246 
[1] "LRTM1 MUTATION ANALYSIS"
[1] 3
  LRTM1 MUTATED LRTM1 WILD-TYPE 
             26             253 
  LRTM1 MUTATED LRTM1 WILD-TYPE 
             26             253 
[1] "SLC10A2 MUTATION ANALYSIS"
[1] 3
  SLC10A2 MUTATED SLC10A2 WILD-TYPE 
               24               255 
  SLC10A2 MUTATED SLC10A2 WILD-TYPE 
               24               255 
[1] "OR2W1 MUTATION ANALYSIS"
[1] 3
  OR2W1 MUTATED OR2W1 WILD-TYPE 
             20             259 
  OR2W1 MUTATED OR2W1 WILD-TYPE 
             20             259 
[1] "NF1 MUTATION ANALYSIS"
[1] 3
  NF1 MUTATED NF1 WILD-TYPE 
           38           241 
  NF1 MUTATED NF1 WILD-TYPE 
           38           241 
[1] "ANGPT1 MUTATION ANALYSIS"
[1] 3
  ANGPT1 MUTATED ANGPT1 WILD-TYPE 
              30              249 
  ANGPT1 MUTATED ANGPT1 WILD-TYPE 
              30              249 
[1] "C18ORF26 MUTATION ANALYSIS"
[1] 3
  C18ORF26 MUTATED C18ORF26 WILD-TYPE 
                17                262 
  C18ORF26 MUTATED C18ORF26 WILD-TYPE 
                17                262 
[1] "STK31 MUTATION ANALYSIS"
[1] 3
  STK31 MUTATED STK31 WILD-TYPE 
             36             243 
  STK31 MUTATED STK31 WILD-TYPE 
             36             243 
[1] "VSNL1 MUTATION ANALYSIS"
[1] 3
  VSNL1 MUTATED VSNL1 WILD-TYPE 
              4             275 
  VSNL1 MUTATED VSNL1 WILD-TYPE 
              4             275 
[1] "CRB1 MUTATION ANALYSIS"
[1] 3
  CRB1 MUTATED CRB1 WILD-TYPE 
            52            227 
  CRB1 MUTATED CRB1 WILD-TYPE 
            52            227 
[1] "PREX2 MUTATION ANALYSIS"
[1] 3
  PREX2 MUTATED PREX2 WILD-TYPE 
             68             211 
  PREX2 MUTATED PREX2 WILD-TYPE 
             68             211 
[1] "COPG2 MUTATION ANALYSIS"
[1] 3
  COPG2 MUTATED COPG2 WILD-TYPE 
              9             270 
  COPG2 MUTATED COPG2 WILD-TYPE 
              9             270 
[1] "SPANXN5 MUTATION ANALYSIS"
[1] 3
  SPANXN5 MUTATED SPANXN5 WILD-TYPE 
                8               271 
  SPANXN5 MUTATED SPANXN5 WILD-TYPE 
                8               271 
[1] "NMS MUTATION ANALYSIS"
[1] 3
  NMS MUTATED NMS WILD-TYPE 
           13           266 
  NMS MUTATED NMS WILD-TYPE 
           13           266 
[1] "RERG MUTATION ANALYSIS"
[1] 3
  RERG MUTATED RERG WILD-TYPE 
            11            268 
  RERG MUTATED RERG WILD-TYPE 
            11            268 
[1] "GLYATL2 MUTATION ANALYSIS"
[1] 3
  GLYATL2 MUTATED GLYATL2 WILD-TYPE 
               25               254 
  GLYATL2 MUTATED GLYATL2 WILD-TYPE 
               25               254 
[1] "POTEG MUTATION ANALYSIS"
[1] 3
  POTEG MUTATED POTEG WILD-TYPE 
             31             248 
  POTEG MUTATED POTEG WILD-TYPE 
             31             248 
[1] "AREG MUTATION ANALYSIS"
[1] 3
  AREG MUTATED AREG WILD-TYPE 
             7            272 
  AREG MUTATED AREG WILD-TYPE 
             7            272 
[1] "ACD MUTATION ANALYSIS"
[1] 3
  ACD MUTATED ACD WILD-TYPE 
           10           269 
  ACD MUTATED ACD WILD-TYPE 
           10           269 
[1] "STARD6 MUTATION ANALYSIS"
[1] 3
  STARD6 MUTATED STARD6 WILD-TYPE 
              12              267 
  STARD6 MUTATED STARD6 WILD-TYPE 
              12              267 
[1] "FAM58A MUTATION ANALYSIS"
[1] 3
  FAM58A MUTATED FAM58A WILD-TYPE 
               5              274 
  FAM58A MUTATED FAM58A WILD-TYPE 
               5              274 
[1] "CDK4 MUTATION ANALYSIS"
[1] 3
  CDK4 MUTATED CDK4 WILD-TYPE 
             7            272 
  CDK4 MUTATED CDK4 WILD-TYPE 
             7            272 
[1] "PRSS48 MUTATION ANALYSIS"
[1] 3
  PRSS48 MUTATED PRSS48 WILD-TYPE 
               6              273 
  PRSS48 MUTATED PRSS48 WILD-TYPE 
               6              273 
[1] "TBC1D3B MUTATION ANALYSIS"
[1] 3
  TBC1D3B MUTATED TBC1D3B WILD-TYPE 
                5               274 
  TBC1D3B MUTATED TBC1D3B WILD-TYPE 
                5               274 
[1] "COL4A4 MUTATION ANALYSIS"
[1] 3
  COL4A4 MUTATED COL4A4 WILD-TYPE 
              72              207 
  COL4A4 MUTATED COL4A4 WILD-TYPE 
              72              207 
[1] "LPAR1 MUTATION ANALYSIS"
[1] 3
  LPAR1 MUTATED LPAR1 WILD-TYPE 
             13             266 
  LPAR1 MUTATED LPAR1 WILD-TYPE 
             13             266 
[1] "GNAI2 MUTATION ANALYSIS"
[1] 3
  GNAI2 MUTATED GNAI2 WILD-TYPE 
              5             274 
  GNAI2 MUTATED GNAI2 WILD-TYPE 
              5             274 
[1] "RPGRIP1 MUTATION ANALYSIS"
[1] 3
  RPGRIP1 MUTATED RPGRIP1 WILD-TYPE 
               25               254 
  RPGRIP1 MUTATED RPGRIP1 WILD-TYPE 
               25               254 
[1] "PTPRT MUTATION ANALYSIS"
[1] 3
  PTPRT MUTATED PTPRT WILD-TYPE 
             81             198 
  PTPRT MUTATED PTPRT WILD-TYPE 
             81             198 
[1] "PDE1A MUTATION ANALYSIS"
[1] 3
  PDE1A MUTATED PDE1A WILD-TYPE 
             39             240 
  PDE1A MUTATED PDE1A WILD-TYPE 
             39             240 
[1] "KIAA2022 MUTATION ANALYSIS"
[1] 3
  KIAA2022 MUTATED KIAA2022 WILD-TYPE 
                54                225 
  KIAA2022 MUTATED KIAA2022 WILD-TYPE 
                54                225 
[1] "HRNR MUTATION ANALYSIS"
[1] 3
  HRNR MUTATED HRNR WILD-TYPE 
            56            223 
  HRNR MUTATED HRNR WILD-TYPE 
            56            223 
[1] "EIF3D MUTATION ANALYSIS"
[1] 3
  EIF3D MUTATED EIF3D WILD-TYPE 
              4             275 
  EIF3D MUTATED EIF3D WILD-TYPE 
              4             275 
[1] "SLC15A2 MUTATION ANALYSIS"
[1] 3
  SLC15A2 MUTATED SLC15A2 WILD-TYPE 
               32               247 
  SLC15A2 MUTATED SLC15A2 WILD-TYPE 
               32               247 
[1] "ST6GAL2 MUTATION ANALYSIS"
[1] 3
  ST6GAL2 MUTATED ST6GAL2 WILD-TYPE 
               42               237 
  ST6GAL2 MUTATED ST6GAL2 WILD-TYPE 
               42               237 
[1] "DNAJC5B MUTATION ANALYSIS"
[1] 3
  DNAJC5B MUTATED DNAJC5B WILD-TYPE 
               13               266 
  DNAJC5B MUTATED DNAJC5B WILD-TYPE 
               13               266 
[1] "TAF1A MUTATION ANALYSIS"
[1] 3
  TAF1A MUTATED TAF1A WILD-TYPE 
             14             265 
  TAF1A MUTATED TAF1A WILD-TYPE 
             14             265 
[1] "TRHDE MUTATION ANALYSIS"
[1] 3
  TRHDE MUTATED TRHDE WILD-TYPE 
             47             232 
  TRHDE MUTATED TRHDE WILD-TYPE 
             47             232 
[1] "COL19A1 MUTATION ANALYSIS"
[1] 3
  COL19A1 MUTATED COL19A1 WILD-TYPE 
               36               243 
  COL19A1 MUTATED COL19A1 WILD-TYPE 
               36               243 
[1] "OR4K1 MUTATION ANALYSIS"
[1] 3
  OR4K1 MUTATED OR4K1 WILD-TYPE 
             30             249 
  OR4K1 MUTATED OR4K1 WILD-TYPE 
             30             249 
[1] "FASLG MUTATION ANALYSIS"
[1] 3
  FASLG MUTATED FASLG WILD-TYPE 
             12             267 
  FASLG MUTATED FASLG WILD-TYPE 
             12             267 
[1] "TMC5 MUTATION ANALYSIS"
[1] 3
  TMC5 MUTATED TMC5 WILD-TYPE 
            45            234 
  TMC5 MUTATED TMC5 WILD-TYPE 
            45            234 
[1] "NOP10 MUTATION ANALYSIS"
[1] 3
  NOP10 MUTATED NOP10 WILD-TYPE 
              3             276 
  NOP10 MUTATED NOP10 WILD-TYPE 
              3             276 
[1] "CTNNB1 MUTATION ANALYSIS"
[1] 3
  CTNNB1 MUTATED CTNNB1 WILD-TYPE 
              14              265 
  CTNNB1 MUTATED CTNNB1 WILD-TYPE 
              14              265 
[1] "SNCAIP MUTATION ANALYSIS"
[1] 3
  SNCAIP MUTATED SNCAIP WILD-TYPE 
              49              230 
  SNCAIP MUTATED SNCAIP WILD-TYPE 
              49              230 
[1] "CD2 MUTATION ANALYSIS"
[1] 3
  CD2 MUTATED CD2 WILD-TYPE 
           21           258 
  CD2 MUTATED CD2 WILD-TYPE 
           21           258 
[1] "SLC38A1 MUTATION ANALYSIS"
[1] 3
  SLC38A1 MUTATED SLC38A1 WILD-TYPE 
               20               259 
  SLC38A1 MUTATED SLC38A1 WILD-TYPE 
               20               259 
[1] "LIPI MUTATION ANALYSIS"
[1] 3
  LIPI MUTATED LIPI WILD-TYPE 
            25            254 
  LIPI MUTATED LIPI WILD-TYPE 
            25            254 
[1] "C7ORF58 MUTATION ANALYSIS"
[1] 3
  C7ORF58 MUTATED C7ORF58 WILD-TYPE 
               35               244 
  C7ORF58 MUTATED C7ORF58 WILD-TYPE 
               35               244 
[1] "COL5A1 MUTATION ANALYSIS"
[1] 3
  COL5A1 MUTATED COL5A1 WILD-TYPE 
              56              223 
  COL5A1 MUTATED COL5A1 WILD-TYPE 
              56              223 
[1] "SERPINA10 MUTATION ANALYSIS"
[1] 3
  SERPINA10 MUTATED SERPINA10 WILD-TYPE 
                 28                 251 
  SERPINA10 MUTATED SERPINA10 WILD-TYPE 
                 28                 251 
[1] "C1ORF127 MUTATION ANALYSIS"
[1] 3
  C1ORF127 MUTATED C1ORF127 WILD-TYPE 
                20                259 
  C1ORF127 MUTATED C1ORF127 WILD-TYPE 
                20                259 
[1] "TTN MUTATION ANALYSIS"
[1] 3
  TTN MUTATED TTN WILD-TYPE 
          202            77 
  TTN MUTATED TTN WILD-TYPE 
          202            77 
[1] "DGAT2L6 MUTATION ANALYSIS"
[1] 3
  DGAT2L6 MUTATED DGAT2L6 WILD-TYPE 
               11               268 
  DGAT2L6 MUTATED DGAT2L6 WILD-TYPE 
               11               268 
[1] "C3ORF71 MUTATION ANALYSIS"
[1] 3
  C3ORF71 MUTATED C3ORF71 WILD-TYPE 
                4               275 
  C3ORF71 MUTATED C3ORF71 WILD-TYPE 
                4               275 
[1] "SLC9A4 MUTATION ANALYSIS"
[1] 3
  SLC9A4 MUTATED SLC9A4 WILD-TYPE 
              29              250 
  SLC9A4 MUTATED SLC9A4 WILD-TYPE 
              29              250 
[1] "MKX MUTATION ANALYSIS"
[1] 3
  MKX MUTATED MKX WILD-TYPE 
           17           262 
  MKX MUTATED MKX WILD-TYPE 
           17           262 
[1] "FAM19A1 MUTATION ANALYSIS"
[1] 3
  FAM19A1 MUTATED FAM19A1 WILD-TYPE 
               13               266 
  FAM19A1 MUTATED FAM19A1 WILD-TYPE 
               13               266 
[1] "CERKL MUTATION ANALYSIS"
[1] 3
  CERKL MUTATED CERKL WILD-TYPE 
             18             261 
  CERKL MUTATED CERKL WILD-TYPE 
             18             261 
[1] "OR4K2 MUTATION ANALYSIS"
[1] 3
  OR4K2 MUTATED OR4K2 WILD-TYPE 
             28             251 
  OR4K2 MUTATED OR4K2 WILD-TYPE 
             28             251 
[1] "GALNT14 MUTATION ANALYSIS"
[1] 3
  GALNT14 MUTATED GALNT14 WILD-TYPE 
               21               258 
  GALNT14 MUTATED GALNT14 WILD-TYPE 
               21               258 
[1] "C12ORF50 MUTATION ANALYSIS"
[1] 3
  C12ORF50 MUTATED C12ORF50 WILD-TYPE 
                23                256 
  C12ORF50 MUTATED C12ORF50 WILD-TYPE 
                23                256 
[1] "GK2 MUTATION ANALYSIS"
[1] 3
  GK2 MUTATED GK2 WILD-TYPE 
           32           247 
  GK2 MUTATED GK2 WILD-TYPE 
           32           247 
[1] "RPAP1 MUTATION ANALYSIS"
[1] 3
  RPAP1 MUTATED RPAP1 WILD-TYPE 
             13             266 
  RPAP1 MUTATED RPAP1 WILD-TYPE 
             13             266 
[1] "IDO2 MUTATION ANALYSIS"
[1] 3
  IDO2 MUTATED IDO2 WILD-TYPE 
            17            262 
  IDO2 MUTATED IDO2 WILD-TYPE 
            17            262 
[1] "ZIM3 MUTATION ANALYSIS"
[1] 3
  ZIM3 MUTATED ZIM3 WILD-TYPE 
            26            253 
  ZIM3 MUTATED ZIM3 WILD-TYPE 
            26            253 
[1] "MAP2K1 MUTATION ANALYSIS"
[1] 3
  MAP2K1 MUTATED MAP2K1 WILD-TYPE 
              14              265 
  MAP2K1 MUTATED MAP2K1 WILD-TYPE 
              14              265 
[1] "GZMA MUTATION ANALYSIS"
[1] 3
  GZMA MUTATED GZMA WILD-TYPE 
            11            268 
  GZMA MUTATED GZMA WILD-TYPE 
            11            268 
[1] "ACTC1 MUTATION ANALYSIS"
[1] 3
  ACTC1 MUTATED ACTC1 WILD-TYPE 
             15             264 
  ACTC1 MUTATED ACTC1 WILD-TYPE 
             15             264 
[1] "KCNB2 MUTATION ANALYSIS"
[1] 3
  KCNB2 MUTATED KCNB2 WILD-TYPE 
             59             220 
  KCNB2 MUTATED KCNB2 WILD-TYPE 
             59             220 
[1] "ADAMTS2 MUTATION ANALYSIS"
[1] 3
  ADAMTS2 MUTATED ADAMTS2 WILD-TYPE 
               29               250 
  ADAMTS2 MUTATED ADAMTS2 WILD-TYPE 
               29               250 
[1] "IL7R MUTATION ANALYSIS"
[1] 3
  IL7R MUTATED IL7R WILD-TYPE 
            30            249 
  IL7R MUTATED IL7R WILD-TYPE 
            30            249 
[1] "DAAM2 MUTATION ANALYSIS"
[1] 3
  DAAM2 MUTATED DAAM2 WILD-TYPE 
              7             272 
  DAAM2 MUTATED DAAM2 WILD-TYPE 
              7             272 
[1] "OR4N4 MUTATION ANALYSIS"
[1] 3
  OR4N4 MUTATED OR4N4 WILD-TYPE 
             15             264 
  OR4N4 MUTATED OR4N4 WILD-TYPE 
             15             264 
[1] "BMP5 MUTATION ANALYSIS"
[1] 3
  BMP5 MUTATED BMP5 WILD-TYPE 
            26            253 
  BMP5 MUTATED BMP5 WILD-TYPE 
            26            253 
[1] "RAPGEF5 MUTATION ANALYSIS"
[1] 3
  RAPGEF5 MUTATED RAPGEF5 WILD-TYPE 
               15               264 
  RAPGEF5 MUTATED RAPGEF5 WILD-TYPE 
               15               264 
[1] "HNF4G MUTATION ANALYSIS"
[1] 3
  HNF4G MUTATED HNF4G WILD-TYPE 
             26             253 
  HNF4G MUTATED HNF4G WILD-TYPE 
             26             253 
[1] "C8B MUTATION ANALYSIS"
[1] 3
  C8B MUTATED C8B WILD-TYPE 
           38           241 
  C8B MUTATED C8B WILD-TYPE 
           38           241 
[1] "CRNN MUTATION ANALYSIS"
[1] 3
  CRNN MUTATED CRNN WILD-TYPE 
            20            259 
  CRNN MUTATED CRNN WILD-TYPE 
            20            259 
[1] "DACH1 MUTATION ANALYSIS"
[1] 3
  DACH1 MUTATED DACH1 WILD-TYPE 
             25             254 
  DACH1 MUTATED DACH1 WILD-TYPE 
             25             254 
[1] "OPN5 MUTATION ANALYSIS"
[1] 3
  OPN5 MUTATED OPN5 WILD-TYPE 
             8            271 
  OPN5 MUTATED OPN5 WILD-TYPE 
             8            271 
[1] "ZSWIM2 MUTATION ANALYSIS"
[1] 3
  ZSWIM2 MUTATED ZSWIM2 WILD-TYPE 
              30              249 
  ZSWIM2 MUTATED ZSWIM2 WILD-TYPE 
              30              249 
[1] "MPP6 MUTATION ANALYSIS"
[1] 3
  MPP6 MUTATED MPP6 WILD-TYPE 
            15            264 
  MPP6 MUTATED MPP6 WILD-TYPE 
            15            264 
[1] "UNC119B MUTATION ANALYSIS"
[1] 3
  UNC119B MUTATED UNC119B WILD-TYPE 
                6               273 
  UNC119B MUTATED UNC119B WILD-TYPE 
                6               273 
[1] "DCDC1 MUTATION ANALYSIS"
[1] 3
  DCDC1 MUTATED DCDC1 WILD-TYPE 
              7             272 
  DCDC1 MUTATED DCDC1 WILD-TYPE 
              7             272 
[1] "WDR65 MUTATION ANALYSIS"
[1] 3
  WDR65 MUTATED WDR65 WILD-TYPE 
             21             258 
  WDR65 MUTATED WDR65 WILD-TYPE 
             21             258 
[1] "PTPN22 MUTATION ANALYSIS"
[1] 3
  PTPN22 MUTATED PTPN22 WILD-TYPE 
              24              255 
  PTPN22 MUTATED PTPN22 WILD-TYPE 
              24              255 
[1] "TFEC MUTATION ANALYSIS"
[1] 3
  TFEC MUTATED TFEC WILD-TYPE 
            20            259 
  TFEC MUTATED TFEC WILD-TYPE 
            20            259 
[1] "COL1A1 MUTATION ANALYSIS"
[1] 3
  COL1A1 MUTATED COL1A1 WILD-TYPE 
              38              241 
  COL1A1 MUTATED COL1A1 WILD-TYPE 
              38              241 
[1] "CAPSL MUTATION ANALYSIS"
[1] 3
  CAPSL MUTATED CAPSL WILD-TYPE 
             17             262 
  CAPSL MUTATED CAPSL WILD-TYPE 
             17             262 
[1] "DDX3X MUTATION ANALYSIS"
[1] 3
  DDX3X MUTATED DDX3X WILD-TYPE 
             19             260 
  DDX3X MUTATED DDX3X WILD-TYPE 
             19             260 
[1] "ACMSD MUTATION ANALYSIS"
[1] 3
  ACMSD MUTATED ACMSD WILD-TYPE 
             13             266 
  ACMSD MUTATED ACMSD WILD-TYPE 
             13             266 
[1] "TIMD4 MUTATION ANALYSIS"
[1] 3
  TIMD4 MUTATED TIMD4 WILD-TYPE 
             16             263 
  TIMD4 MUTATED TIMD4 WILD-TYPE 
             16             263 
[1] "NOTCH4 MUTATION ANALYSIS"
[1] 3
  NOTCH4 MUTATED NOTCH4 WILD-TYPE 
              51              228 
  NOTCH4 MUTATED NOTCH4 WILD-TYPE 
              51              228 
[1] "C12ORF36 MUTATION ANALYSIS"
[1] 3
  C12ORF36 MUTATED C12ORF36 WILD-TYPE 
                10                269 
  C12ORF36 MUTATED C12ORF36 WILD-TYPE 
                10                269 
[1] "SDPR MUTATION ANALYSIS"
[1] 3
  SDPR MUTATED SDPR WILD-TYPE 
            19            260 
  SDPR MUTATED SDPR WILD-TYPE 
            19            260 
[1] "GPC5 MUTATION ANALYSIS"
[1] 3
  GPC5 MUTATED GPC5 WILD-TYPE 
            31            248 
  GPC5 MUTATED GPC5 WILD-TYPE 
            31            248 
[1] "CCDC28A MUTATION ANALYSIS"
[1] 3
  CCDC28A MUTATED CCDC28A WILD-TYPE 
               10               269 
  CCDC28A MUTATED CCDC28A WILD-TYPE 
               10               269 
[1] "MC2R MUTATION ANALYSIS"
[1] 3
  MC2R MUTATED MC2R WILD-TYPE 
             5            274 
  MC2R MUTATED MC2R WILD-TYPE 
             5            274 
[1] "KL MUTATION ANALYSIS"
[1] 3
  KL MUTATED KL WILD-TYPE 
          26          253 
  KL MUTATED KL WILD-TYPE 
          26          253 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
 [1] "CN_CNMF"                     "METHLYATION_CNMF"           
 [3] "RPPA_CNMF"                   "RPPA_CHIERARCHICAL"         
 [5] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
 [7] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
 [9] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"

Input Data has 10 rows and 279 columns.

Variable 1:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'RPPA_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'RPPA_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MRNASEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MIRSEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 9:'MIRSEQ_MATURE_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 10:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
 [1] "CN_CNMF"                     "METHLYATION_CNMF"           
 [3] "RPPA_CNMF"                   "RPPA_CHIERARCHICAL"         
 [5] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
 [7] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
 [9] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 279 columns, 0 survival variables, and 10 non-survival variables.
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=3, binary=FALSE, numeric=FALSE
RPPA_CNMF, nv=4, 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=4, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=4, binary=FALSE, numeric=FALSE

Clustering(1) Variable = C15ORF23 MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        6      4      9
  C15ORF23 WILD-TYPE     98     72     90
D1V1, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                6                 98
  CLUS_2                4                 72
  CLUS_3                9                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        1     10      8
  C15ORF23 WILD-TYPE     70     90    100
D1V2, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 70
  CLUS_2               10                 90
  CLUS_3                8                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C15ORF23 MUTATED        4      3      2      1
  C15ORF23 WILD-TYPE     43     54     25     37
D1V3, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                4                 43
  CLUS_2                3                 54
  CLUS_3                2                 25
  CLUS_4                1                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        5      3      2
  C15ORF23 WILD-TYPE     62     56     41
D1V4, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                5                 62
  CLUS_2                3                 56
  CLUS_3                2                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        6      7      6
  C15ORF23 WILD-TYPE     87     72    101
D1V5, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                6                 87
  CLUS_2                7                 72
  CLUS_3                6                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        3     11      5
  C15ORF23 WILD-TYPE     70    111     79
D1V6, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                3                 70
  CLUS_2               11                111
  CLUS_3                5                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        3      7      6
  C15ORF23 WILD-TYPE     65    110     79
D1V7, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                3                 65
  CLUS_2                7                110
  CLUS_3                6                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C15ORF23 MUTATED        1      0      4     11
  C15ORF23 WILD-TYPE     28     28     66    132
D1V8, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 28
  CLUS_2                0                 28
  CLUS_3                4                 66
  CLUS_4               11                132
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        5      7      4
  C15ORF23 WILD-TYPE     83     95     76
D1V9, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                5                 83
  CLUS_2                7                 95
  CLUS_3                4                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C15ORF23 MUTATED        1      7      4      4
  C15ORF23 WILD-TYPE     24    105     80     45
D1V10, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 24
  CLUS_2                7                105
  CLUS_3                4                 80
  CLUS_4                4                 45

Clustering(2) Variable = ANKRD20A4 MUTATION ANALYSIS
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        1      2      3
  ANKRD20A4 WILD-TYPE    103     74     96
D2V1, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 1                 103
  CLUS_2                 2                  74
  CLUS_3                 3                  96
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        0      3      3
  ANKRD20A4 WILD-TYPE     71     97    105
D2V2, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  71
  CLUS_2                 3                  97
  CLUS_3                 3                 105
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ANKRD20A4 MUTATED        2      1      0      1
  ANKRD20A4 WILD-TYPE     45     56     27     37
D2V3, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 2                  45
  CLUS_2                 1                  56
  CLUS_3                 0                  27
  CLUS_4                 1                  37
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        2      1      1
  ANKRD20A4 WILD-TYPE     65     58     42
D2V4, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 2                  65
  CLUS_2                 1                  58
  CLUS_3                 1                  42
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        0      4      2
  ANKRD20A4 WILD-TYPE     93     75    105
D2V5, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  93
  CLUS_2                 4                  75
  CLUS_3                 2                 105
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        0      5      1
  ANKRD20A4 WILD-TYPE     73    117     83
D2V6, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  73
  CLUS_2                 5                 117
  CLUS_3                 1                  83
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        1      3      2
  ANKRD20A4 WILD-TYPE     67    114     83
D2V7, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 1                  67
  CLUS_2                 3                 114
  CLUS_3                 2                  83
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ANKRD20A4 MUTATED        0      0      2      4
  ANKRD20A4 WILD-TYPE     29     28     68    139
D2V8, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  29
  CLUS_2                 0                  28
  CLUS_3                 2                  68
  CLUS_4                 4                 139
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        1      3      2
  ANKRD20A4 WILD-TYPE     87     99     78
D2V9, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 1                  87
  CLUS_2                 3                  99
  CLUS_3                 2                  78
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ANKRD20A4 MUTATED        0      4      2      0
  ANKRD20A4 WILD-TYPE     25    108     82     49
D2V10, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  25
  CLUS_2                 4                 108
  CLUS_3                 2                  82
  CLUS_4                 0                  49

Clustering(3) Variable = CDKN2A MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED       14     18      9
  CDKN2A WILD-TYPE     90     58     90
D3V1, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             14               90
  CLUS_2             18               58
  CLUS_3              9               90
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED        5     21     15
  CDKN2A WILD-TYPE     66     79     93
D3V2, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              5               66
  CLUS_2             21               79
  CLUS_3             15               93
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CDKN2A MUTATED        7      6      8      6
  CDKN2A WILD-TYPE     40     51     19     32
D3V3, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              7               40
  CLUS_2              6               51
  CLUS_3              8               19
  CLUS_4              6               32
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED       13      6      8
  CDKN2A WILD-TYPE     54     53     35
D3V4, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             13               54
  CLUS_2              6               53
  CLUS_3              8               35
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED       15     11     15
  CDKN2A WILD-TYPE     78     68     92
D3V5, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             15               78
  CLUS_2             11               68
  CLUS_3             15               92
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED       12     16     13
  CDKN2A WILD-TYPE     61    106     71
D3V6, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             12               61
  CLUS_2             16              106
  CLUS_3             13               71
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED        8     19     13
  CDKN2A WILD-TYPE     60     98     72
D3V7, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              8               60
  CLUS_2             19               98
  CLUS_3             13               72
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CDKN2A MUTATED        4      4     10     22
  CDKN2A WILD-TYPE     25     24     60    121
D3V8, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              4               25
  CLUS_2              4               24
  CLUS_3             10               60
  CLUS_4             22              121
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED       15     15     10
  CDKN2A WILD-TYPE     73     87     70
D3V9, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             15               73
  CLUS_2             15               87
  CLUS_3             10               70
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CDKN2A MUTATED        4     19     11      6
  CDKN2A WILD-TYPE     21     93     73     43
D3V10, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              4               21
  CLUS_2             19               93
  CLUS_3             11               73
  CLUS_4              6               43

Clustering(4) Variable = NRAS MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED       44     10     32
  NRAS WILD-TYPE     60     66     67
D4V1, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           44             60
  CLUS_2           10             66
  CLUS_3           32             67
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED       21     41     24
  NRAS WILD-TYPE     50     59     84
D4V2, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           21             50
  CLUS_2           41             59
  CLUS_3           24             84
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NRAS MUTATED       16     19      7      9
  NRAS WILD-TYPE     31     38     20     29
D4V3, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           16             31
  CLUS_2           19             38
  CLUS_3            7             20
  CLUS_4            9             29
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED       11     23     17
  NRAS WILD-TYPE     56     36     26
D4V4, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           11             56
  CLUS_2           23             36
  CLUS_3           17             26
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED       27     22     37
  NRAS WILD-TYPE     66     57     70
D4V5, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           27             66
  CLUS_2           22             57
  CLUS_3           37             70
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED       20     33     33
  NRAS WILD-TYPE     53     89     51
D4V6, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           20             53
  CLUS_2           33             89
  CLUS_3           33             51
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED       20     37     25
  NRAS WILD-TYPE     48     80     60
D4V7, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           20             48
  CLUS_2           37             80
  CLUS_3           25             60
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NRAS MUTATED        9      4     20     49
  NRAS WILD-TYPE     20     24     50     94
D4V8, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1            9             20
  CLUS_2            4             24
  CLUS_3           20             50
  CLUS_4           49             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED       30     32     20
  NRAS WILD-TYPE     58     70     60
D4V9, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           30             58
  CLUS_2           32             70
  CLUS_3           20             60
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NRAS MUTATED        9     40     21     12
  NRAS WILD-TYPE     16     72     63     37
D4V10, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1            9             16
  CLUS_2           40             72
  CLUS_3           21             63
  CLUS_4           12             37

Clustering(5) Variable = BRAF MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       33     59     48
  BRAF WILD-TYPE     71     17     51
D5V1, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           33             71
  CLUS_2           59             17
  CLUS_3           48             51
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       26     51     63
  BRAF WILD-TYPE     45     49     45
D5V2, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           26             45
  CLUS_2           51             49
  CLUS_3           63             45
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BRAF MUTATED       24     24     14     21
  BRAF WILD-TYPE     23     33     13     17
D5V3, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           24             23
  CLUS_2           24             33
  CLUS_3           14             13
  CLUS_4           21             17
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       37     24     22
  BRAF WILD-TYPE     30     35     21
D5V4, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           37             30
  CLUS_2           24             35
  CLUS_3           22             21
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       60     40     40
  BRAF WILD-TYPE     33     39     67
D5V5, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           60             33
  CLUS_2           40             39
  CLUS_3           40             67
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       50     69     21
  BRAF WILD-TYPE     23     53     63
D5V6, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           50             23
  CLUS_2           69             53
  CLUS_3           21             63
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       38     51     46
  BRAF WILD-TYPE     30     66     39
D5V7, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           38             30
  CLUS_2           51             66
  CLUS_3           46             39
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BRAF MUTATED       17     21     37     60
  BRAF WILD-TYPE     12      7     33     83
D5V8, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           17             12
  CLUS_2           21              7
  CLUS_3           37             33
  CLUS_4           60             83
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       41     46     48
  BRAF WILD-TYPE     47     56     32
D5V9, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           41             47
  CLUS_2           46             56
  CLUS_3           48             32
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BRAF MUTATED       14     45     49     27
  BRAF WILD-TYPE     11     67     35     22
D5V10, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           14             11
  CLUS_2           45             67
  CLUS_3           49             35
  CLUS_4           27             22

Clustering(6) Variable = OXA1L MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        5      0      3
  OXA1L WILD-TYPE     99     76     96
D6V1, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             5              99
  CLUS_2             0              76
  CLUS_3             3              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        2      5      1
  OXA1L WILD-TYPE     69     95    107
D6V2, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             2              69
  CLUS_2             5              95
  CLUS_3             1             107
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OXA1L MUTATED        1      2      1      1
  OXA1L WILD-TYPE     46     55     26     37
D6V3, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              46
  CLUS_2             2              55
  CLUS_3             1              26
  CLUS_4             1              37
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        4      1      0
  OXA1L WILD-TYPE     63     58     43
D6V4, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             4              63
  CLUS_2             1              58
  CLUS_3             0              43
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        1      3      4
  OXA1L WILD-TYPE     92     76    103
D6V5, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              92
  CLUS_2             3              76
  CLUS_3             4             103
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        0      4      4
  OXA1L WILD-TYPE     73    118     80
D6V6, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             0              73
  CLUS_2             4             118
  CLUS_3             4              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        3      4      1
  OXA1L WILD-TYPE     65    113     84
D6V7, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             3              65
  CLUS_2             4             113
  CLUS_3             1              84
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OXA1L MUTATED        1      0      1      6
  OXA1L WILD-TYPE     28     28     69    137
D6V8, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              28
  CLUS_2             0              28
  CLUS_3             1              69
  CLUS_4             6             137
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        4      3      1
  OXA1L WILD-TYPE     84     99     79
D6V9, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             4              84
  CLUS_2             3              99
  CLUS_3             1              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OXA1L MUTATED        1      6      1      0
  OXA1L WILD-TYPE     24    106     83     49
D6V10, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              24
  CLUS_2             6             106
  CLUS_3             1              83
  CLUS_4             0              49

Clustering(7) Variable = TP53 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED       15      9     23
  TP53 WILD-TYPE     89     67     76
D7V1, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           15             89
  CLUS_2            9             67
  CLUS_3           23             76
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED        5     23     19
  TP53 WILD-TYPE     66     77     89
D7V2, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            5             66
  CLUS_2           23             77
  CLUS_3           19             89
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TP53 MUTATED        5      8      3     10
  TP53 WILD-TYPE     42     49     24     28
D7V3, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            5             42
  CLUS_2            8             49
  CLUS_3            3             24
  CLUS_4           10             28
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED       10     12      4
  TP53 WILD-TYPE     57     47     39
D7V4, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           10             57
  CLUS_2           12             47
  CLUS_3            4             39
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED       12     19     16
  TP53 WILD-TYPE     81     60     91
D7V5, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           12             81
  CLUS_2           19             60
  CLUS_3           16             91
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED       10     26     11
  TP53 WILD-TYPE     63     96     73
D7V6, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           10             63
  CLUS_2           26             96
  CLUS_3           11             73
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED        9     19     14
  TP53 WILD-TYPE     59     98     71
D7V7, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            9             59
  CLUS_2           19             98
  CLUS_3           14             71
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TP53 MUTATED        4      4      9     25
  TP53 WILD-TYPE     25     24     61    118
D7V8, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            4             25
  CLUS_2            4             24
  CLUS_3            9             61
  CLUS_4           25            118
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED       15     17     10
  TP53 WILD-TYPE     73     85     70
D7V9, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           15             73
  CLUS_2           17             85
  CLUS_3           10             70
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TP53 MUTATED        4     22     10      6
  TP53 WILD-TYPE     21     90     74     43
D7V10, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            4             21
  CLUS_2           22             90
  CLUS_3           10             74
  CLUS_4            6             43

Clustering(8) Variable = STK19 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        6      2      5
  STK19 WILD-TYPE     98     74     94
D8V1, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             6              98
  CLUS_2             2              74
  CLUS_3             5              94
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        0      6      7
  STK19 WILD-TYPE     71     94    101
D8V2, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              71
  CLUS_2             6              94
  CLUS_3             7             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STK19 MUTATED        2      0      2      2
  STK19 WILD-TYPE     45     57     25     36
D8V3, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              45
  CLUS_2             0              57
  CLUS_3             2              25
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        3      3      0
  STK19 WILD-TYPE     64     56     43
D8V4, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             3              64
  CLUS_2             3              56
  CLUS_3             0              43
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        3      5      5
  STK19 WILD-TYPE     90     74    102
D8V5, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             3              90
  CLUS_2             5              74
  CLUS_3             5             102
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        2      7      4
  STK19 WILD-TYPE     71    115     80
D8V6, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              71
  CLUS_2             7             115
  CLUS_3             4              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        2      7      3
  STK19 WILD-TYPE     66    110     82
D8V7, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              66
  CLUS_2             7             110
  CLUS_3             3              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STK19 MUTATED        0      0      3      9
  STK19 WILD-TYPE     29     28     67    134
D8V8, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              29
  CLUS_2             0              28
  CLUS_3             3              67
  CLUS_4             9             134
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        2      7      3
  STK19 WILD-TYPE     86     95     77
D8V9, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              86
  CLUS_2             7              95
  CLUS_3             3              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STK19 MUTATED        0      8      3      1
  STK19 WILD-TYPE     25    104     81     48
D8V10, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             8             104
  CLUS_3             3              81
  CLUS_4             1              48

Clustering(9) Variable = TMEM216 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        1      5      2
  TMEM216 WILD-TYPE    103     71     97
D9V1, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               1               103
  CLUS_2               5                71
  CLUS_3               2                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        3      1      4
  TMEM216 WILD-TYPE     68     99    104
D9V2, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               3                68
  CLUS_2               1                99
  CLUS_3               4               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMEM216 MUTATED        4      0      2      1
  TMEM216 WILD-TYPE     43     57     25     37
D9V3, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               4                43
  CLUS_2               0                57
  CLUS_3               2                25
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        4      1      2
  TMEM216 WILD-TYPE     63     58     41
D9V4, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               4                63
  CLUS_2               1                58
  CLUS_3               2                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        3      3      2
  TMEM216 WILD-TYPE     90     76    105
D9V5, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               3                90
  CLUS_2               3                76
  CLUS_3               2               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        3      3      2
  TMEM216 WILD-TYPE     70    119     82
D9V6, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               3                70
  CLUS_2               3               119
  CLUS_3               2                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        3      3      2
  TMEM216 WILD-TYPE     65    114     83
D9V7, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               3                65
  CLUS_2               3               114
  CLUS_3               2                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMEM216 MUTATED        0      0      4      4
  TMEM216 WILD-TYPE     29     28     66    139
D9V8, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               0                29
  CLUS_2               0                28
  CLUS_3               4                66
  CLUS_4               4               139
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        4      2      2
  TMEM216 WILD-TYPE     84    100     78
D9V9, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               4                84
  CLUS_2               2               100
  CLUS_3               2                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMEM216 MUTATED        0      3      4      1
  TMEM216 WILD-TYPE     25    109     80     48
D9V10, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               0                25
  CLUS_2               3               109
  CLUS_3               4                80
  CLUS_4               1                48

Clustering(10) Variable = PCDHAC2 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       56     43     57
  PCDHAC2 WILD-TYPE     48     33     42
D10V1, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              56                48
  CLUS_2              43                33
  CLUS_3              57                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       30     61     65
  PCDHAC2 WILD-TYPE     41     39     43
D10V2, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              30                41
  CLUS_2              61                39
  CLUS_3              65                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDHAC2 MUTATED       27     29     17     25
  PCDHAC2 WILD-TYPE     20     28     10     13
D10V3, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              27                20
  CLUS_2              29                28
  CLUS_3              17                10
  CLUS_4              25                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       38     37     23
  PCDHAC2 WILD-TYPE     29     22     20
D10V4, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              38                29
  CLUS_2              37                22
  CLUS_3              23                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       52     47     57
  PCDHAC2 WILD-TYPE     41     32     50
D10V5, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              52                41
  CLUS_2              47                32
  CLUS_3              57                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       39     74     43
  PCDHAC2 WILD-TYPE     34     48     41
D10V6, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              39                34
  CLUS_2              74                48
  CLUS_3              43                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       39     67     46
  PCDHAC2 WILD-TYPE     29     50     39
D10V7, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              39                29
  CLUS_2              67                50
  CLUS_3              46                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDHAC2 MUTATED       16     14     39     83
  PCDHAC2 WILD-TYPE     13     14     31     60
D10V8, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              16                13
  CLUS_2              14                14
  CLUS_3              39                31
  CLUS_4              83                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       49     62     41
  PCDHAC2 WILD-TYPE     39     40     39
D10V9, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              49                39
  CLUS_2              62                40
  CLUS_3              41                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDHAC2 MUTATED       13     70     46     23
  PCDHAC2 WILD-TYPE     12     42     38     26
D10V10, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              13                12
  CLUS_2              70                42
  CLUS_3              46                38
  CLUS_4              23                26

Clustering(11) Variable = PTEN MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED       11      7      5
  PTEN WILD-TYPE     93     69     94
D11V1, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1           11             93
  CLUS_2            7             69
  CLUS_3            5             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED        9     10      4
  PTEN WILD-TYPE     62     90    104
D11V2, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            9             62
  CLUS_2           10             90
  CLUS_3            4            104
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTEN MUTATED        4      8      0      1
  PTEN WILD-TYPE     43     49     27     37
D11V3, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             43
  CLUS_2            8             49
  CLUS_3            0             27
  CLUS_4            1             37
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED        4      8      1
  PTEN WILD-TYPE     63     51     42
D11V4, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             63
  CLUS_2            8             51
  CLUS_3            1             42
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED       11      6      6
  PTEN WILD-TYPE     82     73    101
D11V5, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1           11             82
  CLUS_2            6             73
  CLUS_3            6            101
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED       10      5      8
  PTEN WILD-TYPE     63    117     76
D11V6, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1           10             63
  CLUS_2            5            117
  CLUS_3            8             76
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED        7      9      7
  PTEN WILD-TYPE     61    108     78
D11V7, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            7             61
  CLUS_2            9            108
  CLUS_3            7             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTEN MUTATED        5      5      5      8
  PTEN WILD-TYPE     24     23     65    135
D11V8, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            5             24
  CLUS_2            5             23
  CLUS_3            5             65
  CLUS_4            8            135
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED        9      6      8
  PTEN WILD-TYPE     79     96     72
D11V9, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            9             79
  CLUS_2            6             96
  CLUS_3            8             72
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTEN MUTATED        4      7      7      5
  PTEN WILD-TYPE     21    105     77     44
D11V10, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             21
  CLUS_2            7            105
  CLUS_3            7             77
  CLUS_4            5             44

Clustering(12) Variable = MRPS31 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        8      4      7
  MRPS31 WILD-TYPE     96     72     92
D12V1, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              8               96
  CLUS_2              4               72
  CLUS_3              7               92
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        7     10      2
  MRPS31 WILD-TYPE     64     90    106
D12V2, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              7               64
  CLUS_2             10               90
  CLUS_3              2              106
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MRPS31 MUTATED        2      4      1      2
  MRPS31 WILD-TYPE     45     53     26     36
D12V3, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              2               45
  CLUS_2              4               53
  CLUS_3              1               26
  CLUS_4              2               36
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        3      3      3
  MRPS31 WILD-TYPE     64     56     40
D12V4, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              3               64
  CLUS_2              3               56
  CLUS_3              3               40
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        5      2     12
  MRPS31 WILD-TYPE     88     77     95
D12V5, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              5               88
  CLUS_2              2               77
  CLUS_3             12               95
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        5      6      8
  MRPS31 WILD-TYPE     68    116     76
D12V6, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              5               68
  CLUS_2              6              116
  CLUS_3              8               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        2     11      5
  MRPS31 WILD-TYPE     66    106     80
D12V7, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              2               66
  CLUS_2             11              106
  CLUS_3              5               80
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MRPS31 MUTATED        1      1      3     13
  MRPS31 WILD-TYPE     28     27     67    130
D12V8, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              1               28
  CLUS_2              1               27
  CLUS_3              3               67
  CLUS_4             13              130
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        3     11      4
  MRPS31 WILD-TYPE     85     91     76
D12V9, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              3               85
  CLUS_2             11               91
  CLUS_3              4               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MRPS31 MUTATED        0     10      4      4
  MRPS31 WILD-TYPE     25    102     80     45
D12V10, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              0               25
  CLUS_2             10              102
  CLUS_3              4               80
  CLUS_4              4               45

Clustering(13) Variable = PCDHGC5 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       54     36     51
  PCDHGC5 WILD-TYPE     50     40     48
D13V1, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              54                50
  CLUS_2              36                40
  CLUS_3              51                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       27     59     55
  PCDHGC5 WILD-TYPE     44     41     53
D13V2, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              27                44
  CLUS_2              59                41
  CLUS_3              55                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDHGC5 MUTATED       24     32     15     21
  PCDHGC5 WILD-TYPE     23     25     12     17
D13V3, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              24                23
  CLUS_2              32                25
  CLUS_3              15                12
  CLUS_4              21                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       38     33     21
  PCDHGC5 WILD-TYPE     29     26     22
D13V4, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              38                29
  CLUS_2              33                26
  CLUS_3              21                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       43     48     50
  PCDHGC5 WILD-TYPE     50     31     57
D13V5, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              43                50
  CLUS_2              48                31
  CLUS_3              50                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       32     66     43
  PCDHGC5 WILD-TYPE     41     56     41
D13V6, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              32                41
  CLUS_2              66                56
  CLUS_3              43                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       40     58     39
  PCDHGC5 WILD-TYPE     28     59     46
D13V7, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              40                28
  CLUS_2              58                59
  CLUS_3              39                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDHGC5 MUTATED       17      8     34     78
  PCDHGC5 WILD-TYPE     12     20     36     65
D13V8, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              17                12
  CLUS_2               8                20
  CLUS_3              34                36
  CLUS_4              78                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       49     54     34
  PCDHGC5 WILD-TYPE     39     48     46
D13V9, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              49                39
  CLUS_2              54                48
  CLUS_3              34                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDHGC5 MUTATED       15     62     39     21
  PCDHGC5 WILD-TYPE     10     50     45     28
D13V10, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              15                10
  CLUS_2              62                50
  CLUS_3              39                45
  CLUS_4              21                28

Clustering(14) Variable = BAGE MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        5      0      3
  BAGE WILD-TYPE     99     76     96
D14V1, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            5             99
  CLUS_2            0             76
  CLUS_3            3             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        1      2      5
  BAGE WILD-TYPE     70     98    103
D14V2, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            1             70
  CLUS_2            2             98
  CLUS_3            5            103
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BAGE MUTATED        1      1      1      2
  BAGE WILD-TYPE     46     56     26     36
D14V3, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            1             46
  CLUS_2            1             56
  CLUS_3            1             26
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        2      1      2
  BAGE WILD-TYPE     65     58     41
D14V4, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            2             65
  CLUS_2            1             58
  CLUS_3            2             41
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        2      1      5
  BAGE WILD-TYPE     91     78    102
D14V5, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            2             91
  CLUS_2            1             78
  CLUS_3            5            102
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        2      2      4
  BAGE WILD-TYPE     71    120     80
D14V6, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            2             71
  CLUS_2            2            120
  CLUS_3            4             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        3      2      3
  BAGE WILD-TYPE     65    115     82
D14V7, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            3             65
  CLUS_2            2            115
  CLUS_3            3             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BAGE MUTATED        1      0      3      4
  BAGE WILD-TYPE     28     28     67    139
D14V8, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            1             28
  CLUS_2            0             28
  CLUS_3            3             67
  CLUS_4            4            139
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        2      3      3
  BAGE WILD-TYPE     86     99     77
D14V9, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            2             86
  CLUS_2            3             99
  CLUS_3            3             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BAGE MUTATED        1      4      3      0
  BAGE WILD-TYPE     24    108     81     49
D14V10, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            1             24
  CLUS_2            4            108
  CLUS_3            3             81
  CLUS_4            0             49

Clustering(15) Variable = DSG1 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED       15     14     16
  DSG1 WILD-TYPE     89     62     83
D15V1, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           15             89
  CLUS_2           14             62
  CLUS_3           16             83
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED        8     19     18
  DSG1 WILD-TYPE     63     81     90
D15V2, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            8             63
  CLUS_2           19             81
  CLUS_3           18             90
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DSG1 MUTATED       12      5      4      8
  DSG1 WILD-TYPE     35     52     23     30
D15V3, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           12             35
  CLUS_2            5             52
  CLUS_3            4             23
  CLUS_4            8             30
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED       11      9      9
  DSG1 WILD-TYPE     56     50     34
D15V4, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           11             56
  CLUS_2            9             50
  CLUS_3            9             34
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED       16     15     14
  DSG1 WILD-TYPE     77     64     93
D15V5, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           16             77
  CLUS_2           15             64
  CLUS_3           14             93
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED       13     21     11
  DSG1 WILD-TYPE     60    101     73
D15V6, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           13             60
  CLUS_2           21            101
  CLUS_3           11             73
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED       10     18     14
  DSG1 WILD-TYPE     58     99     71
D15V7, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           10             58
  CLUS_2           18             99
  CLUS_3           14             71
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DSG1 MUTATED        5      3     14     20
  DSG1 WILD-TYPE     24     25     56    123
D15V8, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            5             24
  CLUS_2            3             25
  CLUS_3           14             56
  CLUS_4           20            123
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED       16     14     12
  DSG1 WILD-TYPE     72     88     68
D15V9, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           16             72
  CLUS_2           14             88
  CLUS_3           12             68
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DSG1 MUTATED        4     19     15      4
  DSG1 WILD-TYPE     21     93     69     45
D15V10, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            4             21
  CLUS_2           19             93
  CLUS_3           15             69
  CLUS_4            4             45

Clustering(16) Variable = RAC1 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED       10      1      9
  RAC1 WILD-TYPE     94     75     90
D16V1, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1           10             94
  CLUS_2            1             75
  CLUS_3            9             90
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED        4      5     11
  RAC1 WILD-TYPE     67     95     97
D16V2, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            4             67
  CLUS_2            5             95
  CLUS_3           11             97
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RAC1 MUTATED        5      3      2      3
  RAC1 WILD-TYPE     42     54     25     35
D16V3, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            5             42
  CLUS_2            3             54
  CLUS_3            2             25
  CLUS_4            3             35
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED        3      7      3
  RAC1 WILD-TYPE     64     52     40
D16V4, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            3             64
  CLUS_2            7             52
  CLUS_3            3             40
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED        5      7      8
  RAC1 WILD-TYPE     88     72     99
D16V5, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            5             88
  CLUS_2            7             72
  CLUS_3            8             99
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED        5      9      6
  RAC1 WILD-TYPE     68    113     78
D16V6, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            5             68
  CLUS_2            9            113
  CLUS_3            6             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED        9      7      4
  RAC1 WILD-TYPE     59    110     81
D16V7, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            9             59
  CLUS_2            7            110
  CLUS_3            4             81
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RAC1 MUTATED        3      1      8      8
  RAC1 WILD-TYPE     26     27     62    135
D16V8, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            3             26
  CLUS_2            1             27
  CLUS_3            8             62
  CLUS_4            8            135
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED       11      6      3
  RAC1 WILD-TYPE     77     96     77
D16V9, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1           11             77
  CLUS_2            6             96
  CLUS_3            3             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RAC1 MUTATED        2      8      9      1
  RAC1 WILD-TYPE     23    104     75     48
D16V10, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            2             23
  CLUS_2            8            104
  CLUS_3            9             75
  CLUS_4            1             48

Clustering(17) Variable = PPP6C MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        6      7      7
  PPP6C WILD-TYPE     98     69     92
D17V1, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             6              98
  CLUS_2             7              69
  CLUS_3             7              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        3     10      7
  PPP6C WILD-TYPE     68     90    101
D17V2, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             3              68
  CLUS_2            10              90
  CLUS_3             7             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PPP6C MUTATED        5      2      2      2
  PPP6C WILD-TYPE     42     55     25     36
D17V3, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             5              42
  CLUS_2             2              55
  CLUS_3             2              25
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        4      2      5
  PPP6C WILD-TYPE     63     57     38
D17V4, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             4              63
  CLUS_2             2              57
  CLUS_3             5              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        8      6      6
  PPP6C WILD-TYPE     85     73    101
D17V5, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             8              85
  CLUS_2             6              73
  CLUS_3             6             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        7      7      6
  PPP6C WILD-TYPE     66    115     78
D17V6, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             7              66
  CLUS_2             7             115
  CLUS_3             6              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        7      7      6
  PPP6C WILD-TYPE     61    110     79
D17V7, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             7              61
  CLUS_2             7             110
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PPP6C MUTATED        4      1      7      8
  PPP6C WILD-TYPE     25     27     63    135
D17V8, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             4              25
  CLUS_2             1              27
  CLUS_3             7              63
  CLUS_4             8             135
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        8      5      7
  PPP6C WILD-TYPE     80     97     73
D17V9, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             8              80
  CLUS_2             5              97
  CLUS_3             7              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PPP6C MUTATED        3      7      7      3
  PPP6C WILD-TYPE     22    105     77     46
D17V10, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             3              22
  CLUS_2             7             105
  CLUS_3             7              77
  CLUS_4             3              46

Clustering(18) Variable = SERPINB3 MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED       15      9     18
  SERPINB3 WILD-TYPE     89     67     81
D18V1, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               15                 89
  CLUS_2                9                 67
  CLUS_3               18                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED       10     15     17
  SERPINB3 WILD-TYPE     61     85     91
D18V2, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               10                 61
  CLUS_2               15                 85
  CLUS_3               17                 91
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SERPINB3 MUTATED       13      7      6      4
  SERPINB3 WILD-TYPE     34     50     21     34
D18V3, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               13                 34
  CLUS_2                7                 50
  CLUS_3                6                 21
  CLUS_4                4                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED       11      8     11
  SERPINB3 WILD-TYPE     56     51     32
D18V4, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               11                 56
  CLUS_2                8                 51
  CLUS_3               11                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED       15     13     14
  SERPINB3 WILD-TYPE     78     66     93
D18V5, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               15                 78
  CLUS_2               13                 66
  CLUS_3               14                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED       12     21      9
  SERPINB3 WILD-TYPE     61    101     75
D18V6, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               12                 61
  CLUS_2               21                101
  CLUS_3                9                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED       12     15     14
  SERPINB3 WILD-TYPE     56    102     71
D18V7, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               12                 56
  CLUS_2               15                102
  CLUS_3               14                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SERPINB3 MUTATED        5      3     13     20
  SERPINB3 WILD-TYPE     24     25     57    123
D18V8, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1                5                 24
  CLUS_2                3                 25
  CLUS_3               13                 57
  CLUS_4               20                123
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED       13     14     14
  SERPINB3 WILD-TYPE     75     88     66
D18V9, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               13                 75
  CLUS_2               14                 88
  CLUS_3               14                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SERPINB3 MUTATED        3     17     13      8
  SERPINB3 WILD-TYPE     22     95     71     41
D18V10, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1                3                 22
  CLUS_2               17                 95
  CLUS_3               13                 71
  CLUS_4                8                 41

Clustering(19) Variable = TSHB MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        1      0      4
  TSHB WILD-TYPE    103     76     95
D19V1, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1            103
  CLUS_2            0             76
  CLUS_3            4             95
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        0      2      3
  TSHB WILD-TYPE     71     98    105
D19V2, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             71
  CLUS_2            2             98
  CLUS_3            3            105
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TSHB MUTATED        1      0      1      1
  TSHB WILD-TYPE     46     57     26     37
D19V3, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             46
  CLUS_2            0             57
  CLUS_3            1             26
  CLUS_4            1             37
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        2      1      0
  TSHB WILD-TYPE     65     58     43
D19V4, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            2             65
  CLUS_2            1             58
  CLUS_3            0             43
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        0      2      3
  TSHB WILD-TYPE     93     77    104
D19V5, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             93
  CLUS_2            2             77
  CLUS_3            3            104
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        0      4      1
  TSHB WILD-TYPE     73    118     83
D19V6, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             73
  CLUS_2            4            118
  CLUS_3            1             83
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        1      2      2
  TSHB WILD-TYPE     67    115     83
D19V7, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             67
  CLUS_2            2            115
  CLUS_3            2             83
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TSHB MUTATED        0      0      2      3
  TSHB WILD-TYPE     29     28     68    140
D19V8, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             29
  CLUS_2            0             28
  CLUS_3            2             68
  CLUS_4            3            140
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        1      2      2
  TSHB WILD-TYPE     87    100     78
D19V9, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             87
  CLUS_2            2            100
  CLUS_3            2             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TSHB MUTATED        0      2      2      1
  TSHB WILD-TYPE     25    110     82     48
D19V10, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             25
  CLUS_2            2            110
  CLUS_3            2             82
  CLUS_4            1             48

Clustering(20) Variable = NDUFB9 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        3      3      2
  NDUFB9 WILD-TYPE    101     73     97
D20V1, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              3              101
  CLUS_2              3               73
  CLUS_3              2               97
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        3      4      1
  NDUFB9 WILD-TYPE     68     96    107
D20V2, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              3               68
  CLUS_2              4               96
  CLUS_3              1              107
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NDUFB9 MUTATED        0      4      1      0
  NDUFB9 WILD-TYPE     47     53     26     38
D20V3, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              0               47
  CLUS_2              4               53
  CLUS_3              1               26
  CLUS_4              0               38
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        3      2      0
  NDUFB9 WILD-TYPE     64     57     43
D20V4, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              3               64
  CLUS_2              2               57
  CLUS_3              0               43
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        6      0      2
  NDUFB9 WILD-TYPE     87     79    105
D20V5, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              6               87
  CLUS_2              0               79
  CLUS_3              2              105
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        5      2      1
  NDUFB9 WILD-TYPE     68    120     83
D20V6, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              5               68
  CLUS_2              2              120
  CLUS_3              1               83
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        4      3      1
  NDUFB9 WILD-TYPE     64    114     84
D20V7, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              4               64
  CLUS_2              3              114
  CLUS_3              1               84
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NDUFB9 MUTATED        2      0      2      4
  NDUFB9 WILD-TYPE     27     28     68    139
D20V8, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              2               27
  CLUS_2              0               28
  CLUS_3              2               68
  CLUS_4              4              139
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        5      2      1
  NDUFB9 WILD-TYPE     83    100     79
D20V9, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              5               83
  CLUS_2              2              100
  CLUS_3              1               79
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NDUFB9 MUTATED        2      3      2      1
  NDUFB9 WILD-TYPE     23    109     82     48
D20V10, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              3              109
  CLUS_3              2               82
  CLUS_4              1               48

Clustering(21) Variable = MS4A2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        3      1      9
  MS4A2 WILD-TYPE    101     75     90
D21V1, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             3             101
  CLUS_2             1              75
  CLUS_3             9              90
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        2      5      6
  MS4A2 WILD-TYPE     69     95    102
D21V2, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             2              69
  CLUS_2             5              95
  CLUS_3             6             102
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MS4A2 MUTATED        3      3      1      2
  MS4A2 WILD-TYPE     44     54     26     36
D21V3, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             3              44
  CLUS_2             3              54
  CLUS_3             1              26
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        4      3      2
  MS4A2 WILD-TYPE     63     56     41
D21V4, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             4              63
  CLUS_2             3              56
  CLUS_3             2              41
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        3      4      6
  MS4A2 WILD-TYPE     90     75    101
D21V5, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             3              90
  CLUS_2             4              75
  CLUS_3             6             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        4      7      2
  MS4A2 WILD-TYPE     69    115     82
D21V6, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             4              69
  CLUS_2             7             115
  CLUS_3             2              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        2      6      5
  MS4A2 WILD-TYPE     66    111     80
D21V7, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             2              66
  CLUS_2             6             111
  CLUS_3             5              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MS4A2 MUTATED        0      1      5      7
  MS4A2 WILD-TYPE     29     27     65    136
D21V8, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             0              29
  CLUS_2             1              27
  CLUS_3             5              65
  CLUS_4             7             136
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        4      5      4
  MS4A2 WILD-TYPE     84     97     76
D21V9, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             4              84
  CLUS_2             5              97
  CLUS_3             4              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MS4A2 MUTATED        0      6      5      2
  MS4A2 WILD-TYPE     25    106     79     47
D21V10, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             6             106
  CLUS_3             5              79
  CLUS_4             2              47

Clustering(22) Variable = RPS27 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED       12      4      8
  RPS27 WILD-TYPE     92     72     91
D22V1, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1            12              92
  CLUS_2             4              72
  CLUS_3             8              91
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED        6      9      9
  RPS27 WILD-TYPE     65     91     99
D22V2, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             6              65
  CLUS_2             9              91
  CLUS_3             9              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPS27 MUTATED        5      6      2      4
  RPS27 WILD-TYPE     42     51     25     34
D22V3, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             5              42
  CLUS_2             6              51
  CLUS_3             2              25
  CLUS_4             4              34
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED        6      7      4
  RPS27 WILD-TYPE     61     52     39
D22V4, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             6              61
  CLUS_2             7              52
  CLUS_3             4              39
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED        7      8      9
  RPS27 WILD-TYPE     86     71     98
D22V5, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             7              86
  CLUS_2             8              71
  CLUS_3             9              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED        5     12      7
  RPS27 WILD-TYPE     68    110     77
D22V6, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             5              68
  CLUS_2            12             110
  CLUS_3             7              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED        7     10      6
  RPS27 WILD-TYPE     61    107     79
D22V7, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             7              61
  CLUS_2            10             107
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPS27 MUTATED        2      3      5     13
  RPS27 WILD-TYPE     27     25     65    130
D22V8, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             2              27
  CLUS_2             3              25
  CLUS_3             5              65
  CLUS_4            13             130
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED        8     10      5
  RPS27 WILD-TYPE     80     92     75
D22V9, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             8              80
  CLUS_2            10              92
  CLUS_3             5              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPS27 MUTATED        1     12      8      2
  RPS27 WILD-TYPE     24    100     76     47
D22V10, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             1              24
  CLUS_2            12             100
  CLUS_3             8              76
  CLUS_4             2              47

Clustering(23) Variable = PPIAL4G MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        9      2      4
  PPIAL4G WILD-TYPE     95     74     95
D23V1, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               9                95
  CLUS_2               2                74
  CLUS_3               4                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        5      5      5
  PPIAL4G WILD-TYPE     66     95    103
D23V2, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               5                66
  CLUS_2               5                95
  CLUS_3               5               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PPIAL4G MUTATED        3      3      1      2
  PPIAL4G WILD-TYPE     44     54     26     36
D23V3, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               3                44
  CLUS_2               3                54
  CLUS_3               1                26
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        4      2      3
  PPIAL4G WILD-TYPE     63     57     40
D23V4, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               4                63
  CLUS_2               2                57
  CLUS_3               3                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        5      2      8
  PPIAL4G WILD-TYPE     88     77     99
D23V5, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               5                88
  CLUS_2               2                77
  CLUS_3               8                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        5      3      7
  PPIAL4G WILD-TYPE     68    119     77
D23V6, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               5                68
  CLUS_2               3               119
  CLUS_3               7                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        3      6      5
  PPIAL4G WILD-TYPE     65    111     80
D23V7, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               3                65
  CLUS_2               6               111
  CLUS_3               5                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PPIAL4G MUTATED        0      0      5      9
  PPIAL4G WILD-TYPE     29     28     65    134
D23V8, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               0                29
  CLUS_2               0                28
  CLUS_3               5                65
  CLUS_4               9               134
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        2      8      4
  PPIAL4G WILD-TYPE     86     94     76
D23V9, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               2                86
  CLUS_2               8                94
  CLUS_3               4                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PPIAL4G MUTATED        0      8      5      1
  PPIAL4G WILD-TYPE     25    104     79     48
D23V10, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               0                25
  CLUS_2               8               104
  CLUS_3               5                79
  CLUS_4               1                48

Clustering(24) Variable = LUZP2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED       11      7      9
  LUZP2 WILD-TYPE     93     69     90
D24V1, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1            11              93
  CLUS_2             7              69
  CLUS_3             9              90
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED        5     15      7
  LUZP2 WILD-TYPE     66     85    101
D24V2, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             5              66
  CLUS_2            15              85
  CLUS_3             7             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LUZP2 MUTATED        4      6      3      3
  LUZP2 WILD-TYPE     43     51     24     35
D24V3, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             4              43
  CLUS_2             6              51
  CLUS_3             3              24
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED        4      9      3
  LUZP2 WILD-TYPE     63     50     40
D24V4, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             4              63
  CLUS_2             9              50
  CLUS_3             3              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED        8      4     15
  LUZP2 WILD-TYPE     85     75     92
D24V5, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             8              85
  CLUS_2             4              75
  CLUS_3            15              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED        5     13      9
  LUZP2 WILD-TYPE     68    109     75
D24V6, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             5              68
  CLUS_2            13             109
  CLUS_3             9              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED        3     12     11
  LUZP2 WILD-TYPE     65    105     74
D24V7, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             3              65
  CLUS_2            12             105
  CLUS_3            11              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LUZP2 MUTATED        1      0     10     15
  LUZP2 WILD-TYPE     28     28     60    128
D24V8, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             1              28
  CLUS_2             0              28
  CLUS_3            10              60
  CLUS_4            15             128
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED        5     11     10
  LUZP2 WILD-TYPE     83     91     70
D24V9, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             5              83
  CLUS_2            11              91
  CLUS_3            10              70
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LUZP2 MUTATED        1     11     10      4
  LUZP2 WILD-TYPE     24    101     74     45
D24V10, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             1              24
  CLUS_2            11             101
  CLUS_3            10              74
  CLUS_4             4              45

Clustering(25) Variable = FAM113B MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        9      7     12
  FAM113B WILD-TYPE     95     69     87
D25V1, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               9                95
  CLUS_2               7                69
  CLUS_3              12                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        6      8     14
  FAM113B WILD-TYPE     65     92     94
D25V2, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               6                65
  CLUS_2               8                92
  CLUS_3              14                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM113B MUTATED        2     10      3      2
  FAM113B WILD-TYPE     45     47     24     36
D25V3, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               2                45
  CLUS_2              10                47
  CLUS_3               3                24
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        7      8      2
  FAM113B WILD-TYPE     60     51     41
D25V4, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               7                60
  CLUS_2               8                51
  CLUS_3               2                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        7      9     12
  FAM113B WILD-TYPE     86     70     95
D25V5, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               7                86
  CLUS_2               9                70
  CLUS_3              12                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        5     17      6
  FAM113B WILD-TYPE     68    105     78
D25V6, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               5                68
  CLUS_2              17               105
  CLUS_3               6                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        8     14      4
  FAM113B WILD-TYPE     60    103     81
D25V7, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               8                60
  CLUS_2              14               103
  CLUS_3               4                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM113B MUTATED        1      0      6     19
  FAM113B WILD-TYPE     28     28     64    124
D25V8, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               1                28
  CLUS_2               0                28
  CLUS_3               6                64
  CLUS_4              19               124
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        8     14      4
  FAM113B WILD-TYPE     80     88     76
D25V9, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               8                80
  CLUS_2              14                88
  CLUS_3               4                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM113B MUTATED        1     17      6      2
  FAM113B WILD-TYPE     24     95     78     47
D25V10, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               1                24
  CLUS_2              17                95
  CLUS_3               6                78
  CLUS_4               2                47

Clustering(26) Variable = IDH1 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        6      3      7
  IDH1 WILD-TYPE     98     73     92
D26V1, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            6             98
  CLUS_2            3             73
  CLUS_3            7             92
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        2      9      5
  IDH1 WILD-TYPE     69     91    103
D26V2, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2             69
  CLUS_2            9             91
  CLUS_3            5            103
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IDH1 MUTATED        0      4      1      4
  IDH1 WILD-TYPE     47     53     26     34
D26V3, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            0             47
  CLUS_2            4             53
  CLUS_3            1             26
  CLUS_4            4             34
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        1      6      2
  IDH1 WILD-TYPE     66     53     41
D26V4, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            1             66
  CLUS_2            6             53
  CLUS_3            2             41
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        2      6      8
  IDH1 WILD-TYPE     91     73     99
D26V5, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2             91
  CLUS_2            6             73
  CLUS_3            8             99
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        2      7      7
  IDH1 WILD-TYPE     71    115     77
D26V6, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2             71
  CLUS_2            7            115
  CLUS_3            7             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        3     10      2
  IDH1 WILD-TYPE     65    107     83
D26V7, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             65
  CLUS_2           10            107
  CLUS_3            2             83
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IDH1 MUTATED        3      1      1     10
  IDH1 WILD-TYPE     26     27     69    133
D26V8, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             26
  CLUS_2            1             27
  CLUS_3            1             69
  CLUS_4           10            133
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        3      9      3
  IDH1 WILD-TYPE     85     93     77
D26V9, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             85
  CLUS_2            9             93
  CLUS_3            3             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IDH1 MUTATED        3      8      2      2
  IDH1 WILD-TYPE     22    104     82     47
D26V10, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             22
  CLUS_2            8            104
  CLUS_3            2             82
  CLUS_4            2             47

Clustering(27) Variable = OR51S1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED        8      8     14
  OR51S1 WILD-TYPE     96     68     85
D27V1, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              8               96
  CLUS_2              8               68
  CLUS_3             14               85
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED        6     12     12
  OR51S1 WILD-TYPE     65     88     96
D27V2, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              6               65
  CLUS_2             12               88
  CLUS_3             12               96
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR51S1 MUTATED        3      9      3      4
  OR51S1 WILD-TYPE     44     48     24     34
D27V3, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              3               44
  CLUS_2              9               48
  CLUS_3              3               24
  CLUS_4              4               34
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED       11      6      2
  OR51S1 WILD-TYPE     56     53     41
D27V4, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1             11               56
  CLUS_2              6               53
  CLUS_3              2               41
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED       10     10     10
  OR51S1 WILD-TYPE     83     69     97
D27V5, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1             10               83
  CLUS_2             10               69
  CLUS_3             10               97
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED        7     15      8
  OR51S1 WILD-TYPE     66    107     76
D27V6, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              7               66
  CLUS_2             15              107
  CLUS_3              8               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED        6     15      8
  OR51S1 WILD-TYPE     62    102     77
D27V7, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              6               62
  CLUS_2             15              102
  CLUS_3              8               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR51S1 MUTATED        1      1      8     19
  OR51S1 WILD-TYPE     28     27     62    124
D27V8, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              1               28
  CLUS_2              1               27
  CLUS_3              8               62
  CLUS_4             19              124
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED        8     15      6
  OR51S1 WILD-TYPE     80     87     74
D27V9, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              8               80
  CLUS_2             15               87
  CLUS_3              6               74
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR51S1 MUTATED        1     18      9      1
  OR51S1 WILD-TYPE     24     94     75     48
D27V10, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              1               24
  CLUS_2             18               94
  CLUS_3              9               75
  CLUS_4              1               48

Clustering(28) Variable = CYP4X1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        8      3     10
  CYP4X1 WILD-TYPE     96     73     89
D28V1, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              8               96
  CLUS_2              3               73
  CLUS_3             10               89
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        3      8     10
  CYP4X1 WILD-TYPE     68     92     98
D28V2, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              3               68
  CLUS_2              8               92
  CLUS_3             10               98
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP4X1 MUTATED        3      5      2      4
  CYP4X1 WILD-TYPE     44     52     25     34
D28V3, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              3               44
  CLUS_2              5               52
  CLUS_3              2               25
  CLUS_4              4               34
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        3      7      4
  CYP4X1 WILD-TYPE     64     52     39
D28V4, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              3               64
  CLUS_2              7               52
  CLUS_3              4               39
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        5      4     12
  CYP4X1 WILD-TYPE     88     75     95
D28V5, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              5               88
  CLUS_2              4               75
  CLUS_3             12               95
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        5      9      7
  CYP4X1 WILD-TYPE     68    113     77
D28V6, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              5               68
  CLUS_2              9              113
  CLUS_3              7               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        5     11      5
  CYP4X1 WILD-TYPE     63    106     80
D28V7, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              5               63
  CLUS_2             11              106
  CLUS_3              5               80
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP4X1 MUTATED        3      0      6     12
  CYP4X1 WILD-TYPE     26     28     64    131
D28V8, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              3               26
  CLUS_2              0               28
  CLUS_3              6               64
  CLUS_4             12              131
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        5     11      5
  CYP4X1 WILD-TYPE     83     91     75
D28V9, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              5               83
  CLUS_2             11               91
  CLUS_3              5               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP4X1 MUTATED        3     10      6      2
  CYP4X1 WILD-TYPE     22    102     78     47
D28V10, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              3               22
  CLUS_2             10              102
  CLUS_3              6               78
  CLUS_4              2               47

Clustering(29) Variable = ARMC4 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED       23     10     21
  ARMC4 WILD-TYPE     81     66     78
D29V1, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1            23              81
  CLUS_2            10              66
  CLUS_3            21              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED       13     23     18
  ARMC4 WILD-TYPE     58     77     90
D29V2, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1            13              58
  CLUS_2            23              77
  CLUS_3            18              90
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ARMC4 MUTATED        8      9      2     12
  ARMC4 WILD-TYPE     39     48     25     26
D29V3, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1             8              39
  CLUS_2             9              48
  CLUS_3             2              25
  CLUS_4            12              26
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED       13     13      5
  ARMC4 WILD-TYPE     54     46     38
D29V4, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1            13              54
  CLUS_2            13              46
  CLUS_3             5              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED       13     21     20
  ARMC4 WILD-TYPE     80     58     87
D29V5, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1            13              80
  CLUS_2            21              58
  CLUS_3            20              87
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED       10     29     15
  ARMC4 WILD-TYPE     63     93     69
D29V6, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1            10              63
  CLUS_2            29              93
  CLUS_3            15              69
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED       12     25     15
  ARMC4 WILD-TYPE     56     92     70
D29V7, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1            12              56
  CLUS_2            25              92
  CLUS_3            15              70
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ARMC4 MUTATED        6      2     12     32
  ARMC4 WILD-TYPE     23     26     58    111
D29V8, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1             6              23
  CLUS_2             2              26
  CLUS_3            12              58
  CLUS_4            32             111
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED       15     25     12
  ARMC4 WILD-TYPE     73     77     68
D29V9, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1            15              73
  CLUS_2            25              77
  CLUS_3            12              68
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ARMC4 MUTATED        5     28     12      7
  ARMC4 WILD-TYPE     20     84     72     42
D29V10, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1             5              20
  CLUS_2            28              84
  CLUS_3            12              72
  CLUS_4             7              42

Clustering(30) Variable = TUBAL3 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        6      0      4
  TUBAL3 WILD-TYPE     98     76     95
D30V1, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              6               98
  CLUS_2              0               76
  CLUS_3              4               95
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        2      2      6
  TUBAL3 WILD-TYPE     69     98    102
D30V2, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              2               69
  CLUS_2              2               98
  CLUS_3              6              102
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TUBAL3 MUTATED        3      1      1      3
  TUBAL3 WILD-TYPE     44     56     26     35
D30V3, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              3               44
  CLUS_2              1               56
  CLUS_3              1               26
  CLUS_4              3               35
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        1      4      3
  TUBAL3 WILD-TYPE     66     55     40
D30V4, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              1               66
  CLUS_2              4               55
  CLUS_3              3               40
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        3      4      3
  TUBAL3 WILD-TYPE     90     75    104
D30V5, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              3               90
  CLUS_2              4               75
  CLUS_3              3              104
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        2      6      2
  TUBAL3 WILD-TYPE     71    116     82
D30V6, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              2               71
  CLUS_2              6              116
  CLUS_3              2               82
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        3      3      4
  TUBAL3 WILD-TYPE     65    114     81
D30V7, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              3               65
  CLUS_2              3              114
  CLUS_3              4               81
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TUBAL3 MUTATED        0      2      4      4
  TUBAL3 WILD-TYPE     29     26     66    139
D30V8, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              0               29
  CLUS_2              2               26
  CLUS_3              4               66
  CLUS_4              4              139
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        4      4      2
  TUBAL3 WILD-TYPE     84     98     78
D30V9, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              4               84
  CLUS_2              4               98
  CLUS_3              2               78
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TUBAL3 MUTATED        0      4      4      2
  TUBAL3 WILD-TYPE     25    108     80     47
D30V10, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              0               25
  CLUS_2              4              108
  CLUS_3              4               80
  CLUS_4              2               47

Clustering(31) Variable = NMNAT3 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        6      3      2
  NMNAT3 WILD-TYPE     98     73     97
D31V1, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              6               98
  CLUS_2              3               73
  CLUS_3              2               97
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        1      7      3
  NMNAT3 WILD-TYPE     70     93    105
D31V2, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              1               70
  CLUS_2              7               93
  CLUS_3              3              105
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NMNAT3 MUTATED        2      2      0      2
  NMNAT3 WILD-TYPE     45     55     27     36
D31V3, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2               45
  CLUS_2              2               55
  CLUS_3              0               27
  CLUS_4              2               36
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        3      2      1
  NMNAT3 WILD-TYPE     64     57     42
D31V4, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              3               64
  CLUS_2              2               57
  CLUS_3              1               42
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        4      1      6
  NMNAT3 WILD-TYPE     89     78    101
D31V5, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              4               89
  CLUS_2              1               78
  CLUS_3              6              101
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        3      6      2
  NMNAT3 WILD-TYPE     70    116     82
D31V6, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              3               70
  CLUS_2              6              116
  CLUS_3              2               82
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        3      4      4
  NMNAT3 WILD-TYPE     65    113     81
D31V7, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              3               65
  CLUS_2              4              113
  CLUS_3              4               81
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NMNAT3 MUTATED        2      0      5      4
  NMNAT3 WILD-TYPE     27     28     65    139
D31V8, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2               27
  CLUS_2              0               28
  CLUS_3              5               65
  CLUS_4              4              139
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        3      4      4
  NMNAT3 WILD-TYPE     85     98     76
D31V9, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              3               85
  CLUS_2              4               98
  CLUS_3              4               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NMNAT3 MUTATED        2      4      5      0
  NMNAT3 WILD-TYPE     23    108     79     49
D31V10, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              4              108
  CLUS_3              5               79
  CLUS_4              0               49

Clustering(32) Variable = AOAH MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED       13      5      9
  AOAH WILD-TYPE     91     71     90
D32V1, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1           13             91
  CLUS_2            5             71
  CLUS_3            9             90
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED        9      7     11
  AOAH WILD-TYPE     62     93     97
D32V2, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            9             62
  CLUS_2            7             93
  CLUS_3           11             97
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  AOAH MUTATED        3      6      1      6
  AOAH WILD-TYPE     44     51     26     32
D32V3, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            3             44
  CLUS_2            6             51
  CLUS_3            1             26
  CLUS_4            6             32
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED        5      7      4
  AOAH WILD-TYPE     62     52     39
D32V4, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            5             62
  CLUS_2            7             52
  CLUS_3            4             39
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED        6      8     13
  AOAH WILD-TYPE     87     71     94
D32V5, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            6             87
  CLUS_2            8             71
  CLUS_3           13             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED        4     11     12
  AOAH WILD-TYPE     69    111     72
D32V6, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            4             69
  CLUS_2           11            111
  CLUS_3           12             72
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED        6     12      8
  AOAH WILD-TYPE     62    105     77
D32V7, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            6             62
  CLUS_2           12            105
  CLUS_3            8             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  AOAH MUTATED        1      3      4     18
  AOAH WILD-TYPE     28     25     66    125
D32V8, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            1             28
  CLUS_2            3             25
  CLUS_3            4             66
  CLUS_4           18            125
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED        6     14      6
  AOAH WILD-TYPE     82     88     74
D32V9, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            6             82
  CLUS_2           14             88
  CLUS_3            6             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  AOAH MUTATED        1     16      6      3
  AOAH WILD-TYPE     24     96     78     46
D32V10, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            1             24
  CLUS_2           16             96
  CLUS_3            6             78
  CLUS_4            3             46

Clustering(33) Variable = THEMIS MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED       14      6     14
  THEMIS WILD-TYPE     90     70     85
D33V1, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1             14               90
  CLUS_2              6               70
  CLUS_3             14               85
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED        6     19      9
  THEMIS WILD-TYPE     65     81     99
D33V2, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              6               65
  CLUS_2             19               81
  CLUS_3              9               99
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  THEMIS MUTATED        6      7      1      6
  THEMIS WILD-TYPE     41     50     26     32
D33V3, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              6               41
  CLUS_2              7               50
  CLUS_3              1               26
  CLUS_4              6               32
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED        9      7      4
  THEMIS WILD-TYPE     58     52     39
D33V4, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              9               58
  CLUS_2              7               52
  CLUS_3              4               39
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED        9     11     14
  THEMIS WILD-TYPE     84     68     93
D33V5, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              9               84
  CLUS_2             11               68
  CLUS_3             14               93
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED        6     18     10
  THEMIS WILD-TYPE     67    104     74
D33V6, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              6               67
  CLUS_2             18              104
  CLUS_3             10               74
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED        5     16     10
  THEMIS WILD-TYPE     63    101     75
D33V7, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              5               63
  CLUS_2             16              101
  CLUS_3             10               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  THEMIS MUTATED        1      1     10     19
  THEMIS WILD-TYPE     28     27     60    124
D33V8, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              1               28
  CLUS_2              1               27
  CLUS_3             10               60
  CLUS_4             19              124
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED        9     14      8
  THEMIS WILD-TYPE     79     88     72
D33V9, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              9               79
  CLUS_2             14               88
  CLUS_3              8               72
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  THEMIS MUTATED        1     18     10      2
  THEMIS WILD-TYPE     24     94     74     47
D33V10, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              1               24
  CLUS_2             18               94
  CLUS_3             10               74
  CLUS_4              2               47

Clustering(34) Variable = CYP4Z1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED       13      6      8
  CYP4Z1 WILD-TYPE     91     70     91
D34V1, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1             13               91
  CLUS_2              6               70
  CLUS_3              8               91
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED        8     13      6
  CYP4Z1 WILD-TYPE     63     87    102
D34V2, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              8               63
  CLUS_2             13               87
  CLUS_3              6              102
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP4Z1 MUTATED        1     10      1      6
  CYP4Z1 WILD-TYPE     46     47     26     32
D34V3, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              1               46
  CLUS_2             10               47
  CLUS_3              1               26
  CLUS_4              6               32
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED       10      4      4
  CYP4Z1 WILD-TYPE     57     55     39
D34V4, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1             10               57
  CLUS_2              4               55
  CLUS_3              4               39
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED       11      6     10
  CYP4Z1 WILD-TYPE     82     73     97
D34V5, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1             11               82
  CLUS_2              6               73
  CLUS_3             10               97
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED        9     13      5
  CYP4Z1 WILD-TYPE     64    109     79
D34V6, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              9               64
  CLUS_2             13              109
  CLUS_3              5               79
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED        6     13      6
  CYP4Z1 WILD-TYPE     62    104     79
D34V7, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              6               62
  CLUS_2             13              104
  CLUS_3              6               79
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP4Z1 MUTATED        3      3      5     14
  CYP4Z1 WILD-TYPE     26     25     65    129
D34V8, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              3               26
  CLUS_2              3               25
  CLUS_3              5               65
  CLUS_4             14              129
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED        6     12      7
  CYP4Z1 WILD-TYPE     82     90     73
D34V9, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              6               82
  CLUS_2             12               90
  CLUS_3              7               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP4Z1 MUTATED        3     12      5      5
  CYP4Z1 WILD-TYPE     22    100     79     44
D34V10, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              3               22
  CLUS_2             12              100
  CLUS_3              5               79
  CLUS_4              5               44

Clustering(35) Variable = CTAGE6P MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        2      2      3
  CTAGE6P WILD-TYPE    102     74     96
D35V1, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               2               102
  CLUS_2               2                74
  CLUS_3               3                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        1      3      3
  CTAGE6P WILD-TYPE     70     97    105
D35V2, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               1                70
  CLUS_2               3                97
  CLUS_3               3               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CTAGE6P MUTATED        0      0      0      3
  CTAGE6P WILD-TYPE     47     57     27     35
D35V3, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               0                47
  CLUS_2               0                57
  CLUS_3               0                27
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        0      3      0
  CTAGE6P WILD-TYPE     67     56     43
D35V4, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               0                67
  CLUS_2               3                56
  CLUS_3               0                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        1      4      2
  CTAGE6P WILD-TYPE     92     75    105
D35V5, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               1                92
  CLUS_2               4                75
  CLUS_3               2               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        1      5      1
  CTAGE6P WILD-TYPE     72    117     83
D35V6, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               1                72
  CLUS_2               5               117
  CLUS_3               1                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        2      2      2
  CTAGE6P WILD-TYPE     66    115     83
D35V7, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               2                66
  CLUS_2               2               115
  CLUS_3               2                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CTAGE6P MUTATED        0      0      4      2
  CTAGE6P WILD-TYPE     29     28     66    141
D35V8, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               0                29
  CLUS_2               0                28
  CLUS_3               4                66
  CLUS_4               2               141
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        2      2      2
  CTAGE6P WILD-TYPE     86    100     78
D35V9, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               2                86
  CLUS_2               2               100
  CLUS_3               2                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CTAGE6P MUTATED        0      2      4      0
  CTAGE6P WILD-TYPE     25    110     80     49
D35V10, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               0                25
  CLUS_2               2               110
  CLUS_3               4                80
  CLUS_4               0                49

Clustering(36) Variable = TC2N MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        7      5      8
  TC2N WILD-TYPE     97     71     91
D36V1, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            7             97
  CLUS_2            5             71
  CLUS_3            8             91
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        5     10      5
  TC2N WILD-TYPE     66     90    103
D36V2, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            5             66
  CLUS_2           10             90
  CLUS_3            5            103
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TC2N MUTATED        2      5      1      4
  TC2N WILD-TYPE     45     52     26     34
D36V3, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            2             45
  CLUS_2            5             52
  CLUS_3            1             26
  CLUS_4            4             34
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        5      6      1
  TC2N WILD-TYPE     62     53     42
D36V4, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            5             62
  CLUS_2            6             53
  CLUS_3            1             42
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        7      4      9
  TC2N WILD-TYPE     86     75     98
D36V5, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            7             86
  CLUS_2            4             75
  CLUS_3            9             98
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        5     10      5
  TC2N WILD-TYPE     68    112     79
D36V6, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            5             68
  CLUS_2           10            112
  CLUS_3            5             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        5     11      4
  TC2N WILD-TYPE     63    106     81
D36V7, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            5             63
  CLUS_2           11            106
  CLUS_3            4             81
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TC2N MUTATED        2      3      4     11
  TC2N WILD-TYPE     27     25     66    132
D36V8, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            2             27
  CLUS_2            3             25
  CLUS_3            4             66
  CLUS_4           11            132
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        5     11      4
  TC2N WILD-TYPE     83     91     76
D36V9, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            5             83
  CLUS_2           11             91
  CLUS_3            4             76
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TC2N MUTATED        2     10      5      3
  TC2N WILD-TYPE     23    102     79     46
D36V10, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            2             23
  CLUS_2           10            102
  CLUS_3            5             79
  CLUS_4            3             46

Clustering(37) Variable = MPP7 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED       12      5     13
  MPP7 WILD-TYPE     92     71     86
D37V1, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1           12             92
  CLUS_2            5             71
  CLUS_3           13             86
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED        5     15     10
  MPP7 WILD-TYPE     66     85     98
D37V2, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            5             66
  CLUS_2           15             85
  CLUS_3           10             98
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MPP7 MUTATED        4     10      1      5
  MPP7 WILD-TYPE     43     47     26     33
D37V3, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            4             43
  CLUS_2           10             47
  CLUS_3            1             26
  CLUS_4            5             33
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED        6     10      4
  MPP7 WILD-TYPE     61     49     39
D37V4, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            6             61
  CLUS_2           10             49
  CLUS_3            4             39
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED        7      8     15
  MPP7 WILD-TYPE     86     71     92
D37V5, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            7             86
  CLUS_2            8             71
  CLUS_3           15             92
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED        5     14     11
  MPP7 WILD-TYPE     68    108     73
D37V6, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            5             68
  CLUS_2           14            108
  CLUS_3           11             73
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED        8     14      7
  MPP7 WILD-TYPE     60    103     78
D37V7, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            8             60
  CLUS_2           14            103
  CLUS_3            7             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MPP7 MUTATED        3      1     10     15
  MPP7 WILD-TYPE     26     27     60    128
D37V8, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            3             26
  CLUS_2            1             27
  CLUS_3           10             60
  CLUS_4           15            128
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED        8     13      8
  MPP7 WILD-TYPE     80     89     72
D37V9, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            8             80
  CLUS_2           13             89
  CLUS_3            8             72
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MPP7 MUTATED        3     13     10      3
  MPP7 WILD-TYPE     22     99     74     46
D37V10, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            3             22
  CLUS_2           13             99
  CLUS_3           10             74
  CLUS_4            3             46

Clustering(38) Variable = C1QTNF9 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        6      2      8
  C1QTNF9 WILD-TYPE     98     74     91
D38V1, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               6                98
  CLUS_2               2                74
  CLUS_3               8                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        2      6      8
  C1QTNF9 WILD-TYPE     69     94    100
D38V2, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               2                69
  CLUS_2               6                94
  CLUS_3               8               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C1QTNF9 MUTATED        2      5      2      1
  C1QTNF9 WILD-TYPE     45     52     25     37
D38V3, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               2                45
  CLUS_2               5                52
  CLUS_3               2                25
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        3      4      3
  C1QTNF9 WILD-TYPE     64     55     40
D38V4, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               3                64
  CLUS_2               4                55
  CLUS_3               3                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        5      4      7
  C1QTNF9 WILD-TYPE     88     75    100
D38V5, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               5                88
  CLUS_2               4                75
  CLUS_3               7               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        3      8      5
  C1QTNF9 WILD-TYPE     70    114     79
D38V6, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               3                70
  CLUS_2               8               114
  CLUS_3               5                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        3      4      8
  C1QTNF9 WILD-TYPE     65    113     77
D38V7, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               3                65
  CLUS_2               4               113
  CLUS_3               8                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C1QTNF9 MUTATED        0      2      6      7
  C1QTNF9 WILD-TYPE     29     26     64    136
D38V8, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               0                29
  CLUS_2               2                26
  CLUS_3               6                64
  CLUS_4               7               136
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        5      4      6
  C1QTNF9 WILD-TYPE     83     98     74
D38V9, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               5                83
  CLUS_2               4                98
  CLUS_3               6                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C1QTNF9 MUTATED        0      5      9      1
  C1QTNF9 WILD-TYPE     25    107     75     48
D38V10, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               0                25
  CLUS_2               5               107
  CLUS_3               9                75
  CLUS_4               1                48

Clustering(39) Variable = CAPZA3 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED        8      7     11
  CAPZA3 WILD-TYPE     96     69     88
D39V1, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              8               96
  CLUS_2              7               69
  CLUS_3             11               88
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED        4     13      9
  CAPZA3 WILD-TYPE     67     87     99
D39V2, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              4               67
  CLUS_2             13               87
  CLUS_3              9               99
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CAPZA3 MUTATED        2      4      2      4
  CAPZA3 WILD-TYPE     45     53     25     34
D39V3, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              2               45
  CLUS_2              4               53
  CLUS_3              2               25
  CLUS_4              4               34
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED        6      3      3
  CAPZA3 WILD-TYPE     61     56     40
D39V4, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              6               61
  CLUS_2              3               56
  CLUS_3              3               40
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED        8      7     11
  CAPZA3 WILD-TYPE     85     72     96
D39V5, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              8               85
  CLUS_2              7               72
  CLUS_3             11               96
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED        6     15      5
  CAPZA3 WILD-TYPE     67    107     79
D39V6, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              6               67
  CLUS_2             15              107
  CLUS_3              5               79
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED        7     10      7
  CAPZA3 WILD-TYPE     61    107     78
D39V7, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              7               61
  CLUS_2             10              107
  CLUS_3              7               78
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CAPZA3 MUTATED        3      2      5     14
  CAPZA3 WILD-TYPE     26     26     65    129
D39V8, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              3               26
  CLUS_2              2               26
  CLUS_3              5               65
  CLUS_4             14              129
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED       10      8      6
  CAPZA3 WILD-TYPE     78     94     74
D39V9, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1             10               78
  CLUS_2              8               94
  CLUS_3              6               74
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CAPZA3 MUTATED        3     12      5      4
  CAPZA3 WILD-TYPE     22    100     79     45
D39V10, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              3               22
  CLUS_2             12              100
  CLUS_3              5               79
  CLUS_4              4               45

Clustering(40) Variable = ITGA4 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED       11      8     17
  ITGA4 WILD-TYPE     93     68     82
D40V1, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1            11              93
  CLUS_2             8              68
  CLUS_3            17              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED        3     19     14
  ITGA4 WILD-TYPE     68     81     94
D40V2, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             3              68
  CLUS_2            19              81
  CLUS_3            14              94
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ITGA4 MUTATED        7      6      2      6
  ITGA4 WILD-TYPE     40     51     25     32
D40V3, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             7              40
  CLUS_2             6              51
  CLUS_3             2              25
  CLUS_4             6              32
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED        8      8      5
  ITGA4 WILD-TYPE     59     51     38
D40V4, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             8              59
  CLUS_2             8              51
  CLUS_3             5              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED       10     15     11
  ITGA4 WILD-TYPE     83     64     96
D40V5, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1            10              83
  CLUS_2            15              64
  CLUS_3            11              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED        7     19     10
  ITGA4 WILD-TYPE     66    103     74
D40V6, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             7              66
  CLUS_2            19             103
  CLUS_3            10              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED       11     11     12
  ITGA4 WILD-TYPE     57    106     73
D40V7, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1            11              57
  CLUS_2            11             106
  CLUS_3            12              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ITGA4 MUTATED        7      6      7     14
  ITGA4 WILD-TYPE     22     22     63    129
D40V8, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             7              22
  CLUS_2             6              22
  CLUS_3             7              63
  CLUS_4            14             129
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED       11     10     13
  ITGA4 WILD-TYPE     77     92     67
D40V9, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1            11              77
  CLUS_2            10              92
  CLUS_3            13              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ITGA4 MUTATED        5     14     10      5
  ITGA4 WILD-TYPE     20     98     74     44
D40V10, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             5              20
  CLUS_2            14              98
  CLUS_3            10              74
  CLUS_4             5              44

Clustering(41) Variable = ZNF99 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED       15      5     18
  ZNF99 WILD-TYPE     89     71     81
D41V1, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1            15              89
  CLUS_2             5              71
  CLUS_3            18              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED       10     15     13
  ZNF99 WILD-TYPE     61     85     95
D41V2, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1            10              61
  CLUS_2            15              85
  CLUS_3            13              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZNF99 MUTATED        7      6      5      5
  ZNF99 WILD-TYPE     40     51     22     33
D41V3, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1             7              40
  CLUS_2             6              51
  CLUS_3             5              22
  CLUS_4             5              33
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED       11      5      7
  ZNF99 WILD-TYPE     56     54     36
D41V4, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1            11              56
  CLUS_2             5              54
  CLUS_3             7              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED       11      9     18
  ZNF99 WILD-TYPE     82     70     89
D41V5, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1            11              82
  CLUS_2             9              70
  CLUS_3            18              89
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED       12     12     14
  ZNF99 WILD-TYPE     61    110     70
D41V6, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1            12              61
  CLUS_2            12             110
  CLUS_3            14              70
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED       12     16      9
  ZNF99 WILD-TYPE     56    101     76
D41V7, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1            12              56
  CLUS_2            16             101
  CLUS_3             9              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZNF99 MUTATED        2      3      9     23
  ZNF99 WILD-TYPE     27     25     61    120
D41V8, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1             2              27
  CLUS_2             3              25
  CLUS_3             9              61
  CLUS_4            23             120
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED       11     17      9
  ZNF99 WILD-TYPE     77     85     71
D41V9, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1            11              77
  CLUS_2            17              85
  CLUS_3             9              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZNF99 MUTATED        2     23      9      3
  ZNF99 WILD-TYPE     23     89     75     46
D41V10, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1             2              23
  CLUS_2            23              89
  CLUS_3             9              75
  CLUS_4             3              46

Clustering(42) Variable = GPR141 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        6      3      7
  GPR141 WILD-TYPE     98     73     92
D42V1, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              6               98
  CLUS_2              3               73
  CLUS_3              7               92
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        4      4      8
  GPR141 WILD-TYPE     67     96    100
D42V2, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              4               67
  CLUS_2              4               96
  CLUS_3              8              100
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GPR141 MUTATED        7      2      0      1
  GPR141 WILD-TYPE     40     55     27     37
D42V3, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              7               40
  CLUS_2              2               55
  CLUS_3              0               27
  CLUS_4              1               37
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        4      1      5
  GPR141 WILD-TYPE     63     58     38
D42V4, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              4               63
  CLUS_2              1               58
  CLUS_3              5               38
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        4      6      6
  GPR141 WILD-TYPE     89     73    101
D42V5, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              4               89
  CLUS_2              6               73
  CLUS_3              6              101
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        5      7      4
  GPR141 WILD-TYPE     68    115     80
D42V6, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              5               68
  CLUS_2              7              115
  CLUS_3              4               80
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        3      5      8
  GPR141 WILD-TYPE     65    112     77
D42V7, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              3               65
  CLUS_2              5              112
  CLUS_3              8               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GPR141 MUTATED        1      3      5      7
  GPR141 WILD-TYPE     28     25     65    136
D42V8, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              1               28
  CLUS_2              3               25
  CLUS_3              5               65
  CLUS_4              7              136
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        3      4      9
  GPR141 WILD-TYPE     85     98     71
D42V9, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              3               85
  CLUS_2              4               98
  CLUS_3              9               71
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GPR141 MUTATED        1      6      6      3
  GPR141 WILD-TYPE     24    106     78     46
D42V10, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              1               24
  CLUS_2              6              106
  CLUS_3              6               78
  CLUS_4              3               46

Clustering(43) Variable = PROL1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED       11      1     11
  PROL1 WILD-TYPE     93     75     88
D43V1, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1            11              93
  CLUS_2             1              75
  CLUS_3            11              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED        5      6     12
  PROL1 WILD-TYPE     66     94     96
D43V2, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             5              66
  CLUS_2             6              94
  CLUS_3            12              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PROL1 MUTATED        4      5      2      6
  PROL1 WILD-TYPE     43     52     25     32
D43V3, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             4              43
  CLUS_2             5              52
  CLUS_3             2              25
  CLUS_4             6              32
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED        7      8      2
  PROL1 WILD-TYPE     60     51     41
D43V4, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             7              60
  CLUS_2             8              51
  CLUS_3             2              41
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED        6      8      9
  PROL1 WILD-TYPE     87     71     98
D43V5, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             6              87
  CLUS_2             8              71
  CLUS_3             9              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED        4     13      6
  PROL1 WILD-TYPE     69    109     78
D43V6, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             4              69
  CLUS_2            13             109
  CLUS_3             6              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED        9      6      6
  PROL1 WILD-TYPE     59    111     79
D43V7, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             9              59
  CLUS_2             6             111
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PROL1 MUTATED        4      0      7     10
  PROL1 WILD-TYPE     25     28     63    133
D43V8, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             4              25
  CLUS_2             0              28
  CLUS_3             7              63
  CLUS_4            10             133
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED        9      8      4
  PROL1 WILD-TYPE     79     94     76
D43V9, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             9              79
  CLUS_2             8              94
  CLUS_3             4              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PROL1 MUTATED        3      9      7      2
  PROL1 WILD-TYPE     22    103     77     47
D43V10, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             3              22
  CLUS_2             9             103
  CLUS_3             7              77
  CLUS_4             2              47

Clustering(44) Variable = EMG1 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        4      1      4
  EMG1 WILD-TYPE    100     75     95
D44V1, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            4            100
  CLUS_2            1             75
  CLUS_3            4             95
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        2      4      3
  EMG1 WILD-TYPE     69     96    105
D44V2, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            2             69
  CLUS_2            4             96
  CLUS_3            3            105
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  EMG1 MUTATED        2      1      1      0
  EMG1 WILD-TYPE     45     56     26     38
D44V3, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            2             45
  CLUS_2            1             56
  CLUS_3            1             26
  CLUS_4            0             38
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        0      2      2
  EMG1 WILD-TYPE     67     57     41
D44V4, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            0             67
  CLUS_2            2             57
  CLUS_3            2             41
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        4      2      3
  EMG1 WILD-TYPE     89     77    104
D44V5, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            4             89
  CLUS_2            2             77
  CLUS_3            3            104
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        4      2      3
  EMG1 WILD-TYPE     69    120     81
D44V6, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            4             69
  CLUS_2            2            120
  CLUS_3            3             81
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        3      2      4
  EMG1 WILD-TYPE     65    115     81
D44V7, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            3             65
  CLUS_2            2            115
  CLUS_3            4             81
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  EMG1 MUTATED        1      1      2      5
  EMG1 WILD-TYPE     28     27     68    138
D44V8, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            1             28
  CLUS_2            1             27
  CLUS_3            2             68
  CLUS_4            5            138
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        3      3      3
  EMG1 WILD-TYPE     85     99     77
D44V9, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            3             85
  CLUS_2            3             99
  CLUS_3            3             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  EMG1 MUTATED        1      2      3      3
  EMG1 WILD-TYPE     24    110     81     46
D44V10, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            1             24
  CLUS_2            2            110
  CLUS_3            3             81
  CLUS_4            3             46

Clustering(45) Variable = RQCD1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        7      1      1
  RQCD1 WILD-TYPE     97     75     98
D45V1, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             7              97
  CLUS_2             1              75
  CLUS_3             1              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        3      5      1
  RQCD1 WILD-TYPE     68     95    107
D45V2, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             3              68
  CLUS_2             5              95
  CLUS_3             1             107
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RQCD1 MUTATED        0      3      2      0
  RQCD1 WILD-TYPE     47     54     25     38
D45V3, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             0              47
  CLUS_2             3              54
  CLUS_3             2              25
  CLUS_4             0              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        2      2      1
  RQCD1 WILD-TYPE     65     57     42
D45V4, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             2              65
  CLUS_2             2              57
  CLUS_3             1              42
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        2      2      5
  RQCD1 WILD-TYPE     91     77    102
D45V5, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             2              91
  CLUS_2             2              77
  CLUS_3             5             102
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        2      4      3
  RQCD1 WILD-TYPE     71    118     81
D45V6, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             2              71
  CLUS_2             4             118
  CLUS_3             3              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        1      5      3
  RQCD1 WILD-TYPE     67    112     82
D45V7, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             1              67
  CLUS_2             5             112
  CLUS_3             3              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RQCD1 MUTATED        1      2      2      4
  RQCD1 WILD-TYPE     28     26     68    139
D45V8, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             1              28
  CLUS_2             2              26
  CLUS_3             2              68
  CLUS_4             4             139
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        4      4      1
  RQCD1 WILD-TYPE     84     98     79
D45V9, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             4              84
  CLUS_2             4              98
  CLUS_3             1              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RQCD1 MUTATED        1      4      2      2
  RQCD1 WILD-TYPE     24    108     82     47
D45V10, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             4             108
  CLUS_3             2              82
  CLUS_4             2              47

Clustering(46) Variable = TMPRSS11B MUTATION ANALYSIS
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        6      4     12
  TMPRSS11B WILD-TYPE     98     72     87
D46V1, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 6                  98
  CLUS_2                 4                  72
  CLUS_3                12                  87
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        3      7     12
  TMPRSS11B WILD-TYPE     68     93     96
D46V2, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 3                  68
  CLUS_2                 7                  93
  CLUS_3                12                  96
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMPRSS11B MUTATED        2      4      4      7
  TMPRSS11B WILD-TYPE     45     53     23     31
D46V3, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 2                  45
  CLUS_2                 4                  53
  CLUS_3                 4                  23
  CLUS_4                 7                  31
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        7      5      5
  TMPRSS11B WILD-TYPE     60     54     38
D46V4, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 7                  60
  CLUS_2                 5                  54
  CLUS_3                 5                  38
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        6      8      8
  TMPRSS11B WILD-TYPE     87     71     99
D46V5, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 6                  87
  CLUS_2                 8                  71
  CLUS_3                 8                  99
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        2     13      7
  TMPRSS11B WILD-TYPE     71    109     77
D46V6, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 2                  71
  CLUS_2                13                 109
  CLUS_3                 7                  77
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        8     10      4
  TMPRSS11B WILD-TYPE     60    107     81
D46V7, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 8                  60
  CLUS_2                10                 107
  CLUS_3                 4                  81
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMPRSS11B MUTATED        4      1      3     14
  TMPRSS11B WILD-TYPE     25     27     67    129
D46V8, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 4                  25
  CLUS_2                 1                  27
  CLUS_3                 3                  67
  CLUS_4                14                 129
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        7     11      4
  TMPRSS11B WILD-TYPE     81     91     76
D46V9, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 7                  81
  CLUS_2                11                  91
  CLUS_3                 4                  76
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMPRSS11B MUTATED        3     14      3      2
  TMPRSS11B WILD-TYPE     22     98     81     47
D46V10, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 3                  22
  CLUS_2                14                  98
  CLUS_3                 3                  81
  CLUS_4                 2                  47

Clustering(47) Variable = OR4E2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        7      4     13
  OR4E2 WILD-TYPE     97     72     86
D47V1, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             7              97
  CLUS_2             4              72
  CLUS_3            13              86
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        5      9     10
  OR4E2 WILD-TYPE     66     91     98
D47V2, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             5              66
  CLUS_2             9              91
  CLUS_3            10              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4E2 MUTATED        4      5      1      4
  OR4E2 WILD-TYPE     43     52     26     34
D47V3, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              43
  CLUS_2             5              52
  CLUS_3             1              26
  CLUS_4             4              34
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        7      4      3
  OR4E2 WILD-TYPE     60     55     40
D47V4, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             7              60
  CLUS_2             4              55
  CLUS_3             3              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        5      8     11
  OR4E2 WILD-TYPE     88     71     96
D47V5, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             5              88
  CLUS_2             8              71
  CLUS_3            11              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        4     14      6
  OR4E2 WILD-TYPE     69    108     78
D47V6, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              69
  CLUS_2            14             108
  CLUS_3             6              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        4     11      7
  OR4E2 WILD-TYPE     64    106     78
D47V7, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              64
  CLUS_2            11             106
  CLUS_3             7              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4E2 MUTATED        2      3      5     12
  OR4E2 WILD-TYPE     27     25     65    131
D47V8, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             2              27
  CLUS_2             3              25
  CLUS_3             5              65
  CLUS_4            12             131
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        5     10      7
  OR4E2 WILD-TYPE     83     92     73
D47V9, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             5              83
  CLUS_2            10              92
  CLUS_3             7              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4E2 MUTATED        1     14      6      1
  OR4E2 WILD-TYPE     24     98     78     48
D47V10, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             1              24
  CLUS_2            14              98
  CLUS_3             6              78
  CLUS_4             1              48

Clustering(48) Variable = TCHHL1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED       18      4     17
  TCHHL1 WILD-TYPE     86     72     82
D48V1, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             18               86
  CLUS_2              4               72
  CLUS_3             17               82
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED        6     16     17
  TCHHL1 WILD-TYPE     65     84     91
D48V2, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              6               65
  CLUS_2             16               84
  CLUS_3             17               91
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TCHHL1 MUTATED       10      3      4      8
  TCHHL1 WILD-TYPE     37     54     23     30
D48V3, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             10               37
  CLUS_2              3               54
  CLUS_3              4               23
  CLUS_4              8               30
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED        6     11      8
  TCHHL1 WILD-TYPE     61     48     35
D48V4, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              6               61
  CLUS_2             11               48
  CLUS_3              8               35
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED       11     16     12
  TCHHL1 WILD-TYPE     82     63     95
D48V5, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             11               82
  CLUS_2             16               63
  CLUS_3             12               95
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED       10     21      8
  TCHHL1 WILD-TYPE     63    101     76
D48V6, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             10               63
  CLUS_2             21              101
  CLUS_3              8               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED       12     15     12
  TCHHL1 WILD-TYPE     56    102     73
D48V7, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             12               56
  CLUS_2             15              102
  CLUS_3             12               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TCHHL1 MUTATED        6      1     11     21
  TCHHL1 WILD-TYPE     23     27     59    122
D48V8, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              6               23
  CLUS_2              1               27
  CLUS_3             11               59
  CLUS_4             21              122
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED       14     15     10
  TCHHL1 WILD-TYPE     74     87     70
D48V9, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             14               74
  CLUS_2             15               87
  CLUS_3             10               70
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TCHHL1 MUTATED        5     17     12      5
  TCHHL1 WILD-TYPE     20     95     72     44
D48V10, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              5               20
  CLUS_2             17               95
  CLUS_3             12               72
  CLUS_4              5               44

Clustering(49) Variable = LOC649330 MUTATION ANALYSIS
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED       11      4     13
  LOC649330 WILD-TYPE     93     72     86
D49V1, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                11                  93
  CLUS_2                 4                  72
  CLUS_3                13                  86
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED        5     11     12
  LOC649330 WILD-TYPE     66     89     96
D49V2, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  66
  CLUS_2                11                  89
  CLUS_3                12                  96
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LOC649330 MUTATED        6      6      2      6
  LOC649330 WILD-TYPE     41     51     25     32
D49V3, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 6                  41
  CLUS_2                 6                  51
  CLUS_3                 2                  25
  CLUS_4                 6                  32
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED        6      9      5
  LOC649330 WILD-TYPE     61     50     38
D49V4, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 6                  61
  CLUS_2                 9                  50
  CLUS_3                 5                  38
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED        5     12     11
  LOC649330 WILD-TYPE     88     67     96
D49V5, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  88
  CLUS_2                12                  67
  CLUS_3                11                  96
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED        3     17      8
  LOC649330 WILD-TYPE     70    105     76
D49V6, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 3                  70
  CLUS_2                17                 105
  CLUS_3                 8                  76
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED        7     13      8
  LOC649330 WILD-TYPE     61    104     77
D49V7, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 7                  61
  CLUS_2                13                 104
  CLUS_3                 8                  77
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LOC649330 MUTATED        3      3      5     17
  LOC649330 WILD-TYPE     26     25     65    126
D49V8, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 3                  26
  CLUS_2                 3                  25
  CLUS_3                 5                  65
  CLUS_4                17                 126
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED       10     11      7
  LOC649330 WILD-TYPE     78     91     73
D49V9, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                10                  78
  CLUS_2                11                  91
  CLUS_3                 7                  73
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LOC649330 MUTATED        2     15      7      4
  LOC649330 WILD-TYPE     23     97     77     45
D49V10, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 2                  23
  CLUS_2                15                  97
  CLUS_3                 7                  77
  CLUS_4                 4                  45

Clustering(50) Variable = PCSK1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED        8      7     11
  PCSK1 WILD-TYPE     96     69     88
D50V1, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             8              96
  CLUS_2             7              69
  CLUS_3            11              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED        5     13      8
  PCSK1 WILD-TYPE     66     87    100
D50V2, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             5              66
  CLUS_2            13              87
  CLUS_3             8             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCSK1 MUTATED        3      5      0      6
  PCSK1 WILD-TYPE     44     52     27     32
D50V3, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             3              44
  CLUS_2             5              52
  CLUS_3             0              27
  CLUS_4             6              32
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED        4      7      3
  PCSK1 WILD-TYPE     63     52     40
D50V4, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             4              63
  CLUS_2             7              52
  CLUS_3             3              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED        9      6     11
  PCSK1 WILD-TYPE     84     73     96
D50V5, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             9              84
  CLUS_2             6              73
  CLUS_3            11              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED        9     10      7
  PCSK1 WILD-TYPE     64    112     77
D50V6, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             9              64
  CLUS_2            10             112
  CLUS_3             7              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED        7     10      6
  PCSK1 WILD-TYPE     61    107     79
D50V7, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             7              61
  CLUS_2            10             107
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCSK1 MUTATED        4      1      7     11
  PCSK1 WILD-TYPE     25     27     63    132
D50V8, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             4              25
  CLUS_2             1              27
  CLUS_3             7              63
  CLUS_4            11             132
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED        7     10      6
  PCSK1 WILD-TYPE     81     92     74
D50V9, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             7              81
  CLUS_2            10              92
  CLUS_3             6              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCSK1 MUTATED        4      9      9      1
  PCSK1 WILD-TYPE     21    103     75     48
D50V10, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             4              21
  CLUS_2             9             103
  CLUS_3             9              75
  CLUS_4             1              48

Clustering(51) Variable = ELF5 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        4      2      3
  ELF5 WILD-TYPE    100     74     96
D51V1, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            4            100
  CLUS_2            2             74
  CLUS_3            3             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        4      2      3
  ELF5 WILD-TYPE     67     98    105
D51V2, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            4             67
  CLUS_2            2             98
  CLUS_3            3            105
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ELF5 MUTATED        1      1      1      2
  ELF5 WILD-TYPE     46     56     26     36
D51V3, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            1             46
  CLUS_2            1             56
  CLUS_3            1             26
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        2      3      0
  ELF5 WILD-TYPE     65     56     43
D51V4, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            2             65
  CLUS_2            3             56
  CLUS_3            0             43
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        5      2      2
  ELF5 WILD-TYPE     88     77    105
D51V5, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            5             88
  CLUS_2            2             77
  CLUS_3            2            105
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        4      3      2
  ELF5 WILD-TYPE     69    119     82
D51V6, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            4             69
  CLUS_2            3            119
  CLUS_3            2             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        2      2      5
  ELF5 WILD-TYPE     66    115     80
D51V7, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            2             66
  CLUS_2            2            115
  CLUS_3            5             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ELF5 MUTATED        0      1      5      3
  ELF5 WILD-TYPE     29     27     65    140
D51V8, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            0             29
  CLUS_2            1             27
  CLUS_3            5             65
  CLUS_4            3            140
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        5      1      3
  ELF5 WILD-TYPE     83    101     77
D51V9, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            5             83
  CLUS_2            1            101
  CLUS_3            3             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ELF5 MUTATED        0      3      6      0
  ELF5 WILD-TYPE     25    109     78     49
D51V10, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            0             25
  CLUS_2            3            109
  CLUS_3            6             78
  CLUS_4            0             49

Clustering(52) Variable = OGDHL MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED       15      5     13
  OGDHL WILD-TYPE     89     71     86
D52V1, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1            15              89
  CLUS_2             5              71
  CLUS_3            13              86
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED        5     18     10
  OGDHL WILD-TYPE     66     82     98
D52V2, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             5              66
  CLUS_2            18              82
  CLUS_3            10              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OGDHL MUTATED        7      7      3      4
  OGDHL WILD-TYPE     40     50     24     34
D52V3, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             7              40
  CLUS_2             7              50
  CLUS_3             3              24
  CLUS_4             4              34
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED        7      8      6
  OGDHL WILD-TYPE     60     51     37
D52V4, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             7              60
  CLUS_2             8              51
  CLUS_3             6              37
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED        8     10     15
  OGDHL WILD-TYPE     85     69     92
D52V5, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             8              85
  CLUS_2            10              69
  CLUS_3            15              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED        7     16     10
  OGDHL WILD-TYPE     66    106     74
D52V6, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             7              66
  CLUS_2            16             106
  CLUS_3            10              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED       12     16      5
  OGDHL WILD-TYPE     56    101     80
D52V7, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1            12              56
  CLUS_2            16             101
  CLUS_3             5              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OGDHL MUTATED        4      1      9     19
  OGDHL WILD-TYPE     25     27     61    124
D52V8, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             4              25
  CLUS_2             1              27
  CLUS_3             9              61
  CLUS_4            19             124
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED       13     16      4
  OGDHL WILD-TYPE     75     86     76
D52V9, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1            13              75
  CLUS_2            16              86
  CLUS_3             4              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OGDHL MUTATED        3     18     10      2
  OGDHL WILD-TYPE     22     94     74     47
D52V10, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             3              22
  CLUS_2            18              94
  CLUS_3            10              74
  CLUS_4             2              47

Clustering(53) Variable = PCDP1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        5      7      6
  PCDP1 WILD-TYPE     99     69     93
D53V1, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             5              99
  CLUS_2             7              69
  CLUS_3             6              93
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        2     10      6
  PCDP1 WILD-TYPE     69     90    102
D53V2, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             2              69
  CLUS_2            10              90
  CLUS_3             6             102
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDP1 MUTATED        3      5      0      3
  PCDP1 WILD-TYPE     44     52     27     35
D53V3, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             3              44
  CLUS_2             5              52
  CLUS_3             0              27
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        2      6      3
  PCDP1 WILD-TYPE     65     53     40
D53V4, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             2              65
  CLUS_2             6              53
  CLUS_3             3              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        9      3      6
  PCDP1 WILD-TYPE     84     76    101
D53V5, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             9              84
  CLUS_2             3              76
  CLUS_3             6             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        7      8      3
  PCDP1 WILD-TYPE     66    114     81
D53V6, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             7              66
  CLUS_2             8             114
  CLUS_3             3              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        5      5      7
  PCDP1 WILD-TYPE     63    112     78
D53V7, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             5              63
  CLUS_2             5             112
  CLUS_3             7              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDP1 MUTATED        2      1      7      7
  PCDP1 WILD-TYPE     27     27     63    136
D53V8, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             2              27
  CLUS_2             1              27
  CLUS_3             7              63
  CLUS_4             7             136
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        6      5      6
  PCDP1 WILD-TYPE     82     97     74
D53V9, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             6              82
  CLUS_2             5              97
  CLUS_3             6              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDP1 MUTATED        2      7      8      0
  PCDP1 WILD-TYPE     23    105     76     49
D53V10, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             7             105
  CLUS_3             8              76
  CLUS_4             0              49

Clustering(54) Variable = FUT9 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED       14      7      8
  FUT9 WILD-TYPE     90     69     91
D54V1, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1           14             90
  CLUS_2            7             69
  CLUS_3            8             91
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED       10     14      5
  FUT9 WILD-TYPE     61     86    103
D54V2, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1           10             61
  CLUS_2           14             86
  CLUS_3            5            103
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FUT9 MUTATED        4      9      1      6
  FUT9 WILD-TYPE     43     48     26     32
D54V3, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            4             43
  CLUS_2            9             48
  CLUS_3            1             26
  CLUS_4            6             32
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED        8      9      3
  FUT9 WILD-TYPE     59     50     40
D54V4, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            8             59
  CLUS_2            9             50
  CLUS_3            3             40
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED       12      5     12
  FUT9 WILD-TYPE     81     74     95
D54V5, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1           12             81
  CLUS_2            5             74
  CLUS_3           12             95
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED       10      9     10
  FUT9 WILD-TYPE     63    113     74
D54V6, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1           10             63
  CLUS_2            9            113
  CLUS_3           10             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED        4     16      7
  FUT9 WILD-TYPE     64    101     78
D54V7, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            4             64
  CLUS_2           16            101
  CLUS_3            7             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FUT9 MUTATED        1      0      8     18
  FUT9 WILD-TYPE     28     28     62    125
D54V8, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            1             28
  CLUS_2            0             28
  CLUS_3            8             62
  CLUS_4           18            125
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED        8     14      5
  FUT9 WILD-TYPE     80     88     75
D54V9, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            8             80
  CLUS_2           14             88
  CLUS_3            5             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FUT9 MUTATED        1     15      9      2
  FUT9 WILD-TYPE     24     97     75     47
D54V10, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            1             24
  CLUS_2           15             97
  CLUS_3            9             75
  CLUS_4            2             47

Clustering(55) Variable = GCOM1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        9      6      9
  GCOM1 WILD-TYPE     95     70     90
D55V1, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             9              95
  CLUS_2             6              70
  CLUS_3             9              90
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        4     12      8
  GCOM1 WILD-TYPE     67     88    100
D55V2, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             4              67
  CLUS_2            12              88
  CLUS_3             8             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GCOM1 MUTATED        1      5      1      3
  GCOM1 WILD-TYPE     46     52     26     35
D55V3, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             1              46
  CLUS_2             5              52
  CLUS_3             1              26
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        4      5      1
  GCOM1 WILD-TYPE     63     54     42
D55V4, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             4              63
  CLUS_2             5              54
  CLUS_3             1              42
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        8     12      4
  GCOM1 WILD-TYPE     85     67    103
D55V5, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             8              85
  CLUS_2            12              67
  CLUS_3             4             103
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        7     14      3
  GCOM1 WILD-TYPE     66    108     81
D55V6, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             7              66
  CLUS_2            14             108
  CLUS_3             3              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        6     12      5
  GCOM1 WILD-TYPE     62    105     80
D55V7, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             6              62
  CLUS_2            12             105
  CLUS_3             5              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GCOM1 MUTATED        1      0      8     14
  GCOM1 WILD-TYPE     28     28     62    129
D55V8, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             1              28
  CLUS_2             0              28
  CLUS_3             8              62
  CLUS_4            14             129
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        8     11      4
  GCOM1 WILD-TYPE     80     91     76
D55V9, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             8              80
  CLUS_2            11              91
  CLUS_3             4              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GCOM1 MUTATED        1     12      9      1
  GCOM1 WILD-TYPE     24    100     75     48
D55V10, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             1              24
  CLUS_2            12             100
  CLUS_3             9              75
  CLUS_4             1              48

Clustering(56) Variable = SIRPB1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        9      5      8
  SIRPB1 WILD-TYPE     95     71     91
D56V1, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              9               95
  CLUS_2              5               71
  CLUS_3              8               91
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        5      7     10
  SIRPB1 WILD-TYPE     66     93     98
D56V2, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              5               66
  CLUS_2              7               93
  CLUS_3             10               98
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SIRPB1 MUTATED        4      5      0      6
  SIRPB1 WILD-TYPE     43     52     27     32
D56V3, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              4               43
  CLUS_2              5               52
  CLUS_3              0               27
  CLUS_4              6               32
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        5      8      2
  SIRPB1 WILD-TYPE     62     51     41
D56V4, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              5               62
  CLUS_2              8               51
  CLUS_3              2               41
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        7      9      6
  SIRPB1 WILD-TYPE     86     70    101
D56V5, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              7               86
  CLUS_2              9               70
  CLUS_3              6              101
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        6     13      3
  SIRPB1 WILD-TYPE     67    109     81
D56V6, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              6               67
  CLUS_2             13              109
  CLUS_3              3               81
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        8      7      6
  SIRPB1 WILD-TYPE     60    110     79
D56V7, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              8               60
  CLUS_2              7              110
  CLUS_3              6               79
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SIRPB1 MUTATED        2      0      9     10
  SIRPB1 WILD-TYPE     27     28     61    133
D56V8, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              2               27
  CLUS_2              0               28
  CLUS_3              9               61
  CLUS_4             10              133
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        8      8      5
  SIRPB1 WILD-TYPE     80     94     75
D56V9, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              8               80
  CLUS_2              8               94
  CLUS_3              5               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SIRPB1 MUTATED        2     10      9      0
  SIRPB1 WILD-TYPE     23    102     75     49
D56V10, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              2               23
  CLUS_2             10              102
  CLUS_3              9               75
  CLUS_4              0               49

Clustering(57) Variable = PENK MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        8      4     11
  PENK WILD-TYPE     96     72     88
D57V1, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            8             96
  CLUS_2            4             72
  CLUS_3           11             88
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        3      6     14
  PENK WILD-TYPE     68     94     94
D57V2, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            3             68
  CLUS_2            6             94
  CLUS_3           14             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PENK MUTATED        7      7      1      2
  PENK WILD-TYPE     40     50     26     36
D57V3, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            7             40
  CLUS_2            7             50
  CLUS_3            1             26
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        8      5      4
  PENK WILD-TYPE     59     54     39
D57V4, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            8             59
  CLUS_2            5             54
  CLUS_3            4             39
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        4     10      9
  PENK WILD-TYPE     89     69     98
D57V5, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             89
  CLUS_2           10             69
  CLUS_3            9             98
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        4     13      6
  PENK WILD-TYPE     69    109     78
D57V6, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             69
  CLUS_2           13            109
  CLUS_3            6             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        4     10      9
  PENK WILD-TYPE     64    107     76
D57V7, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             64
  CLUS_2           10            107
  CLUS_3            9             76
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PENK MUTATED        1      2      7     13
  PENK WILD-TYPE     28     26     63    130
D57V8, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            1             28
  CLUS_2            2             26
  CLUS_3            7             63
  CLUS_4           13            130
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        4     10      9
  PENK WILD-TYPE     84     92     71
D57V9, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             84
  CLUS_2           10             92
  CLUS_3            9             71
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PENK MUTATED        0     12      7      4
  PENK WILD-TYPE     25    100     77     45
D57V10, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            0             25
  CLUS_2           12            100
  CLUS_3            7             77
  CLUS_4            4             45

Clustering(58) Variable = CHGB MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED       11      6     12
  CHGB WILD-TYPE     93     70     87
D58V1, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1           11             93
  CLUS_2            6             70
  CLUS_3           12             87
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED        4     11     14
  CHGB WILD-TYPE     67     89     94
D58V2, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            4             67
  CLUS_2           11             89
  CLUS_3           14             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CHGB MUTATED        8      4      0      2
  CHGB WILD-TYPE     39     53     27     36
D58V3, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            8             39
  CLUS_2            4             53
  CLUS_3            0             27
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED        1     10      3
  CHGB WILD-TYPE     66     49     40
D58V4, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            1             66
  CLUS_2           10             49
  CLUS_3            3             40
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED       11     11      7
  CHGB WILD-TYPE     82     68    100
D58V5, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1           11             82
  CLUS_2           11             68
  CLUS_3            7            100
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED        8     17      4
  CHGB WILD-TYPE     65    105     80
D58V6, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            8             65
  CLUS_2           17            105
  CLUS_3            4             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED        7      9     12
  CHGB WILD-TYPE     61    108     73
D58V7, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            7             61
  CLUS_2            9            108
  CLUS_3           12             73
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CHGB MUTATED        2      2      9     15
  CHGB WILD-TYPE     27     26     61    128
D58V8, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            2             27
  CLUS_2            2             26
  CLUS_3            9             61
  CLUS_4           15            128
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED        9      8     11
  CHGB WILD-TYPE     79     94     69
D58V9, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            9             79
  CLUS_2            8             94
  CLUS_3           11             69
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CHGB MUTATED        2     12      9      5
  CHGB WILD-TYPE     23    100     75     44
D58V10, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            2             23
  CLUS_2           12            100
  CLUS_3            9             75
  CLUS_4            5             44

Clustering(59) Variable = C8ORF34 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED        9      9     11
  C8ORF34 WILD-TYPE     95     67     88
D59V1, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               9                95
  CLUS_2               9                67
  CLUS_3              11                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED        6     14      9
  C8ORF34 WILD-TYPE     65     86     99
D59V2, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               6                65
  CLUS_2              14                86
  CLUS_3               9                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C8ORF34 MUTATED        8      6      1      3
  C8ORF34 WILD-TYPE     39     51     26     35
D59V3, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               8                39
  CLUS_2               6                51
  CLUS_3               1                26
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED        7      5      6
  C8ORF34 WILD-TYPE     60     54     37
D59V4, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               7                60
  CLUS_2               5                54
  CLUS_3               6                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED       15      6      8
  C8ORF34 WILD-TYPE     78     73     99
D59V5, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1              15                78
  CLUS_2               6                73
  CLUS_3               8                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED       12      8      9
  C8ORF34 WILD-TYPE     61    114     75
D59V6, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1              12                61
  CLUS_2               8               114
  CLUS_3               9                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED        7      7     13
  C8ORF34 WILD-TYPE     61    110     72
D59V7, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               7                61
  CLUS_2               7               110
  CLUS_3              13                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C8ORF34 MUTATED        4      4      9     10
  C8ORF34 WILD-TYPE     25     24     61    133
D59V8, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               4                25
  CLUS_2               4                24
  CLUS_3               9                61
  CLUS_4              10               133
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED        7      7     13
  C8ORF34 WILD-TYPE     81     95     67
D59V9, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               7                81
  CLUS_2               7                95
  CLUS_3              13                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C8ORF34 MUTATED        4      7     11      5
  C8ORF34 WILD-TYPE     21    105     73     44
D59V10, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               4                21
  CLUS_2               7               105
  CLUS_3              11                73
  CLUS_4               5                44

Clustering(60) Variable = GALNTL5 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        9      1      5
  GALNTL5 WILD-TYPE     95     75     94
D60V1, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               9                95
  CLUS_2               1                75
  CLUS_3               5                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        4      8      3
  GALNTL5 WILD-TYPE     67     92    105
D60V2, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               4                67
  CLUS_2               8                92
  CLUS_3               3               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GALNTL5 MUTATED        5      2      1      1
  GALNTL5 WILD-TYPE     42     55     26     37
D60V3, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               5                42
  CLUS_2               2                55
  CLUS_3               1                26
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        3      3      3
  GALNTL5 WILD-TYPE     64     56     40
D60V4, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               3                64
  CLUS_2               3                56
  CLUS_3               3                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        5      3      7
  GALNTL5 WILD-TYPE     88     76    100
D60V5, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               5                88
  CLUS_2               3                76
  CLUS_3               7               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        5      5      5
  GALNTL5 WILD-TYPE     68    117     79
D60V6, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               5                68
  CLUS_2               5               117
  CLUS_3               5                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        2      7      6
  GALNTL5 WILD-TYPE     66    110     79
D60V7, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               2                66
  CLUS_2               7               110
  CLUS_3               6                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GALNTL5 MUTATED        1      1      4      9
  GALNTL5 WILD-TYPE     28     27     66    134
D60V8, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               1                28
  CLUS_2               1                27
  CLUS_3               4                66
  CLUS_4               9               134
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        3      6      6
  GALNTL5 WILD-TYPE     85     96     74
D60V9, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               3                85
  CLUS_2               6                96
  CLUS_3               6                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GALNTL5 MUTATED        1      9      4      1
  GALNTL5 WILD-TYPE     24    103     80     48
D60V10, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               1                24
  CLUS_2               9               103
  CLUS_3               4                80
  CLUS_4               1                48

Clustering(61) Variable = TCEB3C MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED       15      4      7
  TCEB3C WILD-TYPE     89     72     92
D61V1, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1             15               89
  CLUS_2              4               72
  CLUS_3              7               92
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED        6     12      8
  TCEB3C WILD-TYPE     65     88    100
D61V2, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              6               65
  CLUS_2             12               88
  CLUS_3              8              100
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TCEB3C MUTATED        7      5      3      5
  TCEB3C WILD-TYPE     40     52     24     33
D61V3, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              7               40
  CLUS_2              5               52
  CLUS_3              3               24
  CLUS_4              5               33
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED       10      5      5
  TCEB3C WILD-TYPE     57     54     38
D61V4, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1             10               57
  CLUS_2              5               54
  CLUS_3              5               38
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED        8      6     12
  TCEB3C WILD-TYPE     85     73     95
D61V5, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              8               85
  CLUS_2              6               73
  CLUS_3             12               95
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED        6      8     12
  TCEB3C WILD-TYPE     67    114     72
D61V6, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              6               67
  CLUS_2              8              114
  CLUS_3             12               72
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED        7     10      8
  TCEB3C WILD-TYPE     61    107     77
D61V7, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              7               61
  CLUS_2             10              107
  CLUS_3              8               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TCEB3C MUTATED        5      2      5     13
  TCEB3C WILD-TYPE     24     26     65    130
D61V8, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              5               24
  CLUS_2              2               26
  CLUS_3              5               65
  CLUS_4             13              130
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED        8      9      8
  TCEB3C WILD-TYPE     80     93     72
D61V9, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              8               80
  CLUS_2              9               93
  CLUS_3              8               72
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TCEB3C MUTATED        5      9      5      6
  TCEB3C WILD-TYPE     20    103     79     43
D61V10, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              5               20
  CLUS_2              9              103
  CLUS_3              5               79
  CLUS_4              6               43

Clustering(62) Variable = LRRC4C MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED       19      8     14
  LRRC4C WILD-TYPE     85     68     85
D62V1, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             19               85
  CLUS_2              8               68
  CLUS_3             14               85
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED        8     20     13
  LRRC4C WILD-TYPE     63     80     95
D62V2, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              8               63
  CLUS_2             20               80
  CLUS_3             13               95
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LRRC4C MUTATED        6      8      2     10
  LRRC4C WILD-TYPE     41     49     25     28
D62V3, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              6               41
  CLUS_2              8               49
  CLUS_3              2               25
  CLUS_4             10               28
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED       12      7      7
  LRRC4C WILD-TYPE     55     52     36
D62V4, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             12               55
  CLUS_2              7               52
  CLUS_3              7               36
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED       10     13     18
  LRRC4C WILD-TYPE     83     66     89
D62V5, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             10               83
  CLUS_2             13               66
  CLUS_3             18               89
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED        6     17     18
  LRRC4C WILD-TYPE     67    105     66
D62V6, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              6               67
  CLUS_2             17              105
  CLUS_3             18               66
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED       12     17     10
  LRRC4C WILD-TYPE     56    100     75
D62V7, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             12               56
  CLUS_2             17              100
  CLUS_3             10               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LRRC4C MUTATED        6      2      9     22
  LRRC4C WILD-TYPE     23     26     61    121
D62V8, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              6               23
  CLUS_2              2               26
  CLUS_3              9               61
  CLUS_4             22              121
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED       12     16     11
  LRRC4C WILD-TYPE     76     86     69
D62V9, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             12               76
  CLUS_2             16               86
  CLUS_3             11               69
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LRRC4C MUTATED        5     22      8      4
  LRRC4C WILD-TYPE     20     90     76     45
D62V10, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              5               20
  CLUS_2             22               90
  CLUS_3              8               76
  CLUS_4              4               45

Clustering(63) Variable = SYCP1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED       10      4     14
  SYCP1 WILD-TYPE     94     72     85
D63V1, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1            10              94
  CLUS_2             4              72
  CLUS_3            14              85
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED        3     16      9
  SYCP1 WILD-TYPE     68     84     99
D63V2, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             3              68
  CLUS_2            16              84
  CLUS_3             9              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SYCP1 MUTATED        7      4      0      4
  SYCP1 WILD-TYPE     40     53     27     34
D63V3, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             7              40
  CLUS_2             4              53
  CLUS_3             0              27
  CLUS_4             4              34
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED        5      7      3
  SYCP1 WILD-TYPE     62     52     40
D63V4, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             5              62
  CLUS_2             7              52
  CLUS_3             3              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED        6     14      8
  SYCP1 WILD-TYPE     87     65     99
D63V5, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             6              87
  CLUS_2            14              65
  CLUS_3             8              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED        5     16      7
  SYCP1 WILD-TYPE     68    106     77
D63V6, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             5              68
  CLUS_2            16             106
  CLUS_3             7              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED        5     13      8
  SYCP1 WILD-TYPE     63    104     77
D63V7, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             5              63
  CLUS_2            13             104
  CLUS_3             8              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SYCP1 MUTATED        2      1      5     18
  SYCP1 WILD-TYPE     27     27     65    125
D63V8, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             2              27
  CLUS_2             1              27
  CLUS_3             5              65
  CLUS_4            18             125
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED        8     12      6
  SYCP1 WILD-TYPE     80     90     74
D63V9, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             8              80
  CLUS_2            12              90
  CLUS_3             6              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SYCP1 MUTATED        2     14      5      5
  SYCP1 WILD-TYPE     23     98     79     44
D63V10, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2            14              98
  CLUS_3             5              79
  CLUS_4             5              44

Clustering(64) Variable = RCAN2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED       10      1      4
  RCAN2 WILD-TYPE     94     75     95
D64V1, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1            10              94
  CLUS_2             1              75
  CLUS_3             4              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED        2      7      6
  RCAN2 WILD-TYPE     69     93    102
D64V2, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             2              69
  CLUS_2             7              93
  CLUS_3             6             102
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RCAN2 MUTATED        3      3      0      3
  RCAN2 WILD-TYPE     44     54     27     35
D64V3, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             3              44
  CLUS_2             3              54
  CLUS_3             0              27
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED        2      6      1
  RCAN2 WILD-TYPE     65     53     42
D64V4, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             2              65
  CLUS_2             6              53
  CLUS_3             1              42
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED        3      4      8
  RCAN2 WILD-TYPE     90     75     99
D64V5, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             3              90
  CLUS_2             4              75
  CLUS_3             8              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED        3      7      5
  RCAN2 WILD-TYPE     70    115     79
D64V6, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             3              70
  CLUS_2             7             115
  CLUS_3             5              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED        2     10      3
  RCAN2 WILD-TYPE     66    107     82
D64V7, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             2              66
  CLUS_2            10             107
  CLUS_3             3              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RCAN2 MUTATED        0      0      4     11
  RCAN2 WILD-TYPE     29     28     66    132
D64V8, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             0              29
  CLUS_2             0              28
  CLUS_3             4              66
  CLUS_4            11             132
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED        3      9      3
  RCAN2 WILD-TYPE     85     93     77
D64V9, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             3              85
  CLUS_2             9              93
  CLUS_3             3              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RCAN2 MUTATED        0     10      4      1
  RCAN2 WILD-TYPE     25    102     80     48
D64V10, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             0              25
  CLUS_2            10             102
  CLUS_3             4              80
  CLUS_4             1              48

Clustering(65) Variable = APCS MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        4      4      5
  APCS WILD-TYPE    100     72     94
D65V1, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            4            100
  CLUS_2            4             72
  CLUS_3            5             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        4      7      2
  APCS WILD-TYPE     67     93    106
D65V2, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            4             67
  CLUS_2            7             93
  CLUS_3            2            106
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  APCS MUTATED        2      4      1      1
  APCS WILD-TYPE     45     53     26     37
D65V3, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            2             45
  CLUS_2            4             53
  CLUS_3            1             26
  CLUS_4            1             37
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        3      4      1
  APCS WILD-TYPE     64     55     42
D65V4, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            3             64
  CLUS_2            4             55
  CLUS_3            1             42
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        6      2      5
  APCS WILD-TYPE     87     77    102
D65V5, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            6             87
  CLUS_2            2             77
  CLUS_3            5            102
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        6      4      3
  APCS WILD-TYPE     67    118     81
D65V6, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            6             67
  CLUS_2            4            118
  CLUS_3            3             81
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        5      5      3
  APCS WILD-TYPE     63    112     82
D65V7, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            5             63
  CLUS_2            5            112
  CLUS_3            3             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  APCS MUTATED        2      0      5      6
  APCS WILD-TYPE     27     28     65    137
D65V8, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            2             27
  CLUS_2            0             28
  CLUS_3            5             65
  CLUS_4            6            137
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        6      4      3
  APCS WILD-TYPE     82     98     77
D65V9, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            6             82
  CLUS_2            4             98
  CLUS_3            3             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  APCS MUTATED        1      6      6      0
  APCS WILD-TYPE     24    106     78     49
D65V10, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            1             24
  CLUS_2            6            106
  CLUS_3            6             78
  CLUS_4            0             49

Clustering(66) Variable = CYP3A7 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED       10      4     11
  CYP3A7 WILD-TYPE     94     72     88
D66V1, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1             10               94
  CLUS_2              4               72
  CLUS_3             11               88
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED        2     11     12
  CYP3A7 WILD-TYPE     69     89     96
D66V2, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              2               69
  CLUS_2             11               89
  CLUS_3             12               96
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP3A7 MUTATED        5      3      3      4
  CYP3A7 WILD-TYPE     42     54     24     34
D66V3, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              5               42
  CLUS_2              3               54
  CLUS_3              3               24
  CLUS_4              4               34
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED        7      4      4
  CYP3A7 WILD-TYPE     60     55     39
D66V4, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              7               60
  CLUS_2              4               55
  CLUS_3              4               39
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED        4     10     11
  CYP3A7 WILD-TYPE     89     69     96
D66V5, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              4               89
  CLUS_2             10               69
  CLUS_3             11               96
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED        4     15      6
  CYP3A7 WILD-TYPE     69    107     78
D66V6, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              4               69
  CLUS_2             15              107
  CLUS_3              6               78
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED        4     13      7
  CYP3A7 WILD-TYPE     64    104     78
D66V7, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              4               64
  CLUS_2             13              104
  CLUS_3              7               78
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP3A7 MUTATED        1      2      5     16
  CYP3A7 WILD-TYPE     28     26     65    127
D66V8, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              1               28
  CLUS_2              2               26
  CLUS_3              5               65
  CLUS_4             16              127
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED        7     13      4
  CYP3A7 WILD-TYPE     81     89     76
D66V9, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              7               81
  CLUS_2             13               89
  CLUS_3              4               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP3A7 MUTATED        0     14      7      3
  CYP3A7 WILD-TYPE     25     98     77     46
D66V10, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              0               25
  CLUS_2             14               98
  CLUS_3              7               77
  CLUS_4              3               46

Clustering(67) Variable = STXBP5L MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED       21     14     20
  STXBP5L WILD-TYPE     83     62     79
D67V1, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              21                83
  CLUS_2              14                62
  CLUS_3              20                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED       11     19     25
  STXBP5L WILD-TYPE     60     81     83
D67V2, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              11                60
  CLUS_2              19                81
  CLUS_3              25                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STXBP5L MUTATED       12     11      4      8
  STXBP5L WILD-TYPE     35     46     23     30
D67V3, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              12                35
  CLUS_2              11                46
  CLUS_3               4                23
  CLUS_4               8                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED       13     17      5
  STXBP5L WILD-TYPE     54     42     38
D67V4, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              13                54
  CLUS_2              17                42
  CLUS_3               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED       19     22     14
  STXBP5L WILD-TYPE     74     57     93
D67V5, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              19                74
  CLUS_2              22                57
  CLUS_3              14                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED       17     28     10
  STXBP5L WILD-TYPE     56     94     74
D67V6, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              17                56
  CLUS_2              28                94
  CLUS_3              10                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED       14     24     15
  STXBP5L WILD-TYPE     54     93     70
D67V7, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              14                54
  CLUS_2              24                93
  CLUS_3              15                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STXBP5L MUTATED        7      3     13     30
  STXBP5L WILD-TYPE     22     25     57    113
D67V8, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1               7                22
  CLUS_2               3                25
  CLUS_3              13                57
  CLUS_4              30               113
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED       18     21     14
  STXBP5L WILD-TYPE     70     81     66
D67V9, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              18                70
  CLUS_2              21                81
  CLUS_3              14                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STXBP5L MUTATED        6     29     14      4
  STXBP5L WILD-TYPE     19     83     70     45
D67V10, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1               6                19
  CLUS_2              29                83
  CLUS_3              14                70
  CLUS_4               4                45

Clustering(68) Variable = LCE1B MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        9      3      2
  LCE1B WILD-TYPE     95     73     97
D68V1, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             9              95
  CLUS_2             3              73
  CLUS_3             2              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        6      3      5
  LCE1B WILD-TYPE     65     97    103
D68V2, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             6              65
  CLUS_2             3              97
  CLUS_3             5             103
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LCE1B MUTATED        3      3      2      3
  LCE1B WILD-TYPE     44     54     25     35
D68V3, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             3              44
  CLUS_2             3              54
  CLUS_3             2              25
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        5      5      1
  LCE1B WILD-TYPE     62     54     42
D68V4, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             5              62
  CLUS_2             5              54
  CLUS_3             1              42
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        6      1      7
  LCE1B WILD-TYPE     87     78    100
D68V5, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             6              87
  CLUS_2             1              78
  CLUS_3             7             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        5      4      5
  LCE1B WILD-TYPE     68    118     79
D68V6, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             5              68
  CLUS_2             4             118
  CLUS_3             5              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        3      7      3
  LCE1B WILD-TYPE     65    110     82
D68V7, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             3              65
  CLUS_2             7             110
  CLUS_3             3              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LCE1B MUTATED        1      1      3      8
  LCE1B WILD-TYPE     28     27     67    135
D68V8, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             1              28
  CLUS_2             1              27
  CLUS_3             3              67
  CLUS_4             8             135
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        3      7      3
  LCE1B WILD-TYPE     85     95     77
D68V9, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             3              85
  CLUS_2             7              95
  CLUS_3             3              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LCE1B MUTATED        1      7      3      2
  LCE1B WILD-TYPE     24    105     81     47
D68V10, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             1              24
  CLUS_2             7             105
  CLUS_3             3              81
  CLUS_4             2              47

Clustering(69) Variable = SCN5A MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED       26     18     25
  SCN5A WILD-TYPE     78     58     74
D69V1, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            26              78
  CLUS_2            18              58
  CLUS_3            25              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED       15     30     24
  SCN5A WILD-TYPE     56     70     84
D69V2, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            15              56
  CLUS_2            30              70
  CLUS_3            24              84
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SCN5A MUTATED       12     11      4     14
  SCN5A WILD-TYPE     35     46     23     24
D69V3, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            12              35
  CLUS_2            11              46
  CLUS_3             4              23
  CLUS_4            14              24
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED       13     18     10
  SCN5A WILD-TYPE     54     41     33
D69V4, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            13              54
  CLUS_2            18              41
  CLUS_3            10              33
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED       22     19     28
  SCN5A WILD-TYPE     71     60     79
D69V5, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            22              71
  CLUS_2            19              60
  CLUS_3            28              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED       15     30     24
  SCN5A WILD-TYPE     58     92     60
D69V6, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            15              58
  CLUS_2            30              92
  CLUS_3            24              60
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED       14     29     23
  SCN5A WILD-TYPE     54     88     62
D69V7, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            14              54
  CLUS_2            29              88
  CLUS_3            23              62
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SCN5A MUTATED        6      6     17     37
  SCN5A WILD-TYPE     23     22     53    106
D69V8, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1             6              23
  CLUS_2             6              22
  CLUS_3            17              53
  CLUS_4            37             106
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED       20     28     18
  SCN5A WILD-TYPE     68     74     62
D69V9, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            20              68
  CLUS_2            28              74
  CLUS_3            18              62
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SCN5A MUTATED        5     31     18     12
  SCN5A WILD-TYPE     20     81     66     37
D69V10, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1             5              20
  CLUS_2            31              81
  CLUS_3            18              66
  CLUS_4            12              37

Clustering(70) Variable = TPTE2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED       15      7     11
  TPTE2 WILD-TYPE     89     69     88
D70V1, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1            15              89
  CLUS_2             7              69
  CLUS_3            11              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED        7     15     11
  TPTE2 WILD-TYPE     64     85     97
D70V2, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1             7              64
  CLUS_2            15              85
  CLUS_3            11              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TPTE2 MUTATED        3     11      3      7
  TPTE2 WILD-TYPE     44     46     24     31
D70V3, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1             3              44
  CLUS_2            11              46
  CLUS_3             3              24
  CLUS_4             7              31
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED       11      9      4
  TPTE2 WILD-TYPE     56     50     39
D70V4, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1            11              56
  CLUS_2             9              50
  CLUS_3             4              39
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED       10      8     15
  TPTE2 WILD-TYPE     83     71     92
D70V5, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1            10              83
  CLUS_2             8              71
  CLUS_3            15              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED        8     15     10
  TPTE2 WILD-TYPE     65    107     74
D70V6, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1             8              65
  CLUS_2            15             107
  CLUS_3            10              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED       10     17      5
  TPTE2 WILD-TYPE     58    100     80
D70V7, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1            10              58
  CLUS_2            17             100
  CLUS_3             5              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TPTE2 MUTATED        2      3      8     19
  TPTE2 WILD-TYPE     27     25     62    124
D70V8, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1             2              27
  CLUS_2             3              25
  CLUS_3             8              62
  CLUS_4            19             124
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED       12     16      4
  TPTE2 WILD-TYPE     76     86     76
D70V9, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1            12              76
  CLUS_2            16              86
  CLUS_3             4              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TPTE2 MUTATED        2     18      8      4
  TPTE2 WILD-TYPE     23     94     76     45
D70V10, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1             2              23
  CLUS_2            18              94
  CLUS_3             8              76
  CLUS_4             4              45

Clustering(71) Variable = LRTM1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        8      7     11
  LRTM1 WILD-TYPE     96     69     88
D71V1, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             8              96
  CLUS_2             7              69
  CLUS_3            11              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        4     11     11
  LRTM1 WILD-TYPE     67     89     97
D71V2, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             4              67
  CLUS_2            11              89
  CLUS_3            11              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LRTM1 MUTATED        7      6      3      2
  LRTM1 WILD-TYPE     40     51     24     36
D71V3, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             7              40
  CLUS_2             6              51
  CLUS_3             3              24
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        8      5      5
  LRTM1 WILD-TYPE     59     54     38
D71V4, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             8              59
  CLUS_2             5              54
  CLUS_3             5              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        8      8     10
  LRTM1 WILD-TYPE     85     71     97
D71V5, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             8              85
  CLUS_2             8              71
  CLUS_3            10              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        5     11     10
  LRTM1 WILD-TYPE     68    111     74
D71V6, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             5              68
  CLUS_2            11             111
  CLUS_3            10              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        5     13      7
  LRTM1 WILD-TYPE     63    104     78
D71V7, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             5              63
  CLUS_2            13             104
  CLUS_3             7              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LRTM1 MUTATED        4      0      6     15
  LRTM1 WILD-TYPE     25     28     64    128
D71V8, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             4              25
  CLUS_2             0              28
  CLUS_3             6              64
  CLUS_4            15             128
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        9     10      6
  LRTM1 WILD-TYPE     79     92     74
D71V9, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             9              79
  CLUS_2            10              92
  CLUS_3             6              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LRTM1 MUTATED        3     13      6      3
  LRTM1 WILD-TYPE     22     99     78     46
D71V10, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             3              22
  CLUS_2            13              99
  CLUS_3             6              78
  CLUS_4             3              46

Clustering(72) Variable = SLC10A2 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        5      9     10
  SLC10A2 WILD-TYPE     99     67     89
D72V1, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               5                99
  CLUS_2               9                67
  CLUS_3              10                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        2     11     11
  SLC10A2 WILD-TYPE     69     89     97
D72V2, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               2                69
  CLUS_2              11                89
  CLUS_3              11                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC10A2 MUTATED        6      2      1      6
  SLC10A2 WILD-TYPE     41     55     26     32
D72V3, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               6                41
  CLUS_2               2                55
  CLUS_3               1                26
  CLUS_4               6                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        4      5      6
  SLC10A2 WILD-TYPE     63     54     37
D72V4, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               4                63
  CLUS_2               5                54
  CLUS_3               6                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        4     10     10
  SLC10A2 WILD-TYPE     89     69     97
D72V5, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               4                89
  CLUS_2              10                69
  CLUS_3              10                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        3     14      7
  SLC10A2 WILD-TYPE     70    108     77
D72V6, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               3                70
  CLUS_2              14               108
  CLUS_3               7                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        7     10      5
  SLC10A2 WILD-TYPE     61    107     80
D72V7, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               7                61
  CLUS_2              10               107
  CLUS_3               5                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC10A2 MUTATED        5      2      4     11
  SLC10A2 WILD-TYPE     24     26     66    132
D72V8, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               5                24
  CLUS_2               2                26
  CLUS_3               4                66
  CLUS_4              11               132
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        9      7      6
  SLC10A2 WILD-TYPE     79     95     74
D72V9, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               9                79
  CLUS_2               7                95
  CLUS_3               6                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC10A2 MUTATED        5      9      4      4
  SLC10A2 WILD-TYPE     20    103     80     45
D72V10, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               5                20
  CLUS_2               9               103
  CLUS_3               4                80
  CLUS_4               4                45

Clustering(73) Variable = OR2W1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        5      3     12
  OR2W1 WILD-TYPE     99     73     87
D73V1, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             5              99
  CLUS_2             3              73
  CLUS_3            12              87
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        3      9      8
  OR2W1 WILD-TYPE     68     91    100
D73V2, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             3              68
  CLUS_2             9              91
  CLUS_3             8             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR2W1 MUTATED        2      3      1      4
  OR2W1 WILD-TYPE     45     54     26     34
D73V3, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             2              45
  CLUS_2             3              54
  CLUS_3             1              26
  CLUS_4             4              34
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        2      5      3
  OR2W1 WILD-TYPE     65     54     40
D73V4, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             2              65
  CLUS_2             5              54
  CLUS_3             3              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        5      8      7
  OR2W1 WILD-TYPE     88     71    100
D73V5, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             5              88
  CLUS_2             8              71
  CLUS_3             7             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        3     10      7
  OR2W1 WILD-TYPE     70    112     77
D73V6, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             3              70
  CLUS_2            10             112
  CLUS_3             7              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        6      5      8
  OR2W1 WILD-TYPE     62    112     77
D73V7, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             6              62
  CLUS_2             5             112
  CLUS_3             8              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR2W1 MUTATED        2      1      6     10
  OR2W1 WILD-TYPE     27     27     64    133
D73V8, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             2              27
  CLUS_2             1              27
  CLUS_3             6              64
  CLUS_4            10             133
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        6      6      7
  OR2W1 WILD-TYPE     82     96     73
D73V9, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             6              82
  CLUS_2             6              96
  CLUS_3             7              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR2W1 MUTATED        2      8      6      3
  OR2W1 WILD-TYPE     23    104     78     46
D73V10, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             8             104
  CLUS_3             6              78
  CLUS_4             3              46

Clustering(74) Variable = NF1 MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED       17      5     16
  NF1 WILD-TYPE     87     71     83
D74V1, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1          17            87
  CLUS_2           5            71
  CLUS_3          16            83
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED        9     18     11
  NF1 WILD-TYPE     62     82     97
D74V2, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           9            62
  CLUS_2          18            82
  CLUS_3          11            97
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NF1 MUTATED        6      9      3      9
  NF1 WILD-TYPE     41     48     24     29
D74V3, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           6            41
  CLUS_2           9            48
  CLUS_3           3            24
  CLUS_4           9            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED       15      7      5
  NF1 WILD-TYPE     52     52     38
D74V4, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1          15            52
  CLUS_2           7            52
  CLUS_3           5            38
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED        9     11     18
  NF1 WILD-TYPE     84     68     89
D74V5, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           9            84
  CLUS_2          11            68
  CLUS_3          18            89
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED        8     15     15
  NF1 WILD-TYPE     65    107     69
D74V6, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           8            65
  CLUS_2          15           107
  CLUS_3          15            69
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED       14     16      8
  NF1 WILD-TYPE     54    101     77
D74V7, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1          14            54
  CLUS_2          16           101
  CLUS_3           8            77
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NF1 MUTATED        5      0     10     23
  NF1 WILD-TYPE     24     28     60    120
D74V8, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           5            24
  CLUS_2           0            28
  CLUS_3          10            60
  CLUS_4          23           120
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED       15     17      6
  NF1 WILD-TYPE     73     85     74
D74V9, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1          15            73
  CLUS_2          17            85
  CLUS_3           6            74
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NF1 MUTATED        4     21      9      4
  NF1 WILD-TYPE     21     91     75     45
D74V10, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           4            21
  CLUS_2          21            91
  CLUS_3           9            75
  CLUS_4           4            45

Clustering(75) Variable = ANGPT1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED       14      6     10
  ANGPT1 WILD-TYPE     90     70     89
D75V1, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1             14               90
  CLUS_2              6               70
  CLUS_3             10               89
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED        4     18      8
  ANGPT1 WILD-TYPE     67     82    100
D75V2, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              4               67
  CLUS_2             18               82
  CLUS_3              8              100
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ANGPT1 MUTATED        6      3      1      3
  ANGPT1 WILD-TYPE     41     54     26     35
D75V3, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              6               41
  CLUS_2              3               54
  CLUS_3              1               26
  CLUS_4              3               35
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED        4      5      4
  ANGPT1 WILD-TYPE     63     54     39
D75V4, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              4               63
  CLUS_2              5               54
  CLUS_3              4               39
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED       10     10     10
  ANGPT1 WILD-TYPE     83     69     97
D75V5, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1             10               83
  CLUS_2             10               69
  CLUS_3             10               97
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED        7     14      9
  ANGPT1 WILD-TYPE     66    108     75
D75V6, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              7               66
  CLUS_2             14              108
  CLUS_3              9               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED        7     11     11
  ANGPT1 WILD-TYPE     61    106     74
D75V7, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              7               61
  CLUS_2             11              106
  CLUS_3             11               74
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ANGPT1 MUTATED        3      3      8     15
  ANGPT1 WILD-TYPE     26     25     62    128
D75V8, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              3               26
  CLUS_2              3               25
  CLUS_3              8               62
  CLUS_4             15              128
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED        9     11      9
  ANGPT1 WILD-TYPE     79     91     71
D75V9, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              9               79
  CLUS_2             11               91
  CLUS_3              9               71
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ANGPT1 MUTATED        3     10     10      6
  ANGPT1 WILD-TYPE     22    102     74     43
D75V10, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              3               22
  CLUS_2             10              102
  CLUS_3             10               74
  CLUS_4              6               43

Clustering(76) Variable = C18ORF26 MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED       10      2      5
  C18ORF26 WILD-TYPE     94     74     94
D76V1, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1               10                 94
  CLUS_2                2                 74
  CLUS_3                5                 94
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED        4      5      8
  C18ORF26 WILD-TYPE     67     95    100
D76V2, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                4                 67
  CLUS_2                5                 95
  CLUS_3                8                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C18ORF26 MUTATED        6      4      1      3
  C18ORF26 WILD-TYPE     41     53     26     35
D76V3, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                6                 41
  CLUS_2                4                 53
  CLUS_3                1                 26
  CLUS_4                3                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED        3      7      4
  C18ORF26 WILD-TYPE     64     52     39
D76V4, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                3                 64
  CLUS_2                7                 52
  CLUS_3                4                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED        3      7      7
  C18ORF26 WILD-TYPE     90     72    100
D76V5, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                3                 90
  CLUS_2                7                 72
  CLUS_3                7                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED        2     10      5
  C18ORF26 WILD-TYPE     71    112     79
D76V6, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                2                 71
  CLUS_2               10                112
  CLUS_3                5                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED        3      8      5
  C18ORF26 WILD-TYPE     65    109     80
D76V7, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                3                 65
  CLUS_2                8                109
  CLUS_3                5                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C18ORF26 MUTATED        0      4      3      9
  C18ORF26 WILD-TYPE     29     24     67    134
D76V8, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                0                 29
  CLUS_2                4                 24
  CLUS_3                3                 67
  CLUS_4                9                134
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED        2      9      5
  C18ORF26 WILD-TYPE     86     93     75
D76V9, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                2                 86
  CLUS_2                9                 93
  CLUS_3                5                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C18ORF26 MUTATED        0      8      3      5
  C18ORF26 WILD-TYPE     25    104     81     44
D76V10, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                0                 25
  CLUS_2                8                104
  CLUS_3                3                 81
  CLUS_4                5                 44

Clustering(77) Variable = STK31 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED       14      5     17
  STK31 WILD-TYPE     90     71     82
D77V1, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1            14              90
  CLUS_2             5              71
  CLUS_3            17              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED        3     15     18
  STK31 WILD-TYPE     68     85     90
D77V2, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             3              68
  CLUS_2            15              85
  CLUS_3            18              90
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STK31 MUTATED        6      8      2      9
  STK31 WILD-TYPE     41     49     25     29
D77V3, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             6              41
  CLUS_2             8              49
  CLUS_3             2              25
  CLUS_4             9              29
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED       10     11      4
  STK31 WILD-TYPE     57     48     39
D77V4, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1            10              57
  CLUS_2            11              48
  CLUS_3             4              39
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED        4     17     15
  STK31 WILD-TYPE     89     62     92
D77V5, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             4              89
  CLUS_2            17              62
  CLUS_3            15              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED        3     24      9
  STK31 WILD-TYPE     70     98     75
D77V6, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             3              70
  CLUS_2            24              98
  CLUS_3             9              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED       12     14      8
  STK31 WILD-TYPE     56    103     77
D77V7, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1            12              56
  CLUS_2            14             103
  CLUS_3             8              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STK31 MUTATED        4      1      9     20
  STK31 WILD-TYPE     25     27     61    123
D77V8, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             4              25
  CLUS_2             1              27
  CLUS_3             9              61
  CLUS_4            20             123
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED       12     14      8
  STK31 WILD-TYPE     76     88     72
D77V9, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1            12              76
  CLUS_2            14              88
  CLUS_3             8              72
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STK31 MUTATED        2     20     11      1
  STK31 WILD-TYPE     23     92     73     48
D77V10, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             2              23
  CLUS_2            20              92
  CLUS_3            11              73
  CLUS_4             1              48

Clustering(78) Variable = VSNL1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        2      0      2
  VSNL1 WILD-TYPE    102     76     97
D78V1, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             2             102
  CLUS_2             0              76
  CLUS_3             2              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        0      1      3
  VSNL1 WILD-TYPE     71     99    105
D78V2, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             0              71
  CLUS_2             1              99
  CLUS_3             3             105
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  VSNL1 MUTATED        2      0      1      0
  VSNL1 WILD-TYPE     45     57     26     38
D78V3, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             2              45
  CLUS_2             0              57
  CLUS_3             1              26
  CLUS_4             0              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        2      0      1
  VSNL1 WILD-TYPE     65     59     42
D78V4, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             2              65
  CLUS_2             0              59
  CLUS_3             1              42
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        0      2      2
  VSNL1 WILD-TYPE     93     77    105
D78V5, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             0              93
  CLUS_2             2              77
  CLUS_3             2             105
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        0      2      2
  VSNL1 WILD-TYPE     73    120     82
D78V6, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             0              73
  CLUS_2             2             120
  CLUS_3             2              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        2      2      0
  VSNL1 WILD-TYPE     66    115     85
D78V7, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             2              66
  CLUS_2             2             115
  CLUS_3             0              85
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  VSNL1 MUTATED        1      0      0      3
  VSNL1 WILD-TYPE     28     28     70    140
D78V8, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             1              28
  CLUS_2             0              28
  CLUS_3             0              70
  CLUS_4             3             140
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        1      3      0
  VSNL1 WILD-TYPE     87     99     80
D78V9, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             1              87
  CLUS_2             3              99
  CLUS_3             0              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  VSNL1 MUTATED        0      3      1      0
  VSNL1 WILD-TYPE     25    109     83     49
D78V10, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             3             109
  CLUS_3             1              83
  CLUS_4             0              49

Clustering(79) Variable = CRB1 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED       24      7     21
  CRB1 WILD-TYPE     80     69     78
D79V1, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1           24             80
  CLUS_2            7             69
  CLUS_3           21             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED       10     21     21
  CRB1 WILD-TYPE     61     79     87
D79V2, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1           10             61
  CLUS_2           21             79
  CLUS_3           21             87
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CRB1 MUTATED        8      8      8      8
  CRB1 WILD-TYPE     39     49     19     30
D79V3, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1            8             39
  CLUS_2            8             49
  CLUS_3            8             19
  CLUS_4            8             30
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED       14     10      8
  CRB1 WILD-TYPE     53     49     35
D79V4, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1           14             53
  CLUS_2           10             49
  CLUS_3            8             35
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED        9     18     25
  CRB1 WILD-TYPE     84     61     82
D79V5, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1            9             84
  CLUS_2           18             61
  CLUS_3           25             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED        6     25     21
  CRB1 WILD-TYPE     67     97     63
D79V6, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1            6             67
  CLUS_2           25             97
  CLUS_3           21             63
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED       13     26     10
  CRB1 WILD-TYPE     55     91     75
D79V7, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1           13             55
  CLUS_2           26             91
  CLUS_3           10             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CRB1 MUTATED        3      5      9     32
  CRB1 WILD-TYPE     26     23     61    111
D79V8, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1            3             26
  CLUS_2            5             23
  CLUS_3            9             61
  CLUS_4           32            111
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED       16     25      8
  CRB1 WILD-TYPE     72     77     72
D79V9, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1           16             72
  CLUS_2           25             77
  CLUS_3            8             72
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CRB1 MUTATED        2     26     11     10
  CRB1 WILD-TYPE     23     86     73     39
D79V10, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1            2             23
  CLUS_2           26             86
  CLUS_3           11             73
  CLUS_4           10             39

Clustering(80) Variable = PREX2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED       29     15     24
  PREX2 WILD-TYPE     75     61     75
D80V1, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            29              75
  CLUS_2            15              61
  CLUS_3            24              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED       11     36     21
  PREX2 WILD-TYPE     60     64     87
D80V2, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            11              60
  CLUS_2            36              64
  CLUS_3            21              87
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PREX2 MUTATED       12     12      8     11
  PREX2 WILD-TYPE     35     45     19     27
D80V3, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            12              35
  CLUS_2            12              45
  CLUS_3             8              19
  CLUS_4            11              27
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED       20     12     11
  PREX2 WILD-TYPE     47     47     32
D80V4, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            20              47
  CLUS_2            12              47
  CLUS_3            11              32
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED       20     26     22
  PREX2 WILD-TYPE     73     53     85
D80V5, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            20              73
  CLUS_2            26              53
  CLUS_3            22              85
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED       14     34     20
  PREX2 WILD-TYPE     59     88     64
D80V6, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            14              59
  CLUS_2            34              88
  CLUS_3            20              64
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED       18     27     18
  PREX2 WILD-TYPE     50     90     67
D80V7, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            18              50
  CLUS_2            27              90
  CLUS_3            18              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PREX2 MUTATED        9      7     10     37
  PREX2 WILD-TYPE     20     21     60    106
D80V8, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1             9              20
  CLUS_2             7              21
  CLUS_3            10              60
  CLUS_4            37             106
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED       20     26     17
  PREX2 WILD-TYPE     68     76     63
D80V9, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            20              68
  CLUS_2            26              76
  CLUS_3            17              63
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PREX2 MUTATED        8     33     12     10
  PREX2 WILD-TYPE     17     79     72     39
D80V10, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1             8              17
  CLUS_2            33              79
  CLUS_3            12              72
  CLUS_4            10              39

Clustering(81) Variable = COPG2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  COPG2 MUTATED        3      1      5
  COPG2 WILD-TYPE    101     75     94
D81V1, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             3             101
  CLUS_2             1              75
  CLUS_3             5              94
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  COPG2 MUTATED        1      5      3
  COPG2 WILD-TYPE     70     95    105
D81V2, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             1              70
  CLUS_2             5              95
  CLUS_3             3             105
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COPG2 MUTATED        2      2      1      0
  COPG2 WILD-TYPE     45     55     26     38
D81V3, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             2              45
  CLUS_2             2              55
  CLUS_3             1              26
  CLUS_4             0              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  COPG2 MUTATED        2      1      2
  COPG2 WILD-TYPE     65     58     41
D81V4, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             2              65
  CLUS_2             1              58
  CLUS_3             2              41
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  COPG2 MUTATED        4      2      3
  COPG2 WILD-TYPE     89     77    104
D81V5, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             4              89
  CLUS_2             2              77
  CLUS_3             3             104
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  COPG2 MUTATED        3      3      3
  COPG2 WILD-TYPE     70    119     81
D81V6, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             3              70
  CLUS_2             3             119
  CLUS_3             3              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  COPG2 MUTATED        3      5      1
  COPG2 WILD-TYPE     65    112     84
D81V7, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             3              65
  CLUS_2             5             112
  CLUS_3             1              84
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COPG2 MUTATED        0      1      4      4
  COPG2 WILD-TYPE     29     27     66    139
D81V8, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             0              29
  CLUS_2             1              27
  CLUS_3             4              66
  CLUS_4             4             139
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  COPG2 MUTATED        3      5      1
  COPG2 WILD-TYPE     85     97     79
D81V9, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             3              85
  CLUS_2             5              97
  CLUS_3             1              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COPG2 MUTATED        0      4      4      1
  COPG2 WILD-TYPE     25    108     80     48
D81V10, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             4             108
  CLUS_3             4              80
  CLUS_4             1              48

Clustering(82) Variable = SPANXN5 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        2      1      5
  SPANXN5 WILD-TYPE    102     75     94
D82V1, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               2               102
  CLUS_2               1                75
  CLUS_3               5                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        0      3      5
  SPANXN5 WILD-TYPE     71     97    103
D82V2, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               0                71
  CLUS_2               3                97
  CLUS_3               5               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SPANXN5 MUTATED        2      0      1      1
  SPANXN5 WILD-TYPE     45     57     26     37
D82V3, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               2                45
  CLUS_2               0                57
  CLUS_3               1                26
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        1      1      2
  SPANXN5 WILD-TYPE     66     58     41
D82V4, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               1                66
  CLUS_2               1                58
  CLUS_3               2                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        2      3      3
  SPANXN5 WILD-TYPE     91     76    104
D82V5, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               2                91
  CLUS_2               3                76
  CLUS_3               3               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        1      5      2
  SPANXN5 WILD-TYPE     72    117     82
D82V6, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               1                72
  CLUS_2               5               117
  CLUS_3               2                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        1      3      4
  SPANXN5 WILD-TYPE     67    114     81
D82V7, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               1                67
  CLUS_2               3               114
  CLUS_3               4                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SPANXN5 MUTATED        0      1      2      5
  SPANXN5 WILD-TYPE     29     27     68    138
D82V8, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               0                29
  CLUS_2               1                27
  CLUS_3               2                68
  CLUS_4               5               138
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        1      4      3
  SPANXN5 WILD-TYPE     87     98     77
D82V9, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               1                87
  CLUS_2               4                98
  CLUS_3               3                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SPANXN5 MUTATED        0      4      2      2
  SPANXN5 WILD-TYPE     25    108     82     47
D82V10, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               0                25
  CLUS_2               4               108
  CLUS_3               2                82
  CLUS_4               2                47

Clustering(83) Variable = NMS MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        3      3      7
  NMS WILD-TYPE    101     73     92
D83V1, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           3           101
  CLUS_2           3            73
  CLUS_3           7            92
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        1      5      7
  NMS WILD-TYPE     70     95    101
D83V2, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           1            70
  CLUS_2           5            95
  CLUS_3           7           101
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NMS MUTATED        4      1      2      3
  NMS WILD-TYPE     43     56     25     35
D83V3, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           4            43
  CLUS_2           1            56
  CLUS_3           2            25
  CLUS_4           3            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        4      4      2
  NMS WILD-TYPE     63     55     41
D83V4, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           4            63
  CLUS_2           4            55
  CLUS_3           2            41
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        2      9      2
  NMS WILD-TYPE     91     70    105
D83V5, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           2            91
  CLUS_2           9            70
  CLUS_3           2           105
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        2      8      3
  NMS WILD-TYPE     71    114     81
D83V6, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           2            71
  CLUS_2           8           114
  CLUS_3           3            81
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        3      5      5
  NMS WILD-TYPE     65    112     80
D83V7, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           3            65
  CLUS_2           5           112
  CLUS_3           5            80
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NMS MUTATED        1      0      3      9
  NMS WILD-TYPE     28     28     67    134
D83V8, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           1            28
  CLUS_2           0            28
  CLUS_3           3            67
  CLUS_4           9           134
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        5      5      3
  NMS WILD-TYPE     83     97     77
D83V9, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           5            83
  CLUS_2           5            97
  CLUS_3           3            77
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NMS MUTATED        1      7      3      2
  NMS WILD-TYPE     24    105     81     47
D83V10, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           1            24
  CLUS_2           7           105
  CLUS_3           3            81
  CLUS_4           2            47

Clustering(84) Variable = RERG MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        6      1      4
  RERG WILD-TYPE     98     75     95
D84V1, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            6             98
  CLUS_2            1             75
  CLUS_3            4             95
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        2      4      5
  RERG WILD-TYPE     69     96    103
D84V2, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            2             69
  CLUS_2            4             96
  CLUS_3            5            103
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RERG MUTATED        1      3      1      3
  RERG WILD-TYPE     46     54     26     35
D84V3, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            1             46
  CLUS_2            3             54
  CLUS_3            1             26
  CLUS_4            3             35
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        5      3      0
  RERG WILD-TYPE     62     56     43
D84V4, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            5             62
  CLUS_2            3             56
  CLUS_3            0             43
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        4      4      3
  RERG WILD-TYPE     89     75    104
D84V5, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            4             89
  CLUS_2            4             75
  CLUS_3            3            104
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        3      6      2
  RERG WILD-TYPE     70    116     82
D84V6, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            3             70
  CLUS_2            6            116
  CLUS_3            2             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        0      8      3
  RERG WILD-TYPE     68    109     82
D84V7, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            0             68
  CLUS_2            8            109
  CLUS_3            3             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RERG MUTATED        0      1      2      8
  RERG WILD-TYPE     29     27     68    135
D84V8, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            0             29
  CLUS_2            1             27
  CLUS_3            2             68
  CLUS_4            8            135
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        1      7      3
  RERG WILD-TYPE     87     95     77
D84V9, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            1             87
  CLUS_2            7             95
  CLUS_3            3             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RERG MUTATED        0      8      3      0
  RERG WILD-TYPE     25    104     81     49
D84V10, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            0             25
  CLUS_2            8            104
  CLUS_3            3             81
  CLUS_4            0             49

Clustering(85) Variable = GLYATL2 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED        5      7     13
  GLYATL2 WILD-TYPE     99     69     86
D85V1, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               5                99
  CLUS_2               7                69
  CLUS_3              13                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED        2     12     11
  GLYATL2 WILD-TYPE     69     88     97
D85V2, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               2                69
  CLUS_2              12                88
  CLUS_3              11                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GLYATL2 MUTATED        5      4      2      2
  GLYATL2 WILD-TYPE     42     53     25     36
D85V3, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               5                42
  CLUS_2               4                53
  CLUS_3               2                25
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED        4      7      2
  GLYATL2 WILD-TYPE     63     52     41
D85V4, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               4                63
  CLUS_2               7                52
  CLUS_3               2                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED        8     11      6
  GLYATL2 WILD-TYPE     85     68    101
D85V5, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               8                85
  CLUS_2              11                68
  CLUS_3               6               101
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED        6     15      4
  GLYATL2 WILD-TYPE     67    107     80
D85V6, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               6                67
  CLUS_2              15               107
  CLUS_3               4                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED        9      8      6
  GLYATL2 WILD-TYPE     59    109     79
D85V7, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               9                59
  CLUS_2               8               109
  CLUS_3               6                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GLYATL2 MUTATED        2      1      8     12
  GLYATL2 WILD-TYPE     27     27     62    131
D85V8, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               2                27
  CLUS_2               1                27
  CLUS_3               8                62
  CLUS_4              12               131
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED       12      5      6
  GLYATL2 WILD-TYPE     76     97     74
D85V9, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1              12                76
  CLUS_2               5                97
  CLUS_3               6                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GLYATL2 MUTATED        2      8     10      3
  GLYATL2 WILD-TYPE     23    104     74     46
D85V10, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               2                23
  CLUS_2               8               104
  CLUS_3              10                74
  CLUS_4               3                46

Clustering(86) Variable = POTEG MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED       16      4     11
  POTEG WILD-TYPE     88     72     88
D86V1, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1            16              88
  CLUS_2             4              72
  CLUS_3            11              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED        8     17      6
  POTEG WILD-TYPE     63     83    102
D86V2, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             8              63
  CLUS_2            17              83
  CLUS_3             6             102
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  POTEG MUTATED        3      5      2      7
  POTEG WILD-TYPE     44     52     25     31
D86V3, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             3              44
  CLUS_2             5              52
  CLUS_3             2              25
  CLUS_4             7              31
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED        4      9      4
  POTEG WILD-TYPE     63     50     39
D86V4, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             4              63
  CLUS_2             9              50
  CLUS_3             4              39
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED       10      6     15
  POTEG WILD-TYPE     83     73     92
D86V5, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1            10              83
  CLUS_2             6              73
  CLUS_3            15              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED        8      9     14
  POTEG WILD-TYPE     65    113     70
D86V6, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             8              65
  CLUS_2             9             113
  CLUS_3            14              70
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED        4     17      9
  POTEG WILD-TYPE     64    100     76
D86V7, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             4              64
  CLUS_2            17             100
  CLUS_3             9              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  POTEG MUTATED        1      2      6     21
  POTEG WILD-TYPE     28     26     64    122
D86V8, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             1              28
  CLUS_2             2              26
  CLUS_3             6              64
  CLUS_4            21             122
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED        5     16      9
  POTEG WILD-TYPE     83     86     71
D86V9, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             5              83
  CLUS_2            16              86
  CLUS_3             9              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  POTEG MUTATED        1     16      7      6
  POTEG WILD-TYPE     24     96     77     43
D86V10, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             1              24
  CLUS_2            16              96
  CLUS_3             7              77
  CLUS_4             6              43

Clustering(87) Variable = AREG MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        3      1      3
  AREG WILD-TYPE    101     75     96
D87V1, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            3            101
  CLUS_2            1             75
  CLUS_3            3             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        2      2      3
  AREG WILD-TYPE     69     98    105
D87V2, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            2             69
  CLUS_2            2             98
  CLUS_3            3            105
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  AREG MUTATED        1      1      1      2
  AREG WILD-TYPE     46     56     26     36
D87V3, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            1             46
  CLUS_2            1             56
  CLUS_3            1             26
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        2      2      1
  AREG WILD-TYPE     65     57     42
D87V4, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            2             65
  CLUS_2            2             57
  CLUS_3            1             42
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        3      2      2
  AREG WILD-TYPE     90     77    105
D87V5, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            3             90
  CLUS_2            2             77
  CLUS_3            2            105
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        3      4      0
  AREG WILD-TYPE     70    118     84
D87V6, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            3             70
  CLUS_2            4            118
  CLUS_3            0             84
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        1      3      3
  AREG WILD-TYPE     67    114     82
D87V7, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            1             67
  CLUS_2            3            114
  CLUS_3            3             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  AREG MUTATED        0      1      3      3
  AREG WILD-TYPE     29     27     67    140
D87V8, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            0             29
  CLUS_2            1             27
  CLUS_3            3             67
  CLUS_4            3            140
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        3      1      3
  AREG WILD-TYPE     85    101     77
D87V9, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            3             85
  CLUS_2            1            101
  CLUS_3            3             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  AREG MUTATED        0      3      3      1
  AREG WILD-TYPE     25    109     81     48
D87V10, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            0             25
  CLUS_2            3            109
  CLUS_3            3             81
  CLUS_4            1             48

Clustering(88) Variable = ACD MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        1      4      5
  ACD WILD-TYPE    103     72     94
D88V1, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           1           103
  CLUS_2           4            72
  CLUS_3           5            94
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        3      3      4
  ACD WILD-TYPE     68     97    104
D88V2, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           3            68
  CLUS_2           3            97
  CLUS_3           4           104
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACD MUTATED        3      3      1      1
  ACD WILD-TYPE     44     54     26     37
D88V3, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           3            44
  CLUS_2           3            54
  CLUS_3           1            26
  CLUS_4           1            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        2      5      1
  ACD WILD-TYPE     65     54     42
D88V4, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           2            65
  CLUS_2           5            54
  CLUS_3           1            42
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        5      2      3
  ACD WILD-TYPE     88     77    104
D88V5, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           5            88
  CLUS_2           2            77
  CLUS_3           3           104
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        5      4      1
  ACD WILD-TYPE     68    118     83
D88V6, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           5            68
  CLUS_2           4           118
  CLUS_3           1            83
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        5      2      3
  ACD WILD-TYPE     63    115     82
D88V7, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           5            63
  CLUS_2           2           115
  CLUS_3           3            82
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACD MUTATED        0      0      6      4
  ACD WILD-TYPE     29     28     64    139
D88V8, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           0            29
  CLUS_2           0            28
  CLUS_3           6            64
  CLUS_4           4           139
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        4      3      3
  ACD WILD-TYPE     84     99     77
D88V9, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           4            84
  CLUS_2           3            99
  CLUS_3           3            77
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACD MUTATED        0      4      6      0
  ACD WILD-TYPE     25    108     78     49
D88V10, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           0            25
  CLUS_2           4           108
  CLUS_3           6            78
  CLUS_4           0            49

Clustering(89) Variable = STARD6 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        5      3      4
  STARD6 WILD-TYPE     99     73     95
D89V1, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              5               99
  CLUS_2              3               73
  CLUS_3              4               95
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        1      7      4
  STARD6 WILD-TYPE     70     93    104
D89V2, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              1               70
  CLUS_2              7               93
  CLUS_3              4              104
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STARD6 MUTATED        2      1      2      3
  STARD6 WILD-TYPE     45     56     25     35
D89V3, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              2               45
  CLUS_2              1               56
  CLUS_3              2               25
  CLUS_4              3               35
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        3      3      2
  STARD6 WILD-TYPE     64     56     41
D89V4, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              3               64
  CLUS_2              3               56
  CLUS_3              2               41
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        3      5      4
  STARD6 WILD-TYPE     90     74    103
D89V5, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              3               90
  CLUS_2              5               74
  CLUS_3              4              103
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        4      6      2
  STARD6 WILD-TYPE     69    116     82
D89V6, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              4               69
  CLUS_2              6              116
  CLUS_3              2               82
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        4      3      5
  STARD6 WILD-TYPE     64    114     80
D89V7, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              4               64
  CLUS_2              3              114
  CLUS_3              5               80
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STARD6 MUTATED        1      0      7      4
  STARD6 WILD-TYPE     28     28     63    139
D89V8, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              1               28
  CLUS_2              0               28
  CLUS_3              7               63
  CLUS_4              4              139
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        7      2      3
  STARD6 WILD-TYPE     81    100     77
D89V9, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              7               81
  CLUS_2              2              100
  CLUS_3              3               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STARD6 MUTATED        1      4      7      0
  STARD6 WILD-TYPE     24    108     77     49
D89V10, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              1               24
  CLUS_2              4              108
  CLUS_3              7               77
  CLUS_4              0               49

Clustering(90) Variable = FAM58A MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        2      0      3
  FAM58A WILD-TYPE    102     76     96
D90V1, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              2              102
  CLUS_2              0               76
  CLUS_3              3               96
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        1      1      3
  FAM58A WILD-TYPE     70     99    105
D90V2, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               70
  CLUS_2              1               99
  CLUS_3              3              105
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM58A MUTATED        1      1      1      1
  FAM58A WILD-TYPE     46     56     26     37
D90V3, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               46
  CLUS_2              1               56
  CLUS_3              1               26
  CLUS_4              1               37
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        3      1      0
  FAM58A WILD-TYPE     64     58     43
D90V4, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              3               64
  CLUS_2              1               58
  CLUS_3              0               43
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        0      3      2
  FAM58A WILD-TYPE     93     76    105
D90V5, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               93
  CLUS_2              3               76
  CLUS_3              2              105
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        0      3      2
  FAM58A WILD-TYPE     73    119     82
D90V6, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               73
  CLUS_2              3              119
  CLUS_3              2               82
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        1      2      2
  FAM58A WILD-TYPE     67    115     83
D90V7, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               67
  CLUS_2              2              115
  CLUS_3              2               83
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM58A MUTATED        0      0      0      5
  FAM58A WILD-TYPE     29     28     70    138
D90V8, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               29
  CLUS_2              0               28
  CLUS_3              0               70
  CLUS_4              5              138
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        1      4      0
  FAM58A WILD-TYPE     87     98     80
D90V9, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               87
  CLUS_2              4               98
  CLUS_3              0               80
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM58A MUTATED        0      4      0      1
  FAM58A WILD-TYPE     25    108     84     48
D90V10, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               25
  CLUS_2              4              108
  CLUS_3              0               84
  CLUS_4              1               48

Clustering(91) Variable = CDK4 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        3      1      3
  CDK4 WILD-TYPE    101     75     96
D91V1, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            3            101
  CLUS_2            1             75
  CLUS_3            3             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        3      1      3
  CDK4 WILD-TYPE     68     99    105
D91V2, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            3             68
  CLUS_2            1             99
  CLUS_3            3            105
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CDK4 MUTATED        2      0      2      0
  CDK4 WILD-TYPE     45     57     25     38
D91V3, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            2             45
  CLUS_2            0             57
  CLUS_3            2             25
  CLUS_4            0             38
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        1      1      2
  CDK4 WILD-TYPE     66     58     41
D91V4, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            1             66
  CLUS_2            1             58
  CLUS_3            2             41
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        2      2      3
  CDK4 WILD-TYPE     91     77    104
D91V5, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            2             91
  CLUS_2            2             77
  CLUS_3            3            104
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        2      2      3
  CDK4 WILD-TYPE     71    120     81
D91V6, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            2             71
  CLUS_2            2            120
  CLUS_3            3             81
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        2      1      3
  CDK4 WILD-TYPE     66    116     82
D91V7, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            2             66
  CLUS_2            1            116
  CLUS_3            3             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CDK4 MUTATED        1      0      3      2
  CDK4 WILD-TYPE     28     28     67    141
D91V8, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            1             28
  CLUS_2            0             28
  CLUS_3            3             67
  CLUS_4            2            141
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        2      2      2
  CDK4 WILD-TYPE     86    100     78
D91V9, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            2             86
  CLUS_2            2            100
  CLUS_3            2             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CDK4 MUTATED        1      1      3      1
  CDK4 WILD-TYPE     24    111     81     48
D91V10, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            1             24
  CLUS_2            1            111
  CLUS_3            3             81
  CLUS_4            1             48

Clustering(92) Variable = PRSS48 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        5      0      1
  PRSS48 WILD-TYPE     99     76     98
D92V1, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              5               99
  CLUS_2              0               76
  CLUS_3              1               98
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        2      3      1
  PRSS48 WILD-TYPE     69     97    107
D92V2, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              2               69
  CLUS_2              3               97
  CLUS_3              1              107
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PRSS48 MUTATED        0      1      1      2
  PRSS48 WILD-TYPE     47     56     26     36
D92V3, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              0               47
  CLUS_2              1               56
  CLUS_3              1               26
  CLUS_4              2               36
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        3      0      1
  PRSS48 WILD-TYPE     64     59     42
D92V4, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              3               64
  CLUS_2              0               59
  CLUS_3              1               42
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        0      0      6
  PRSS48 WILD-TYPE     93     79    101
D92V5, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              0               93
  CLUS_2              0               79
  CLUS_3              6              101
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        0      1      5
  PRSS48 WILD-TYPE     73    121     79
D92V6, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              0               73
  CLUS_2              1              121
  CLUS_3              5               79
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        1      4      1
  PRSS48 WILD-TYPE     67    113     84
D92V7, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              1               67
  CLUS_2              4              113
  CLUS_3              1               84
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PRSS48 MUTATED        0      0      1      5
  PRSS48 WILD-TYPE     29     28     69    138
D92V8, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              0               29
  CLUS_2              0               28
  CLUS_3              1               69
  CLUS_4              5              138
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        1      5      0
  PRSS48 WILD-TYPE     87     97     80
D92V9, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              1               87
  CLUS_2              5               97
  CLUS_3              0               80
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PRSS48 MUTATED        0      4      0      2
  PRSS48 WILD-TYPE     25    108     84     47
D92V10, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              0               25
  CLUS_2              4              108
  CLUS_3              0               84
  CLUS_4              2               47

Clustering(93) Variable = TBC1D3B MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        2      0      3
  TBC1D3B WILD-TYPE    102     76     96
D93V1, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               2               102
  CLUS_2               0                76
  CLUS_3               3                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        1      1      3
  TBC1D3B WILD-TYPE     70     99    105
D93V2, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                70
  CLUS_2               1                99
  CLUS_3               3               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TBC1D3B MUTATED        2      0      0      2
  TBC1D3B WILD-TYPE     45     57     27     36
D93V3, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               2                45
  CLUS_2               0                57
  CLUS_3               0                27
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        0      2      2
  TBC1D3B WILD-TYPE     67     57     41
D93V4, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               0                67
  CLUS_2               2                57
  CLUS_3               2                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        1      2      2
  TBC1D3B WILD-TYPE     92     77    105
D93V5, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                92
  CLUS_2               2                77
  CLUS_3               2               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        1      3      1
  TBC1D3B WILD-TYPE     72    119     83
D93V6, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                72
  CLUS_2               3               119
  CLUS_3               1                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        1      3      1
  TBC1D3B WILD-TYPE     67    114     84
D93V7, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                67
  CLUS_2               3               114
  CLUS_3               1                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TBC1D3B MUTATED        1      0      1      3
  TBC1D3B WILD-TYPE     28     28     69    140
D93V8, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                28
  CLUS_2               0                28
  CLUS_3               1                69
  CLUS_4               3               140
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        1      2      2
  TBC1D3B WILD-TYPE     87    100     78
D93V9, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                87
  CLUS_2               2               100
  CLUS_3               2                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TBC1D3B MUTATED        1      2      1      1
  TBC1D3B WILD-TYPE     24    110     83     48
D93V10, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                24
  CLUS_2               2               110
  CLUS_3               1                83
  CLUS_4               1                48

Clustering(94) Variable = COL4A4 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED       27     14     31
  COL4A4 WILD-TYPE     77     62     68
D94V1, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             27               77
  CLUS_2             14               62
  CLUS_3             31               68
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED       12     28     32
  COL4A4 WILD-TYPE     59     72     76
D94V2, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             12               59
  CLUS_2             28               72
  CLUS_3             32               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL4A4 MUTATED       14     12      6     11
  COL4A4 WILD-TYPE     33     45     21     27
D94V3, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             14               33
  CLUS_2             12               45
  CLUS_3              6               21
  CLUS_4             11               27
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED       16     18      9
  COL4A4 WILD-TYPE     51     41     34
D94V4, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             16               51
  CLUS_2             18               41
  CLUS_3              9               34
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED       20     28     24
  COL4A4 WILD-TYPE     73     51     83
D94V5, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             20               73
  CLUS_2             28               51
  CLUS_3             24               83
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED       14     42     16
  COL4A4 WILD-TYPE     59     80     68
D94V6, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             14               59
  CLUS_2             42               80
  CLUS_3             16               68
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED       21     33     17
  COL4A4 WILD-TYPE     47     84     68
D94V7, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             21               47
  CLUS_2             33               84
  CLUS_3             17               68
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL4A4 MUTATED        8      7     16     40
  COL4A4 WILD-TYPE     21     21     54    103
D94V8, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1              8               21
  CLUS_2              7               21
  CLUS_3             16               54
  CLUS_4             40              103
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED       25     30     16
  COL4A4 WILD-TYPE     63     72     64
D94V9, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             25               63
  CLUS_2             30               72
  CLUS_3             16               64
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL4A4 MUTATED        5     36     22      8
  COL4A4 WILD-TYPE     20     76     62     41
D94V10, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1              5               20
  CLUS_2             36               76
  CLUS_3             22               62
  CLUS_4              8               41

Clustering(95) Variable = LPAR1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        6      1      6
  LPAR1 WILD-TYPE     98     75     93
D95V1, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             6              98
  CLUS_2             1              75
  CLUS_3             6              93
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        0      6      7
  LPAR1 WILD-TYPE     71     94    101
D95V2, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             0              71
  CLUS_2             6              94
  CLUS_3             7             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LPAR1 MUTATED        2      4      2      1
  LPAR1 WILD-TYPE     45     53     25     37
D95V3, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             2              45
  CLUS_2             4              53
  CLUS_3             2              25
  CLUS_4             1              37
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        3      5      1
  LPAR1 WILD-TYPE     64     54     42
D95V4, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             3              64
  CLUS_2             5              54
  CLUS_3             1              42
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        1      5      7
  LPAR1 WILD-TYPE     92     74    100
D95V5, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             1              92
  CLUS_2             5              74
  CLUS_3             7             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        1      7      5
  LPAR1 WILD-TYPE     72    115     79
D95V6, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             1              72
  CLUS_2             7             115
  CLUS_3             5              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        4      5      3
  LPAR1 WILD-TYPE     64    112     82
D95V7, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             4              64
  CLUS_2             5             112
  CLUS_3             3              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LPAR1 MUTATED        2      0      2      8
  LPAR1 WILD-TYPE     27     28     68    135
D95V8, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             2              27
  CLUS_2             0              28
  CLUS_3             2              68
  CLUS_4             8             135
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        4      6      2
  LPAR1 WILD-TYPE     84     96     78
D95V9, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             4              84
  CLUS_2             6              96
  CLUS_3             2              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LPAR1 MUTATED        2      6      2      2
  LPAR1 WILD-TYPE     23    106     82     47
D95V10, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             6             106
  CLUS_3             2              82
  CLUS_4             2              47

Clustering(96) Variable = GNAI2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        3      1      1
  GNAI2 WILD-TYPE    101     75     98
D96V1, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             3             101
  CLUS_2             1              75
  CLUS_3             1              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        1      3      1
  GNAI2 WILD-TYPE     70     97    107
D96V2, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             1              70
  CLUS_2             3              97
  CLUS_3             1             107
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GNAI2 MUTATED        2      0      0      1
  GNAI2 WILD-TYPE     45     57     27     37
D96V3, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             2              45
  CLUS_2             0              57
  CLUS_3             0              27
  CLUS_4             1              37
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        1      2      0
  GNAI2 WILD-TYPE     66     57     43
D96V4, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             1              66
  CLUS_2             2              57
  CLUS_3             0              43
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        2      1      2
  GNAI2 WILD-TYPE     91     78    105
D96V5, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             2              91
  CLUS_2             1              78
  CLUS_3             2             105
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        2      2      1
  GNAI2 WILD-TYPE     71    120     83
D96V6, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             2              71
  CLUS_2             2             120
  CLUS_3             1              83
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        2      1      2
  GNAI2 WILD-TYPE     66    116     83
D96V7, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             2              66
  CLUS_2             1             116
  CLUS_3             2              83
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GNAI2 MUTATED        0      0      3      2
  GNAI2 WILD-TYPE     29     28     67    141
D96V8, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             0              29
  CLUS_2             0              28
  CLUS_3             3              67
  CLUS_4             2             141
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        3      0      2
  GNAI2 WILD-TYPE     85    102     78
D96V9, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             3              85
  CLUS_2             0             102
  CLUS_3             2              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GNAI2 MUTATED        0      2      3      0
  GNAI2 WILD-TYPE     25    110     81     49
D96V10, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             2             110
  CLUS_3             3              81
  CLUS_4             0              49

Clustering(97) Variable = RPGRIP1 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED       13      1     11
  RPGRIP1 WILD-TYPE     91     75     88
D97V1, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1              13                91
  CLUS_2               1                75
  CLUS_3              11                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED        8      9      8
  RPGRIP1 WILD-TYPE     63     91    100
D97V2, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               8                63
  CLUS_2               9                91
  CLUS_3               8               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPGRIP1 MUTATED        6      4      3      1
  RPGRIP1 WILD-TYPE     41     53     24     37
D97V3, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               6                41
  CLUS_2               4                53
  CLUS_3               3                24
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED        6      3      5
  RPGRIP1 WILD-TYPE     61     56     38
D97V4, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               6                61
  CLUS_2               3                56
  CLUS_3               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED        4      6     15
  RPGRIP1 WILD-TYPE     89     73     92
D97V5, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               4                89
  CLUS_2               6                73
  CLUS_3              15                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED        3      9     13
  RPGRIP1 WILD-TYPE     70    113     71
D97V6, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               3                70
  CLUS_2               9               113
  CLUS_3              13                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED        4     15      6
  RPGRIP1 WILD-TYPE     64    102     79
D97V7, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               4                64
  CLUS_2              15               102
  CLUS_3               6                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPGRIP1 MUTATED        1      1      4     19
  RPGRIP1 WILD-TYPE     28     27     66    124
D97V8, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               1                28
  CLUS_2               1                27
  CLUS_3               4                66
  CLUS_4              19               124
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED        5     15      5
  RPGRIP1 WILD-TYPE     83     87     75
D97V9, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               5                83
  CLUS_2              15                87
  CLUS_3               5                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPGRIP1 MUTATED        0     17      4      4
  RPGRIP1 WILD-TYPE     25     95     80     45
D97V10, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               0                25
  CLUS_2              17                95
  CLUS_3               4                80
  CLUS_4               4                45

Clustering(98) Variable = PTPRT MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED       32     18     31
  PTPRT WILD-TYPE     72     58     68
D98V1, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            32              72
  CLUS_2            18              58
  CLUS_3            31              68
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED       16     37     28
  PTPRT WILD-TYPE     55     63     80
D98V2, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            16              55
  CLUS_2            37              63
  CLUS_3            28              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTPRT MUTATED       14     21      5     12
  PTPRT WILD-TYPE     33     36     22     26
D98V3, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            14              33
  CLUS_2            21              36
  CLUS_3             5              22
  CLUS_4            12              26
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED       21     21     10
  PTPRT WILD-TYPE     46     38     33
D98V4, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            21              46
  CLUS_2            21              38
  CLUS_3            10              33
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED       25     25     31
  PTPRT WILD-TYPE     68     54     76
D98V5, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            25              68
  CLUS_2            25              54
  CLUS_3            31              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED       21     39     21
  PTPRT WILD-TYPE     52     83     63
D98V6, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            21              52
  CLUS_2            39              83
  CLUS_3            21              63
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED       19     40     20
  PTPRT WILD-TYPE     49     77     65
D98V7, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            19              49
  CLUS_2            40              77
  CLUS_3            20              65
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTPRT MUTATED        7     10     17     45
  PTPRT WILD-TYPE     22     18     53     98
D98V8, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1             7              22
  CLUS_2            10              18
  CLUS_3            17              53
  CLUS_4            45              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED       27     34     18
  PTPRT WILD-TYPE     61     68     62
D98V9, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            27              61
  CLUS_2            34              68
  CLUS_3            18              62
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTPRT MUTATED        5     43     22      9
  PTPRT WILD-TYPE     20     69     62     40
D98V10, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1             5              20
  CLUS_2            43              69
  CLUS_3            22              62
  CLUS_4             9              40

Clustering(99) Variable = PDE1A MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED       15      6     18
  PDE1A WILD-TYPE     89     70     81
D99V1, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1            15              89
  CLUS_2             6              70
  CLUS_3            18              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED        8     17     14
  PDE1A WILD-TYPE     63     83     94
D99V2, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             8              63
  CLUS_2            17              83
  CLUS_3            14              94
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PDE1A MUTATED        7      8      6      7
  PDE1A WILD-TYPE     40     49     21     31
D99V3, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             7              40
  CLUS_2             8              49
  CLUS_3             6              21
  CLUS_4             7              31
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED       12      8      8
  PDE1A WILD-TYPE     55     51     35
D99V4, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1            12              55
  CLUS_2             8              51
  CLUS_3             8              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED        6     15     18
  PDE1A WILD-TYPE     87     64     89
D99V5, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             6              87
  CLUS_2            15              64
  CLUS_3            18              89
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED        5     20     14
  PDE1A WILD-TYPE     68    102     70
D99V6, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             5              68
  CLUS_2            20             102
  CLUS_3            14              70
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED        8     20     10
  PDE1A WILD-TYPE     60     97     75
D99V7, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             8              60
  CLUS_2            20              97
  CLUS_3            10              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PDE1A MUTATED        4      5      5     24
  PDE1A WILD-TYPE     25     23     65    119
D99V8, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             4              25
  CLUS_2             5              23
  CLUS_3             5              65
  CLUS_4            24             119
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED        7     20     11
  PDE1A WILD-TYPE     81     82     69
D99V9, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             7              81
  CLUS_2            20              82
  CLUS_3            11              69
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PDE1A MUTATED        4     20      7      7
  PDE1A WILD-TYPE     21     92     77     42
D99V10, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             4              21
  CLUS_2            20              92
  CLUS_3             7              77
  CLUS_4             7              42

Clustering(100) Variable = KIAA2022 MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED       18     13     23
  KIAA2022 WILD-TYPE     86     63     76
D100V1, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               18                 86
  CLUS_2               13                 63
  CLUS_3               23                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED        9     25     20
  KIAA2022 WILD-TYPE     62     75     88
D100V2, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                9                 62
  CLUS_2               25                 75
  CLUS_3               20                 88
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KIAA2022 MUTATED        7      8      5     10
  KIAA2022 WILD-TYPE     40     49     22     28
D100V3, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                7                 40
  CLUS_2                8                 49
  CLUS_3                5                 22
  CLUS_4               10                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED       13     12      5
  KIAA2022 WILD-TYPE     54     47     38
D100V4, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               13                 54
  CLUS_2               12                 47
  CLUS_3                5                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED       14     20     20
  KIAA2022 WILD-TYPE     79     59     87
D100V5, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               14                 79
  CLUS_2               20                 59
  CLUS_3               20                 87
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED       11     24     19
  KIAA2022 WILD-TYPE     62     98     65
D100V6, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               11                 62
  CLUS_2               24                 98
  CLUS_3               19                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED       12     25     14
  KIAA2022 WILD-TYPE     56     92     71
D100V7, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               12                 56
  CLUS_2               25                 92
  CLUS_3               14                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KIAA2022 MUTATED        7      3     10     31
  KIAA2022 WILD-TYPE     22     25     60    112
D100V8, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                7                 22
  CLUS_2                3                 25
  CLUS_3               10                 60
  CLUS_4               31                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED       16     24     11
  KIAA2022 WILD-TYPE     72     78     69
D100V9, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               16                 72
  CLUS_2               24                 78
  CLUS_3               11                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KIAA2022 MUTATED        6     30     11      4
  KIAA2022 WILD-TYPE     19     82     73     45
D100V10, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                6                 19
  CLUS_2               30                 82
  CLUS_3               11                 73
  CLUS_4                4                 45

Clustering(101) Variable = HRNR MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED       25     11     20
  HRNR WILD-TYPE     79     65     79
D101V1, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           25             79
  CLUS_2           11             65
  CLUS_3           20             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED       10     25     21
  HRNR WILD-TYPE     61     75     87
D101V2, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           10             61
  CLUS_2           25             75
  CLUS_3           21             87
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  HRNR MUTATED        8     12      7     10
  HRNR WILD-TYPE     39     45     20     28
D101V3, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1            8             39
  CLUS_2           12             45
  CLUS_3            7             20
  CLUS_4           10             28
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED       12     15     10
  HRNR WILD-TYPE     55     44     33
D101V4, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           12             55
  CLUS_2           15             44
  CLUS_3           10             33
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED       15     15     26
  HRNR WILD-TYPE     78     64     81
D101V5, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           15             78
  CLUS_2           15             64
  CLUS_3           26             81
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED       11     24     21
  HRNR WILD-TYPE     62     98     63
D101V6, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           11             62
  CLUS_2           24             98
  CLUS_3           21             63
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED       17     26     12
  HRNR WILD-TYPE     51     91     73
D101V7, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           17             51
  CLUS_2           26             91
  CLUS_3           12             73
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  HRNR MUTATED        7      3     12     33
  HRNR WILD-TYPE     22     25     58    110
D101V8, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1            7             22
  CLUS_2            3             25
  CLUS_3           12             58
  CLUS_4           33            110
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED       20     23     12
  HRNR WILD-TYPE     68     79     68
D101V9, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           20             68
  CLUS_2           23             79
  CLUS_3           12             68
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  HRNR MUTATED        5     28     15      7
  HRNR WILD-TYPE     20     84     69     42
D101V10, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1            5             20
  CLUS_2           28             84
  CLUS_3           15             69
  CLUS_4            7             42

Clustering(102) Variable = EIF3D MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        2      1      1
  EIF3D WILD-TYPE    102     75     98
D102V1, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             2             102
  CLUS_2             1              75
  CLUS_3             1              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        1      2      1
  EIF3D WILD-TYPE     70     98    107
D102V2, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              70
  CLUS_2             2              98
  CLUS_3             1             107
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  EIF3D MUTATED        0      1      0      2
  EIF3D WILD-TYPE     47     56     27     36
D102V3, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              47
  CLUS_2             1              56
  CLUS_3             0              27
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        1      2      0
  EIF3D WILD-TYPE     66     57     43
D102V4, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              66
  CLUS_2             2              57
  CLUS_3             0              43
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        1      1      2
  EIF3D WILD-TYPE     92     78    105
D102V5, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              92
  CLUS_2             1              78
  CLUS_3             2             105
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        1      1      2
  EIF3D WILD-TYPE     72    121     82
D102V6, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              72
  CLUS_2             1             121
  CLUS_3             2              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        0      3      1
  EIF3D WILD-TYPE     68    114     84
D102V7, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              68
  CLUS_2             3             114
  CLUS_3             1              84
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  EIF3D MUTATED        0      0      0      4
  EIF3D WILD-TYPE     29     28     70    139
D102V8, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              29
  CLUS_2             0              28
  CLUS_3             0              70
  CLUS_4             4             139
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        0      3      1
  EIF3D WILD-TYPE     88     99     79
D102V9, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              88
  CLUS_2             3              99
  CLUS_3             1              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  EIF3D MUTATED        0      3      0      1
  EIF3D WILD-TYPE     25    109     84     48
D102V10, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              25
  CLUS_2             3             109
  CLUS_3             0              84
  CLUS_4             1              48

Clustering(103) Variable = SLC15A2 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED       13      6     13
  SLC15A2 WILD-TYPE     91     70     86
D103V1, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1              13                91
  CLUS_2               6                70
  CLUS_3              13                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED        6     14     12
  SLC15A2 WILD-TYPE     65     86     96
D103V2, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               6                65
  CLUS_2              14                86
  CLUS_3              12                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC15A2 MUTATED        7      6      5      5
  SLC15A2 WILD-TYPE     40     51     22     33
D103V3, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               7                40
  CLUS_2               6                51
  CLUS_3               5                22
  CLUS_4               5                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED       10      8      5
  SLC15A2 WILD-TYPE     57     51     38
D103V4, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1              10                57
  CLUS_2               8                51
  CLUS_3               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED        8     10     14
  SLC15A2 WILD-TYPE     85     69     93
D103V5, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               8                85
  CLUS_2              10                69
  CLUS_3              14                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED        6     14     12
  SLC15A2 WILD-TYPE     67    108     72
D103V6, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               6                67
  CLUS_2              14               108
  CLUS_3              12                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED        7     16      8
  SLC15A2 WILD-TYPE     61    101     77
D103V7, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               7                61
  CLUS_2              16               101
  CLUS_3               8                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC15A2 MUTATED        3      2      5     21
  SLC15A2 WILD-TYPE     26     26     65    122
D103V8, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               3                26
  CLUS_2               2                26
  CLUS_3               5                65
  CLUS_4              21               122
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED       10     14      7
  SLC15A2 WILD-TYPE     78     88     73
D103V9, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1              10                78
  CLUS_2              14                88
  CLUS_3               7                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC15A2 MUTATED        1     18      7      5
  SLC15A2 WILD-TYPE     24     94     77     44
D103V10, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               1                24
  CLUS_2              18                94
  CLUS_3               7                77
  CLUS_4               5                44

Clustering(104) Variable = ST6GAL2 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED       13     11     18
  ST6GAL2 WILD-TYPE     91     65     81
D104V1, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1              13                91
  CLUS_2              11                65
  CLUS_3              18                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED        7     20     15
  ST6GAL2 WILD-TYPE     64     80     93
D104V2, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               7                64
  CLUS_2              20                80
  CLUS_3              15                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ST6GAL2 MUTATED        8      7      1      4
  ST6GAL2 WILD-TYPE     39     50     26     34
D104V3, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               8                39
  CLUS_2               7                50
  CLUS_3               1                26
  CLUS_4               4                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED        6      9      5
  ST6GAL2 WILD-TYPE     61     50     38
D104V4, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               6                61
  CLUS_2               9                50
  CLUS_3               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED       15     12     15
  ST6GAL2 WILD-TYPE     78     67     92
D104V5, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1              15                78
  CLUS_2              12                67
  CLUS_3              15                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED       13     15     14
  ST6GAL2 WILD-TYPE     60    107     70
D104V6, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1              13                60
  CLUS_2              15               107
  CLUS_3              14                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED        9     15     15
  ST6GAL2 WILD-TYPE     59    102     70
D104V7, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               9                59
  CLUS_2              15               102
  CLUS_3              15                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ST6GAL2 MUTATED        2      2     13     22
  ST6GAL2 WILD-TYPE     27     26     57    121
D104V8, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               2                27
  CLUS_2               2                26
  CLUS_3              13                57
  CLUS_4              22               121
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED       11     13     15
  ST6GAL2 WILD-TYPE     77     89     65
D104V9, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1              11                77
  CLUS_2              13                89
  CLUS_3              15                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ST6GAL2 MUTATED        2     15     14      8
  ST6GAL2 WILD-TYPE     23     97     70     41
D104V10, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               2                23
  CLUS_2              15                97
  CLUS_3              14                70
  CLUS_4               8                41

Clustering(105) Variable = DNAJC5B MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        9      0      4
  DNAJC5B WILD-TYPE     95     76     95
D105V1, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               9                95
  CLUS_2               0                76
  CLUS_3               4                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        3      6      4
  DNAJC5B WILD-TYPE     68     94    104
D105V2, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               3                68
  CLUS_2               6                94
  CLUS_3               4               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DNAJC5B MUTATED        2      3      2      1
  DNAJC5B WILD-TYPE     45     54     25     37
D105V3, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               2                45
  CLUS_2               3                54
  CLUS_3               2                25
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        5      2      1
  DNAJC5B WILD-TYPE     62     57     42
D105V4, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               5                62
  CLUS_2               2                57
  CLUS_3               1                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        3      4      6
  DNAJC5B WILD-TYPE     90     75    101
D105V5, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               3                90
  CLUS_2               4                75
  CLUS_3               6               101
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        2      5      6
  DNAJC5B WILD-TYPE     71    117     78
D105V6, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               2                71
  CLUS_2               5               117
  CLUS_3               6                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        3     10      0
  DNAJC5B WILD-TYPE     65    107     85
D105V7, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               3                65
  CLUS_2              10               107
  CLUS_3               0                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DNAJC5B MUTATED        1      1      1     10
  DNAJC5B WILD-TYPE     28     27     69    133
D105V8, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               1                28
  CLUS_2               1                27
  CLUS_3               1                69
  CLUS_4              10               133
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        4      9      0
  DNAJC5B WILD-TYPE     84     93     80
D105V9, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               4                84
  CLUS_2               9                93
  CLUS_3               0                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DNAJC5B MUTATED        1     10      1      1
  DNAJC5B WILD-TYPE     24    102     83     48
D105V10, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               1                24
  CLUS_2              10               102
  CLUS_3               1                83
  CLUS_4               1                48

Clustering(106) Variable = TAF1A MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TAF1A MUTATED        7      3      4
  TAF1A WILD-TYPE     97     73     95
D106V1, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             7              97
  CLUS_2             3              73
  CLUS_3             4              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TAF1A MUTATED        4      5      5
  TAF1A WILD-TYPE     67     95    103
D106V2, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             4              67
  CLUS_2             5              95
  CLUS_3             5             103
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TAF1A MUTATED        4      3      1      3
  TAF1A WILD-TYPE     43     54     26     35
D106V3, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             4              43
  CLUS_2             3              54
  CLUS_3             1              26
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TAF1A MUTATED        7      2      2
  TAF1A WILD-TYPE     60     57     41
D106V4, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             7              60
  CLUS_2             2              57
  CLUS_3             2              41
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TAF1A MUTATED        5      4      5
  TAF1A WILD-TYPE     88     75    102
D106V5, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             5              88
  CLUS_2             4              75
  CLUS_3             5             102
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TAF1A MUTATED        3      6      5
  TAF1A WILD-TYPE     70    116     79
D106V6, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             3              70
  CLUS_2             6             116
  CLUS_3             5              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TAF1A MUTATED        3      9      2
  TAF1A WILD-TYPE     65    108     83
D106V7, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             3              65
  CLUS_2             9             108
  CLUS_3             2              83
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TAF1A MUTATED        1      2      3      8
  TAF1A WILD-TYPE     28     26     67    135
D106V8, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             1              28
  CLUS_2             2              26
  CLUS_3             3              67
  CLUS_4             8             135
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TAF1A MUTATED        3      9      2
  TAF1A WILD-TYPE     85     93     78
D106V9, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             3              85
  CLUS_2             9              93
  CLUS_3             2              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TAF1A MUTATED        1      6      3      4
  TAF1A WILD-TYPE     24    106     81     45
D106V10, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             1              24
  CLUS_2             6             106
  CLUS_3             3              81
  CLUS_4             4              45

Clustering(107) Variable = TRHDE MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED       15      9     23
  TRHDE WILD-TYPE     89     67     76
D107V1, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            15              89
  CLUS_2             9              67
  CLUS_3            23              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED        7     21     19
  TRHDE WILD-TYPE     64     79     89
D107V2, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             7              64
  CLUS_2            21              79
  CLUS_3            19              89
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TRHDE MUTATED       10      8      4     11
  TRHDE WILD-TYPE     37     49     23     27
D107V3, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            10              37
  CLUS_2             8              49
  CLUS_3             4              23
  CLUS_4            11              27
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED       14     10      9
  TRHDE WILD-TYPE     53     49     34
D107V4, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            14              53
  CLUS_2            10              49
  CLUS_3             9              34
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED       11     14     22
  TRHDE WILD-TYPE     82     65     85
D107V5, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            11              82
  CLUS_2            14              65
  CLUS_3            22              85
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED       10     24     13
  TRHDE WILD-TYPE     63     98     71
D107V6, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            10              63
  CLUS_2            24              98
  CLUS_3            13              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED       11     23     11
  TRHDE WILD-TYPE     57     94     74
D107V7, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            11              57
  CLUS_2            23              94
  CLUS_3            11              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TRHDE MUTATED        3      2     14     26
  TRHDE WILD-TYPE     26     26     56    117
D107V8, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             3              26
  CLUS_2             2              26
  CLUS_3            14              56
  CLUS_4            26             117
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED       16     20      9
  TRHDE WILD-TYPE     72     82     71
D107V9, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            16              72
  CLUS_2            20              82
  CLUS_3             9              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TRHDE MUTATED        2     25     15      3
  TRHDE WILD-TYPE     23     87     69     46
D107V10, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             2              23
  CLUS_2            25              87
  CLUS_3            15              69
  CLUS_4             3              46

Clustering(108) Variable = COL19A1 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED       16      6     14
  COL19A1 WILD-TYPE     88     70     85
D108V1, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1              16                88
  CLUS_2               6                70
  CLUS_3              14                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED        7     19     10
  COL19A1 WILD-TYPE     64     81     98
D108V2, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1               7                64
  CLUS_2              19                81
  CLUS_3              10                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL19A1 MUTATED       10      3      3      6
  COL19A1 WILD-TYPE     37     54     24     32
D108V3, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1              10                37
  CLUS_2               3                54
  CLUS_3               3                24
  CLUS_4               6                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED        6     10      6
  COL19A1 WILD-TYPE     61     49     37
D108V4, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1               6                61
  CLUS_2              10                49
  CLUS_3               6                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED       10     11     15
  COL19A1 WILD-TYPE     83     68     92
D108V5, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1              10                83
  CLUS_2              11                68
  CLUS_3              15                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED       10     15     11
  COL19A1 WILD-TYPE     63    107     73
D108V6, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1              10                63
  CLUS_2              15               107
  CLUS_3              11                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED        7     17     10
  COL19A1 WILD-TYPE     61    100     75
D108V7, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1               7                61
  CLUS_2              17               100
  CLUS_3              10                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL19A1 MUTATED        2      3     10     19
  COL19A1 WILD-TYPE     27     25     60    124
D108V8, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1               2                27
  CLUS_2               3                25
  CLUS_3              10                60
  CLUS_4              19               124
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED        9     16      9
  COL19A1 WILD-TYPE     79     86     71
D108V9, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1               9                79
  CLUS_2              16                86
  CLUS_3               9                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL19A1 MUTATED        1     15     12      6
  COL19A1 WILD-TYPE     24     97     72     43
D108V10, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1               1                24
  CLUS_2              15                97
  CLUS_3              12                72
  CLUS_4               6                43

Clustering(109) Variable = OR4K1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED       10      7     13
  OR4K1 WILD-TYPE     94     69     86
D109V1, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1            10              94
  CLUS_2             7              69
  CLUS_3            13              86
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED        9     12      9
  OR4K1 WILD-TYPE     62     88     99
D109V2, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             9              62
  CLUS_2            12              88
  CLUS_3             9              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4K1 MUTATED        5      5      1      8
  OR4K1 WILD-TYPE     42     52     26     30
D109V3, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             5              42
  CLUS_2             5              52
  CLUS_3             1              26
  CLUS_4             8              30
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED        8      8      3
  OR4K1 WILD-TYPE     59     51     40
D109V4, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             8              59
  CLUS_2             8              51
  CLUS_3             3              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED       11      8     11
  OR4K1 WILD-TYPE     82     71     96
D109V5, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1            11              82
  CLUS_2             8              71
  CLUS_3            11              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED       10     11      9
  OR4K1 WILD-TYPE     63    111     75
D109V6, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1            10              63
  CLUS_2            11             111
  CLUS_3             9              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED        6     10     12
  OR4K1 WILD-TYPE     62    107     73
D109V7, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             6              62
  CLUS_2            10             107
  CLUS_3            12              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4K1 MUTATED        5      1     10     12
  OR4K1 WILD-TYPE     24     27     60    131
D109V8, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             5              24
  CLUS_2             1              27
  CLUS_3            10              60
  CLUS_4            12             131
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED        9      9     10
  OR4K1 WILD-TYPE     79     93     70
D109V9, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             9              79
  CLUS_2             9              93
  CLUS_3            10              70
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4K1 MUTATED        4     10     11      3
  OR4K1 WILD-TYPE     21    102     73     46
D109V10, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             4              21
  CLUS_2            10             102
  CLUS_3            11              73
  CLUS_4             3              46

Clustering(110) Variable = FASLG MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        2      1      9
  FASLG WILD-TYPE    102     75     90
D110V1, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             2             102
  CLUS_2             1              75
  CLUS_3             9              90
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        1      7      4
  FASLG WILD-TYPE     70     93    104
D110V2, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             1              70
  CLUS_2             7              93
  CLUS_3             4             104
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FASLG MUTATED        2      5      0      3
  FASLG WILD-TYPE     45     52     27     35
D110V3, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             2              45
  CLUS_2             5              52
  CLUS_3             0              27
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        4      5      1
  FASLG WILD-TYPE     63     54     42
D110V4, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             4              63
  CLUS_2             5              54
  CLUS_3             1              42
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        2      3      7
  FASLG WILD-TYPE     91     76    100
D110V5, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             2              91
  CLUS_2             3              76
  CLUS_3             7             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        2      7      3
  FASLG WILD-TYPE     71    115     81
D110V6, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             2              71
  CLUS_2             7             115
  CLUS_3             3              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        5      4      2
  FASLG WILD-TYPE     63    113     83
D110V7, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             5              63
  CLUS_2             4             113
  CLUS_3             2              83
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FASLG MUTATED        1      0      5      5
  FASLG WILD-TYPE     28     28     65    138
D110V8, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             1              28
  CLUS_2             0              28
  CLUS_3             5              65
  CLUS_4             5             138
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        7      3      1
  FASLG WILD-TYPE     81     99     79
D110V9, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             7              81
  CLUS_2             3              99
  CLUS_3             1              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FASLG MUTATED        1      6      4      0
  FASLG WILD-TYPE     24    106     80     49
D110V10, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             1              24
  CLUS_2             6             106
  CLUS_3             4              80
  CLUS_4             0              49

Clustering(111) Variable = TMC5 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED       15     11     19
  TMC5 WILD-TYPE     89     65     80
D111V1, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1           15             89
  CLUS_2           11             65
  CLUS_3           19             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED        4     21     20
  TMC5 WILD-TYPE     67     79     88
D111V2, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            4             67
  CLUS_2           21             79
  CLUS_3           20             88
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMC5 MUTATED       10      8      2      7
  TMC5 WILD-TYPE     37     49     25     31
D111V3, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1           10             37
  CLUS_2            8             49
  CLUS_3            2             25
  CLUS_4            7             31
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED        8     11      8
  TMC5 WILD-TYPE     59     48     35
D111V4, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            8             59
  CLUS_2           11             48
  CLUS_3            8             35
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED        6     22     17
  TMC5 WILD-TYPE     87     57     90
D111V5, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            6             87
  CLUS_2           22             57
  CLUS_3           17             90
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED        5     27     13
  TMC5 WILD-TYPE     68     95     71
D111V6, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            5             68
  CLUS_2           27             95
  CLUS_3           13             71
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED        9     25      9
  TMC5 WILD-TYPE     59     92     76
D111V7, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            9             59
  CLUS_2           25             92
  CLUS_3            9             76
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMC5 MUTATED        3      0      8     32
  TMC5 WILD-TYPE     26     28     62    111
D111V8, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            3             26
  CLUS_2            0             28
  CLUS_3            8             62
  CLUS_4           32            111
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED       11     23      9
  TMC5 WILD-TYPE     77     79     71
D111V9, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1           11             77
  CLUS_2           23             79
  CLUS_3            9             71
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMC5 MUTATED        3     28      8      4
  TMC5 WILD-TYPE     22     84     76     45
D111V10, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            3             22
  CLUS_2           28             84
  CLUS_3            8             76
  CLUS_4            4             45

Clustering(112) Variable = NOP10 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        2      0      1
  NOP10 WILD-TYPE    102     76     98
D112V1, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             2             102
  CLUS_2             0              76
  CLUS_3             1              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        0      1      2
  NOP10 WILD-TYPE     71     99    106
D112V2, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             0              71
  CLUS_2             1              99
  CLUS_3             2             106
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NOP10 MUTATED        0      2      1      0
  NOP10 WILD-TYPE     47     55     26     38
D112V3, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             0              47
  CLUS_2             2              55
  CLUS_3             1              26
  CLUS_4             0              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        3      0      0
  NOP10 WILD-TYPE     64     59     43
D112V4, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             3              64
  CLUS_2             0              59
  CLUS_3             0              43
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        1      1      1
  NOP10 WILD-TYPE     92     78    106
D112V5, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             1              92
  CLUS_2             1              78
  CLUS_3             1             106
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        0      1      2
  NOP10 WILD-TYPE     73    121     82
D112V6, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             0              73
  CLUS_2             1             121
  CLUS_3             2              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        1      1      1
  NOP10 WILD-TYPE     67    116     84
D112V7, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             1              67
  CLUS_2             1             116
  CLUS_3             1              84
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NOP10 MUTATED        0      2      0      1
  NOP10 WILD-TYPE     29     26     70    142
D112V8, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             0              29
  CLUS_2             2              26
  CLUS_3             0              70
  CLUS_4             1             142
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        0      2      1
  NOP10 WILD-TYPE     88    100     79
D112V9, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             0              88
  CLUS_2             2             100
  CLUS_3             1              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NOP10 MUTATED        0      1      1      1
  NOP10 WILD-TYPE     25    111     83     48
D112V10, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             1             111
  CLUS_3             1              83
  CLUS_4             1              48

Clustering(113) Variable = CTNNB1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        3      6      5
  CTNNB1 WILD-TYPE    101     70     94
D113V1, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              3              101
  CLUS_2              6               70
  CLUS_3              5               94
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        4      6      4
  CTNNB1 WILD-TYPE     67     94    104
D113V2, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              4               67
  CLUS_2              6               94
  CLUS_3              4              104
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CTNNB1 MUTATED        1      5      0      2
  CTNNB1 WILD-TYPE     46     52     27     36
D113V3, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              1               46
  CLUS_2              5               52
  CLUS_3              0               27
  CLUS_4              2               36
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        2      3      3
  CTNNB1 WILD-TYPE     65     56     40
D113V4, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              2               65
  CLUS_2              3               56
  CLUS_3              3               40
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        4      2      8
  CTNNB1 WILD-TYPE     89     77     99
D113V5, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              4               89
  CLUS_2              2               77
  CLUS_3              8               99
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        4      4      6
  CTNNB1 WILD-TYPE     69    118     78
D113V6, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              4               69
  CLUS_2              4              118
  CLUS_3              6               78
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        5      5      3
  CTNNB1 WILD-TYPE     63    112     82
D113V7, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              5               63
  CLUS_2              5              112
  CLUS_3              3               82
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CTNNB1 MUTATED        2      0      4      7
  CTNNB1 WILD-TYPE     27     28     66    136
D113V8, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              2               27
  CLUS_2              0               28
  CLUS_3              4               66
  CLUS_4              7              136
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        5      5      3
  CTNNB1 WILD-TYPE     83     97     77
D113V9, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              5               83
  CLUS_2              5               97
  CLUS_3              3               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CTNNB1 MUTATED        2      6      5      0
  CTNNB1 WILD-TYPE     23    106     79     49
D113V10, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              6              106
  CLUS_3              5               79
  CLUS_4              0               49

Clustering(114) Variable = SNCAIP MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED       19     11     19
  SNCAIP WILD-TYPE     85     65     80
D114V1, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             19               85
  CLUS_2             11               65
  CLUS_3             19               80
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED       10     18     21
  SNCAIP WILD-TYPE     61     82     87
D114V2, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             10               61
  CLUS_2             18               82
  CLUS_3             21               87
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SNCAIP MUTATED       10      9      2      6
  SNCAIP WILD-TYPE     37     48     25     32
D114V3, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             10               37
  CLUS_2              9               48
  CLUS_3              2               25
  CLUS_4              6               32
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED       10     11      6
  SNCAIP WILD-TYPE     57     48     37
D114V4, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             10               57
  CLUS_2             11               48
  CLUS_3              6               37
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED       15     15     19
  SNCAIP WILD-TYPE     78     64     88
D114V5, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             15               78
  CLUS_2             15               64
  CLUS_3             19               88
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED       11     26     12
  SNCAIP WILD-TYPE     62     96     72
D114V6, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             11               62
  CLUS_2             26               96
  CLUS_3             12               72
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED       14     22     11
  SNCAIP WILD-TYPE     54     95     74
D114V7, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             14               54
  CLUS_2             22               95
  CLUS_3             11               74
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SNCAIP MUTATED        5      2     11     29
  SNCAIP WILD-TYPE     24     26     59    114
D114V8, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1              5               24
  CLUS_2              2               26
  CLUS_3             11               59
  CLUS_4             29              114
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED       17     20     10
  SNCAIP WILD-TYPE     71     82     70
D114V9, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             17               71
  CLUS_2             20               82
  CLUS_3             10               70
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SNCAIP MUTATED        5     25     12      5
  SNCAIP WILD-TYPE     20     87     72     44
D114V10, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1              5               20
  CLUS_2             25               87
  CLUS_3             12               72
  CLUS_4              5               44

Clustering(115) Variable = CD2 MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED       12      4      5
  CD2 WILD-TYPE     92     72     94
D115V1, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1          12            92
  CLUS_2           4            72
  CLUS_3           5            94
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED        3     12      6
  CD2 WILD-TYPE     68     88    102
D115V2, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           3            68
  CLUS_2          12            88
  CLUS_3           6           102
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CD2 MUTATED        4      5      0      3
  CD2 WILD-TYPE     43     52     27     35
D115V3, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           4            43
  CLUS_2           5            52
  CLUS_3           0            27
  CLUS_4           3            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED        6      4      2
  CD2 WILD-TYPE     61     55     41
D115V4, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           6            61
  CLUS_2           4            55
  CLUS_3           2            41
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED        8      7      6
  CD2 WILD-TYPE     85     72    101
D115V5, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           8            85
  CLUS_2           7            72
  CLUS_3           6           101
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED        4     11      6
  CD2 WILD-TYPE     69    111     78
D115V6, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           4            69
  CLUS_2          11           111
  CLUS_3           6            78
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED        6      9      5
  CD2 WILD-TYPE     62    108     80
D115V7, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           6            62
  CLUS_2           9           108
  CLUS_3           5            80
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CD2 MUTATED        3      3      4     10
  CD2 WILD-TYPE     26     25     66    133
D115V8, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           3            26
  CLUS_2           3            25
  CLUS_3           4            66
  CLUS_4          10           133
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED        7      8      5
  CD2 WILD-TYPE     81     94     75
D115V9, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           7            81
  CLUS_2           8            94
  CLUS_3           5            75
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CD2 MUTATED        3     10      5      2
  CD2 WILD-TYPE     22    102     79     47
D115V10, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           3            22
  CLUS_2          10           102
  CLUS_3           5            79
  CLUS_4           2            47

Clustering(116) Variable = SLC38A1 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        8      4      8
  SLC38A1 WILD-TYPE     96     72     91
D116V1, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               8                96
  CLUS_2               4                72
  CLUS_3               8                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        4      9      7
  SLC38A1 WILD-TYPE     67     91    101
D116V2, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               4                67
  CLUS_2               9                91
  CLUS_3               7               101
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC38A1 MUTATED        3      1      2      3
  SLC38A1 WILD-TYPE     44     56     25     35
D116V3, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               3                44
  CLUS_2               1                56
  CLUS_3               2                25
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        4      3      2
  SLC38A1 WILD-TYPE     63     56     41
D116V4, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               4                63
  CLUS_2               3                56
  CLUS_3               2                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        6      4     10
  SLC38A1 WILD-TYPE     87     75     97
D116V5, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               6                87
  CLUS_2               4                75
  CLUS_3              10                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        5      7      8
  SLC38A1 WILD-TYPE     68    115     76
D116V6, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               5                68
  CLUS_2               7               115
  CLUS_3               8                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        3      9      6
  SLC38A1 WILD-TYPE     65    108     79
D116V7, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               3                65
  CLUS_2               9               108
  CLUS_3               6                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC38A1 MUTATED        1      1      7      9
  SLC38A1 WILD-TYPE     28     27     63    134
D116V8, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               1                28
  CLUS_2               1                27
  CLUS_3               7                63
  CLUS_4               9               134
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        3      9      6
  SLC38A1 WILD-TYPE     85     93     74
D116V9, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               3                85
  CLUS_2               9                93
  CLUS_3               6                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC38A1 MUTATED        1      8      7      2
  SLC38A1 WILD-TYPE     24    104     77     47
D116V10, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               1                24
  CLUS_2               8               104
  CLUS_3               7                77
  CLUS_4               2                47

Clustering(117) Variable = LIPI MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED       13      2     10
  LIPI WILD-TYPE     91     74     89
D117V1, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1           13             91
  CLUS_2            2             74
  CLUS_3           10             89
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED        7      9      9
  LIPI WILD-TYPE     64     91     99
D117V2, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            7             64
  CLUS_2            9             91
  CLUS_3            9             99
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LIPI MUTATED        3      6      3      3
  LIPI WILD-TYPE     44     51     24     35
D117V3, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            3             44
  CLUS_2            6             51
  CLUS_3            3             24
  CLUS_4            3             35
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED        5      7      3
  LIPI WILD-TYPE     62     52     40
D117V4, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            5             62
  CLUS_2            7             52
  CLUS_3            3             40
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED        5      9     11
  LIPI WILD-TYPE     88     70     96
D117V5, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            5             88
  CLUS_2            9             70
  CLUS_3           11             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED        3     12     10
  LIPI WILD-TYPE     70    110     74
D117V6, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            3             70
  CLUS_2           12            110
  CLUS_3           10             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED        6     12      6
  LIPI WILD-TYPE     62    105     79
D117V7, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            6             62
  CLUS_2           12            105
  CLUS_3            6             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LIPI MUTATED        4      0      3     17
  LIPI WILD-TYPE     25     28     67    126
D117V8, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            4             25
  CLUS_2            0             28
  CLUS_3            3             67
  CLUS_4           17            126
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED        7     13      4
  LIPI WILD-TYPE     81     89     76
D117V9, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            7             81
  CLUS_2           13             89
  CLUS_3            4             76
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LIPI MUTATED        3     15      3      3
  LIPI WILD-TYPE     22     97     81     46
D117V10, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            3             22
  CLUS_2           15             97
  CLUS_3            3             81
  CLUS_4            3             46

Clustering(118) Variable = C7ORF58 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED       12     15      8
  C7ORF58 WILD-TYPE     92     61     91
D118V1, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1              12                92
  CLUS_2              15                61
  CLUS_3               8                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED        7     17     11
  C7ORF58 WILD-TYPE     64     83     97
D118V2, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               7                64
  CLUS_2              17                83
  CLUS_3              11                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C7ORF58 MUTATED        7      8      0      8
  C7ORF58 WILD-TYPE     40     49     27     30
D118V3, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               7                40
  CLUS_2               8                49
  CLUS_3               0                27
  CLUS_4               8                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED        5     12      6
  C7ORF58 WILD-TYPE     62     47     37
D118V4, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               5                62
  CLUS_2              12                47
  CLUS_3               6                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED       11     12     12
  C7ORF58 WILD-TYPE     82     67     95
D118V5, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1              11                82
  CLUS_2              12                67
  CLUS_3              12                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED        8     16     11
  C7ORF58 WILD-TYPE     65    106     73
D118V6, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               8                65
  CLUS_2              16               106
  CLUS_3              11                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED       11     14      8
  C7ORF58 WILD-TYPE     57    103     77
D118V7, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1              11                57
  CLUS_2              14               103
  CLUS_3               8                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C7ORF58 MUTATED        6      3      7     17
  C7ORF58 WILD-TYPE     23     25     63    126
D118V8, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               6                23
  CLUS_2               3                25
  CLUS_3               7                63
  CLUS_4              17               126
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED       12     12      9
  C7ORF58 WILD-TYPE     76     90     71
D118V9, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1              12                76
  CLUS_2              12                90
  CLUS_3               9                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C7ORF58 MUTATED        5     14      8      6
  C7ORF58 WILD-TYPE     20     98     76     43
D118V10, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               5                20
  CLUS_2              14                98
  CLUS_3               8                76
  CLUS_4               6                43

Clustering(119) Variable = COL5A1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED       21      7     28
  COL5A1 WILD-TYPE     83     69     71
D119V1, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             21               83
  CLUS_2              7               69
  CLUS_3             28               71
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED       11     22     23
  COL5A1 WILD-TYPE     60     78     85
D119V2, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             11               60
  CLUS_2             22               78
  CLUS_3             23               85
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL5A1 MUTATED       10     10      3     12
  COL5A1 WILD-TYPE     37     47     24     26
D119V3, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             10               37
  CLUS_2             10               47
  CLUS_3              3               24
  CLUS_4             12               26
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED       12     16      7
  COL5A1 WILD-TYPE     55     43     36
D119V4, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             12               55
  CLUS_2             16               43
  CLUS_3              7               36
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED       13     17     26
  COL5A1 WILD-TYPE     80     62     81
D119V5, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             13               80
  CLUS_2             17               62
  CLUS_3             26               81
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED        9     28     19
  COL5A1 WILD-TYPE     64     94     65
D119V6, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1              9               64
  CLUS_2             28               94
  CLUS_3             19               65
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED       12     26     15
  COL5A1 WILD-TYPE     56     91     70
D119V7, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             12               56
  CLUS_2             26               91
  CLUS_3             15               70
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL5A1 MUTATED        6      2     13     32
  COL5A1 WILD-TYPE     23     26     57    111
D119V8, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1              6               23
  CLUS_2              2               26
  CLUS_3             13               57
  CLUS_4             32              111
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED       21     22     10
  COL5A1 WILD-TYPE     67     80     70
D119V9, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             21               67
  CLUS_2             22               80
  CLUS_3             10               70
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL5A1 MUTATED        5     29     15      4
  COL5A1 WILD-TYPE     20     83     69     45
D119V10, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1              5               20
  CLUS_2             29               83
  CLUS_3             15               69
  CLUS_4              4               45

Clustering(120) Variable = SERPINA10 MUTATION ANALYSIS
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED       11      7     10
  SERPINA10 WILD-TYPE     93     69     89
D120V1, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                11                  93
  CLUS_2                 7                  69
  CLUS_3                10                  89
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED        3     16      9
  SERPINA10 WILD-TYPE     68     84     99
D120V2, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 3                  68
  CLUS_2                16                  84
  CLUS_3                 9                  99
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SERPINA10 MUTATED        6      3      1      6
  SERPINA10 WILD-TYPE     41     54     26     32
D120V3, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 6                  41
  CLUS_2                 3                  54
  CLUS_3                 1                  26
  CLUS_4                 6                  32
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED        3      8      5
  SERPINA10 WILD-TYPE     64     51     38
D120V4, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 3                  64
  CLUS_2                 8                  51
  CLUS_3                 5                  38
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED       11      8      9
  SERPINA10 WILD-TYPE     82     71     98
D120V5, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                11                  82
  CLUS_2                 8                  71
  CLUS_3                 9                  98
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED        9     11      8
  SERPINA10 WILD-TYPE     64    111     76
D120V6, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 9                  64
  CLUS_2                11                 111
  CLUS_3                 8                  76
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED        6     11     10
  SERPINA10 WILD-TYPE     62    106     75
D120V7, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 6                  62
  CLUS_2                11                 106
  CLUS_3                10                  75
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SERPINA10 MUTATED        2      4      9     12
  SERPINA10 WILD-TYPE     27     24     61    131
D120V8, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 2                  27
  CLUS_2                 4                  24
  CLUS_3                 9                  61
  CLUS_4                12                 131
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED        6     10     11
  SERPINA10 WILD-TYPE     82     92     69
D120V9, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 6                  82
  CLUS_2                10                  92
  CLUS_3                11                  69
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SERPINA10 MUTATED        2     10     11      4
  SERPINA10 WILD-TYPE     23    102     73     45
D120V10, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 2                  23
  CLUS_2                10                 102
  CLUS_3                11                  73
  CLUS_4                 4                  45

Clustering(121) Variable = C1ORF127 MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED       11      3      6
  C1ORF127 WILD-TYPE     93     73     93
D121V1, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1               11                 93
  CLUS_2                3                 73
  CLUS_3                6                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED        5      6      9
  C1ORF127 WILD-TYPE     66     94     99
D121V2, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                5                 66
  CLUS_2                6                 94
  CLUS_3                9                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C1ORF127 MUTATED        5      4      1      5
  C1ORF127 WILD-TYPE     42     53     26     33
D121V3, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                5                 42
  CLUS_2                4                 53
  CLUS_3                1                 26
  CLUS_4                5                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED        2      9      4
  C1ORF127 WILD-TYPE     65     50     39
D121V4, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                2                 65
  CLUS_2                9                 50
  CLUS_3                4                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED        5      8      7
  C1ORF127 WILD-TYPE     88     71    100
D121V5, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                5                 88
  CLUS_2                8                 71
  CLUS_3                7                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED        3     11      6
  C1ORF127 WILD-TYPE     70    111     78
D121V6, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                3                 70
  CLUS_2               11                111
  CLUS_3                6                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED        7      7      5
  C1ORF127 WILD-TYPE     61    110     80
D121V7, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                7                 61
  CLUS_2                7                110
  CLUS_3                5                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C1ORF127 MUTATED        1      1      6     11
  C1ORF127 WILD-TYPE     28     27     64    132
D121V8, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                1                 28
  CLUS_2                1                 27
  CLUS_3                6                 64
  CLUS_4               11                132
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED        6      8      5
  C1ORF127 WILD-TYPE     82     94     75
D121V9, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                6                 82
  CLUS_2                8                 94
  CLUS_3                5                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C1ORF127 MUTATED        1      8      6      4
  C1ORF127 WILD-TYPE     24    104     78     45
D121V10, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                1                 24
  CLUS_2                8                104
  CLUS_3                6                 78
  CLUS_4                4                 45

Clustering(122) Variable = TTN MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       69     59     74
  TTN WILD-TYPE     35     17     25
D122V1, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          69            35
  CLUS_2          59            17
  CLUS_3          74            25
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       39     82     81
  TTN WILD-TYPE     32     18     27
D122V2, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          39            32
  CLUS_2          82            18
  CLUS_3          81            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TTN MUTATED       35     37     21     30
  TTN WILD-TYPE     12     20      6      8
D122V3, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          35            12
  CLUS_2          37            20
  CLUS_3          21             6
  CLUS_4          30             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       45     48     30
  TTN WILD-TYPE     22     11     13
D122V4, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          45            22
  CLUS_2          48            11
  CLUS_3          30            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       71     58     73
  TTN WILD-TYPE     22     21     34
D122V5, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          71            22
  CLUS_2          58            21
  CLUS_3          73            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       56     91     55
  TTN WILD-TYPE     17     31     29
D122V6, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          56            17
  CLUS_2          91            31
  CLUS_3          55            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       56     79     59
  TTN WILD-TYPE     12     38     26
D122V7, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          56            12
  CLUS_2          79            38
  CLUS_3          59            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TTN MUTATED       24     17     52    101
  TTN WILD-TYPE      5     11     18     42
D122V8, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          24             5
  CLUS_2          17            11
  CLUS_3          52            18
  CLUS_4         101            42
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       70     70     54
  TTN WILD-TYPE     18     32     26
D122V9, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          70            18
  CLUS_2          70            32
  CLUS_3          54            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TTN MUTATED       21     82     59     32
  TTN WILD-TYPE      4     30     25     17
D122V10, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          21             4
  CLUS_2          82            30
  CLUS_3          59            25
  CLUS_4          32            17

Clustering(123) Variable = DGAT2L6 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        4      2      5
  DGAT2L6 WILD-TYPE    100     74     94
D123V1, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               4               100
  CLUS_2               2                74
  CLUS_3               5                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        2      6      3
  DGAT2L6 WILD-TYPE     69     94    105
D123V2, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                69
  CLUS_2               6                94
  CLUS_3               3               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DGAT2L6 MUTATED        2      2      1      4
  DGAT2L6 WILD-TYPE     45     55     26     34
D123V3, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                45
  CLUS_2               2                55
  CLUS_3               1                26
  CLUS_4               4                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        5      2      2
  DGAT2L6 WILD-TYPE     62     57     41
D123V4, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               5                62
  CLUS_2               2                57
  CLUS_3               2                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        2      2      7
  DGAT2L6 WILD-TYPE     91     77    100
D123V5, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                91
  CLUS_2               2                77
  CLUS_3               7               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        1      6      4
  DGAT2L6 WILD-TYPE     72    116     80
D123V6, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                72
  CLUS_2               6               116
  CLUS_3               4                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        2      6      3
  DGAT2L6 WILD-TYPE     66    111     82
D123V7, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                66
  CLUS_2               6               111
  CLUS_3               3                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DGAT2L6 MUTATED        1      0      2      8
  DGAT2L6 WILD-TYPE     28     28     68    135
D123V8, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                28
  CLUS_2               0                28
  CLUS_3               2                68
  CLUS_4               8               135
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        1      7      3
  DGAT2L6 WILD-TYPE     87     95     77
D123V9, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                87
  CLUS_2               7                95
  CLUS_3               3                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DGAT2L6 MUTATED        1      7      2      1
  DGAT2L6 WILD-TYPE     24    105     82     48
D123V10, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                24
  CLUS_2               7               105
  CLUS_3               2                82
  CLUS_4               1                48

Clustering(124) Variable = C3ORF71 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        0      1      3
  C3ORF71 WILD-TYPE    104     75     96
D124V1, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               0               104
  CLUS_2               1                75
  CLUS_3               3                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        2      0      2
  C3ORF71 WILD-TYPE     69    100    106
D124V2, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               2                69
  CLUS_2               0               100
  CLUS_3               2               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C3ORF71 MUTATED        1      3      0      0
  C3ORF71 WILD-TYPE     46     54     27     38
D124V3, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               1                46
  CLUS_2               3                54
  CLUS_3               0                27
  CLUS_4               0                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        0      3      1
  C3ORF71 WILD-TYPE     67     56     42
D124V4, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               0                67
  CLUS_2               3                56
  CLUS_3               1                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        3      1      0
  C3ORF71 WILD-TYPE     90     78    107
D124V5, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               3                90
  CLUS_2               1                78
  CLUS_3               0               107
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        3      1      0
  C3ORF71 WILD-TYPE     70    121     84
D124V6, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               3                70
  CLUS_2               1               121
  CLUS_3               0                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        1      1      2
  C3ORF71 WILD-TYPE     67    116     83
D124V7, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               1                67
  CLUS_2               1               116
  CLUS_3               2                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C3ORF71 MUTATED        0      0      3      1
  C3ORF71 WILD-TYPE     29     28     67    142
D124V8, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               0                29
  CLUS_2               0                28
  CLUS_3               3                67
  CLUS_4               1               142
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        1      1      2
  C3ORF71 WILD-TYPE     87    101     78
D124V9, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               1                87
  CLUS_2               1               101
  CLUS_3               2                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C3ORF71 MUTATED        0      1      3      0
  C3ORF71 WILD-TYPE     25    111     81     49
D124V10, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               0                25
  CLUS_2               1               111
  CLUS_3               3                81
  CLUS_4               0                49

Clustering(125) Variable = SLC9A4 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED       12      4     13
  SLC9A4 WILD-TYPE     92     72     86
D125V1, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1             12               92
  CLUS_2              4               72
  CLUS_3             13               86
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED        3     17      9
  SLC9A4 WILD-TYPE     68     83     99
D125V2, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              3               68
  CLUS_2             17               83
  CLUS_3              9               99
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC9A4 MUTATED        5      8      2      3
  SLC9A4 WILD-TYPE     42     49     25     35
D125V3, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              5               42
  CLUS_2              8               49
  CLUS_3              2               25
  CLUS_4              3               35
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED        6      8      4
  SLC9A4 WILD-TYPE     61     51     39
D125V4, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              6               61
  CLUS_2              8               51
  CLUS_3              4               39
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED       10     10      9
  SLC9A4 WILD-TYPE     83     69     98
D125V5, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1             10               83
  CLUS_2             10               69
  CLUS_3              9               98
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED        8     14      7
  SLC9A4 WILD-TYPE     65    108     77
D125V6, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              8               65
  CLUS_2             14              108
  CLUS_3              7               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED        8     13      7
  SLC9A4 WILD-TYPE     60    104     78
D125V7, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              8               60
  CLUS_2             13              104
  CLUS_3              7               78
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC9A4 MUTATED        3      2      7     16
  SLC9A4 WILD-TYPE     26     26     63    127
D125V8, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              3               26
  CLUS_2              2               26
  CLUS_3              7               63
  CLUS_4             16              127
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED        9     14      5
  SLC9A4 WILD-TYPE     79     88     75
D125V9, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              9               79
  CLUS_2             14               88
  CLUS_3              5               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC9A4 MUTATED        3     14      7      4
  SLC9A4 WILD-TYPE     22     98     77     45
D125V10, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              3               22
  CLUS_2             14               98
  CLUS_3              7               77
  CLUS_4              4               45

Clustering(126) Variable = MKX MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        7      1      9
  MKX WILD-TYPE     97     75     90
D126V1, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           7            97
  CLUS_2           1            75
  CLUS_3           9            90
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        1      8      8
  MKX WILD-TYPE     70     92    100
D126V2, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           1            70
  CLUS_2           8            92
  CLUS_3           8           100
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MKX MUTATED        3      4      2      3
  MKX WILD-TYPE     44     53     25     35
D126V3, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           3            44
  CLUS_2           4            53
  CLUS_3           2            25
  CLUS_4           3            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        3      6      3
  MKX WILD-TYPE     64     53     40
D126V4, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           3            64
  CLUS_2           6            53
  CLUS_3           3            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        1      6     10
  MKX WILD-TYPE     92     73     97
D126V5, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           1            92
  CLUS_2           6            73
  CLUS_3          10            97
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        1     12      4
  MKX WILD-TYPE     72    110     80
D126V6, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           1            72
  CLUS_2          12           110
  CLUS_3           4            80
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        6      9      2
  MKX WILD-TYPE     62    108     83
D126V7, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           6            62
  CLUS_2           9           108
  CLUS_3           2            83
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MKX MUTATED        3      0      2     12
  MKX WILD-TYPE     26     28     68    131
D126V8, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           3            26
  CLUS_2           0            28
  CLUS_3           2            68
  CLUS_4          12           131
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        4     11      2
  MKX WILD-TYPE     84     91     78
D126V9, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           4            84
  CLUS_2          11            91
  CLUS_3           2            78
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MKX MUTATED        3     12      2      0
  MKX WILD-TYPE     22    100     82     49
D126V10, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           3            22
  CLUS_2          12           100
  CLUS_3           2            82
  CLUS_4           0            49

Clustering(127) Variable = FAM19A1 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        8      0      5
  FAM19A1 WILD-TYPE     96     76     94
D127V1, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               8                96
  CLUS_2               0                76
  CLUS_3               5                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        3      5      5
  FAM19A1 WILD-TYPE     68     95    103
D127V2, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               3                68
  CLUS_2               5                95
  CLUS_3               5               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM19A1 MUTATED        3      1      1      2
  FAM19A1 WILD-TYPE     44     56     26     36
D127V3, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               3                44
  CLUS_2               1                56
  CLUS_3               1                26
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        0      5      2
  FAM19A1 WILD-TYPE     67     54     41
D127V4, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               0                67
  CLUS_2               5                54
  CLUS_3               2                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        3      5      5
  FAM19A1 WILD-TYPE     90     74    102
D127V5, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               3                90
  CLUS_2               5                74
  CLUS_3               5               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        3      7      3
  FAM19A1 WILD-TYPE     70    115     81
D127V6, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               3                70
  CLUS_2               7               115
  CLUS_3               3                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        3      7      3
  FAM19A1 WILD-TYPE     65    110     82
D127V7, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               3                65
  CLUS_2               7               110
  CLUS_3               3                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM19A1 MUTATED        2      0      3      8
  FAM19A1 WILD-TYPE     27     28     67    135
D127V8, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               2                27
  CLUS_2               0                28
  CLUS_3               3                67
  CLUS_4               8               135
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        5      5      3
  FAM19A1 WILD-TYPE     83     97     77
D127V9, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               5                83
  CLUS_2               5                97
  CLUS_3               3                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM19A1 MUTATED        2      8      3      0
  FAM19A1 WILD-TYPE     23    104     81     49
D127V10, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               2                23
  CLUS_2               8               104
  CLUS_3               3                81
  CLUS_4               0                49

Clustering(128) Variable = CERKL MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED       10      5      3
  CERKL WILD-TYPE     94     71     96
D128V1, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1            10              94
  CLUS_2             5              71
  CLUS_3             3              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED        3     12      3
  CERKL WILD-TYPE     68     88    105
D128V2, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             3              68
  CLUS_2            12              88
  CLUS_3             3             105
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CERKL MUTATED        3      2      2      3
  CERKL WILD-TYPE     44     55     25     35
D128V3, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             3              44
  CLUS_2             2              55
  CLUS_3             2              25
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED        5      2      3
  CERKL WILD-TYPE     62     57     40
D128V4, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             5              62
  CLUS_2             2              57
  CLUS_3             3              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED        8      4      6
  CERKL WILD-TYPE     85     75    101
D128V5, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             8              85
  CLUS_2             4              75
  CLUS_3             6             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED        8      7      3
  CERKL WILD-TYPE     65    115     81
D128V6, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             8              65
  CLUS_2             7             115
  CLUS_3             3              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED        5      8      4
  CERKL WILD-TYPE     63    109     81
D128V7, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             5              63
  CLUS_2             8             109
  CLUS_3             4              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CERKL MUTATED        2      2      5      8
  CERKL WILD-TYPE     27     26     65    135
D128V8, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             2              27
  CLUS_2             2              26
  CLUS_3             5              65
  CLUS_4             8             135
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED        6      6      5
  CERKL WILD-TYPE     82     96     75
D128V9, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             6              82
  CLUS_2             6              96
  CLUS_3             5              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CERKL MUTATED        2      8      6      1
  CERKL WILD-TYPE     23    104     78     48
D128V10, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             2              23
  CLUS_2             8             104
  CLUS_3             6              78
  CLUS_4             1              48

Clustering(129) Variable = OR4K2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED       11      3     14
  OR4K2 WILD-TYPE     93     73     85
D129V1, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1            11              93
  CLUS_2             3              73
  CLUS_3            14              85
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED        1     15     12
  OR4K2 WILD-TYPE     70     85     96
D129V2, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             1              70
  CLUS_2            15              85
  CLUS_3            12              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4K2 MUTATED        5      7      2      4
  OR4K2 WILD-TYPE     42     50     25     34
D129V3, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             5              42
  CLUS_2             7              50
  CLUS_3             2              25
  CLUS_4             4              34
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED        5     12      1
  OR4K2 WILD-TYPE     62     47     42
D129V4, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             5              62
  CLUS_2            12              47
  CLUS_3             1              42
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED        7     12      9
  OR4K2 WILD-TYPE     86     67     98
D129V5, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             7              86
  CLUS_2            12              67
  CLUS_3             9              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED        5     17      6
  OR4K2 WILD-TYPE     68    105     78
D129V6, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             5              68
  CLUS_2            17             105
  CLUS_3             6              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED       10     10      6
  OR4K2 WILD-TYPE     58    107     79
D129V7, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1            10              58
  CLUS_2            10             107
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4K2 MUTATED        4      1      7     14
  OR4K2 WILD-TYPE     25     27     63    129
D129V8, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             4              25
  CLUS_2             1              27
  CLUS_3             7              63
  CLUS_4            14             129
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED       10     10      6
  OR4K2 WILD-TYPE     78     92     74
D129V9, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1            10              78
  CLUS_2            10              92
  CLUS_3             6              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4K2 MUTATED        4     11      8      3
  OR4K2 WILD-TYPE     21    101     76     46
D129V10, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             4              21
  CLUS_2            11             101
  CLUS_3             8              76
  CLUS_4             3              46

Clustering(130) Variable = GALNT14 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        9      2     10
  GALNT14 WILD-TYPE     95     74     89
D130V1, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               9                95
  CLUS_2               2                74
  CLUS_3              10                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        4      9      8
  GALNT14 WILD-TYPE     67     91    100
D130V2, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               4                67
  CLUS_2               9                91
  CLUS_3               8               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GALNT14 MUTATED        5      4      0      3
  GALNT14 WILD-TYPE     42     53     27     35
D130V3, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               5                42
  CLUS_2               4                53
  CLUS_3               0                27
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        4      5      3
  GALNT14 WILD-TYPE     63     54     40
D130V4, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               4                63
  CLUS_2               5                54
  CLUS_3               3                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        6      4     11
  GALNT14 WILD-TYPE     87     75     96
D130V5, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               6                87
  CLUS_2               4                75
  CLUS_3              11                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        5      8      8
  GALNT14 WILD-TYPE     68    114     76
D130V6, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               5                68
  CLUS_2               8               114
  CLUS_3               8                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        6      9      5
  GALNT14 WILD-TYPE     62    108     80
D130V7, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               6                62
  CLUS_2               9               108
  CLUS_3               5                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GALNT14 MUTATED        2      0      4     14
  GALNT14 WILD-TYPE     27     28     66    129
D130V8, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               2                27
  CLUS_2               0                28
  CLUS_3               4                66
  CLUS_4              14               129
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        4      9      7
  GALNT14 WILD-TYPE     84     93     73
D130V9, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               4                84
  CLUS_2               9                93
  CLUS_3               7                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GALNT14 MUTATED        2      9      4      5
  GALNT14 WILD-TYPE     23    103     80     44
D130V10, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               2                23
  CLUS_2               9               103
  CLUS_3               4                80
  CLUS_4               5                44

Clustering(131) Variable = C12ORF50 MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED       12      3      8
  C12ORF50 WILD-TYPE     92     73     91
D131V1, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1               12                 92
  CLUS_2                3                 73
  CLUS_3                8                 91
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED        5     11      7
  C12ORF50 WILD-TYPE     66     89    101
D131V2, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                5                 66
  CLUS_2               11                 89
  CLUS_3                7                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C12ORF50 MUTATED        5      4      4      5
  C12ORF50 WILD-TYPE     42     53     23     33
D131V3, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                5                 42
  CLUS_2                4                 53
  CLUS_3                4                 23
  CLUS_4                5                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED        6      6      6
  C12ORF50 WILD-TYPE     61     53     37
D131V4, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                6                 61
  CLUS_2                6                 53
  CLUS_3                6                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED        7      6     10
  C12ORF50 WILD-TYPE     86     73     97
D131V5, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                7                 86
  CLUS_2                6                 73
  CLUS_3               10                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED        6     12      5
  C12ORF50 WILD-TYPE     67    110     79
D131V6, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                6                 67
  CLUS_2               12                110
  CLUS_3                5                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED        4      9      9
  C12ORF50 WILD-TYPE     64    108     76
D131V7, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                4                 64
  CLUS_2                9                108
  CLUS_3                9                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C12ORF50 MUTATED        2      4      6     10
  C12ORF50 WILD-TYPE     27     24     64    133
D131V8, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                2                 27
  CLUS_2                4                 24
  CLUS_3                6                 64
  CLUS_4               10                133
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED        4     11      7
  C12ORF50 WILD-TYPE     84     91     73
D131V9, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                4                 84
  CLUS_2               11                 91
  CLUS_3                7                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C12ORF50 MUTATED        2      8      6      6
  C12ORF50 WILD-TYPE     23    104     78     43
D131V10, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                2                 23
  CLUS_2                8                104
  CLUS_3                6                 78
  CLUS_4                6                 43

Clustering(132) Variable = GK2 MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED       11     11     10
  GK2 WILD-TYPE     93     65     89
D132V1, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1          11            93
  CLUS_2          11            65
  CLUS_3          10            89
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED        6     16     10
  GK2 WILD-TYPE     65     84     98
D132V2, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           6            65
  CLUS_2          16            84
  CLUS_3          10            98
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GK2 MUTATED        8      5      1      5
  GK2 WILD-TYPE     39     52     26     33
D132V3, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           8            39
  CLUS_2           5            52
  CLUS_3           1            26
  CLUS_4           5            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED        9      9      1
  GK2 WILD-TYPE     58     50     42
D132V4, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           9            58
  CLUS_2           9            50
  CLUS_3           1            42
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED       11      9     12
  GK2 WILD-TYPE     82     70     95
D132V5, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1          11            82
  CLUS_2           9            70
  CLUS_3          12            95
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED       10     12     10
  GK2 WILD-TYPE     63    110     74
D132V6, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1          10            63
  CLUS_2          12           110
  CLUS_3          10            74
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED        5     16     11
  GK2 WILD-TYPE     63    101     74
D132V7, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           5            63
  CLUS_2          16           101
  CLUS_3          11            74
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GK2 MUTATED        2      3      9     18
  GK2 WILD-TYPE     27     25     61    125
D132V8, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           2            27
  CLUS_2           3            25
  CLUS_3           9            61
  CLUS_4          18           125
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED        8     14     10
  GK2 WILD-TYPE     80     88     70
D132V9, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           8            80
  CLUS_2          14            88
  CLUS_3          10            70
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GK2 MUTATED        1     17     11      3
  GK2 WILD-TYPE     24     95     73     46
D132V10, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           1            24
  CLUS_2          17            95
  CLUS_3          11            73
  CLUS_4           3            46

Clustering(133) Variable = RPAP1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        6      3      4
  RPAP1 WILD-TYPE     98     73     95
D133V1, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             6              98
  CLUS_2             3              73
  CLUS_3             4              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        2      4      7
  RPAP1 WILD-TYPE     69     96    101
D133V2, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             2              69
  CLUS_2             4              96
  CLUS_3             7             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPAP1 MUTATED        2      2      3      2
  RPAP1 WILD-TYPE     45     55     24     36
D133V3, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             2              45
  CLUS_2             2              55
  CLUS_3             3              24
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        5      1      3
  RPAP1 WILD-TYPE     62     58     40
D133V4, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             5              62
  CLUS_2             1              58
  CLUS_3             3              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        4      4      5
  RPAP1 WILD-TYPE     89     75    102
D133V5, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             4              89
  CLUS_2             4              75
  CLUS_3             5             102
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        3      6      4
  RPAP1 WILD-TYPE     70    116     80
D133V6, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             3              70
  CLUS_2             6             116
  CLUS_3             4              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        2      6      4
  RPAP1 WILD-TYPE     66    111     81
D133V7, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             2              66
  CLUS_2             6             111
  CLUS_3             4              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPAP1 MUTATED        1      1      4      6
  RPAP1 WILD-TYPE     28     27     66    137
D133V8, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             1              28
  CLUS_2             1              27
  CLUS_3             4              66
  CLUS_4             6             137
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        2      7      3
  RPAP1 WILD-TYPE     86     95     77
D133V9, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             2              86
  CLUS_2             7              95
  CLUS_3             3              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPAP1 MUTATED        1      4      4      3
  RPAP1 WILD-TYPE     24    108     80     46
D133V10, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             4             108
  CLUS_3             4              80
  CLUS_4             3              46

Clustering(134) Variable = IDO2 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        6      3      8
  IDO2 WILD-TYPE     98     73     91
D134V1, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            6             98
  CLUS_2            3             73
  CLUS_3            8             91
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        2      6      9
  IDO2 WILD-TYPE     69     94     99
D134V2, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            2             69
  CLUS_2            6             94
  CLUS_3            9             99
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IDO2 MUTATED        5      3      0      0
  IDO2 WILD-TYPE     42     54     27     38
D134V3, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            5             42
  CLUS_2            3             54
  CLUS_3            0             27
  CLUS_4            0             38
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        2      3      3
  IDO2 WILD-TYPE     65     56     40
D134V4, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            2             65
  CLUS_2            3             56
  CLUS_3            3             40
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        3      7      7
  IDO2 WILD-TYPE     90     72    100
D134V5, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            3             90
  CLUS_2            7             72
  CLUS_3            7            100
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        3      9      5
  IDO2 WILD-TYPE     70    113     79
D134V6, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            3             70
  CLUS_2            9            113
  CLUS_3            5             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        2      8      7
  IDO2 WILD-TYPE     66    109     78
D134V7, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            2             66
  CLUS_2            8            109
  CLUS_3            7             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IDO2 MUTATED        1      0      6     10
  IDO2 WILD-TYPE     28     28     64    133
D134V8, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            1             28
  CLUS_2            0             28
  CLUS_3            6             64
  CLUS_4           10            133
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        5      5      7
  IDO2 WILD-TYPE     83     97     73
D134V9, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            5             83
  CLUS_2            5             97
  CLUS_3            7             73
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IDO2 MUTATED        0      5      7      5
  IDO2 WILD-TYPE     25    107     77     44
D134V10, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            0             25
  CLUS_2            5            107
  CLUS_3            7             77
  CLUS_4            5             44

Clustering(135) Variable = ZIM3 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED        8      4     14
  ZIM3 WILD-TYPE     96     72     85
D135V1, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            8             96
  CLUS_2            4             72
  CLUS_3           14             85
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED        3     10     13
  ZIM3 WILD-TYPE     68     90     95
D135V2, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            3             68
  CLUS_2           10             90
  CLUS_3           13             95
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZIM3 MUTATED        6      4      2      2
  ZIM3 WILD-TYPE     41     53     25     36
D135V3, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            6             41
  CLUS_2            4             53
  CLUS_3            2             25
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED        3      7      4
  ZIM3 WILD-TYPE     64     52     39
D135V4, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            3             64
  CLUS_2            7             52
  CLUS_3            4             39
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED        9     11      6
  ZIM3 WILD-TYPE     84     68    101
D135V5, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            9             84
  CLUS_2           11             68
  CLUS_3            6            101
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED        7     12      7
  ZIM3 WILD-TYPE     66    110     77
D135V6, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            7             66
  CLUS_2           12            110
  CLUS_3            7             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED        7      7     12
  ZIM3 WILD-TYPE     61    110     73
D135V7, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            7             61
  CLUS_2            7            110
  CLUS_3           12             73
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZIM3 MUTATED        2      3     10     11
  ZIM3 WILD-TYPE     27     25     60    132
D135V8, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            2             27
  CLUS_2            3             25
  CLUS_3           10             60
  CLUS_4           11            132
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED        8      7     11
  ZIM3 WILD-TYPE     80     95     69
D135V9, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            8             80
  CLUS_2            7             95
  CLUS_3           11             69
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZIM3 MUTATED        2      6     13      5
  ZIM3 WILD-TYPE     23    106     71     44
D135V10, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            2             23
  CLUS_2            6            106
  CLUS_3           13             71
  CLUS_4            5             44

Clustering(136) Variable = MAP2K1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        1      5      8
  MAP2K1 WILD-TYPE    103     71     91
D136V1, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              1              103
  CLUS_2              5               71
  CLUS_3              8               91
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        1      2     11
  MAP2K1 WILD-TYPE     70     98     97
D136V2, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              1               70
  CLUS_2              2               98
  CLUS_3             11               97
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MAP2K1 MUTATED        5      2      1      1
  MAP2K1 WILD-TYPE     42     55     26     37
D136V3, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              5               42
  CLUS_2              2               55
  CLUS_3              1               26
  CLUS_4              1               37
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        3      1      5
  MAP2K1 WILD-TYPE     64     58     38
D136V4, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              3               64
  CLUS_2              1               58
  CLUS_3              5               38
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        6      5      3
  MAP2K1 WILD-TYPE     87     74    104
D136V5, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              6               87
  CLUS_2              5               74
  CLUS_3              3              104
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        6      6      2
  MAP2K1 WILD-TYPE     67    116     82
D136V6, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              6               67
  CLUS_2              6              116
  CLUS_3              2               82
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        2      4      8
  MAP2K1 WILD-TYPE     66    113     77
D136V7, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              2               66
  CLUS_2              4              113
  CLUS_3              8               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MAP2K1 MUTATED        2      4      4      4
  MAP2K1 WILD-TYPE     27     24     66    139
D136V8, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              2               27
  CLUS_2              4               24
  CLUS_3              4               66
  CLUS_4              4              139
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        2      5      7
  MAP2K1 WILD-TYPE     86     97     73
D136V9, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              2               86
  CLUS_2              5               97
  CLUS_3              7               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MAP2K1 MUTATED        2      4      6      2
  MAP2K1 WILD-TYPE     23    108     78     47
D136V10, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              4              108
  CLUS_3              6               78
  CLUS_4              2               47

Clustering(137) Variable = GZMA MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        4      2      5
  GZMA WILD-TYPE    100     74     94
D137V1, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            4            100
  CLUS_2            2             74
  CLUS_3            5             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        1      6      4
  GZMA WILD-TYPE     70     94    104
D137V2, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            1             70
  CLUS_2            6             94
  CLUS_3            4            104
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GZMA MUTATED        4      2      1      2
  GZMA WILD-TYPE     43     55     26     36
D137V3, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            4             43
  CLUS_2            2             55
  CLUS_3            1             26
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        4      3      2
  GZMA WILD-TYPE     63     56     41
D137V4, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            4             63
  CLUS_2            3             56
  CLUS_3            2             41
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        3      3      5
  GZMA WILD-TYPE     90     76    102
D137V5, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            3             90
  CLUS_2            3             76
  CLUS_3            5            102
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        2      6      3
  GZMA WILD-TYPE     71    116     81
D137V6, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            2             71
  CLUS_2            6            116
  CLUS_3            3             81
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        4      5      2
  GZMA WILD-TYPE     64    112     83
D137V7, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            4             64
  CLUS_2            5            112
  CLUS_3            2             83
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GZMA MUTATED        1      0      3      7
  GZMA WILD-TYPE     28     28     67    136
D137V8, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            1             28
  CLUS_2            0             28
  CLUS_3            3             67
  CLUS_4            7            136
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        3      6      2
  GZMA WILD-TYPE     85     96     78
D137V9, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            3             85
  CLUS_2            6             96
  CLUS_3            2             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GZMA MUTATED        1      7      3      0
  GZMA WILD-TYPE     24    105     81     49
D137V10, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            1             24
  CLUS_2            7            105
  CLUS_3            3             81
  CLUS_4            0             49

Clustering(138) Variable = ACTC1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        7      0      8
  ACTC1 WILD-TYPE     97     76     91
D138V1, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             7              97
  CLUS_2             0              76
  CLUS_3             8              91
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        2      8      5
  ACTC1 WILD-TYPE     69     92    103
D138V2, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             2              69
  CLUS_2             8              92
  CLUS_3             5             103
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACTC1 MUTATED        5      2      1      2
  ACTC1 WILD-TYPE     42     55     26     36
D138V3, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             5              42
  CLUS_2             2              55
  CLUS_3             1              26
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        2      5      3
  ACTC1 WILD-TYPE     65     54     40
D138V4, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             2              65
  CLUS_2             5              54
  CLUS_3             3              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        2      6      7
  ACTC1 WILD-TYPE     91     73    100
D138V5, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             2              91
  CLUS_2             6              73
  CLUS_3             7             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        1      7      7
  ACTC1 WILD-TYPE     72    115     77
D138V6, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             1              72
  CLUS_2             7             115
  CLUS_3             7              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        3      5      7
  ACTC1 WILD-TYPE     65    112     78
D138V7, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             3              65
  CLUS_2             5             112
  CLUS_3             7              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACTC1 MUTATED        3      0      3      9
  ACTC1 WILD-TYPE     26     28     67    134
D138V8, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             3              26
  CLUS_2             0              28
  CLUS_3             3              67
  CLUS_4             9             134
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        3      6      6
  ACTC1 WILD-TYPE     85     96     74
D138V9, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             3              85
  CLUS_2             6              96
  CLUS_3             6              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACTC1 MUTATED        2      3      3      7
  ACTC1 WILD-TYPE     23    109     81     42
D138V10, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             3             109
  CLUS_3             3              81
  CLUS_4             7              42

Clustering(139) Variable = KCNB2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED       17     16     26
  KCNB2 WILD-TYPE     87     60     73
D139V1, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            17              87
  CLUS_2            16              60
  CLUS_3            26              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED        6     28     25
  KCNB2 WILD-TYPE     65     72     83
D139V2, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1             6              65
  CLUS_2            28              72
  CLUS_3            25              83
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KCNB2 MUTATED       13     10     10      8
  KCNB2 WILD-TYPE     34     47     17     30
D139V3, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            13              34
  CLUS_2            10              47
  CLUS_3            10              17
  CLUS_4             8              30
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED       17     12     12
  KCNB2 WILD-TYPE     50     47     31
D139V4, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            17              50
  CLUS_2            12              47
  CLUS_3            12              31
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED       15     19     25
  KCNB2 WILD-TYPE     78     60     82
D139V5, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            15              78
  CLUS_2            19              60
  CLUS_3            25              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED       12     29     18
  KCNB2 WILD-TYPE     61     93     66
D139V6, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            12              61
  CLUS_2            29              93
  CLUS_3            18              66
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED       19     21     17
  KCNB2 WILD-TYPE     49     96     68
D139V7, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            19              49
  CLUS_2            21              96
  CLUS_3            17              68
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KCNB2 MUTATED        9      4     13     31
  KCNB2 WILD-TYPE     20     24     57    112
D139V8, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1             9              20
  CLUS_2             4              24
  CLUS_3            13              57
  CLUS_4            31             112
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED       22     21     14
  KCNB2 WILD-TYPE     66     81     66
D139V9, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            22              66
  CLUS_2            21              81
  CLUS_3            14              66
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KCNB2 MUTATED        7     29     15      6
  KCNB2 WILD-TYPE     18     83     69     43
D139V10, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1             7              18
  CLUS_2            29              83
  CLUS_3            15              69
  CLUS_4             6              43

Clustering(140) Variable = ADAMTS2 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED       12      3     14
  ADAMTS2 WILD-TYPE     92     73     85
D140V1, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1              12                92
  CLUS_2               3                73
  CLUS_3              14                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED        5     15      9
  ADAMTS2 WILD-TYPE     66     85     99
D140V2, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               5                66
  CLUS_2              15                85
  CLUS_3               9                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ADAMTS2 MUTATED        6     10      1      2
  ADAMTS2 WILD-TYPE     41     47     26     36
D140V3, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               6                41
  CLUS_2              10                47
  CLUS_3               1                26
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED        8      7      4
  ADAMTS2 WILD-TYPE     59     52     39
D140V4, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               8                59
  CLUS_2               7                52
  CLUS_3               4                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED        8      9     12
  ADAMTS2 WILD-TYPE     85     70     95
D140V5, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               8                85
  CLUS_2               9                70
  CLUS_3              12                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED        5     14     10
  ADAMTS2 WILD-TYPE     68    108     74
D140V6, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               5                68
  CLUS_2              14               108
  CLUS_3              10                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED        9     12      6
  ADAMTS2 WILD-TYPE     59    105     79
D140V7, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               9                59
  CLUS_2              12               105
  CLUS_3               6                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ADAMTS2 MUTATED        3      4      4     16
  ADAMTS2 WILD-TYPE     26     24     66    127
D140V8, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               3                26
  CLUS_2               4                24
  CLUS_3               4                66
  CLUS_4              16               127
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED       11     11      5
  ADAMTS2 WILD-TYPE     77     91     75
D140V9, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1              11                77
  CLUS_2              11                91
  CLUS_3               5                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ADAMTS2 MUTATED        2     16      5      4
  ADAMTS2 WILD-TYPE     23     96     79     45
D140V10, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               2                23
  CLUS_2              16                96
  CLUS_3               5                79
  CLUS_4               4                45

Clustering(141) Variable = IL7R MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED       11      8     11
  IL7R WILD-TYPE     93     68     88
D141V1, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1           11             93
  CLUS_2            8             68
  CLUS_3           11             88
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED        3     17     10
  IL7R WILD-TYPE     68     83     98
D141V2, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            3             68
  CLUS_2           17             83
  CLUS_3           10             98
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IL7R MUTATED        4      7      1      7
  IL7R WILD-TYPE     43     50     26     31
D141V3, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            4             43
  CLUS_2            7             50
  CLUS_3            1             26
  CLUS_4            7             31
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED        5     12      2
  IL7R WILD-TYPE     62     47     41
D141V4, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            5             62
  CLUS_2           12             47
  CLUS_3            2             41
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED        9     11     10
  IL7R WILD-TYPE     84     68     97
D141V5, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            9             84
  CLUS_2           11             68
  CLUS_3           10             97
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED        8     16      6
  IL7R WILD-TYPE     65    106     78
D141V6, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            8             65
  CLUS_2           16            106
  CLUS_3            6             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED       14      9      4
  IL7R WILD-TYPE     54    108     81
D141V7, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1           14             54
  CLUS_2            9            108
  CLUS_3            4             81
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IL7R MUTATED        5      1      7     14
  IL7R WILD-TYPE     24     27     63    129
D141V8, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            5             24
  CLUS_2            1             27
  CLUS_3            7             63
  CLUS_4           14            129
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED       15      8      4
  IL7R WILD-TYPE     73     94     76
D141V9, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1           15             73
  CLUS_2            8             94
  CLUS_3            4             76
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IL7R MUTATED        5     12      8      2
  IL7R WILD-TYPE     20    100     76     47
D141V10, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            5             20
  CLUS_2           12            100
  CLUS_3            8             76
  CLUS_4            2             47

Clustering(142) Variable = DAAM2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        3      2      2
  DAAM2 WILD-TYPE    101     74     97
D142V1, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             3             101
  CLUS_2             2              74
  CLUS_3             2              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        2      5      0
  DAAM2 WILD-TYPE     69     95    108
D142V2, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             2              69
  CLUS_2             5              95
  CLUS_3             0             108
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DAAM2 MUTATED        0      1      1      0
  DAAM2 WILD-TYPE     47     56     26     38
D142V3, multiclass
[1] "Remove cluster labels:" "DAAM2 MUTATED"         
clus
  DAAM2 MUTATED DAAM2 WILD-TYPE 
              2             167 
     TCGA-D3-A1Q1      TCGA-D3-A1Q4      TCGA-D3-A1Q5      TCGA-D3-A1Q6 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D3-A1Q7      TCGA-D3-A1Q8      TCGA-D3-A1Q9      TCGA-D3-A1QA 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D3-A1QB      TCGA-D3-A2J6      TCGA-D3-A2J8      TCGA-D3-A2JC 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D3-A2JD      TCGA-D3-A2JN      TCGA-D3-A2JO      TCGA-D3-A2JP 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D3-A3C1      TCGA-D3-A3C3      TCGA-D3-A3CB      TCGA-D3-A3CE 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D3-A3ML      TCGA-D3-A3MO      TCGA-D3-A3MR      TCGA-D3-A3MV 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D9-A148      TCGA-D9-A149      TCGA-D9-A1JW      TCGA-D9-A1JX 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D9-A3Z1      TCGA-DA-A1HV      TCGA-DA-A1HW      TCGA-DA-A1HY 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-DA-A1I0      TCGA-DA-A1I2      TCGA-DA-A1I4      TCGA-DA-A1I5 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-DA-A1I8      TCGA-DA-A1IA      TCGA-DA-A1IB      TCGA-DA-A1IC 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-DA-A3F2      TCGA-DA-A3F3      TCGA-DA-A3F5      TCGA-DA-A3F8 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A17X      TCGA-EE-A180      TCGA-EE-A181      TCGA-EE-A182 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A184      TCGA-EE-A185      TCGA-EE-A20C      TCGA-EE-A20F 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A29B      TCGA-EE-A29C      TCGA-EE-A29E      TCGA-EE-A29G 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A29H      TCGA-EE-A29L      TCGA-EE-A29M      TCGA-EE-A29N 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A29P      TCGA-EE-A29R      TCGA-EE-A29S      TCGA-EE-A29V 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A29W      TCGA-EE-A2A0      TCGA-EE-A2A2      TCGA-EE-A2A6 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2GC      TCGA-EE-A2GH      TCGA-EE-A2GI      TCGA-EE-A2GK 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2GL      TCGA-EE-A2GP      TCGA-EE-A2GR      TCGA-EE-A2GS 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2GT      TCGA-EE-A2GU      TCGA-EE-A2M5      TCGA-EE-A2M6 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2M8      TCGA-EE-A2MC      TCGA-EE-A2MD      TCGA-EE-A2MI 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2MJ      TCGA-EE-A2MK      TCGA-EE-A2ML      TCGA-EE-A2MM 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2MN      TCGA-EE-A2MP      TCGA-EE-A2MR      TCGA-EE-A2MS 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2MT      TCGA-EE-A2MU      TCGA-EE-A3AA      TCGA-EE-A3AB 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A3AC      TCGA-EE-A3AD      TCGA-EE-A3AE      TCGA-EE-A3AF 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A3AG      TCGA-EE-A3J3      TCGA-EE-A3J7      TCGA-EE-A3JA 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A3JD      TCGA-EE-A3JE      TCGA-EE-A3JH      TCGA-ER-A193 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A195      TCGA-ER-A197      TCGA-ER-A198      TCGA-ER-A199 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A19A      TCGA-ER-A19B      TCGA-ER-A19C      TCGA-ER-A19D 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A19E      TCGA-ER-A19F      TCGA-ER-A19G      TCGA-ER-A19H 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A19J      TCGA-ER-A19L      TCGA-ER-A19M      TCGA-ER-A19N 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A19O      TCGA-ER-A19P      TCGA-ER-A19Q      TCGA-ER-A19S 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A19W      TCGA-ER-A1A1      TCGA-ER-A2NC      TCGA-ER-A2ND 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A2NE      TCGA-ER-A2NF      TCGA-ER-A2NG      TCGA-ER-A2NH 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A3ES      TCGA-ER-A3ET      TCGA-ER-A3PL      TCGA-FR-A3YN 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-FR-A3YO      TCGA-FS-A1YW      TCGA-FS-A1Z0      TCGA-FS-A1Z4 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-FS-A1ZA      TCGA-FS-A1ZC      TCGA-FS-A1ZD      TCGA-FS-A1ZG 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-FS-A1ZH      TCGA-FS-A1ZJ      TCGA-FS-A1ZM      TCGA-FS-A1ZP 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-FS-A1ZQ      TCGA-FS-A1ZT      TCGA-FS-A1ZU      TCGA-FW-A3I3 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-FW-A3TV      TCGA-GF-A3OT      TCGA-GN-A261      TCGA-GN-A262 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-GN-A264      TCGA-GN-A265      TCGA-GN-A266      TCGA-GN-A267 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-GN-A268      TCGA-GN-A26A      TCGA-GN-A26D 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        2      0      0
  DAAM2 WILD-TYPE     65     59     43
D142V4, multiclass
[1] "Remove cluster labels:" "DAAM2 MUTATED"         
clus
  DAAM2 MUTATED DAAM2 WILD-TYPE 
              2             167 
     TCGA-D3-A1Q1      TCGA-D3-A1Q4      TCGA-D3-A1Q5      TCGA-D3-A1Q6 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D3-A1Q7      TCGA-D3-A1Q8      TCGA-D3-A1Q9      TCGA-D3-A1QA 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D3-A1QB      TCGA-D3-A2J6      TCGA-D3-A2J8      TCGA-D3-A2JC 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D3-A2JD      TCGA-D3-A2JN      TCGA-D3-A2JO      TCGA-D3-A2JP 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D3-A3C1      TCGA-D3-A3C3      TCGA-D3-A3CB      TCGA-D3-A3CE 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D3-A3ML      TCGA-D3-A3MO      TCGA-D3-A3MR      TCGA-D3-A3MV 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D9-A148      TCGA-D9-A149      TCGA-D9-A1JW      TCGA-D9-A1JX 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-D9-A3Z1      TCGA-DA-A1HV      TCGA-DA-A1HW      TCGA-DA-A1HY 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-DA-A1I0      TCGA-DA-A1I2      TCGA-DA-A1I4      TCGA-DA-A1I5 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-DA-A1I8      TCGA-DA-A1IA      TCGA-DA-A1IB      TCGA-DA-A1IC 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-DA-A3F2      TCGA-DA-A3F3      TCGA-DA-A3F5      TCGA-DA-A3F8 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A17X      TCGA-EE-A180      TCGA-EE-A181      TCGA-EE-A182 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A184      TCGA-EE-A185      TCGA-EE-A20C      TCGA-EE-A20F 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A29B      TCGA-EE-A29C      TCGA-EE-A29E      TCGA-EE-A29G 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A29H      TCGA-EE-A29L      TCGA-EE-A29M      TCGA-EE-A29N 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A29P      TCGA-EE-A29R      TCGA-EE-A29S      TCGA-EE-A29V 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A29W      TCGA-EE-A2A0      TCGA-EE-A2A2      TCGA-EE-A2A6 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2GC      TCGA-EE-A2GH      TCGA-EE-A2GI      TCGA-EE-A2GK 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2GL      TCGA-EE-A2GP      TCGA-EE-A2GR      TCGA-EE-A2GS 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2GT      TCGA-EE-A2GU      TCGA-EE-A2M5      TCGA-EE-A2M6 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2M8      TCGA-EE-A2MC      TCGA-EE-A2MD      TCGA-EE-A2MI 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2MJ      TCGA-EE-A2MK      TCGA-EE-A2ML      TCGA-EE-A2MM 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2MN      TCGA-EE-A2MP      TCGA-EE-A2MR      TCGA-EE-A2MS 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A2MT      TCGA-EE-A2MU      TCGA-EE-A3AA      TCGA-EE-A3AB 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A3AC      TCGA-EE-A3AD      TCGA-EE-A3AE      TCGA-EE-A3AF 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A3AG      TCGA-EE-A3J3      TCGA-EE-A3J7      TCGA-EE-A3JA 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-EE-A3JD      TCGA-EE-A3JE      TCGA-EE-A3JH      TCGA-ER-A193 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A195      TCGA-ER-A197      TCGA-ER-A198      TCGA-ER-A199 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A19A      TCGA-ER-A19B      TCGA-ER-A19C      TCGA-ER-A19D 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A19E      TCGA-ER-A19F      TCGA-ER-A19G      TCGA-ER-A19H 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A19J      TCGA-ER-A19L      TCGA-ER-A19M      TCGA-ER-A19N 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A19O      TCGA-ER-A19P      TCGA-ER-A19Q      TCGA-ER-A19S 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A19W      TCGA-ER-A1A1      TCGA-ER-A2NC      TCGA-ER-A2ND 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A2NE      TCGA-ER-A2NF      TCGA-ER-A2NG      TCGA-ER-A2NH 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-ER-A3ES      TCGA-ER-A3ET      TCGA-ER-A3PL      TCGA-FR-A3YN 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-FR-A3YO      TCGA-FS-A1YW      TCGA-FS-A1Z0      TCGA-FS-A1Z4 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-FS-A1ZA      TCGA-FS-A1ZC      TCGA-FS-A1ZD      TCGA-FS-A1ZG 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-FS-A1ZH      TCGA-FS-A1ZJ      TCGA-FS-A1ZM      TCGA-FS-A1ZP 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-FS-A1ZQ      TCGA-FS-A1ZT      TCGA-FS-A1ZU      TCGA-FW-A3I3 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-FW-A3TV      TCGA-GF-A3OT      TCGA-GN-A261      TCGA-GN-A262 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-GN-A264      TCGA-GN-A265      TCGA-GN-A266      TCGA-GN-A267 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-GN-A268      TCGA-GN-A26A      TCGA-GN-A26D 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        4      1      2
  DAAM2 WILD-TYPE     89     78    105
D142V5, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             4              89
  CLUS_2             1              78
  CLUS_3             2             105
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        4      1      2
  DAAM2 WILD-TYPE     69    121     82
D142V6, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             4              69
  CLUS_2             1             121
  CLUS_3             2              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        3      3      1
  DAAM2 WILD-TYPE     65    114     84
D142V7, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             3              65
  CLUS_2             3             114
  CLUS_3             1              84
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DAAM2 MUTATED        1      1      2      3
  DAAM2 WILD-TYPE     28     27     68    140
D142V8, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             1              28
  CLUS_2             1              27
  CLUS_3             2              68
  CLUS_4             3             140
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        4      2      1
  DAAM2 WILD-TYPE     84    100     79
D142V9, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             4              84
  CLUS_2             2             100
  CLUS_3             1              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DAAM2 MUTATED        1      3      2      1
  DAAM2 WILD-TYPE     24    109     82     48
D142V10, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             3             109
  CLUS_3             2              82
  CLUS_4             1              48

Clustering(143) Variable = OR4N4 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        3      1     11
  OR4N4 WILD-TYPE    101     75     88
D143V1, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             3             101
  CLUS_2             1              75
  CLUS_3            11              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        2      5      8
  OR4N4 WILD-TYPE     69     95    100
D143V2, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             2              69
  CLUS_2             5              95
  CLUS_3             8             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4N4 MUTATED        4      3      1      0
  OR4N4 WILD-TYPE     43     54     26     38
D143V3, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             4              43
  CLUS_2             3              54
  CLUS_3             1              26
  CLUS_4             0              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        4      1      3
  OR4N4 WILD-TYPE     63     58     40
D143V4, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             4              63
  CLUS_2             1              58
  CLUS_3             3              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        0      9      6
  OR4N4 WILD-TYPE     93     70    101
D143V5, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             0              93
  CLUS_2             9              70
  CLUS_3             6             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        1     10      4
  OR4N4 WILD-TYPE     72    112     80
D143V6, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             1              72
  CLUS_2            10             112
  CLUS_3             4              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        3      3      7
  OR4N4 WILD-TYPE     65    114     78
D143V7, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             3              65
  CLUS_2             3             114
  CLUS_3             7              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4N4 MUTATED        1      2      4      6
  OR4N4 WILD-TYPE     28     26     66    137
D143V8, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             1              28
  CLUS_2             2              26
  CLUS_3             4              66
  CLUS_4             6             137
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        5      4      4
  OR4N4 WILD-TYPE     83     98     76
D143V9, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             5              83
  CLUS_2             4              98
  CLUS_3             4              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4N4 MUTATED        1      4      5      3
  OR4N4 WILD-TYPE     24    108     79     46
D143V10, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             4             108
  CLUS_3             5              79
  CLUS_4             3              46

Clustering(144) Variable = BMP5 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED       14      4      8
  BMP5 WILD-TYPE     90     72     91
D144V1, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1           14             90
  CLUS_2            4             72
  CLUS_3            8             91
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED        4     19      3
  BMP5 WILD-TYPE     67     81    105
D144V2, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            4             67
  CLUS_2           19             81
  CLUS_3            3            105
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BMP5 MUTATED        2      7      0      1
  BMP5 WILD-TYPE     45     50     27     37
D144V3, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            2             45
  CLUS_2            7             50
  CLUS_3            0             27
  CLUS_4            1             37
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED        3      7      0
  BMP5 WILD-TYPE     64     52     43
D144V4, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            3             64
  CLUS_2            7             52
  CLUS_3            0             43
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED       10      8      8
  BMP5 WILD-TYPE     83     71     99
D144V5, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1           10             83
  CLUS_2            8             71
  CLUS_3            8             99
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED        7     11      8
  BMP5 WILD-TYPE     66    111     76
D144V6, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            7             66
  CLUS_2           11            111
  CLUS_3            8             76
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED        6     12      6
  BMP5 WILD-TYPE     62    105     79
D144V7, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            6             62
  CLUS_2           12            105
  CLUS_3            6             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BMP5 MUTATED        3      1      5     15
  BMP5 WILD-TYPE     26     27     65    128
D144V8, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            3             26
  CLUS_2            1             27
  CLUS_3            5             65
  CLUS_4           15            128
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED        9      9      6
  BMP5 WILD-TYPE     79     93     74
D144V9, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            9             79
  CLUS_2            9             93
  CLUS_3            6             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BMP5 MUTATED        3     11      6      4
  BMP5 WILD-TYPE     22    101     78     45
D144V10, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            3             22
  CLUS_2           11            101
  CLUS_3            6             78
  CLUS_4            4             45

Clustering(145) Variable = RAPGEF5 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        4      5      6
  RAPGEF5 WILD-TYPE    100     71     93
D145V1, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               4               100
  CLUS_2               5                71
  CLUS_3               6                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        4      5      6
  RAPGEF5 WILD-TYPE     67     95    102
D145V2, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               4                67
  CLUS_2               5                95
  CLUS_3               6               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RAPGEF5 MUTATED        3      2      1      3
  RAPGEF5 WILD-TYPE     44     55     26     35
D145V3, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                44
  CLUS_2               2                55
  CLUS_3               1                26
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        3      3      3
  RAPGEF5 WILD-TYPE     64     56     40
D145V4, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                64
  CLUS_2               3                56
  CLUS_3               3                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        7      4      4
  RAPGEF5 WILD-TYPE     86     75    103
D145V5, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               7                86
  CLUS_2               4                75
  CLUS_3               4               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        2      7      6
  RAPGEF5 WILD-TYPE     71    115     78
D145V6, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               2                71
  CLUS_2               7               115
  CLUS_3               6                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        6      5      3
  RAPGEF5 WILD-TYPE     62    112     82
D145V7, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               6                62
  CLUS_2               5               112
  CLUS_3               3                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RAPGEF5 MUTATED        4      1      3      6
  RAPGEF5 WILD-TYPE     25     27     67    137
D145V8, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               4                25
  CLUS_2               1                27
  CLUS_3               3                67
  CLUS_4               6               137
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        7      4      3
  RAPGEF5 WILD-TYPE     81     98     77
D145V9, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               7                81
  CLUS_2               4                98
  CLUS_3               3                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RAPGEF5 MUTATED        3      6      4      1
  RAPGEF5 WILD-TYPE     22    106     80     48
D145V10, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                22
  CLUS_2               6               106
  CLUS_3               4                80
  CLUS_4               1                48

Clustering(146) Variable = HNF4G MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED       11      2     13
  HNF4G WILD-TYPE     93     74     86
D146V1, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1            11              93
  CLUS_2             2              74
  CLUS_3            13              86
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED        6      6     14
  HNF4G WILD-TYPE     65     94     94
D146V2, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             6              65
  CLUS_2             6              94
  CLUS_3            14              94
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  HNF4G MUTATED        2      7      1      2
  HNF4G WILD-TYPE     45     50     26     36
D146V3, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             2              45
  CLUS_2             7              50
  CLUS_3             1              26
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED        6      3      3
  HNF4G WILD-TYPE     61     56     40
D146V4, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             6              61
  CLUS_2             3              56
  CLUS_3             3              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED        9     10      7
  HNF4G WILD-TYPE     84     69    100
D146V5, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             9              84
  CLUS_2            10              69
  CLUS_3             7             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED        4     11     11
  HNF4G WILD-TYPE     69    111     73
D146V6, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             4              69
  CLUS_2            11             111
  CLUS_3            11              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED        4      9     12
  HNF4G WILD-TYPE     64    108     73
D146V7, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             4              64
  CLUS_2             9             108
  CLUS_3            12              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  HNF4G MUTATED        1      4      6     14
  HNF4G WILD-TYPE     28     24     64    129
D146V8, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             1              28
  CLUS_2             4              24
  CLUS_3             6              64
  CLUS_4            14             129
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED        5     11      9
  HNF4G WILD-TYPE     83     91     71
D146V9, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             5              83
  CLUS_2            11              91
  CLUS_3             9              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  HNF4G MUTATED        1     10      9      5
  HNF4G WILD-TYPE     24    102     75     44
D146V10, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             1              24
  CLUS_2            10             102
  CLUS_3             9              75
  CLUS_4             5              44

Clustering(147) Variable = C8B MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED       12     13     13
  C8B WILD-TYPE     92     63     86
D147V1, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1          12            92
  CLUS_2          13            63
  CLUS_3          13            86
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED        9     14     15
  C8B WILD-TYPE     62     86     93
D147V2, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1           9            62
  CLUS_2          14            86
  CLUS_3          15            93
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C8B MUTATED       12      5      2      8
  C8B WILD-TYPE     35     52     25     30
D147V3, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1          12            35
  CLUS_2           5            52
  CLUS_3           2            25
  CLUS_4           8            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED        9      8     10
  C8B WILD-TYPE     58     51     33
D147V4, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1           9            58
  CLUS_2           8            51
  CLUS_3          10            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED       15     11     12
  C8B WILD-TYPE     78     68     95
D147V5, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1          15            78
  CLUS_2          11            68
  CLUS_3          12            95
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED       13     18      7
  C8B WILD-TYPE     60    104     77
D147V6, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1          13            60
  CLUS_2          18           104
  CLUS_3           7            77
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED        9     16     12
  C8B WILD-TYPE     59    101     73
D147V7, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1           9            59
  CLUS_2          16           101
  CLUS_3          12            73
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C8B MUTATED        6      2     12     17
  C8B WILD-TYPE     23     26     58    126
D147V8, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1           6            23
  CLUS_2           2            26
  CLUS_3          12            58
  CLUS_4          17           126
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED        9     16     12
  C8B WILD-TYPE     79     86     68
D147V9, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1           9            79
  CLUS_2          16            86
  CLUS_3          12            68
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C8B MUTATED        5     15     14      3
  C8B WILD-TYPE     20     97     70     46
D147V10, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1           5            20
  CLUS_2          15            97
  CLUS_3          14            70
  CLUS_4           3            46

Clustering(148) Variable = CRNN MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED       10      5      5
  CRNN WILD-TYPE     94     71     94
D148V1, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1           10             94
  CLUS_2            5             71
  CLUS_3            5             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED        2     11      7
  CRNN WILD-TYPE     69     89    101
D148V2, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            2             69
  CLUS_2           11             89
  CLUS_3            7            101
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CRNN MUTATED        1      1      5      6
  CRNN WILD-TYPE     46     56     22     32
D148V3, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            1             46
  CLUS_2            1             56
  CLUS_3            5             22
  CLUS_4            6             32
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED        8      3      2
  CRNN WILD-TYPE     59     56     41
D148V4, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            8             59
  CLUS_2            3             56
  CLUS_3            2             41
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED        3      6     11
  CRNN WILD-TYPE     90     73     96
D148V5, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            3             90
  CLUS_2            6             73
  CLUS_3           11             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED        2     12      6
  CRNN WILD-TYPE     71    110     78
D148V6, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            2             71
  CLUS_2           12            110
  CLUS_3            6             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED        2     11      6
  CRNN WILD-TYPE     66    106     79
D148V7, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            2             66
  CLUS_2           11            106
  CLUS_3            6             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CRNN MUTATED        1      1      4     13
  CRNN WILD-TYPE     28     27     66    130
D148V8, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            1             28
  CLUS_2            1             27
  CLUS_3            4             66
  CLUS_4           13            130
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED        5      9      5
  CRNN WILD-TYPE     83     93     75
D148V9, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            5             83
  CLUS_2            9             93
  CLUS_3            5             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CRNN MUTATED        1     11      4      3
  CRNN WILD-TYPE     24    101     80     46
D148V10, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            1             24
  CLUS_2           11            101
  CLUS_3            4             80
  CLUS_4            3             46

Clustering(149) Variable = DACH1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED        8      5     12
  DACH1 WILD-TYPE     96     71     87
D149V1, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             8              96
  CLUS_2             5              71
  CLUS_3            12              87
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED        2     12     11
  DACH1 WILD-TYPE     69     88     97
D149V2, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             2              69
  CLUS_2            12              88
  CLUS_3            11              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DACH1 MUTATED        7      3      2      1
  DACH1 WILD-TYPE     40     54     25     37
D149V3, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             7              40
  CLUS_2             3              54
  CLUS_3             2              25
  CLUS_4             1              37
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED        5      5      3
  DACH1 WILD-TYPE     62     54     40
D149V4, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             5              62
  CLUS_2             5              54
  CLUS_3             3              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED        7     10      8
  DACH1 WILD-TYPE     86     69     99
D149V5, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             7              86
  CLUS_2            10              69
  CLUS_3             8              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED        5     14      6
  DACH1 WILD-TYPE     68    108     78
D149V6, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             5              68
  CLUS_2            14             108
  CLUS_3             6              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED        8      8      7
  DACH1 WILD-TYPE     60    109     78
D149V7, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             8              60
  CLUS_2             8             109
  CLUS_3             7              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DACH1 MUTATED        5      0      8     10
  DACH1 WILD-TYPE     24     28     62    133
D149V8, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             5              24
  CLUS_2             0              28
  CLUS_3             8              62
  CLUS_4            10             133
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED       11      7      5
  DACH1 WILD-TYPE     77     95     75
D149V9, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1            11              77
  CLUS_2             7              95
  CLUS_3             5              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DACH1 MUTATED        4      8      9      2
  DACH1 WILD-TYPE     21    104     75     47
D149V10, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             4              21
  CLUS_2             8             104
  CLUS_3             9              75
  CLUS_4             2              47

Clustering(150) Variable = OPN5 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        3      3      2
  OPN5 WILD-TYPE    101     73     97
D150V1, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            3            101
  CLUS_2            3             73
  CLUS_3            2             97
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        2      3      3
  OPN5 WILD-TYPE     69     97    105
D150V2, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            2             69
  CLUS_2            3             97
  CLUS_3            3            105
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OPN5 MUTATED        2      2      0      1
  OPN5 WILD-TYPE     45     55     27     37
D150V3, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            2             45
  CLUS_2            2             55
  CLUS_3            0             27
  CLUS_4            1             37
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        2      2      1
  OPN5 WILD-TYPE     65     57     42
D150V4, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            2             65
  CLUS_2            2             57
  CLUS_3            1             42
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        3      3      2
  OPN5 WILD-TYPE     90     76    105
D150V5, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            3             90
  CLUS_2            3             76
  CLUS_3            2            105
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        3      4      1
  OPN5 WILD-TYPE     70    118     83
D150V6, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            3             70
  CLUS_2            4            118
  CLUS_3            1             83
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        2      3      2
  OPN5 WILD-TYPE     66    114     83
D150V7, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            2             66
  CLUS_2            3            114
  CLUS_3            2             83
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OPN5 MUTATED        1      1      2      3
  OPN5 WILD-TYPE     28     27     68    140
D150V8, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            1             28
  CLUS_2            1             27
  CLUS_3            2             68
  CLUS_4            3            140
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        2      3      2
  OPN5 WILD-TYPE     86     99     78
D150V9, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            2             86
  CLUS_2            3             99
  CLUS_3            2             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OPN5 MUTATED        1      3      2      1
  OPN5 WILD-TYPE     24    109     82     48
D150V10, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            1             24
  CLUS_2            3            109
  CLUS_3            2             82
  CLUS_4            1             48

Clustering(151) Variable = ZSWIM2 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED       11      8     11
  ZSWIM2 WILD-TYPE     93     68     88
D151V1, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1             11               93
  CLUS_2              8               68
  CLUS_3             11               88
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED        6     13     11
  ZSWIM2 WILD-TYPE     65     87     97
D151V2, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              6               65
  CLUS_2             13               87
  CLUS_3             11               97
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZSWIM2 MUTATED        5      5      2      7
  ZSWIM2 WILD-TYPE     42     52     25     31
D151V3, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              5               42
  CLUS_2              5               52
  CLUS_3              2               25
  CLUS_4              7               31
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED       11      3      5
  ZSWIM2 WILD-TYPE     56     56     38
D151V4, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1             11               56
  CLUS_2              3               56
  CLUS_3              5               38
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED        9      8     13
  ZSWIM2 WILD-TYPE     84     71     94
D151V5, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              9               84
  CLUS_2              8               71
  CLUS_3             13               94
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED        4     13     13
  ZSWIM2 WILD-TYPE     69    109     71
D151V6, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              4               69
  CLUS_2             13              109
  CLUS_3             13               71
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED        7     14      9
  ZSWIM2 WILD-TYPE     61    103     76
D151V7, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              7               61
  CLUS_2             14              103
  CLUS_3              9               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZSWIM2 MUTATED        3      1      8     18
  ZSWIM2 WILD-TYPE     26     27     62    125
D151V8, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              3               26
  CLUS_2              1               27
  CLUS_3              8               62
  CLUS_4             18              125
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED        9     14      7
  ZSWIM2 WILD-TYPE     79     88     73
D151V9, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              9               79
  CLUS_2             14               88
  CLUS_3              7               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZSWIM2 MUTATED        1     18      9      2
  ZSWIM2 WILD-TYPE     24     94     75     47
D151V10, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              1               24
  CLUS_2             18               94
  CLUS_3              9               75
  CLUS_4              2               47

Clustering(152) Variable = MPP6 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        6      2      7
  MPP6 WILD-TYPE     98     74     92
D152V1, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            6             98
  CLUS_2            2             74
  CLUS_3            7             92
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        2      7      6
  MPP6 WILD-TYPE     69     93    102
D152V2, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            2             69
  CLUS_2            7             93
  CLUS_3            6            102
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MPP6 MUTATED        5      2      1      2
  MPP6 WILD-TYPE     42     55     26     36
D152V3, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            5             42
  CLUS_2            2             55
  CLUS_3            1             26
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        3      5      2
  MPP6 WILD-TYPE     64     54     41
D152V4, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            3             64
  CLUS_2            5             54
  CLUS_3            2             41
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        3      9      3
  MPP6 WILD-TYPE     90     70    104
D152V5, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            3             90
  CLUS_2            9             70
  CLUS_3            3            104
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        2      9      4
  MPP6 WILD-TYPE     71    113     80
D152V6, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            2             71
  CLUS_2            9            113
  CLUS_3            4             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        6      4      5
  MPP6 WILD-TYPE     62    113     80
D152V7, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            6             62
  CLUS_2            4            113
  CLUS_3            5             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MPP6 MUTATED        3      0      3      9
  MPP6 WILD-TYPE     26     28     67    134
D152V8, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            3             26
  CLUS_2            0             28
  CLUS_3            3             67
  CLUS_4            9            134
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        6      4      5
  MPP6 WILD-TYPE     82     98     75
D152V9, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            6             82
  CLUS_2            4             98
  CLUS_3            5             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MPP6 MUTATED        3      7      3      2
  MPP6 WILD-TYPE     22    105     81     47
D152V10, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            3             22
  CLUS_2            7            105
  CLUS_3            3             81
  CLUS_4            2             47

Clustering(153) Variable = UNC119B MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        1      0      5
  UNC119B WILD-TYPE    103     76     94
D153V1, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1               103
  CLUS_2               0                76
  CLUS_3               5                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        0      3      3
  UNC119B WILD-TYPE     71     97    105
D153V2, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                71
  CLUS_2               3                97
  CLUS_3               3               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  UNC119B MUTATED        1      4      0      0
  UNC119B WILD-TYPE     46     53     27     38
D153V3, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                46
  CLUS_2               4                53
  CLUS_3               0                27
  CLUS_4               0                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        2      2      1
  UNC119B WILD-TYPE     65     57     42
D153V4, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               2                65
  CLUS_2               2                57
  CLUS_3               1                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        3      2      1
  UNC119B WILD-TYPE     90     77    106
D153V5, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               3                90
  CLUS_2               2                77
  CLUS_3               1               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        3      3      0
  UNC119B WILD-TYPE     70    119     84
D153V6, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               3                70
  CLUS_2               3               119
  CLUS_3               0                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        1      3      1
  UNC119B WILD-TYPE     67    114     84
D153V7, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                67
  CLUS_2               3               114
  CLUS_3               1                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  UNC119B MUTATED        0      0      2      3
  UNC119B WILD-TYPE     29     28     68    140
D153V8, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                29
  CLUS_2               0                28
  CLUS_3               2                68
  CLUS_4               3               140
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        1      3      1
  UNC119B WILD-TYPE     87     99     79
D153V9, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                87
  CLUS_2               3                99
  CLUS_3               1                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  UNC119B MUTATED        0      3      2      0
  UNC119B WILD-TYPE     25    109     82     49
D153V10, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                25
  CLUS_2               3               109
  CLUS_3               2                82
  CLUS_4               0                49

Clustering(154) Variable = DCDC1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        2      0      5
  DCDC1 WILD-TYPE    102     76     94
D154V1, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             2             102
  CLUS_2             0              76
  CLUS_3             5              94
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        0      2      5
  DCDC1 WILD-TYPE     71     98    103
D154V2, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             0              71
  CLUS_2             2              98
  CLUS_3             5             103
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DCDC1 MUTATED        2      0      0      1
  DCDC1 WILD-TYPE     45     57     27     37
D154V3, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             2              45
  CLUS_2             0              57
  CLUS_3             0              27
  CLUS_4             1              37
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        0      3      0
  DCDC1 WILD-TYPE     67     56     43
D154V4, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             0              67
  CLUS_2             3              56
  CLUS_3             0              43
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        1      4      2
  DCDC1 WILD-TYPE     92     75    105
D154V5, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             1              92
  CLUS_2             4              75
  CLUS_3             2             105
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        1      4      2
  DCDC1 WILD-TYPE     72    118     82
D154V6, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             1              72
  CLUS_2             4             118
  CLUS_3             2              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        0      2      4
  DCDC1 WILD-TYPE     68    115     81
D154V7, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             0              68
  CLUS_2             2             115
  CLUS_3             4              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DCDC1 MUTATED        0      1      1      4
  DCDC1 WILD-TYPE     29     27     69    139
D154V8, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             0              29
  CLUS_2             1              27
  CLUS_3             1              69
  CLUS_4             4             139
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        1      2      3
  DCDC1 WILD-TYPE     87    100     77
D154V9, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             1              87
  CLUS_2             2             100
  CLUS_3             3              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DCDC1 MUTATED        0      2      2      2
  DCDC1 WILD-TYPE     25    110     82     47
D154V10, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             2             110
  CLUS_3             2              82
  CLUS_4             2              47

Clustering(155) Variable = WDR65 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED        7      4     10
  WDR65 WILD-TYPE     97     72     89
D155V1, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             7              97
  CLUS_2             4              72
  CLUS_3            10              89
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED        4      9      8
  WDR65 WILD-TYPE     67     91    100
D155V2, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             4              67
  CLUS_2             9              91
  CLUS_3             8             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  WDR65 MUTATED        3      5      1      4
  WDR65 WILD-TYPE     44     52     26     34
D155V3, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             3              44
  CLUS_2             5              52
  CLUS_3             1              26
  CLUS_4             4              34
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED        5      6      2
  WDR65 WILD-TYPE     62     53     41
D155V4, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             5              62
  CLUS_2             6              53
  CLUS_3             2              41
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED       10      5      6
  WDR65 WILD-TYPE     83     74    101
D155V5, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1            10              83
  CLUS_2             5              74
  CLUS_3             6             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED        7      8      6
  WDR65 WILD-TYPE     66    114     78
D155V6, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             7              66
  CLUS_2             8             114
  CLUS_3             6              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED       10      7      3
  WDR65 WILD-TYPE     58    110     82
D155V7, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1            10              58
  CLUS_2             7             110
  CLUS_3             3              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  WDR65 MUTATED        2      0      7     11
  WDR65 WILD-TYPE     27     28     63    132
D155V8, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             2              27
  CLUS_2             0              28
  CLUS_3             7              63
  CLUS_4            11             132
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED        9      8      3
  WDR65 WILD-TYPE     79     94     77
D155V9, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             9              79
  CLUS_2             8              94
  CLUS_3             3              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  WDR65 MUTATED        2      9      7      2
  WDR65 WILD-TYPE     23    103     77     47
D155V10, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             9             103
  CLUS_3             7              77
  CLUS_4             2              47

Clustering(156) Variable = PTPN22 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED        9      6      9
  PTPN22 WILD-TYPE     95     70     90
D156V1, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              9               95
  CLUS_2              6               70
  CLUS_3              9               90
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED        2     10     12
  PTPN22 WILD-TYPE     69     90     96
D156V2, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              2               69
  CLUS_2             10               90
  CLUS_3             12               96
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTPN22 MUTATED        3      5      0      4
  PTPN22 WILD-TYPE     44     52     27     34
D156V3, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              3               44
  CLUS_2              5               52
  CLUS_3              0               27
  CLUS_4              4               34
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED        2      9      1
  PTPN22 WILD-TYPE     65     50     42
D156V4, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              2               65
  CLUS_2              9               50
  CLUS_3              1               42
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED        5      8     11
  PTPN22 WILD-TYPE     88     71     96
D156V5, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              5               88
  CLUS_2              8               71
  CLUS_3             11               96
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED        4     14      6
  PTPN22 WILD-TYPE     69    108     78
D156V6, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              4               69
  CLUS_2             14              108
  CLUS_3              6               78
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED        7     11      4
  PTPN22 WILD-TYPE     61    106     81
D156V7, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              7               61
  CLUS_2             11              106
  CLUS_3              4               81
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTPN22 MUTATED        4      1      6     11
  PTPN22 WILD-TYPE     25     27     64    132
D156V8, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              4               25
  CLUS_2              1               27
  CLUS_3              6               64
  CLUS_4             11              132
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED       11      7      4
  PTPN22 WILD-TYPE     77     95     76
D156V9, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1             11               77
  CLUS_2              7               95
  CLUS_3              4               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTPN22 MUTATED        3     10      7      2
  PTPN22 WILD-TYPE     22    102     77     47
D156V10, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              3               22
  CLUS_2             10              102
  CLUS_3              7               77
  CLUS_4              2               47

Clustering(157) Variable = TFEC MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        9      6      5
  TFEC WILD-TYPE     95     70     94
D157V1, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            9             95
  CLUS_2            6             70
  CLUS_3            5             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        6     10      4
  TFEC WILD-TYPE     65     90    104
D157V2, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            6             65
  CLUS_2           10             90
  CLUS_3            4            104
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TFEC MUTATED        4      3      0      3
  TFEC WILD-TYPE     43     54     27     35
D157V3, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            4             43
  CLUS_2            3             54
  CLUS_3            0             27
  CLUS_4            3             35
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        2      4      4
  TFEC WILD-TYPE     65     55     39
D157V4, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            2             65
  CLUS_2            4             55
  CLUS_3            4             39
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        7      5      8
  TFEC WILD-TYPE     86     74     99
D157V5, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            7             86
  CLUS_2            5             74
  CLUS_3            8             99
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        6      8      6
  TFEC WILD-TYPE     67    114     78
D157V6, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            6             67
  CLUS_2            8            114
  CLUS_3            6             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        4     10      6
  TFEC WILD-TYPE     64    107     79
D157V7, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            4             64
  CLUS_2           10            107
  CLUS_3            6             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TFEC MUTATED        3      3      3     11
  TFEC WILD-TYPE     26     25     67    132
D157V8, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            3             26
  CLUS_2            3             25
  CLUS_3            3             67
  CLUS_4           11            132
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        7      8      5
  TFEC WILD-TYPE     81     94     75
D157V9, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            7             81
  CLUS_2            8             94
  CLUS_3            5             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TFEC MUTATED        3     10      5      2
  TFEC WILD-TYPE     22    102     79     47
D157V10, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            3             22
  CLUS_2           10            102
  CLUS_3            5             79
  CLUS_4            2             47

Clustering(158) Variable = COL1A1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED       13      6     19
  COL1A1 WILD-TYPE     91     70     80
D158V1, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1             13               91
  CLUS_2              6               70
  CLUS_3             19               80
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED        4     14     20
  COL1A1 WILD-TYPE     67     86     88
D158V2, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              4               67
  CLUS_2             14               86
  CLUS_3             20               88
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL1A1 MUTATED       11      7      2      4
  COL1A1 WILD-TYPE     36     50     25     34
D158V3, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1             11               36
  CLUS_2              7               50
  CLUS_3              2               25
  CLUS_4              4               34
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED        7      8      9
  COL1A1 WILD-TYPE     60     51     34
D158V4, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              7               60
  CLUS_2              8               51
  CLUS_3              9               34
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED        7     14     17
  COL1A1 WILD-TYPE     86     65     90
D158V5, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              7               86
  CLUS_2             14               65
  CLUS_3             17               90
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED        6     21     11
  COL1A1 WILD-TYPE     67    101     73
D158V6, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              6               67
  CLUS_2             21              101
  CLUS_3             11               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED        6     17     13
  COL1A1 WILD-TYPE     62    100     72
D158V7, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              6               62
  CLUS_2             17              100
  CLUS_3             13               72
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL1A1 MUTATED        3      4      7     22
  COL1A1 WILD-TYPE     26     24     63    121
D158V8, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              3               26
  CLUS_2              4               24
  CLUS_3              7               63
  CLUS_4             22              121
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED        7     18     11
  COL1A1 WILD-TYPE     81     84     69
D158V9, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              7               81
  CLUS_2             18               84
  CLUS_3             11               69
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL1A1 MUTATED        2     18      9      7
  COL1A1 WILD-TYPE     23     94     75     42
D158V10, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              2               23
  CLUS_2             18               94
  CLUS_3              9               75
  CLUS_4              7               42

Clustering(159) Variable = CAPSL MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        6      2      9
  CAPSL WILD-TYPE     98     74     90
D159V1, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             6              98
  CLUS_2             2              74
  CLUS_3             9              90
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        1      7      9
  CAPSL WILD-TYPE     70     93     99
D159V2, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             1              70
  CLUS_2             7              93
  CLUS_3             9              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CAPSL MUTATED        3      4      2      1
  CAPSL WILD-TYPE     44     53     25     37
D159V3, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             3              44
  CLUS_2             4              53
  CLUS_3             2              25
  CLUS_4             1              37
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        6      2      2
  CAPSL WILD-TYPE     61     57     41
D159V4, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             6              61
  CLUS_2             2              57
  CLUS_3             2              41
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        2      8      7
  CAPSL WILD-TYPE     91     71    100
D159V5, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             2              91
  CLUS_2             8              71
  CLUS_3             7             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        2     13      2
  CAPSL WILD-TYPE     71    109     82
D159V6, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             2              71
  CLUS_2            13             109
  CLUS_3             2              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        5      8      4
  CAPSL WILD-TYPE     63    109     81
D159V7, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             5              63
  CLUS_2             8             109
  CLUS_3             4              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CAPSL MUTATED        2      0      5     10
  CAPSL WILD-TYPE     27     28     65    133
D159V8, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             2              27
  CLUS_2             0              28
  CLUS_3             5              65
  CLUS_4            10             133
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        6      7      4
  CAPSL WILD-TYPE     82     95     76
D159V9, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             6              82
  CLUS_2             7              95
  CLUS_3             4              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CAPSL MUTATED        1      9      6      1
  CAPSL WILD-TYPE     24    103     78     48
D159V10, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             1              24
  CLUS_2             9             103
  CLUS_3             6              78
  CLUS_4             1              48

Clustering(160) Variable = DDX3X MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        6      5      8
  DDX3X WILD-TYPE     98     71     91
D160V1, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             6              98
  CLUS_2             5              71
  CLUS_3             8              91
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        5      7      7
  DDX3X WILD-TYPE     66     93    101
D160V2, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             5              66
  CLUS_2             7              93
  CLUS_3             7             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DDX3X MUTATED        5      4      2      4
  DDX3X WILD-TYPE     42     53     25     34
D160V3, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             5              42
  CLUS_2             4              53
  CLUS_3             2              25
  CLUS_4             4              34
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        6      4      5
  DDX3X WILD-TYPE     61     55     38
D160V4, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             6              61
  CLUS_2             4              55
  CLUS_3             5              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        5      7      7
  DDX3X WILD-TYPE     88     72    100
D160V5, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             5              88
  CLUS_2             7              72
  CLUS_3             7             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        3      9      7
  DDX3X WILD-TYPE     70    113     77
D160V6, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             3              70
  CLUS_2             9             113
  CLUS_3             7              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        4      9      6
  DDX3X WILD-TYPE     64    108     79
D160V7, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              64
  CLUS_2             9             108
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DDX3X MUTATED        4      2      3     10
  DDX3X WILD-TYPE     25     26     67    133
D160V8, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              25
  CLUS_2             2              26
  CLUS_3             3              67
  CLUS_4            10             133
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        4      8      7
  DDX3X WILD-TYPE     84     94     73
D160V9, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              84
  CLUS_2             8              94
  CLUS_3             7              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DDX3X MUTATED        2     10      4      3
  DDX3X WILD-TYPE     23    102     80     46
D160V10, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             2              23
  CLUS_2            10             102
  CLUS_3             4              80
  CLUS_4             3              46

Clustering(161) Variable = ACMSD MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        6      3      4
  ACMSD WILD-TYPE     98     73     95
D161V1, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             6              98
  CLUS_2             3              73
  CLUS_3             4              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        3      6      4
  ACMSD WILD-TYPE     68     94    104
D161V2, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             3              68
  CLUS_2             6              94
  CLUS_3             4             104
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACMSD MUTATED        3      3      0      2
  ACMSD WILD-TYPE     44     54     27     36
D161V3, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             3              44
  CLUS_2             3              54
  CLUS_3             0              27
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        4      3      1
  ACMSD WILD-TYPE     63     56     42
D161V4, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             4              63
  CLUS_2             3              56
  CLUS_3             1              42
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        6      2      5
  ACMSD WILD-TYPE     87     77    102
D161V5, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             6              87
  CLUS_2             2              77
  CLUS_3             5             102
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        5      5      3
  ACMSD WILD-TYPE     68    117     81
D161V6, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             5              68
  CLUS_2             5             117
  CLUS_3             3              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        2      6      5
  ACMSD WILD-TYPE     66    111     80
D161V7, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             2              66
  CLUS_2             6             111
  CLUS_3             5              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACMSD MUTATED        1      0      5      7
  ACMSD WILD-TYPE     28     28     65    136
D161V8, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             1              28
  CLUS_2             0              28
  CLUS_3             5              65
  CLUS_4             7             136
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        3      6      4
  ACMSD WILD-TYPE     85     96     76
D161V9, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             3              85
  CLUS_2             6              96
  CLUS_3             4              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACMSD MUTATED        1      6      5      1
  ACMSD WILD-TYPE     24    106     79     48
D161V10, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             1              24
  CLUS_2             6             106
  CLUS_3             5              79
  CLUS_4             1              48

Clustering(162) Variable = TIMD4 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        5      5      6
  TIMD4 WILD-TYPE     99     71     93
D162V1, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             5              99
  CLUS_2             5              71
  CLUS_3             6              93
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        2      7      7
  TIMD4 WILD-TYPE     69     93    101
D162V2, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             2              69
  CLUS_2             7              93
  CLUS_3             7             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TIMD4 MUTATED        4      3      1      2
  TIMD4 WILD-TYPE     43     54     26     36
D162V3, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             4              43
  CLUS_2             3              54
  CLUS_3             1              26
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        5      3      2
  TIMD4 WILD-TYPE     62     56     41
D162V4, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             5              62
  CLUS_2             3              56
  CLUS_3             2              41
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        4      7      5
  TIMD4 WILD-TYPE     89     72    102
D162V5, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             4              89
  CLUS_2             7              72
  CLUS_3             5             102
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        3     10      3
  TIMD4 WILD-TYPE     70    112     81
D162V6, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             3              70
  CLUS_2            10             112
  CLUS_3             3              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        4      5      6
  TIMD4 WILD-TYPE     64    112     79
D162V7, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             4              64
  CLUS_2             5             112
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TIMD4 MUTATED        3      1      5      6
  TIMD4 WILD-TYPE     26     27     65    137
D162V8, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             3              26
  CLUS_2             1              27
  CLUS_3             5              65
  CLUS_4             6             137
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        5      4      6
  TIMD4 WILD-TYPE     83     98     74
D162V9, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             5              83
  CLUS_2             4              98
  CLUS_3             6              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TIMD4 MUTATED        2      5      6      2
  TIMD4 WILD-TYPE     23    107     78     47
D162V10, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             5             107
  CLUS_3             6              78
  CLUS_4             2              47

Clustering(163) Variable = NOTCH4 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED       20     10     21
  NOTCH4 WILD-TYPE     84     66     78
D163V1, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1             20               84
  CLUS_2             10               66
  CLUS_3             21               78
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED       13     17     21
  NOTCH4 WILD-TYPE     58     83     87
D163V2, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1             13               58
  CLUS_2             17               83
  CLUS_3             21               87
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NOTCH4 MUTATED        7     16      6      8
  NOTCH4 WILD-TYPE     40     41     21     30
D163V3, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1              7               40
  CLUS_2             16               41
  CLUS_3              6               21
  CLUS_4              8               30
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED       14     17      6
  NOTCH4 WILD-TYPE     53     42     37
D163V4, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1             14               53
  CLUS_2             17               42
  CLUS_3              6               37
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED       12     18     21
  NOTCH4 WILD-TYPE     81     61     86
D163V5, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1             12               81
  CLUS_2             18               61
  CLUS_3             21               86
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED        9     26     16
  NOTCH4 WILD-TYPE     64     96     68
D163V6, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1              9               64
  CLUS_2             26               96
  CLUS_3             16               68
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED       19     21     10
  NOTCH4 WILD-TYPE     49     96     75
D163V7, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1             19               49
  CLUS_2             21               96
  CLUS_3             10               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NOTCH4 MUTATED        5      1     13     31
  NOTCH4 WILD-TYPE     24     27     57    112
D163V8, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1              5               24
  CLUS_2              1               27
  CLUS_3             13               57
  CLUS_4             31              112
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED       18     23      9
  NOTCH4 WILD-TYPE     70     79     71
D163V9, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1             18               70
  CLUS_2             23               79
  CLUS_3              9               71
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NOTCH4 MUTATED        4     31     13      2
  NOTCH4 WILD-TYPE     21     81     71     47
D163V10, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1              4               21
  CLUS_2             31               81
  CLUS_3             13               71
  CLUS_4              2               47

Clustering(164) Variable = C12ORF36 MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        4      4      2
  C12ORF36 WILD-TYPE    100     72     97
D164V1, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                4                100
  CLUS_2                4                 72
  CLUS_3                2                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        1      6      3
  C12ORF36 WILD-TYPE     70     94    105
D164V2, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                1                 70
  CLUS_2                6                 94
  CLUS_3                3                105
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C12ORF36 MUTATED        3      1      1      1
  C12ORF36 WILD-TYPE     44     56     26     37
D164V3, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                3                 44
  CLUS_2                1                 56
  CLUS_3                1                 26
  CLUS_4                1                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        2      4      0
  C12ORF36 WILD-TYPE     65     55     43
D164V4, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                2                 65
  CLUS_2                4                 55
  CLUS_3                0                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        5      2      3
  C12ORF36 WILD-TYPE     88     77    104
D164V5, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                5                 88
  CLUS_2                2                 77
  CLUS_3                3                104
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        5      2      3
  C12ORF36 WILD-TYPE     68    120     81
D164V6, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                5                 68
  CLUS_2                2                120
  CLUS_3                3                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        5      3      2
  C12ORF36 WILD-TYPE     63    114     83
D164V7, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                5                 63
  CLUS_2                3                114
  CLUS_3                2                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C12ORF36 MUTATED        1      0      5      4
  C12ORF36 WILD-TYPE     28     28     65    139
D164V8, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                1                 28
  CLUS_2                0                 28
  CLUS_3                5                 65
  CLUS_4                4                139
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        6      1      3
  C12ORF36 WILD-TYPE     82    101     77
D164V9, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                6                 82
  CLUS_2                1                101
  CLUS_3                3                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C12ORF36 MUTATED        1      3      4      2
  C12ORF36 WILD-TYPE     24    109     80     47
D164V10, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                1                 24
  CLUS_2                3                109
  CLUS_3                4                 80
  CLUS_4                2                 47

Clustering(165) Variable = SDPR MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        9      3      7
  SDPR WILD-TYPE     95     73     92
D165V1, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            9             95
  CLUS_2            3             73
  CLUS_3            7             92
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        3     11      5
  SDPR WILD-TYPE     68     89    103
D165V2, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            3             68
  CLUS_2           11             89
  CLUS_3            5            103
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SDPR MUTATED        3      5      2      2
  SDPR WILD-TYPE     44     52     25     36
D165V3, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            3             44
  CLUS_2            5             52
  CLUS_3            2             25
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        4      7      1
  SDPR WILD-TYPE     63     52     42
D165V4, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            4             63
  CLUS_2            7             52
  CLUS_3            1             42
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        6      3     10
  SDPR WILD-TYPE     87     76     97
D165V5, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            6             87
  CLUS_2            3             76
  CLUS_3           10             97
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        6      9      4
  SDPR WILD-TYPE     67    113     80
D165V6, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            6             67
  CLUS_2            9            113
  CLUS_3            4             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        6      7      6
  SDPR WILD-TYPE     62    110     79
D165V7, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            6             62
  CLUS_2            7            110
  CLUS_3            6             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SDPR MUTATED        2      0      6     11
  SDPR WILD-TYPE     27     28     64    132
D165V8, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            2             27
  CLUS_2            0             28
  CLUS_3            6             64
  CLUS_4           11            132
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        5      9      5
  SDPR WILD-TYPE     83     93     75
D165V9, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            5             83
  CLUS_2            9             93
  CLUS_3            5             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SDPR MUTATED        2     10      6      1
  SDPR WILD-TYPE     23    102     78     48
D165V10, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            2             23
  CLUS_2           10            102
  CLUS_3            6             78
  CLUS_4            1             48

Clustering(166) Variable = GPC5 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED       12      6     13
  GPC5 WILD-TYPE     92     70     86
D166V1, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1           12             92
  CLUS_2            6             70
  CLUS_3           13             86
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED        6     11     14
  GPC5 WILD-TYPE     65     89     94
D166V2, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            6             65
  CLUS_2           11             89
  CLUS_3           14             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GPC5 MUTATED        5      5      2      6
  GPC5 WILD-TYPE     42     52     25     32
D166V3, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            5             42
  CLUS_2            5             52
  CLUS_3            2             25
  CLUS_4            6             32
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED        9      5      4
  GPC5 WILD-TYPE     58     54     39
D166V4, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            9             58
  CLUS_2            5             54
  CLUS_3            4             39
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED        5     12     14
  GPC5 WILD-TYPE     88     67     93
D166V5, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            5             88
  CLUS_2           12             67
  CLUS_3           14             93
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED        5     17      9
  GPC5 WILD-TYPE     68    105     75
D166V6, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            5             68
  CLUS_2           17            105
  CLUS_3            9             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED        9     11     10
  GPC5 WILD-TYPE     59    106     75
D166V7, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            9             59
  CLUS_2           11            106
  CLUS_3           10             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GPC5 MUTATED        3      2      8     17
  GPC5 WILD-TYPE     26     26     62    126
D166V8, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            3             26
  CLUS_2            2             26
  CLUS_3            8             62
  CLUS_4           17            126
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED       10     10     10
  GPC5 WILD-TYPE     78     92     70
D166V9, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1           10             78
  CLUS_2           10             92
  CLUS_3           10             70
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GPC5 MUTATED        2     13     11      4
  GPC5 WILD-TYPE     23     99     73     45
D166V10, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            2             23
  CLUS_2           13             99
  CLUS_3           11             73
  CLUS_4            4             45

Clustering(167) Variable = CCDC28A MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        1      3      6
  CCDC28A WILD-TYPE    103     73     93
D167V1, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               1               103
  CLUS_2               3                73
  CLUS_3               6                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        1      4      5
  CCDC28A WILD-TYPE     70     96    103
D167V2, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               1                70
  CLUS_2               4                96
  CLUS_3               5               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CCDC28A MUTATED        3      2      1      1
  CCDC28A WILD-TYPE     44     55     26     37
D167V3, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               3                44
  CLUS_2               2                55
  CLUS_3               1                26
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        1      3      3
  CCDC28A WILD-TYPE     66     56     40
D167V4, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               1                66
  CLUS_2               3                56
  CLUS_3               3                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        3      5      2
  CCDC28A WILD-TYPE     90     74    105
D167V5, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               3                90
  CLUS_2               5                74
  CLUS_3               2               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        2      5      3
  CCDC28A WILD-TYPE     71    117     81
D167V6, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               2                71
  CLUS_2               5               117
  CLUS_3               3                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        2      3      5
  CCDC28A WILD-TYPE     66    114     80
D167V7, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               2                66
  CLUS_2               3               114
  CLUS_3               5                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CCDC28A MUTATED        0      2      3      5
  CCDC28A WILD-TYPE     29     26     67    138
D167V8, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               0                29
  CLUS_2               2                26
  CLUS_3               3                67
  CLUS_4               5               138
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        3      4      3
  CCDC28A WILD-TYPE     85     98     77
D167V9, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               3                85
  CLUS_2               4                98
  CLUS_3               3                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CCDC28A MUTATED        0      5      4      1
  CCDC28A WILD-TYPE     25    107     80     48
D167V10, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               0                25
  CLUS_2               5               107
  CLUS_3               4                80
  CLUS_4               1                48

Clustering(168) Variable = MC2R MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        4      1      0
  MC2R WILD-TYPE    100     75     99
D168V1, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            4            100
  CLUS_2            1             75
  CLUS_3            0             99
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        1      3      1
  MC2R WILD-TYPE     70     97    107
D168V2, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            1             70
  CLUS_2            3             97
  CLUS_3            1            107
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MC2R MUTATED        1      2      1      1
  MC2R WILD-TYPE     46     55     26     37
D168V3, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            1             46
  CLUS_2            2             55
  CLUS_3            1             26
  CLUS_4            1             37
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        4      1      0
  MC2R WILD-TYPE     63     58     43
D168V4, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            4             63
  CLUS_2            1             58
  CLUS_3            0             43
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        2      1      2
  MC2R WILD-TYPE     91     78    105
D168V5, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            2             91
  CLUS_2            1             78
  CLUS_3            2            105
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        2      1      2
  MC2R WILD-TYPE     71    121     82
D168V6, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            2             71
  CLUS_2            1            121
  CLUS_3            2             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        0      4      1
  MC2R WILD-TYPE     68    113     84
D168V7, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            0             68
  CLUS_2            4            113
  CLUS_3            1             84
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MC2R MUTATED        0      0      1      4
  MC2R WILD-TYPE     29     28     69    139
D168V8, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            0             29
  CLUS_2            0             28
  CLUS_3            1             69
  CLUS_4            4            139
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        0      4      1
  MC2R WILD-TYPE     88     98     79
D168V9, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            0             88
  CLUS_2            4             98
  CLUS_3            1             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MC2R MUTATED        0      4      1      0
  MC2R WILD-TYPE     25    108     83     49
D168V10, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            0             25
  CLUS_2            4            108
  CLUS_3            1             83
  CLUS_4            0             49

Clustering(169) Variable = KL MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED       11      2     13
  KL WILD-TYPE     93     74     86
D169V1, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1         11           93
  CLUS_2          2           74
  CLUS_3         13           86
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED        5      7     14
  KL WILD-TYPE     66     93     94
D169V2, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          5           66
  CLUS_2          7           93
  CLUS_3         14           94
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KL MUTATED        9      3      1      3
  KL WILD-TYPE     38     54     26     35
D169V3, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          9           38
  CLUS_2          3           54
  CLUS_3          1           26
  CLUS_4          3           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED        4      7      5
  KL WILD-TYPE     63     52     38
D169V4, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          4           63
  CLUS_2          7           52
  CLUS_3          5           38
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED        6      9     11
  KL WILD-TYPE     87     70     96
D169V5, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          6           87
  CLUS_2          9           70
  CLUS_3         11           96
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED        6     11      9
  KL WILD-TYPE     67    111     75
D169V6, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          6           67
  CLUS_2         11          111
  CLUS_3          9           75
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED        6      8     11
  KL WILD-TYPE     62    109     74
D169V7, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          6           62
  CLUS_2          8          109
  CLUS_3         11           74
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KL MUTATED        1      1     10     13
  KL WILD-TYPE     28     27     60    130
D169V8, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          1           28
  CLUS_2          1           27
  CLUS_3         10           60
  CLUS_4         13          130
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED        6      9     10
  KL WILD-TYPE     82     93     70
D169V9, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          6           82
  CLUS_2          9           93
  CLUS_3         10           70
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KL MUTATED        1     12     11      1
  KL WILD-TYPE     24    100     73     48
D169V10, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          1           24
  CLUS_2         12          100
  CLUS_3         11           73
  CLUS_4          1           48
> q(save="no")
