
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/8233307/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/SKCM-TM/8282772/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/8282772/SKCM-TM.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/SKCM-TM/8233307/transformed.cor.cli.txt"

nPatients in clinical file=303, in cluster file=278, common to both=278
[1] 167 278
[1] "C15ORF23 MUTATION ANALYSIS"
[1] 3
  C15ORF23 MUTATED C15ORF23 WILD-TYPE 
                19                259 
  C15ORF23 MUTATED C15ORF23 WILD-TYPE 
                19                259 
[1] "ANKRD20A4 MUTATION ANALYSIS"
[1] 3
  ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE 
                  6                 272 
  ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE 
                  6                 272 
[1] "CDKN2A MUTATION ANALYSIS"
[1] 3
  CDKN2A MUTATED CDKN2A WILD-TYPE 
              41              237 
  CDKN2A MUTATED CDKN2A WILD-TYPE 
              41              237 
[1] "NRAS MUTATION ANALYSIS"
[1] 3
  NRAS MUTATED NRAS WILD-TYPE 
            86            192 
  NRAS MUTATED NRAS WILD-TYPE 
            86            192 
[1] "BRAF MUTATION ANALYSIS"
[1] 3
  BRAF MUTATED BRAF WILD-TYPE 
           140            138 
  BRAF MUTATED BRAF WILD-TYPE 
           140            138 
[1] "OXA1L MUTATION ANALYSIS"
[1] 3
  OXA1L MUTATED OXA1L WILD-TYPE 
              8             270 
  OXA1L MUTATED OXA1L WILD-TYPE 
              8             270 
[1] "TP53 MUTATION ANALYSIS"
[1] 3
  TP53 MUTATED TP53 WILD-TYPE 
            47            231 
  TP53 MUTATED TP53 WILD-TYPE 
            47            231 
[1] "STK19 MUTATION ANALYSIS"
[1] 3
  STK19 MUTATED STK19 WILD-TYPE 
             13             265 
  STK19 MUTATED STK19 WILD-TYPE 
             13             265 
[1] "PCDHAC2 MUTATION ANALYSIS"
[1] 3
  PCDHAC2 MUTATED PCDHAC2 WILD-TYPE 
              156               122 
  PCDHAC2 MUTATED PCDHAC2 WILD-TYPE 
              156               122 
[1] "TMEM216 MUTATION ANALYSIS"
[1] 3
  TMEM216 MUTATED TMEM216 WILD-TYPE 
                8               270 
  TMEM216 MUTATED TMEM216 WILD-TYPE 
                8               270 
[1] "PTEN MUTATION ANALYSIS"
[1] 3
  PTEN MUTATED PTEN WILD-TYPE 
            23            255 
  PTEN MUTATED PTEN WILD-TYPE 
            23            255 
[1] "MRPS31 MUTATION ANALYSIS"
[1] 3
  MRPS31 MUTATED MRPS31 WILD-TYPE 
              19              259 
  MRPS31 MUTATED MRPS31 WILD-TYPE 
              19              259 
[1] "PCDHGC5 MUTATION ANALYSIS"
[1] 3
  PCDHGC5 MUTATED PCDHGC5 WILD-TYPE 
              141               137 
  PCDHGC5 MUTATED PCDHGC5 WILD-TYPE 
              141               137 
[1] "BAGE MUTATION ANALYSIS"
[1] 3
  BAGE MUTATED BAGE WILD-TYPE 
             8            270 
  BAGE MUTATED BAGE WILD-TYPE 
             8            270 
[1] "DSG1 MUTATION ANALYSIS"
[1] 3
  DSG1 MUTATED DSG1 WILD-TYPE 
            45            233 
  DSG1 MUTATED DSG1 WILD-TYPE 
            45            233 
[1] "PPP6C MUTATION ANALYSIS"
[1] 3
  PPP6C MUTATED PPP6C WILD-TYPE 
             20             258 
  PPP6C MUTATED PPP6C WILD-TYPE 
             20             258 
[1] "RAC1 MUTATION ANALYSIS"
[1] 3
  RAC1 MUTATED RAC1 WILD-TYPE 
            20            258 
  RAC1 MUTATED RAC1 WILD-TYPE 
            20            258 
[1] "SERPINB3 MUTATION ANALYSIS"
[1] 3
  SERPINB3 MUTATED SERPINB3 WILD-TYPE 
                42                236 
  SERPINB3 MUTATED SERPINB3 WILD-TYPE 
                42                236 
[1] "TSHB MUTATION ANALYSIS"
[1] 3
  TSHB MUTATED TSHB WILD-TYPE 
             5            273 
  TSHB MUTATED TSHB WILD-TYPE 
             5            273 
[1] "NDUFB9 MUTATION ANALYSIS"
[1] 3
  NDUFB9 MUTATED NDUFB9 WILD-TYPE 
               8              270 
  NDUFB9 MUTATED NDUFB9 WILD-TYPE 
               8              270 
[1] "MS4A2 MUTATION ANALYSIS"
[1] 3
  MS4A2 MUTATED MS4A2 WILD-TYPE 
             13             265 
  MS4A2 MUTATED MS4A2 WILD-TYPE 
             13             265 
[1] "RPS27 MUTATION ANALYSIS"
[1] 3
  RPS27 MUTATED RPS27 WILD-TYPE 
             24             254 
  RPS27 MUTATED RPS27 WILD-TYPE 
             24             254 
[1] "PPIAL4G MUTATION ANALYSIS"
[1] 3
  PPIAL4G MUTATED PPIAL4G WILD-TYPE 
               15               263 
  PPIAL4G MUTATED PPIAL4G WILD-TYPE 
               15               263 
[1] "LUZP2 MUTATION ANALYSIS"
[1] 3
  LUZP2 MUTATED LUZP2 WILD-TYPE 
             27             251 
  LUZP2 MUTATED LUZP2 WILD-TYPE 
             27             251 
[1] "FAM113B MUTATION ANALYSIS"
[1] 3
  FAM113B MUTATED FAM113B WILD-TYPE 
               28               250 
  FAM113B MUTATED FAM113B WILD-TYPE 
               28               250 
[1] "IDH1 MUTATION ANALYSIS"
[1] 3
  IDH1 MUTATED IDH1 WILD-TYPE 
            16            262 
  IDH1 MUTATED IDH1 WILD-TYPE 
            16            262 
[1] "OR51S1 MUTATION ANALYSIS"
[1] 3
  OR51S1 MUTATED OR51S1 WILD-TYPE 
              30              248 
  OR51S1 MUTATED OR51S1 WILD-TYPE 
              30              248 
[1] "CYP4X1 MUTATION ANALYSIS"
[1] 3
  CYP4X1 MUTATED CYP4X1 WILD-TYPE 
              21              257 
  CYP4X1 MUTATED CYP4X1 WILD-TYPE 
              21              257 
[1] "ARMC4 MUTATION ANALYSIS"
[1] 3
  ARMC4 MUTATED ARMC4 WILD-TYPE 
             54             224 
  ARMC4 MUTATED ARMC4 WILD-TYPE 
             54             224 
[1] "TUBAL3 MUTATION ANALYSIS"
[1] 3
  TUBAL3 MUTATED TUBAL3 WILD-TYPE 
              10              268 
  TUBAL3 MUTATED TUBAL3 WILD-TYPE 
              10              268 
[1] "AOAH MUTATION ANALYSIS"
[1] 3
  AOAH MUTATED AOAH WILD-TYPE 
            27            251 
  AOAH MUTATED AOAH WILD-TYPE 
            27            251 
[1] "NMNAT3 MUTATION ANALYSIS"
[1] 3
  NMNAT3 MUTATED NMNAT3 WILD-TYPE 
              11              267 
  NMNAT3 MUTATED NMNAT3 WILD-TYPE 
              11              267 
[1] "THEMIS MUTATION ANALYSIS"
[1] 3
  THEMIS MUTATED THEMIS WILD-TYPE 
              34              244 
  THEMIS MUTATED THEMIS WILD-TYPE 
              34              244 
[1] "CYP4Z1 MUTATION ANALYSIS"
[1] 3
  CYP4Z1 MUTATED CYP4Z1 WILD-TYPE 
              27              251 
  CYP4Z1 MUTATED CYP4Z1 WILD-TYPE 
              27              251 
[1] "CTAGE6P MUTATION ANALYSIS"
[1] 3
  CTAGE6P MUTATED CTAGE6P WILD-TYPE 
                7               271 
  CTAGE6P MUTATED CTAGE6P WILD-TYPE 
                7               271 
[1] "TC2N MUTATION ANALYSIS"
[1] 3
  TC2N MUTATED TC2N WILD-TYPE 
            20            258 
  TC2N MUTATED TC2N WILD-TYPE 
            20            258 
[1] "MPP7 MUTATION ANALYSIS"
[1] 3
  MPP7 MUTATED MPP7 WILD-TYPE 
            30            248 
  MPP7 MUTATED MPP7 WILD-TYPE 
            30            248 
[1] "CAPZA3 MUTATION ANALYSIS"
[1] 3
  CAPZA3 MUTATED CAPZA3 WILD-TYPE 
              26              252 
  CAPZA3 MUTATED CAPZA3 WILD-TYPE 
              26              252 
[1] "C1QTNF9 MUTATION ANALYSIS"
[1] 3
  C1QTNF9 MUTATED C1QTNF9 WILD-TYPE 
               16               262 
  C1QTNF9 MUTATED C1QTNF9 WILD-TYPE 
               16               262 
[1] "ZNF99 MUTATION ANALYSIS"
[1] 3
  ZNF99 MUTATED ZNF99 WILD-TYPE 
             38             240 
  ZNF99 MUTATED ZNF99 WILD-TYPE 
             38             240 
[1] "GPR141 MUTATION ANALYSIS"
[1] 3
  GPR141 MUTATED GPR141 WILD-TYPE 
              16              262 
  GPR141 MUTATED GPR141 WILD-TYPE 
              16              262 
[1] "ITGA4 MUTATION ANALYSIS"
[1] 3
  ITGA4 MUTATED ITGA4 WILD-TYPE 
             36             242 
  ITGA4 MUTATED ITGA4 WILD-TYPE 
             36             242 
[1] "PROL1 MUTATION ANALYSIS"
[1] 3
  PROL1 MUTATED PROL1 WILD-TYPE 
             23             255 
  PROL1 MUTATED PROL1 WILD-TYPE 
             23             255 
[1] "EMG1 MUTATION ANALYSIS"
[1] 3
  EMG1 MUTATED EMG1 WILD-TYPE 
             9            269 
  EMG1 MUTATED EMG1 WILD-TYPE 
             9            269 
[1] "TMPRSS11B MUTATION ANALYSIS"
[1] 3
  TMPRSS11B MUTATED TMPRSS11B WILD-TYPE 
                 22                 256 
  TMPRSS11B MUTATED TMPRSS11B WILD-TYPE 
                 22                 256 
[1] "RQCD1 MUTATION ANALYSIS"
[1] 3
  RQCD1 MUTATED RQCD1 WILD-TYPE 
              9             269 
  RQCD1 MUTATED RQCD1 WILD-TYPE 
              9             269 
[1] "OR4E2 MUTATION ANALYSIS"
[1] 3
  OR4E2 MUTATED OR4E2 WILD-TYPE 
             24             254 
  OR4E2 MUTATED OR4E2 WILD-TYPE 
             24             254 
[1] "TCHHL1 MUTATION ANALYSIS"
[1] 3
  TCHHL1 MUTATED TCHHL1 WILD-TYPE 
              39              239 
  TCHHL1 MUTATED TCHHL1 WILD-TYPE 
              39              239 
[1] "LOC649330 MUTATION ANALYSIS"
[1] 3
  LOC649330 MUTATED LOC649330 WILD-TYPE 
                 28                 250 
  LOC649330 MUTATED LOC649330 WILD-TYPE 
                 28                 250 
[1] "PCSK1 MUTATION ANALYSIS"
[1] 3
  PCSK1 MUTATED PCSK1 WILD-TYPE 
             26             252 
  PCSK1 MUTATED PCSK1 WILD-TYPE 
             26             252 
[1] "ELF5 MUTATION ANALYSIS"
[1] 3
  ELF5 MUTATED ELF5 WILD-TYPE 
             9            269 
  ELF5 MUTATED ELF5 WILD-TYPE 
             9            269 
[1] "OGDHL MUTATION ANALYSIS"
[1] 3
  OGDHL MUTATED OGDHL WILD-TYPE 
             33             245 
  OGDHL MUTATED OGDHL WILD-TYPE 
             33             245 
[1] "PCDP1 MUTATION ANALYSIS"
[1] 3
  PCDP1 MUTATED PCDP1 WILD-TYPE 
             18             260 
  PCDP1 MUTATED PCDP1 WILD-TYPE 
             18             260 
[1] "FUT9 MUTATION ANALYSIS"
[1] 3
  FUT9 MUTATED FUT9 WILD-TYPE 
            29            249 
  FUT9 MUTATED FUT9 WILD-TYPE 
            29            249 
[1] "GCOM1 MUTATION ANALYSIS"
[1] 3
  GCOM1 MUTATED GCOM1 WILD-TYPE 
             24             254 
  GCOM1 MUTATED GCOM1 WILD-TYPE 
             24             254 
[1] "SIRPB1 MUTATION ANALYSIS"
[1] 3
  SIRPB1 MUTATED SIRPB1 WILD-TYPE 
              22              256 
  SIRPB1 MUTATED SIRPB1 WILD-TYPE 
              22              256 
[1] "CHGB MUTATION ANALYSIS"
[1] 3
  CHGB MUTATED CHGB WILD-TYPE 
            29            249 
  CHGB MUTATED CHGB WILD-TYPE 
            29            249 
[1] "PENK MUTATION ANALYSIS"
[1] 3
  PENK MUTATED PENK WILD-TYPE 
            23            255 
  PENK MUTATED PENK WILD-TYPE 
            23            255 
[1] "C8ORF34 MUTATION ANALYSIS"
[1] 3
  C8ORF34 MUTATED C8ORF34 WILD-TYPE 
               29               249 
  C8ORF34 MUTATED C8ORF34 WILD-TYPE 
               29               249 
[1] "GALNTL5 MUTATION ANALYSIS"
[1] 3
  GALNTL5 MUTATED GALNTL5 WILD-TYPE 
               15               263 
  GALNTL5 MUTATED GALNTL5 WILD-TYPE 
               15               263 
[1] "TCEB3C MUTATION ANALYSIS"
[1] 3
  TCEB3C MUTATED TCEB3C WILD-TYPE 
              26              252 
  TCEB3C MUTATED TCEB3C WILD-TYPE 
              26              252 
[1] "LRRC4C MUTATION ANALYSIS"
[1] 3
  LRRC4C MUTATED LRRC4C WILD-TYPE 
              41              237 
  LRRC4C MUTATED LRRC4C WILD-TYPE 
              41              237 
[1] "RCAN2 MUTATION ANALYSIS"
[1] 3
  RCAN2 MUTATED RCAN2 WILD-TYPE 
             15             263 
  RCAN2 MUTATED RCAN2 WILD-TYPE 
             15             263 
[1] "SYCP1 MUTATION ANALYSIS"
[1] 3
  SYCP1 MUTATED SYCP1 WILD-TYPE 
             28             250 
  SYCP1 MUTATED SYCP1 WILD-TYPE 
             28             250 
[1] "CYP3A7 MUTATION ANALYSIS"
[1] 3
  CYP3A7 MUTATED CYP3A7 WILD-TYPE 
              25              253 
  CYP3A7 MUTATED CYP3A7 WILD-TYPE 
              25              253 
[1] "APCS MUTATION ANALYSIS"
[1] 3
  APCS MUTATED APCS WILD-TYPE 
            13            265 
  APCS MUTATED APCS WILD-TYPE 
            13            265 
[1] "STXBP5L MUTATION ANALYSIS"
[1] 3
  STXBP5L MUTATED STXBP5L WILD-TYPE 
               55               223 
  STXBP5L MUTATED STXBP5L WILD-TYPE 
               55               223 
[1] "SCN5A MUTATION ANALYSIS"
[1] 3
  SCN5A MUTATED SCN5A WILD-TYPE 
             69             209 
  SCN5A MUTATED SCN5A WILD-TYPE 
             69             209 
[1] "LCE1B MUTATION ANALYSIS"
[1] 3
  LCE1B MUTATED LCE1B WILD-TYPE 
             14             264 
  LCE1B MUTATED LCE1B WILD-TYPE 
             14             264 
[1] "TPTE2 MUTATION ANALYSIS"
[1] 3
  TPTE2 MUTATED TPTE2 WILD-TYPE 
             33             245 
  TPTE2 MUTATED TPTE2 WILD-TYPE 
             33             245 
[1] "OR2W1 MUTATION ANALYSIS"
[1] 3
  OR2W1 MUTATED OR2W1 WILD-TYPE 
             20             258 
  OR2W1 MUTATED OR2W1 WILD-TYPE 
             20             258 
[1] "LRTM1 MUTATION ANALYSIS"
[1] 3
  LRTM1 MUTATED LRTM1 WILD-TYPE 
             26             252 
  LRTM1 MUTATED LRTM1 WILD-TYPE 
             26             252 
[1] "SLC10A2 MUTATION ANALYSIS"
[1] 3
  SLC10A2 MUTATED SLC10A2 WILD-TYPE 
               24               254 
  SLC10A2 MUTATED SLC10A2 WILD-TYPE 
               24               254 
[1] "NF1 MUTATION ANALYSIS"
[1] 3
  NF1 MUTATED NF1 WILD-TYPE 
           38           240 
  NF1 MUTATED NF1 WILD-TYPE 
           38           240 
[1] "STK31 MUTATION ANALYSIS"
[1] 3
  STK31 MUTATED STK31 WILD-TYPE 
             36             242 
  STK31 MUTATED STK31 WILD-TYPE 
             36             242 
[1] "ANGPT1 MUTATION ANALYSIS"
[1] 3
  ANGPT1 MUTATED ANGPT1 WILD-TYPE 
              30              248 
  ANGPT1 MUTATED ANGPT1 WILD-TYPE 
              30              248 
[1] "C18ORF26 MUTATION ANALYSIS"
[1] 3
  C18ORF26 MUTATED C18ORF26 WILD-TYPE 
                17                261 
  C18ORF26 MUTATED C18ORF26 WILD-TYPE 
                17                261 
[1] "VSNL1 MUTATION ANALYSIS"
[1] 3
  VSNL1 MUTATED VSNL1 WILD-TYPE 
              4             274 
  VSNL1 MUTATED VSNL1 WILD-TYPE 
              4             274 
[1] "CRB1 MUTATION ANALYSIS"
[1] 3
  CRB1 MUTATED CRB1 WILD-TYPE 
            52            226 
  CRB1 MUTATED CRB1 WILD-TYPE 
            52            226 
[1] "PREX2 MUTATION ANALYSIS"
[1] 3
  PREX2 MUTATED PREX2 WILD-TYPE 
             68             210 
  PREX2 MUTATED PREX2 WILD-TYPE 
             68             210 
[1] "SPANXN5 MUTATION ANALYSIS"
[1] 3
  SPANXN5 MUTATED SPANXN5 WILD-TYPE 
                8               270 
  SPANXN5 MUTATED SPANXN5 WILD-TYPE 
                8               270 
[1] "NMS MUTATION ANALYSIS"
[1] 3
  NMS MUTATED NMS WILD-TYPE 
           13           265 
  NMS MUTATED NMS WILD-TYPE 
           13           265 
[1] "RERG MUTATION ANALYSIS"
[1] 3
  RERG MUTATED RERG WILD-TYPE 
            11            267 
  RERG MUTATED RERG WILD-TYPE 
            11            267 
[1] "GLYATL2 MUTATION ANALYSIS"
[1] 3
  GLYATL2 MUTATED GLYATL2 WILD-TYPE 
               25               253 
  GLYATL2 MUTATED GLYATL2 WILD-TYPE 
               25               253 
[1] "POTEG MUTATION ANALYSIS"
[1] 3
  POTEG MUTATED POTEG WILD-TYPE 
             31             247 
  POTEG MUTATED POTEG WILD-TYPE 
             31             247 
[1] "ACD MUTATION ANALYSIS"
[1] 3
  ACD MUTATED ACD WILD-TYPE 
           10           268 
  ACD MUTATED ACD WILD-TYPE 
           10           268 
[1] "AREG MUTATION ANALYSIS"
[1] 3
  AREG MUTATED AREG WILD-TYPE 
             7            271 
  AREG MUTATED AREG WILD-TYPE 
             7            271 
[1] "STARD6 MUTATION ANALYSIS"
[1] 3
  STARD6 MUTATED STARD6 WILD-TYPE 
              12              266 
  STARD6 MUTATED STARD6 WILD-TYPE 
              12              266 
[1] "CDK4 MUTATION ANALYSIS"
[1] 3
  CDK4 MUTATED CDK4 WILD-TYPE 
             7            271 
  CDK4 MUTATED CDK4 WILD-TYPE 
             7            271 
[1] "PRSS48 MUTATION ANALYSIS"
[1] 3
  PRSS48 MUTATED PRSS48 WILD-TYPE 
               6              272 
  PRSS48 MUTATED PRSS48 WILD-TYPE 
               6              272 
[1] "FAM58A MUTATION ANALYSIS"
[1] 3
  FAM58A MUTATED FAM58A WILD-TYPE 
               5              273 
  FAM58A MUTATED FAM58A WILD-TYPE 
               5              273 
[1] "COL4A4 MUTATION ANALYSIS"
[1] 3
  COL4A4 MUTATED COL4A4 WILD-TYPE 
              72              206 
  COL4A4 MUTATED COL4A4 WILD-TYPE 
              72              206 
[1] "RPGRIP1 MUTATION ANALYSIS"
[1] 3
  RPGRIP1 MUTATED RPGRIP1 WILD-TYPE 
               25               253 
  RPGRIP1 MUTATED RPGRIP1 WILD-TYPE 
               25               253 
[1] "LPAR1 MUTATION ANALYSIS"
[1] 3
  LPAR1 MUTATED LPAR1 WILD-TYPE 
             13             265 
  LPAR1 MUTATED LPAR1 WILD-TYPE 
             13             265 
[1] "GNAI2 MUTATION ANALYSIS"
[1] 3
  GNAI2 MUTATED GNAI2 WILD-TYPE 
              5             273 
  GNAI2 MUTATED GNAI2 WILD-TYPE 
              5             273 
[1] "PTPRT MUTATION ANALYSIS"
[1] 3
  PTPRT MUTATED PTPRT WILD-TYPE 
             81             197 
  PTPRT MUTATED PTPRT WILD-TYPE 
             81             197 
[1] "PDE1A MUTATION ANALYSIS"
[1] 3
  PDE1A MUTATED PDE1A WILD-TYPE 
             39             239 
  PDE1A MUTATED PDE1A WILD-TYPE 
             39             239 
[1] "KIAA2022 MUTATION ANALYSIS"
[1] 3
  KIAA2022 MUTATED KIAA2022 WILD-TYPE 
                54                224 
  KIAA2022 MUTATED KIAA2022 WILD-TYPE 
                54                224 
[1] "HRNR MUTATION ANALYSIS"
[1] 3
  HRNR MUTATED HRNR WILD-TYPE 
            56            222 
  HRNR MUTATED HRNR WILD-TYPE 
            56            222 
[1] "EIF3D MUTATION ANALYSIS"
[1] 3
  EIF3D MUTATED EIF3D WILD-TYPE 
              4             274 
  EIF3D MUTATED EIF3D WILD-TYPE 
              4             274 
[1] "SLC15A2 MUTATION ANALYSIS"
[1] 3
  SLC15A2 MUTATED SLC15A2 WILD-TYPE 
               32               246 
  SLC15A2 MUTATED SLC15A2 WILD-TYPE 
               32               246 
[1] "ST6GAL2 MUTATION ANALYSIS"
[1] 3
  ST6GAL2 MUTATED ST6GAL2 WILD-TYPE 
               42               236 
  ST6GAL2 MUTATED ST6GAL2 WILD-TYPE 
               42               236 
[1] "DNAJC5B MUTATION ANALYSIS"
[1] 3
  DNAJC5B MUTATED DNAJC5B WILD-TYPE 
               13               265 
  DNAJC5B MUTATED DNAJC5B WILD-TYPE 
               13               265 
[1] "TRHDE MUTATION ANALYSIS"
[1] 3
  TRHDE MUTATED TRHDE WILD-TYPE 
             47             231 
  TRHDE MUTATED TRHDE WILD-TYPE 
             47             231 
[1] "COL19A1 MUTATION ANALYSIS"
[1] 3
  COL19A1 MUTATED COL19A1 WILD-TYPE 
               36               242 
  COL19A1 MUTATED COL19A1 WILD-TYPE 
               36               242 
[1] "OR4K1 MUTATION ANALYSIS"
[1] 3
  OR4K1 MUTATED OR4K1 WILD-TYPE 
             30             248 
  OR4K1 MUTATED OR4K1 WILD-TYPE 
             30             248 
[1] "SLC38A1 MUTATION ANALYSIS"
[1] 3
  SLC38A1 MUTATED SLC38A1 WILD-TYPE 
               20               258 
  SLC38A1 MUTATED SLC38A1 WILD-TYPE 
               20               258 
[1] "TMC5 MUTATION ANALYSIS"
[1] 3
  TMC5 MUTATED TMC5 WILD-TYPE 
            45            233 
  TMC5 MUTATED TMC5 WILD-TYPE 
            45            233 
[1] "TBC1D3B MUTATION ANALYSIS"
[1] 3
  TBC1D3B MUTATED TBC1D3B WILD-TYPE 
                5               273 
  TBC1D3B MUTATED TBC1D3B WILD-TYPE 
                5               273 
[1] "NOP10 MUTATION ANALYSIS"
[1] 3
  NOP10 MUTATED NOP10 WILD-TYPE 
              3             275 
  NOP10 MUTATED NOP10 WILD-TYPE 
              3             275 
[1] "CTNNB1 MUTATION ANALYSIS"
[1] 3
  CTNNB1 MUTATED CTNNB1 WILD-TYPE 
              14              264 
  CTNNB1 MUTATED CTNNB1 WILD-TYPE 
              14              264 
[1] "SNCAIP MUTATION ANALYSIS"
[1] 3
  SNCAIP MUTATED SNCAIP WILD-TYPE 
              49              229 
  SNCAIP MUTATED SNCAIP WILD-TYPE 
              49              229 
[1] "CD2 MUTATION ANALYSIS"
[1] 3
  CD2 MUTATED CD2 WILD-TYPE 
           21           257 
  CD2 MUTATED CD2 WILD-TYPE 
           21           257 
[1] "FASLG MUTATION ANALYSIS"
[1] 3
  FASLG MUTATED FASLG WILD-TYPE 
             12             266 
  FASLG MUTATED FASLG WILD-TYPE 
             12             266 
[1] "LIPI MUTATION ANALYSIS"
[1] 3
  LIPI MUTATED LIPI WILD-TYPE 
            25            253 
  LIPI MUTATED LIPI WILD-TYPE 
            25            253 
[1] "C7ORF58 MUTATION ANALYSIS"
[1] 3
  C7ORF58 MUTATED C7ORF58 WILD-TYPE 
               35               243 
  C7ORF58 MUTATED C7ORF58 WILD-TYPE 
               35               243 
[1] "COL5A1 MUTATION ANALYSIS"
[1] 3
  COL5A1 MUTATED COL5A1 WILD-TYPE 
              56              222 
  COL5A1 MUTATED COL5A1 WILD-TYPE 
              56              222 
[1] "SERPINA10 MUTATION ANALYSIS"
[1] 3
  SERPINA10 MUTATED SERPINA10 WILD-TYPE 
                 28                 250 
  SERPINA10 MUTATED SERPINA10 WILD-TYPE 
                 28                 250 
[1] "C1ORF127 MUTATION ANALYSIS"
[1] 3
  C1ORF127 MUTATED C1ORF127 WILD-TYPE 
                20                258 
  C1ORF127 MUTATED C1ORF127 WILD-TYPE 
                20                258 
[1] "C3ORF71 MUTATION ANALYSIS"
[1] 3
  C3ORF71 MUTATED C3ORF71 WILD-TYPE 
                4               274 
  C3ORF71 MUTATED C3ORF71 WILD-TYPE 
                4               274 
[1] "TTN MUTATION ANALYSIS"
[1] 3
  TTN MUTATED TTN WILD-TYPE 
          202            76 
  TTN MUTATED TTN WILD-TYPE 
          202            76 
[1] "IDO2 MUTATION ANALYSIS"
[1] 3
  IDO2 MUTATED IDO2 WILD-TYPE 
            17            261 
  IDO2 MUTATED IDO2 WILD-TYPE 
            17            261 
[1] "DGAT2L6 MUTATION ANALYSIS"
[1] 3
  DGAT2L6 MUTATED DGAT2L6 WILD-TYPE 
               11               267 
  DGAT2L6 MUTATED DGAT2L6 WILD-TYPE 
               11               267 
[1] "SLC9A4 MUTATION ANALYSIS"
[1] 3
  SLC9A4 MUTATED SLC9A4 WILD-TYPE 
              29              249 
  SLC9A4 MUTATED SLC9A4 WILD-TYPE 
              29              249 
[1] "RPAP1 MUTATION ANALYSIS"
[1] 3
  RPAP1 MUTATED RPAP1 WILD-TYPE 
             13             265 
  RPAP1 MUTATED RPAP1 WILD-TYPE 
             13             265 
[1] "MKX MUTATION ANALYSIS"
[1] 3
  MKX MUTATED MKX WILD-TYPE 
           17           261 
  MKX MUTATED MKX WILD-TYPE 
           17           261 
[1] "FAM19A1 MUTATION ANALYSIS"
[1] 3
  FAM19A1 MUTATED FAM19A1 WILD-TYPE 
               13               265 
  FAM19A1 MUTATED FAM19A1 WILD-TYPE 
               13               265 
[1] "GALNT14 MUTATION ANALYSIS"
[1] 3
  GALNT14 MUTATED GALNT14 WILD-TYPE 
               21               257 
  GALNT14 MUTATED GALNT14 WILD-TYPE 
               21               257 
[1] "CERKL MUTATION ANALYSIS"
[1] 3
  CERKL MUTATED CERKL WILD-TYPE 
             18             260 
  CERKL MUTATED CERKL WILD-TYPE 
             18             260 
[1] "OR4K2 MUTATION ANALYSIS"
[1] 3
  OR4K2 MUTATED OR4K2 WILD-TYPE 
             28             250 
  OR4K2 MUTATED OR4K2 WILD-TYPE 
             28             250 
[1] "GK2 MUTATION ANALYSIS"
[1] 3
  GK2 MUTATED GK2 WILD-TYPE 
           32           246 
  GK2 MUTATED GK2 WILD-TYPE 
           32           246 
[1] "C12ORF50 MUTATION ANALYSIS"
[1] 3
  C12ORF50 MUTATED C12ORF50 WILD-TYPE 
                23                255 
  C12ORF50 MUTATED C12ORF50 WILD-TYPE 
                23                255 
[1] "ZIM3 MUTATION ANALYSIS"
[1] 3
  ZIM3 MUTATED ZIM3 WILD-TYPE 
            26            252 
  ZIM3 MUTATED ZIM3 WILD-TYPE 
            26            252 
[1] "MAP2K1 MUTATION ANALYSIS"
[1] 3
  MAP2K1 MUTATED MAP2K1 WILD-TYPE 
              14              264 
  MAP2K1 MUTATED MAP2K1 WILD-TYPE 
              14              264 
[1] "DAAM2 MUTATION ANALYSIS"
[1] 3
  DAAM2 MUTATED DAAM2 WILD-TYPE 
              7             271 
  DAAM2 MUTATED DAAM2 WILD-TYPE 
              7             271 
[1] "GZMA MUTATION ANALYSIS"
[1] 3
  GZMA MUTATED GZMA WILD-TYPE 
            11            267 
  GZMA MUTATED GZMA WILD-TYPE 
            11            267 
[1] "ACTC1 MUTATION ANALYSIS"
[1] 3
  ACTC1 MUTATED ACTC1 WILD-TYPE 
             15             263 
  ACTC1 MUTATED ACTC1 WILD-TYPE 
             15             263 
[1] "ADAMTS2 MUTATION ANALYSIS"
[1] 3
  ADAMTS2 MUTATED ADAMTS2 WILD-TYPE 
               29               249 
  ADAMTS2 MUTATED ADAMTS2 WILD-TYPE 
               29               249 
[1] "KCNB2 MUTATION ANALYSIS"
[1] 3
  KCNB2 MUTATED KCNB2 WILD-TYPE 
             59             219 
  KCNB2 MUTATED KCNB2 WILD-TYPE 
             59             219 
[1] "IL7R MUTATION ANALYSIS"
[1] 3
  IL7R MUTATED IL7R WILD-TYPE 
            30            248 
  IL7R MUTATED IL7R WILD-TYPE 
            30            248 
[1] "RAPGEF5 MUTATION ANALYSIS"
[1] 3
  RAPGEF5 MUTATED RAPGEF5 WILD-TYPE 
               15               263 
  RAPGEF5 MUTATED RAPGEF5 WILD-TYPE 
               15               263 
[1] "OR4N4 MUTATION ANALYSIS"
[1] 3
  OR4N4 MUTATED OR4N4 WILD-TYPE 
             15             263 
  OR4N4 MUTATED OR4N4 WILD-TYPE 
             15             263 
[1] "BMP5 MUTATION ANALYSIS"
[1] 3
  BMP5 MUTATED BMP5 WILD-TYPE 
            26            252 
  BMP5 MUTATED BMP5 WILD-TYPE 
            26            252 
[1] "HNF4G MUTATION ANALYSIS"
[1] 3
  HNF4G MUTATED HNF4G WILD-TYPE 
             26             252 
  HNF4G MUTATED HNF4G WILD-TYPE 
             26             252 
[1] "C8B MUTATION ANALYSIS"
[1] 3
  C8B MUTATED C8B WILD-TYPE 
           38           240 
  C8B MUTATED C8B WILD-TYPE 
           38           240 
[1] "CRNN MUTATION ANALYSIS"
[1] 3
  CRNN MUTATED CRNN WILD-TYPE 
            20            258 
  CRNN MUTATED CRNN WILD-TYPE 
            20            258 
[1] "UNC119B MUTATION ANALYSIS"
[1] 3
  UNC119B MUTATED UNC119B WILD-TYPE 
                6               272 
  UNC119B MUTATED UNC119B WILD-TYPE 
                6               272 
[1] "OPN5 MUTATION ANALYSIS"
[1] 3
  OPN5 MUTATED OPN5 WILD-TYPE 
             8            270 
  OPN5 MUTATED OPN5 WILD-TYPE 
             8            270 
[1] "ZSWIM2 MUTATION ANALYSIS"
[1] 3
  ZSWIM2 MUTATED ZSWIM2 WILD-TYPE 
              30              248 
  ZSWIM2 MUTATED ZSWIM2 WILD-TYPE 
              30              248 
[1] "MPP6 MUTATION ANALYSIS"
[1] 3
  MPP6 MUTATED MPP6 WILD-TYPE 
            15            263 
  MPP6 MUTATED MPP6 WILD-TYPE 
            15            263 
[1] "DACH1 MUTATION ANALYSIS"
[1] 3
  DACH1 MUTATED DACH1 WILD-TYPE 
             25             253 
  DACH1 MUTATED DACH1 WILD-TYPE 
             25             253 
[1] "COL1A1 MUTATION ANALYSIS"
[1] 3
  COL1A1 MUTATED COL1A1 WILD-TYPE 
              38              240 
  COL1A1 MUTATED COL1A1 WILD-TYPE 
              38              240 
[1] "PTPN22 MUTATION ANALYSIS"
[1] 3
  PTPN22 MUTATED PTPN22 WILD-TYPE 
              24              254 
  PTPN22 MUTATED PTPN22 WILD-TYPE 
              24              254 
[1] "DCDC1 MUTATION ANALYSIS"
[1] 3
  DCDC1 MUTATED DCDC1 WILD-TYPE 
              7             271 
  DCDC1 MUTATED DCDC1 WILD-TYPE 
              7             271 
[1] "WDR65 MUTATION ANALYSIS"
[1] 3
  WDR65 MUTATED WDR65 WILD-TYPE 
             21             257 
  WDR65 MUTATED WDR65 WILD-TYPE 
             21             257 
[1] "TFEC MUTATION ANALYSIS"
[1] 3
  TFEC MUTATED TFEC WILD-TYPE 
            20            258 
  TFEC MUTATED TFEC WILD-TYPE 
            20            258 
[1] "NOTCH4 MUTATION ANALYSIS"
[1] 3
  NOTCH4 MUTATED NOTCH4 WILD-TYPE 
              51              227 
  NOTCH4 MUTATED NOTCH4 WILD-TYPE 
              51              227 
[1] "KL MUTATION ANALYSIS"
[1] 3
  KL MUTATED KL WILD-TYPE 
          26          252 
  KL MUTATED KL WILD-TYPE 
          26          252 
[1] "CAPSL MUTATION ANALYSIS"
[1] 3
  CAPSL MUTATED CAPSL WILD-TYPE 
             17             261 
  CAPSL MUTATED CAPSL WILD-TYPE 
             17             261 
[1] "ACMSD MUTATION ANALYSIS"
[1] 3
  ACMSD MUTATED ACMSD WILD-TYPE 
             13             265 
  ACMSD MUTATED ACMSD WILD-TYPE 
             13             265 
[1] "TIMD4 MUTATION ANALYSIS"
[1] 3
  TIMD4 MUTATED TIMD4 WILD-TYPE 
             16             262 
  TIMD4 MUTATED TIMD4 WILD-TYPE 
             16             262 
[1] "C12ORF36 MUTATION ANALYSIS"
[1] 3
  C12ORF36 MUTATED C12ORF36 WILD-TYPE 
                10                268 
  C12ORF36 MUTATED C12ORF36 WILD-TYPE 
                10                268 
[1] "SDPR MUTATION ANALYSIS"
[1] 3
  SDPR MUTATED SDPR WILD-TYPE 
            19            259 
  SDPR MUTATED SDPR WILD-TYPE 
            19            259 
[1] "GPC5 MUTATION ANALYSIS"
[1] 3
  GPC5 MUTATED GPC5 WILD-TYPE 
            31            247 
  GPC5 MUTATED GPC5 WILD-TYPE 
            31            247 
[1] "CCDC28A MUTATION ANALYSIS"
[1] 3
  CCDC28A MUTATED CCDC28A WILD-TYPE 
               10               268 
  CCDC28A MUTATED CCDC28A WILD-TYPE 
               10               268 
[1] "DDX3X MUTATION ANALYSIS"
[1] 3
  DDX3X MUTATED DDX3X WILD-TYPE 
             19             259 
  DDX3X MUTATED DDX3X WILD-TYPE 
             19             259 
[1] "MC2R MUTATION ANALYSIS"
[1] 3
  MC2R MUTATED MC2R WILD-TYPE 
             5            273 
  MC2R MUTATED MC2R WILD-TYPE 
             5            273 
[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 278 columns.

Variable 1:'CN_CNMF':	nDistinctValues=4,	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=3,	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 278 columns, 0 survival variables, and 10 non-survival variables.
CN_CNMF, nv=4, 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=3, 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 CLUS_4
  C15ORF23 MUTATED        4      4      3      8
  C15ORF23 WILD-TYPE     78     47     44     90
D1V1, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                4                 78
  CLUS_2                4                 47
  CLUS_3                3                 44
  CLUS_4                8                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        1      9      9
  C15ORF23 WILD-TYPE     76     86     97
D1V2, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 76
  CLUS_2                9                 86
  CLUS_3                9                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C15ORF23 MUTATED        4      3      2      1
  C15ORF23 WILD-TYPE     42     55     24     37
D1V3, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                4                 42
  CLUS_2                3                 55
  CLUS_3                2                 24
  CLUS_4                1                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        2      5      3
  C15ORF23 WILD-TYPE     36     65     57
D1V4, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                2                 36
  CLUS_2                5                 65
  CLUS_3                3                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        7      6      6
  C15ORF23 WILD-TYPE     91     72     96
D1V5, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                7                 91
  CLUS_2                6                 72
  CLUS_3                6                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        4     12      3
  C15ORF23 WILD-TYPE     69    122     68
D1V6, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                4                 69
  CLUS_2               12                122
  CLUS_3                3                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        3      8      5
  C15ORF23 WILD-TYPE     64    109     80
D1V7, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                3                 64
  CLUS_2                8                109
  CLUS_3                5                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        1     11      4
  C15ORF23 WILD-TYPE     26    149     78
D1V8, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 26
  CLUS_2               11                149
  CLUS_3                4                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C15ORF23 MUTATED        3      9      4
  C15ORF23 WILD-TYPE     79    101     73
D1V9, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                3                 79
  CLUS_2                9                101
  CLUS_3                4                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C15ORF23 MUTATED        1      4      4      7
  C15ORF23 WILD-TYPE     24     75     41    113
D1V10, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 24
  CLUS_2                4                 75
  CLUS_3                4                 41
  CLUS_4                7                113

Clustering(2) Variable = ANKRD20A4 MUTATION ANALYSIS
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ANKRD20A4 MUTATED        1      1      0      4
  ANKRD20A4 WILD-TYPE     81     50     47     94
D2V1, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 1                  81
  CLUS_2                 1                  50
  CLUS_3                 0                  47
  CLUS_4                 4                  94
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        0      3      3
  ANKRD20A4 WILD-TYPE     77     92    103
D2V2, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  77
  CLUS_2                 3                  92
  CLUS_3                 3                 103
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ANKRD20A4 MUTATED        2      1      0      1
  ANKRD20A4 WILD-TYPE     44     57     26     37
D2V3, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 2                  44
  CLUS_2                 1                  57
  CLUS_3                 0                  26
  CLUS_4                 1                  37
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        2      2      0
  ANKRD20A4 WILD-TYPE     36     68     60
D2V4, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 2                  36
  CLUS_2                 2                  68
  CLUS_3                 0                  60
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        0      4      2
  ANKRD20A4 WILD-TYPE     98     74    100
D2V5, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  98
  CLUS_2                 4                  74
  CLUS_3                 2                 100
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        0      4      2
  ANKRD20A4 WILD-TYPE     73    130     69
D2V6, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  73
  CLUS_2                 4                 130
  CLUS_3                 2                  69
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        1      3      2
  ANKRD20A4 WILD-TYPE     66    114     83
D2V7, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 1                  66
  CLUS_2                 3                 114
  CLUS_3                 2                  83
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        0      4      2
  ANKRD20A4 WILD-TYPE     27    156     80
D2V8, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  27
  CLUS_2                 4                 156
  CLUS_3                 2                  80
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  ANKRD20A4 MUTATED        0      4      2
  ANKRD20A4 WILD-TYPE     82    106     75
D2V9, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  82
  CLUS_2                 4                 106
  CLUS_3                 2                  75
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ANKRD20A4 MUTATED        0      2      0      4
  ANKRD20A4 WILD-TYPE     25     77     45    116
D2V10, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  25
  CLUS_2                 2                  77
  CLUS_3                 0                  45
  CLUS_4                 4                 116

Clustering(3) Variable = CDKN2A MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CDKN2A MUTATED       12      9     10     10
  CDKN2A WILD-TYPE     70     42     37     88
D3V1, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             12               70
  CLUS_2              9               42
  CLUS_3             10               37
  CLUS_4             10               88
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED        7     20     14
  CDKN2A WILD-TYPE     70     75     92
D3V2, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              7               70
  CLUS_2             20               75
  CLUS_3             14               92
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CDKN2A MUTATED        7      6      8      6
  CDKN2A WILD-TYPE     39     52     18     32
D3V3, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              7               39
  CLUS_2              6               52
  CLUS_3              8               18
  CLUS_4              6               32
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED        6     12      9
  CDKN2A WILD-TYPE     32     58     51
D3V4, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              6               32
  CLUS_2             12               58
  CLUS_3              9               51
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED       16     10     15
  CDKN2A WILD-TYPE     82     68     87
D3V5, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             16               82
  CLUS_2             10               68
  CLUS_3             15               87
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED       13     19      9
  CDKN2A WILD-TYPE     60    115     62
D3V6, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             13               60
  CLUS_2             19              115
  CLUS_3              9               62
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED        8     19     13
  CDKN2A WILD-TYPE     59     98     72
D3V7, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              8               59
  CLUS_2             19               98
  CLUS_3             13               72
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED        4     26     10
  CDKN2A WILD-TYPE     23    134     72
D3V8, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              4               23
  CLUS_2             26              134
  CLUS_3             10               72
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CDKN2A MUTATED       13     17     10
  CDKN2A WILD-TYPE     69     93     67
D3V9, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             13               69
  CLUS_2             17               93
  CLUS_3             10               67
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CDKN2A MUTATED        4     10      5     21
  CDKN2A WILD-TYPE     21     69     40     99
D3V10, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              4               21
  CLUS_2             10               69
  CLUS_3              5               40
  CLUS_4             21               99

Clustering(4) Variable = NRAS MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NRAS MUTATED       38     14      7     27
  NRAS WILD-TYPE     44     37     40     71
D4V1, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           38             44
  CLUS_2           14             37
  CLUS_3            7             40
  CLUS_4           27             71
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED       22     40     24
  NRAS WILD-TYPE     55     55     82
D4V2, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           22             55
  CLUS_2           40             55
  CLUS_3           24             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NRAS MUTATED       17     19      7      8
  NRAS WILD-TYPE     29     39     19     30
D4V3, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           17             29
  CLUS_2           19             39
  CLUS_3            7             19
  CLUS_4            8             30
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED       15     13     23
  NRAS WILD-TYPE     23     57     37
D4V4, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           15             23
  CLUS_2           13             57
  CLUS_3           23             37
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED       31     22     33
  NRAS WILD-TYPE     67     56     69
D4V5, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           31             67
  CLUS_2           22             56
  CLUS_3           33             69
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED       24     37     25
  NRAS WILD-TYPE     49     97     46
D4V6, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           24             49
  CLUS_2           37             97
  CLUS_3           25             46
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED       21     36     25
  NRAS WILD-TYPE     46     81     60
D4V7, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           21             46
  CLUS_2           36             81
  CLUS_3           25             60
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED        9     51     22
  NRAS WILD-TYPE     18    109     60
D4V8, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1            9             18
  CLUS_2           51            109
  CLUS_3           22             60
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  NRAS MUTATED       28     34     20
  NRAS WILD-TYPE     54     76     57
D4V9, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           28             54
  CLUS_2           34             76
  CLUS_3           20             57
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NRAS MUTATED        9     20     11     42
  NRAS WILD-TYPE     16     59     34     78
D4V10, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1            9             16
  CLUS_2           20             59
  CLUS_3           11             34
  CLUS_4           42             78

Clustering(5) Variable = BRAF MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BRAF MUTATED       25     28     35     52
  BRAF WILD-TYPE     57     23     12     46
D5V1, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           25             57
  CLUS_2           28             23
  CLUS_3           35             12
  CLUS_4           52             46
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       31     47     62
  BRAF WILD-TYPE     46     48     44
D5V2, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           31             46
  CLUS_2           47             48
  CLUS_3           62             44
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BRAF MUTATED       24     24     14     21
  BRAF WILD-TYPE     22     34     12     17
D5V3, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           24             22
  CLUS_2           24             34
  CLUS_3           14             12
  CLUS_4           21             17
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       20     38     25
  BRAF WILD-TYPE     18     32     35
D5V4, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           20             18
  CLUS_2           38             32
  CLUS_3           25             35
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       60     40     40
  BRAF WILD-TYPE     38     38     62
D5V5, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           60             38
  CLUS_2           40             38
  CLUS_3           40             62
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       44     75     21
  BRAF WILD-TYPE     29     59     50
D5V6, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           44             29
  CLUS_2           75             59
  CLUS_3           21             50
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       37     51     47
  BRAF WILD-TYPE     30     66     38
D5V7, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           37             30
  CLUS_2           51             66
  CLUS_3           47             38
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       16     73     46
  BRAF WILD-TYPE     11     87     36
D5V8, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           16             11
  CLUS_2           73             87
  CLUS_3           46             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BRAF MUTATED       38     51     46
  BRAF WILD-TYPE     44     59     31
D5V9, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           38             44
  CLUS_2           51             59
  CLUS_3           46             31
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BRAF MUTATED       14     46     26     49
  BRAF WILD-TYPE     11     33     19     71
D5V10, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           14             11
  CLUS_2           46             33
  CLUS_3           26             19
  CLUS_4           49             71

Clustering(6) Variable = OXA1L MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OXA1L MUTATED        4      2      0      2
  OXA1L WILD-TYPE     78     49     47     96
D6V1, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             4              78
  CLUS_2             2              49
  CLUS_3             0              47
  CLUS_4             2              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        2      5      1
  OXA1L WILD-TYPE     75     90    105
D6V2, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             2              75
  CLUS_2             5              90
  CLUS_3             1             105
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OXA1L MUTATED        1      2      1      1
  OXA1L WILD-TYPE     45     56     25     37
D6V3, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              45
  CLUS_2             2              56
  CLUS_3             1              25
  CLUS_4             1              37
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        0      4      1
  OXA1L WILD-TYPE     38     66     59
D6V4, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             0              38
  CLUS_2             4              66
  CLUS_3             1              59
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        1      3      4
  OXA1L WILD-TYPE     97     75     98
D6V5, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              97
  CLUS_2             3              75
  CLUS_3             4              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        1      4      3
  OXA1L WILD-TYPE     72    130     68
D6V6, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              72
  CLUS_2             4             130
  CLUS_3             3              68
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        3      4      1
  OXA1L WILD-TYPE     64    113     84
D6V7, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             3              64
  CLUS_2             4             113
  CLUS_3             1              84
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        1      6      1
  OXA1L WILD-TYPE     26    154     81
D6V8, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              26
  CLUS_2             6             154
  CLUS_3             1              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OXA1L MUTATED        3      4      1
  OXA1L WILD-TYPE     79    106     76
D6V9, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             3              79
  CLUS_2             4             106
  CLUS_3             1              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OXA1L MUTATED        1      1      0      6
  OXA1L WILD-TYPE     24     78     45    114
D6V10, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              24
  CLUS_2             1              78
  CLUS_3             0              45
  CLUS_4             6             114

Clustering(7) Variable = TP53 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TP53 MUTATED       12      8      8     19
  TP53 WILD-TYPE     70     43     39     79
D7V1, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           12             70
  CLUS_2            8             43
  CLUS_3            8             39
  CLUS_4           19             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED        6     23     18
  TP53 WILD-TYPE     71     72     88
D7V2, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            6             71
  CLUS_2           23             72
  CLUS_3           18             88
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TP53 MUTATED        5      8      3     10
  TP53 WILD-TYPE     41     50     23     28
D7V3, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            5             41
  CLUS_2            8             50
  CLUS_3            3             23
  CLUS_4           10             28
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED        4     10     12
  TP53 WILD-TYPE     34     60     48
D7V4, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            4             34
  CLUS_2           10             60
  CLUS_3           12             48
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED       13     18     16
  TP53 WILD-TYPE     85     60     86
D7V5, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           13             85
  CLUS_2           18             60
  CLUS_3           16             86
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED       10     25     12
  TP53 WILD-TYPE     63    109     59
D7V6, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           10             63
  CLUS_2           25            109
  CLUS_3           12             59
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED       10     19     13
  TP53 WILD-TYPE     57     98     72
D7V7, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           10             57
  CLUS_2           19             98
  CLUS_3           13             72
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED        4     27     11
  TP53 WILD-TYPE     23    133     71
D7V8, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            4             23
  CLUS_2           27            133
  CLUS_3           11             71
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TP53 MUTATED       14     18     10
  TP53 WILD-TYPE     68     92     67
D7V9, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           14             68
  CLUS_2           18             92
  CLUS_3           10             67
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TP53 MUTATED        4      9      7     22
  TP53 WILD-TYPE     21     70     38     98
D7V10, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            4             21
  CLUS_2            9             70
  CLUS_3            7             38
  CLUS_4           22             98

Clustering(8) Variable = STK19 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STK19 MUTATED        3      3      1      6
  STK19 WILD-TYPE     79     48     46     92
D8V1, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             3              79
  CLUS_2             3              48
  CLUS_3             1              46
  CLUS_4             6              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        0      6      7
  STK19 WILD-TYPE     77     89     99
D8V2, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              77
  CLUS_2             6              89
  CLUS_3             7              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STK19 MUTATED        2      0      2      2
  STK19 WILD-TYPE     44     58     24     36
D8V3, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             0              58
  CLUS_3             2              24
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        0      3      3
  STK19 WILD-TYPE     38     67     57
D8V4, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              38
  CLUS_2             3              67
  CLUS_3             3              57
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        3      5      5
  STK19 WILD-TYPE     95     73     97
D8V5, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             3              95
  CLUS_2             5              73
  CLUS_3             5              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        2      8      3
  STK19 WILD-TYPE     71    126     68
D8V6, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              71
  CLUS_2             8             126
  CLUS_3             3              68
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        2      7      3
  STK19 WILD-TYPE     65    110     82
D8V7, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              65
  CLUS_2             7             110
  CLUS_3             3              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        0      9      3
  STK19 WILD-TYPE     27    151     79
D8V8, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              27
  CLUS_2             9             151
  CLUS_3             3              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK19 MUTATED        2      7      3
  STK19 WILD-TYPE     80    103     74
D8V9, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              80
  CLUS_2             7             103
  CLUS_3             3              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STK19 MUTATED        0      3      1      8
  STK19 WILD-TYPE     25     76     44    112
D8V10, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             3              76
  CLUS_3             1              44
  CLUS_4             8             112

Clustering(9) Variable = PCDHAC2 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDHAC2 MUTATED       45     30     22     59
  PCDHAC2 WILD-TYPE     37     21     25     39
D9V1, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              45                37
  CLUS_2              30                21
  CLUS_3              22                25
  CLUS_4              59                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       34     58     64
  PCDHAC2 WILD-TYPE     43     37     42
D9V2, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              34                43
  CLUS_2              58                37
  CLUS_3              64                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDHAC2 MUTATED       28     29     16     25
  PCDHAC2 WILD-TYPE     18     29     10     13
D9V3, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              28                18
  CLUS_2              29                29
  CLUS_3              16                10
  CLUS_4              25                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       21     39     38
  PCDHAC2 WILD-TYPE     17     31     22
D9V4, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              21                17
  CLUS_2              39                31
  CLUS_3              38                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       57     45     54
  PCDHAC2 WILD-TYPE     41     33     48
D9V5, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              57                41
  CLUS_2              45                33
  CLUS_3              54                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       39     80     37
  PCDHAC2 WILD-TYPE     34     54     34
D9V6, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              39                34
  CLUS_2              80                54
  CLUS_3              37                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       38     68     46
  PCDHAC2 WILD-TYPE     29     49     39
D9V7, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              38                29
  CLUS_2              68                49
  CLUS_3              46                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       15     92     45
  PCDHAC2 WILD-TYPE     12     68     37
D9V8, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              15                12
  CLUS_2              92                68
  CLUS_3              45                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHAC2 MUTATED       47     66     39
  PCDHAC2 WILD-TYPE     35     44     38
D9V9, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              47                35
  CLUS_2              66                44
  CLUS_3              39                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDHAC2 MUTATED       13     43     23     73
  PCDHAC2 WILD-TYPE     12     36     22     47
D9V10, multiclass
        clus
vv       PCDHAC2 MUTATED PCDHAC2 WILD-TYPE
  CLUS_1              13                12
  CLUS_2              43                36
  CLUS_3              23                22
  CLUS_4              73                47

Clustering(10) Variable = TMEM216 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMEM216 MUTATED        1      0      3      4
  TMEM216 WILD-TYPE     81     51     44     94
D10V1, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               1                81
  CLUS_2               0                51
  CLUS_3               3                44
  CLUS_4               4                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        3      1      4
  TMEM216 WILD-TYPE     74     94    102
D10V2, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               3                74
  CLUS_2               1                94
  CLUS_3               4               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMEM216 MUTATED        4      0      2      1
  TMEM216 WILD-TYPE     42     58     24     37
D10V3, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               4                42
  CLUS_2               0                58
  CLUS_3               2                24
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        1      4      2
  TMEM216 WILD-TYPE     37     66     58
D10V4, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               1                37
  CLUS_2               4                66
  CLUS_3               2                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        3      3      2
  TMEM216 WILD-TYPE     95     75    100
D10V5, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               3                95
  CLUS_2               3                75
  CLUS_3               2               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        3      3      2
  TMEM216 WILD-TYPE     70    131     69
D10V6, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               3                70
  CLUS_2               3               131
  CLUS_3               2                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        3      3      2
  TMEM216 WILD-TYPE     64    114     83
D10V7, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               3                64
  CLUS_2               3               114
  CLUS_3               2                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        0      4      4
  TMEM216 WILD-TYPE     27    156     78
D10V8, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               0                27
  CLUS_2               4               156
  CLUS_3               4                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TMEM216 MUTATED        3      3      2
  TMEM216 WILD-TYPE     79    107     75
D10V9, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               3                79
  CLUS_2               3               107
  CLUS_3               2                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMEM216 MUTATED        0      4      1      3
  TMEM216 WILD-TYPE     25     75     44    117
D10V10, multiclass
        clus
vv       TMEM216 MUTATED TMEM216 WILD-TYPE
  CLUS_1               0                25
  CLUS_2               4                75
  CLUS_3               1                44
  CLUS_4               3               117

Clustering(11) Variable = PTEN MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTEN MUTATED        8      6      4      5
  PTEN WILD-TYPE     74     45     43     93
D11V1, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            8             74
  CLUS_2            6             45
  CLUS_3            4             43
  CLUS_4            5             93
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED        9     10      4
  PTEN WILD-TYPE     68     85    102
D11V2, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            9             68
  CLUS_2           10             85
  CLUS_3            4            102
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTEN MUTATED        5      8      0      0
  PTEN WILD-TYPE     41     50     26     38
D11V3, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            5             41
  CLUS_2            8             50
  CLUS_3            0             26
  CLUS_4            0             38
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED        1      4      8
  PTEN WILD-TYPE     37     66     52
D11V4, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            1             37
  CLUS_2            4             66
  CLUS_3            8             52
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED       12      6      5
  PTEN WILD-TYPE     86     72     97
D11V5, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1           12             86
  CLUS_2            6             72
  CLUS_3            5             97
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED       11      5      7
  PTEN WILD-TYPE     62    129     64
D11V6, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1           11             62
  CLUS_2            5            129
  CLUS_3            7             64
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED        7      9      7
  PTEN WILD-TYPE     60    108     78
D11V7, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            7             60
  CLUS_2            9            108
  CLUS_3            7             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED        4     12      7
  PTEN WILD-TYPE     23    148     75
D11V8, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             23
  CLUS_2           12            148
  CLUS_3            7             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PTEN MUTATED        6      9      8
  PTEN WILD-TYPE     76    101     69
D11V9, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            6             76
  CLUS_2            9            101
  CLUS_3            8             69
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTEN MUTATED        4      7      5      7
  PTEN WILD-TYPE     21     72     40    113
D11V10, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             21
  CLUS_2            7             72
  CLUS_3            5             40
  CLUS_4            7            113

Clustering(12) Variable = MRPS31 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MRPS31 MUTATED        7      3      3      6
  MRPS31 WILD-TYPE     75     48     44     92
D12V1, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              7               75
  CLUS_2              3               48
  CLUS_3              3               44
  CLUS_4              6               92
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        7      9      3
  MRPS31 WILD-TYPE     70     86    103
D12V2, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              7               70
  CLUS_2              9               86
  CLUS_3              3              103
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MRPS31 MUTATED        2      4      1      2
  MRPS31 WILD-TYPE     44     54     25     36
D12V3, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              2               44
  CLUS_2              4               54
  CLUS_3              1               25
  CLUS_4              2               36
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        2      4      3
  MRPS31 WILD-TYPE     36     66     57
D12V4, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              2               36
  CLUS_2              4               66
  CLUS_3              3               57
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        5      3     11
  MRPS31 WILD-TYPE     93     75     91
D12V5, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              5               93
  CLUS_2              3               75
  CLUS_3             11               91
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        5      4     10
  MRPS31 WILD-TYPE     68    130     61
D12V6, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              5               68
  CLUS_2              4              130
  CLUS_3             10               61
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        3     10      5
  MRPS31 WILD-TYPE     64    107     80
D12V7, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              3               64
  CLUS_2             10              107
  CLUS_3              5               80
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        1     13      4
  MRPS31 WILD-TYPE     26    147     78
D12V8, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              1               26
  CLUS_2             13              147
  CLUS_3              4               78
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MRPS31 MUTATED        3     11      4
  MRPS31 WILD-TYPE     79     99     73
D12V9, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              3               79
  CLUS_2             11               99
  CLUS_3              4               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MRPS31 MUTATED        0      4      4     10
  MRPS31 WILD-TYPE     25     75     41    110
D12V10, multiclass
        clus
vv       MRPS31 MUTATED MRPS31 WILD-TYPE
  CLUS_1              0               25
  CLUS_2              4               75
  CLUS_3              4               41
  CLUS_4             10              110

Clustering(13) Variable = PCDHGC5 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDHGC5 MUTATED       45     21     23     52
  PCDHGC5 WILD-TYPE     37     30     24     46
D13V1, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              45                37
  CLUS_2              21                30
  CLUS_3              23                24
  CLUS_4              52                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       33     54     54
  PCDHGC5 WILD-TYPE     44     41     52
D13V2, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              33                44
  CLUS_2              54                41
  CLUS_3              54                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDHGC5 MUTATED       25     32     15     20
  PCDHGC5 WILD-TYPE     21     26     11     18
D13V3, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              25                21
  CLUS_2              32                26
  CLUS_3              15                11
  CLUS_4              20                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       20     39     33
  PCDHGC5 WILD-TYPE     18     31     27
D13V4, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              20                18
  CLUS_2              39                31
  CLUS_3              33                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       48     46     47
  PCDHGC5 WILD-TYPE     50     32     55
D13V5, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              48                50
  CLUS_2              46                32
  CLUS_3              47                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       35     71     35
  PCDHGC5 WILD-TYPE     38     63     36
D13V6, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              35                38
  CLUS_2              71                63
  CLUS_3              35                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       40     58     39
  PCDHGC5 WILD-TYPE     27     59     46
D13V7, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              40                27
  CLUS_2              58                59
  CLUS_3              39                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       16     83     38
  PCDHGC5 WILD-TYPE     11     77     44
D13V8, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              16                11
  CLUS_2              83                77
  CLUS_3              38                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PCDHGC5 MUTATED       47     57     33
  PCDHGC5 WILD-TYPE     35     53     44
D13V9, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              47                35
  CLUS_2              57                53
  CLUS_3              33                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDHGC5 MUTATED       15     38     18     66
  PCDHGC5 WILD-TYPE     10     41     27     54
D13V10, multiclass
        clus
vv       PCDHGC5 MUTATED PCDHGC5 WILD-TYPE
  CLUS_1              15                10
  CLUS_2              38                41
  CLUS_3              18                27
  CLUS_4              66                54

Clustering(14) Variable = BAGE MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BAGE MUTATED        5      0      1      2
  BAGE WILD-TYPE     77     51     46     96
D14V1, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            5             77
  CLUS_2            0             51
  CLUS_3            1             46
  CLUS_4            2             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        1      2      5
  BAGE WILD-TYPE     76     93    101
D14V2, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            1             76
  CLUS_2            2             93
  CLUS_3            5            101
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BAGE MUTATED        1      1      1      2
  BAGE WILD-TYPE     45     57     25     36
D14V3, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            1             45
  CLUS_2            1             57
  CLUS_3            1             25
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        2      2      1
  BAGE WILD-TYPE     36     68     59
D14V4, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            2             36
  CLUS_2            2             68
  CLUS_3            1             59
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        2      1      5
  BAGE WILD-TYPE     96     77     97
D14V5, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            2             96
  CLUS_2            1             77
  CLUS_3            5             97
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        2      3      3
  BAGE WILD-TYPE     71    131     68
D14V6, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            2             71
  CLUS_2            3            131
  CLUS_3            3             68
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        3      3      2
  BAGE WILD-TYPE     64    114     83
D14V7, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            3             64
  CLUS_2            3            114
  CLUS_3            2             83
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        1      4      3
  BAGE WILD-TYPE     26    156     79
D14V8, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            1             26
  CLUS_2            4            156
  CLUS_3            3             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BAGE MUTATED        1      4      3
  BAGE WILD-TYPE     81    106     74
D14V9, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            1             81
  CLUS_2            4            106
  CLUS_3            3             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BAGE MUTATED        1      3      0      4
  BAGE WILD-TYPE     24     76     45    116
D14V10, multiclass
        clus
vv       BAGE MUTATED BAGE WILD-TYPE
  CLUS_1            1             24
  CLUS_2            3             76
  CLUS_3            0             45
  CLUS_4            4            116

Clustering(15) Variable = DSG1 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DSG1 MUTATED       12      7      7     19
  DSG1 WILD-TYPE     70     44     40     79
D15V1, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           12             70
  CLUS_2            7             44
  CLUS_3            7             40
  CLUS_4           19             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED       12     16     17
  DSG1 WILD-TYPE     65     79     89
D15V2, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           12             65
  CLUS_2           16             79
  CLUS_3           17             89
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DSG1 MUTATED       12      5      4      8
  DSG1 WILD-TYPE     34     53     22     30
D15V3, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           12             34
  CLUS_2            5             53
  CLUS_3            4             22
  CLUS_4            8             30
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED        9     11      9
  DSG1 WILD-TYPE     29     59     51
D15V4, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            9             29
  CLUS_2           11             59
  CLUS_3            9             51
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED       17     15     13
  DSG1 WILD-TYPE     81     63     89
D15V5, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           17             81
  CLUS_2           15             63
  CLUS_3           13             89
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED       13     20     12
  DSG1 WILD-TYPE     60    114     59
D15V6, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           13             60
  CLUS_2           20            114
  CLUS_3           12             59
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED        9     18     15
  DSG1 WILD-TYPE     58     99     70
D15V7, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            9             58
  CLUS_2           18             99
  CLUS_3           15             70
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED        5     22     15
  DSG1 WILD-TYPE     22    138     67
D15V8, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            5             22
  CLUS_2           22            138
  CLUS_3           15             67
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  DSG1 MUTATED       16     14     12
  DSG1 WILD-TYPE     66     96     65
D15V9, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           16             66
  CLUS_2           14             96
  CLUS_3           12             65
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DSG1 MUTATED        4     15      4     19
  DSG1 WILD-TYPE     21     64     41    101
D15V10, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            4             21
  CLUS_2           15             64
  CLUS_3            4             41
  CLUS_4           19            101

Clustering(16) Variable = PPP6C MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PPP6C MUTATED        6      2      5      7
  PPP6C WILD-TYPE     76     49     42     91
D16V1, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             6              76
  CLUS_2             2              49
  CLUS_3             5              42
  CLUS_4             7              91
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        4     10      6
  PPP6C WILD-TYPE     73     85    100
D16V2, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             4              73
  CLUS_2            10              85
  CLUS_3             6             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PPP6C MUTATED        5      2      2      2
  PPP6C WILD-TYPE     41     56     24     36
D16V3, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             5              41
  CLUS_2             2              56
  CLUS_3             2              24
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        5      4      2
  PPP6C WILD-TYPE     33     66     58
D16V4, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             5              33
  CLUS_2             4              66
  CLUS_3             2              58
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        9      5      6
  PPP6C WILD-TYPE     89     73     96
D16V5, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             9              89
  CLUS_2             5              73
  CLUS_3             6              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        9      6      5
  PPP6C WILD-TYPE     64    128     66
D16V6, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             9              64
  CLUS_2             6             128
  CLUS_3             5              66
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        7      7      6
  PPP6C WILD-TYPE     60    110     79
D16V7, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             7              60
  CLUS_2             7             110
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        4      9      7
  PPP6C WILD-TYPE     23    151     75
D16V8, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             4              23
  CLUS_2             9             151
  CLUS_3             7              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PPP6C MUTATED        9      5      6
  PPP6C WILD-TYPE     73    105     71
D16V9, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             9              73
  CLUS_2             5             105
  CLUS_3             6              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PPP6C MUTATED        3      7      2      8
  PPP6C WILD-TYPE     22     72     43    112
D16V10, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             3              22
  CLUS_2             7              72
  CLUS_3             2              43
  CLUS_4             8             112

Clustering(17) Variable = RAC1 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RAC1 MUTATED       10      1      0      9
  RAC1 WILD-TYPE     72     50     47     89
D17V1, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1           10             72
  CLUS_2            1             50
  CLUS_3            0             47
  CLUS_4            9             89
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED        4      6     10
  RAC1 WILD-TYPE     73     89     96
D17V2, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            4             73
  CLUS_2            6             89
  CLUS_3           10             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RAC1 MUTATED        5      3      1      4
  RAC1 WILD-TYPE     41     55     25     34
D17V3, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            5             41
  CLUS_2            3             55
  CLUS_3            1             25
  CLUS_4            4             34
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED        2      4      7
  RAC1 WILD-TYPE     36     66     53
D17V4, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            2             36
  CLUS_2            4             66
  CLUS_3            7             53
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED        5      8      7
  RAC1 WILD-TYPE     93     70     95
D17V5, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            5             93
  CLUS_2            8             70
  CLUS_3            7             95
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED        7     11      2
  RAC1 WILD-TYPE     66    123     69
D17V6, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            7             66
  CLUS_2           11            123
  CLUS_3            2             69
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED        9      7      4
  RAC1 WILD-TYPE     58    110     81
D17V7, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            9             58
  CLUS_2            7            110
  CLUS_3            4             81
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED        2      9      9
  RAC1 WILD-TYPE     25    151     73
D17V8, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            2             25
  CLUS_2            9            151
  CLUS_3            9             73
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RAC1 MUTATED       11      6      3
  RAC1 WILD-TYPE     71    104     74
D17V9, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1           11             71
  CLUS_2            6            104
  CLUS_3            3             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RAC1 MUTATED        2      9      1      8
  RAC1 WILD-TYPE     23     70     44    112
D17V10, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            2             23
  CLUS_2            9             70
  CLUS_3            1             44
  CLUS_4            8            112

Clustering(18) Variable = SERPINB3 MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SERPINB3 MUTATED       12      6      6     18
  SERPINB3 WILD-TYPE     70     45     41     80
D18V1, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               12                 70
  CLUS_2                6                 45
  CLUS_3                6                 41
  CLUS_4               18                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED       11     14     17
  SERPINB3 WILD-TYPE     66     81     89
D18V2, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               11                 66
  CLUS_2               14                 81
  CLUS_3               17                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SERPINB3 MUTATED       13      7      5      5
  SERPINB3 WILD-TYPE     33     51     21     33
D18V3, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               13                 33
  CLUS_2                7                 51
  CLUS_3                5                 21
  CLUS_4                5                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED       10     13      7
  SERPINB3 WILD-TYPE     28     57     53
D18V4, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               10                 28
  CLUS_2               13                 57
  CLUS_3                7                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED       15     14     13
  SERPINB3 WILD-TYPE     83     64     89
D18V5, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               15                 83
  CLUS_2               14                 64
  CLUS_3               13                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED       12     24      6
  SERPINB3 WILD-TYPE     61    110     65
D18V6, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               12                 61
  CLUS_2               24                110
  CLUS_3                6                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED       12     16     13
  SERPINB3 WILD-TYPE     55    101     72
D18V7, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               12                 55
  CLUS_2               16                101
  CLUS_3               13                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED        5     22     14
  SERPINB3 WILD-TYPE     22    138     68
D18V8, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1                5                 22
  CLUS_2               22                138
  CLUS_3               14                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  SERPINB3 MUTATED       12     16     13
  SERPINB3 WILD-TYPE     70     94     64
D18V9, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1               12                 70
  CLUS_2               16                 94
  CLUS_3               13                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SERPINB3 MUTATED        3     13      7     18
  SERPINB3 WILD-TYPE     22     66     38    102
D18V10, multiclass
        clus
vv       SERPINB3 MUTATED SERPINB3 WILD-TYPE
  CLUS_1                3                 22
  CLUS_2               13                 66
  CLUS_3                7                 38
  CLUS_4               18                102

Clustering(19) Variable = TSHB MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TSHB MUTATED        1      0      1      3
  TSHB WILD-TYPE     81     51     46     95
D19V1, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             81
  CLUS_2            0             51
  CLUS_3            1             46
  CLUS_4            3             95
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        0      2      3
  TSHB WILD-TYPE     77     93    103
D19V2, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             77
  CLUS_2            2             93
  CLUS_3            3            103
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TSHB MUTATED        1      0      1      1
  TSHB WILD-TYPE     45     58     25     37
D19V3, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             45
  CLUS_2            0             58
  CLUS_3            1             25
  CLUS_4            1             37
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        0      2      1
  TSHB WILD-TYPE     38     68     59
D19V4, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             38
  CLUS_2            2             68
  CLUS_3            1             59
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        0      2      3
  TSHB WILD-TYPE     98     76     99
D19V5, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             98
  CLUS_2            2             76
  CLUS_3            3             99
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        0      3      2
  TSHB WILD-TYPE     73    131     69
D19V6, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             73
  CLUS_2            3            131
  CLUS_3            2             69
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        1      2      2
  TSHB WILD-TYPE     66    115     83
D19V7, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             66
  CLUS_2            2            115
  CLUS_3            2             83
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        0      3      2
  TSHB WILD-TYPE     27    157     80
D19V8, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             27
  CLUS_2            3            157
  CLUS_3            2             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TSHB MUTATED        1      2      2
  TSHB WILD-TYPE     81    108     75
D19V9, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             81
  CLUS_2            2            108
  CLUS_3            2             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TSHB MUTATED        0      2      1      2
  TSHB WILD-TYPE     25     77     44    118
D19V10, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             25
  CLUS_2            2             77
  CLUS_3            1             44
  CLUS_4            2            118

Clustering(20) Variable = NDUFB9 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NDUFB9 MUTATED        2      1      3      2
  NDUFB9 WILD-TYPE     80     50     44     96
D20V1, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              2               80
  CLUS_2              1               50
  CLUS_3              3               44
  CLUS_4              2               96
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        5      2      1
  NDUFB9 WILD-TYPE     72     93    105
D20V2, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              5               72
  CLUS_2              2               93
  CLUS_3              1              105
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NDUFB9 MUTATED        0      4      1      0
  NDUFB9 WILD-TYPE     46     54     25     38
D20V3, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              0               46
  CLUS_2              4               54
  CLUS_3              1               25
  CLUS_4              0               38
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        0      3      2
  NDUFB9 WILD-TYPE     38     67     58
D20V4, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              0               38
  CLUS_2              3               67
  CLUS_3              2               58
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        6      0      2
  NDUFB9 WILD-TYPE     92     78    100
D20V5, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              6               92
  CLUS_2              0               78
  CLUS_3              2              100
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        6      2      0
  NDUFB9 WILD-TYPE     67    132     71
D20V6, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              6               67
  CLUS_2              2              132
  CLUS_3              0               71
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        4      3      1
  NDUFB9 WILD-TYPE     63    114     84
D20V7, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              4               63
  CLUS_2              3              114
  CLUS_3              1               84
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        2      4      2
  NDUFB9 WILD-TYPE     25    156     80
D20V8, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              2               25
  CLUS_2              4              156
  CLUS_3              2               80
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NDUFB9 MUTATED        5      2      1
  NDUFB9 WILD-TYPE     77    108     76
D20V9, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              5               77
  CLUS_2              2              108
  CLUS_3              1               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NDUFB9 MUTATED        2      2      1      3
  NDUFB9 WILD-TYPE     23     77     44    117
D20V10, multiclass
        clus
vv       NDUFB9 MUTATED NDUFB9 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              2               77
  CLUS_3              1               44
  CLUS_4              3              117

Clustering(21) Variable = MS4A2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MS4A2 MUTATED        3      1      2      7
  MS4A2 WILD-TYPE     79     50     45     91
D21V1, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             3              79
  CLUS_2             1              50
  CLUS_3             2              45
  CLUS_4             7              91
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        3      4      6
  MS4A2 WILD-TYPE     74     91    100
D21V2, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             3              74
  CLUS_2             4              91
  CLUS_3             6             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MS4A2 MUTATED        3      3      1      2
  MS4A2 WILD-TYPE     43     55     25     36
D21V3, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             3              55
  CLUS_3             1              25
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        2      4      3
  MS4A2 WILD-TYPE     36     66     57
D21V4, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             2              36
  CLUS_2             4              66
  CLUS_3             3              57
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        4      3      6
  MS4A2 WILD-TYPE     94     75     96
D21V5, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             4              94
  CLUS_2             3              75
  CLUS_3             6              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        4      6      3
  MS4A2 WILD-TYPE     69    128     68
D21V6, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             4              69
  CLUS_2             6             128
  CLUS_3             3              68
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        2      6      5
  MS4A2 WILD-TYPE     65    111     80
D21V7, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             2              65
  CLUS_2             6             111
  CLUS_3             5              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        0      7      6
  MS4A2 WILD-TYPE     27    153     76
D21V8, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             0              27
  CLUS_2             7             153
  CLUS_3             6              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  MS4A2 MUTATED        4      5      4
  MS4A2 WILD-TYPE     78    105     73
D21V9, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             4              78
  CLUS_2             5             105
  CLUS_3             4              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MS4A2 MUTATED        0      5      2      6
  MS4A2 WILD-TYPE     25     74     43    114
D21V10, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             5              74
  CLUS_3             2              43
  CLUS_4             6             114

Clustering(22) Variable = RPS27 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPS27 MUTATED        8      4      2     10
  RPS27 WILD-TYPE     74     47     45     88
D22V1, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             8              74
  CLUS_2             4              47
  CLUS_3             2              45
  CLUS_4            10              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED        8      8      8
  RPS27 WILD-TYPE     69     87     98
D22V2, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             8              69
  CLUS_2             8              87
  CLUS_3             8              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPS27 MUTATED        5      6      1      5
  RPS27 WILD-TYPE     41     52     25     33
D22V3, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             5              41
  CLUS_2             6              52
  CLUS_3             1              25
  CLUS_4             5              33
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED        5      6      6
  RPS27 WILD-TYPE     33     64     54
D22V4, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             5              33
  CLUS_2             6              64
  CLUS_3             6              54
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED        7      9      8
  RPS27 WILD-TYPE     91     69     94
D22V5, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             7              91
  CLUS_2             9              69
  CLUS_3             8              94
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED        6     12      6
  RPS27 WILD-TYPE     67    122     65
D22V6, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             6              67
  CLUS_2            12             122
  CLUS_3             6              65
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED        6     10      7
  RPS27 WILD-TYPE     61    107     78
D22V7, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             6              61
  CLUS_2            10             107
  CLUS_3             7              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED        1     14      8
  RPS27 WILD-TYPE     26    146     74
D22V8, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             1              26
  CLUS_2            14             146
  CLUS_3             8              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPS27 MUTATED        8     10      5
  RPS27 WILD-TYPE     74    100     72
D22V9, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             8              74
  CLUS_2            10             100
  CLUS_3             5              72
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPS27 MUTATED        1      8      2     12
  RPS27 WILD-TYPE     24     71     43    108
D22V10, multiclass
        clus
vv       RPS27 MUTATED RPS27 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             8              71
  CLUS_3             2              43
  CLUS_4            12             108

Clustering(23) Variable = PPIAL4G MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PPIAL4G MUTATED        8      2      1      4
  PPIAL4G WILD-TYPE     74     49     46     94
D23V1, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               8                74
  CLUS_2               2                49
  CLUS_3               1                46
  CLUS_4               4                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        5      5      5
  PPIAL4G WILD-TYPE     72     90    101
D23V2, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               5                72
  CLUS_2               5                90
  CLUS_3               5               101
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PPIAL4G MUTATED        3      3      0      3
  PPIAL4G WILD-TYPE     43     55     26     35
D23V3, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               3                43
  CLUS_2               3                55
  CLUS_3               0                26
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        3      4      2
  PPIAL4G WILD-TYPE     35     66     58
D23V4, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               3                35
  CLUS_2               4                66
  CLUS_3               2                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        5      2      8
  PPIAL4G WILD-TYPE     93     76     94
D23V5, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               5                93
  CLUS_2               2                76
  CLUS_3               8                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        5      5      5
  PPIAL4G WILD-TYPE     68    129     66
D23V6, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               5                68
  CLUS_2               5               129
  CLUS_3               5                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        3      6      5
  PPIAL4G WILD-TYPE     64    111     80
D23V7, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               3                64
  CLUS_2               6               111
  CLUS_3               5                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        0      9      5
  PPIAL4G WILD-TYPE     27    151     77
D23V8, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               0                27
  CLUS_2               9               151
  CLUS_3               5                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  PPIAL4G MUTATED        2      8      4
  PPIAL4G WILD-TYPE     80    102     73
D23V9, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               2                80
  CLUS_2               8               102
  CLUS_3               4                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PPIAL4G MUTATED        0      5      1      8
  PPIAL4G WILD-TYPE     25     74     44    112
D23V10, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               0                25
  CLUS_2               5                74
  CLUS_3               1                44
  CLUS_4               8               112

Clustering(24) Variable = LUZP2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LUZP2 MUTATED       10      4      5      8
  LUZP2 WILD-TYPE     72     47     42     90
D24V1, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1            10              72
  CLUS_2             4              47
  CLUS_3             5              42
  CLUS_4             8              90
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED        7     13      7
  LUZP2 WILD-TYPE     70     82     99
D24V2, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             7              70
  CLUS_2            13              82
  CLUS_3             7              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LUZP2 MUTATED        4      6      3      3
  LUZP2 WILD-TYPE     42     52     23     35
D24V3, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             4              42
  CLUS_2             6              52
  CLUS_3             3              23
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED        2      6      8
  LUZP2 WILD-TYPE     36     64     52
D24V4, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             2              36
  CLUS_2             6              64
  CLUS_3             8              52
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED        8      5     14
  LUZP2 WILD-TYPE     90     73     88
D24V5, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             8              90
  CLUS_2             5              73
  CLUS_3            14              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED        6     13      8
  LUZP2 WILD-TYPE     67    121     63
D24V6, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             6              67
  CLUS_2            13             121
  CLUS_3             8              63
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED        3     12     11
  LUZP2 WILD-TYPE     64    105     74
D24V7, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             3              64
  CLUS_2            12             105
  CLUS_3            11              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED        1     15     10
  LUZP2 WILD-TYPE     26    145     72
D24V8, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             1              26
  CLUS_2            15             145
  CLUS_3            10              72
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LUZP2 MUTATED        4     12     10
  LUZP2 WILD-TYPE     78     98     67
D24V9, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             4              78
  CLUS_2            12              98
  CLUS_3            10              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LUZP2 MUTATED        1     10      3     12
  LUZP2 WILD-TYPE     24     69     42    108
D24V10, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             1              24
  CLUS_2            10              69
  CLUS_3             3              42
  CLUS_4            12             108

Clustering(25) Variable = FAM113B MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM113B MUTATED        8      3      7     10
  FAM113B WILD-TYPE     74     48     40     88
D25V1, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               8                74
  CLUS_2               3                48
  CLUS_3               7                40
  CLUS_4              10                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        7      6     15
  FAM113B WILD-TYPE     70     89     91
D25V2, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               7                70
  CLUS_2               6                89
  CLUS_3              15                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM113B MUTATED        2     10      2      3
  FAM113B WILD-TYPE     44     48     24     35
D25V3, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               2                44
  CLUS_2              10                48
  CLUS_3               2                24
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        2      7      8
  FAM113B WILD-TYPE     36     63     52
D25V4, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               2                36
  CLUS_2               7                63
  CLUS_3               8                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        7     10     11
  FAM113B WILD-TYPE     91     68     91
D25V5, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               7                91
  CLUS_2              10                68
  CLUS_3              11                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        6     19      3
  FAM113B WILD-TYPE     67    115     68
D25V6, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               6                67
  CLUS_2              19               115
  CLUS_3               3                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        8     14      4
  FAM113B WILD-TYPE     59    103     81
D25V7, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               8                59
  CLUS_2              14               103
  CLUS_3               4                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        1     19      6
  FAM113B WILD-TYPE     26    141     76
D25V8, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               1                26
  CLUS_2              19               141
  CLUS_3               6                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM113B MUTATED        5     17      4
  FAM113B WILD-TYPE     77     93     73
D25V9, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               5                77
  CLUS_2              17                93
  CLUS_3               4                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM113B MUTATED        1      6      2     17
  FAM113B WILD-TYPE     24     73     43    103
D25V10, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               1                24
  CLUS_2               6                73
  CLUS_3               2                43
  CLUS_4              17               103

Clustering(26) Variable = IDH1 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IDH1 MUTATED        4      6      0      6
  IDH1 WILD-TYPE     78     45     47     92
D26V1, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            4             78
  CLUS_2            6             45
  CLUS_3            0             47
  CLUS_4            6             92
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        2      9      5
  IDH1 WILD-TYPE     75     86    101
D26V2, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2             75
  CLUS_2            9             86
  CLUS_3            5            101
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IDH1 MUTATED        1      4      1      3
  IDH1 WILD-TYPE     45     54     25     35
D26V3, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            1             45
  CLUS_2            4             54
  CLUS_3            1             25
  CLUS_4            3             35
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        1      4      4
  IDH1 WILD-TYPE     37     66     56
D26V4, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            1             37
  CLUS_2            4             66
  CLUS_3            4             56
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        3      6      7
  IDH1 WILD-TYPE     95     72     95
D26V5, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             95
  CLUS_2            6             72
  CLUS_3            7             95
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        2      7      7
  IDH1 WILD-TYPE     71    127     64
D26V6, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2             71
  CLUS_2            7            127
  CLUS_3            7             64
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        3     10      2
  IDH1 WILD-TYPE     64    107     83
D26V7, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             64
  CLUS_2           10            107
  CLUS_3            2             83
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        3     10      2
  IDH1 WILD-TYPE     24    150     80
D26V8, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             24
  CLUS_2           10            150
  CLUS_3            2             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDH1 MUTATED        3      9      3
  IDH1 WILD-TYPE     79    101     74
D26V9, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             79
  CLUS_2            9            101
  CLUS_3            3             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IDH1 MUTATED        3      2      1      9
  IDH1 WILD-TYPE     22     77     44    111
D26V10, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             22
  CLUS_2            2             77
  CLUS_3            1             44
  CLUS_4            9            111

Clustering(27) Variable = OR51S1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR51S1 MUTATED        5      7      5     13
  OR51S1 WILD-TYPE     77     44     42     85
D27V1, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              5               77
  CLUS_2              7               44
  CLUS_3              5               42
  CLUS_4             13               85
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED        9      9     12
  OR51S1 WILD-TYPE     68     86     94
D27V2, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              9               68
  CLUS_2              9               86
  CLUS_3             12               94
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR51S1 MUTATED        3      9      2      5
  OR51S1 WILD-TYPE     43     49     24     33
D27V3, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              3               43
  CLUS_2              9               49
  CLUS_3              2               24
  CLUS_4              5               33
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED        1     12      6
  OR51S1 WILD-TYPE     37     58     54
D27V4, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              1               37
  CLUS_2             12               58
  CLUS_3              6               54
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED       10     10     10
  OR51S1 WILD-TYPE     88     68     92
D27V5, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1             10               88
  CLUS_2             10               68
  CLUS_3             10               92
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED        9     15      6
  OR51S1 WILD-TYPE     64    119     65
D27V6, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              9               64
  CLUS_2             15              119
  CLUS_3              6               65
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED        5     16      8
  OR51S1 WILD-TYPE     62    101     77
D27V7, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              5               62
  CLUS_2             16              101
  CLUS_3              8               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED        1     20      8
  OR51S1 WILD-TYPE     26    140     74
D27V8, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              1               26
  CLUS_2             20              140
  CLUS_3              8               74
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  OR51S1 MUTATED        8     15      6
  OR51S1 WILD-TYPE     74     95     71
D27V9, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              8               74
  CLUS_2             15               95
  CLUS_3              6               71
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR51S1 MUTATED        1      8      1     19
  OR51S1 WILD-TYPE     24     71     44    101
D27V10, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              1               24
  CLUS_2              8               71
  CLUS_3              1               44
  CLUS_4             19              101

Clustering(28) Variable = CYP4X1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP4X1 MUTATED        6      3      2     10
  CYP4X1 WILD-TYPE     76     48     45     88
D28V1, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              6               76
  CLUS_2              3               48
  CLUS_3              2               45
  CLUS_4             10               88
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        4      7     10
  CYP4X1 WILD-TYPE     73     88     96
D28V2, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              4               73
  CLUS_2              7               88
  CLUS_3             10               96
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP4X1 MUTATED        3      5      2      4
  CYP4X1 WILD-TYPE     43     53     24     34
D28V3, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              3               43
  CLUS_2              5               53
  CLUS_3              2               24
  CLUS_4              4               34
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        5      3      6
  CYP4X1 WILD-TYPE     33     67     54
D28V4, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              5               33
  CLUS_2              3               67
  CLUS_3              6               54
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        5      5     11
  CYP4X1 WILD-TYPE     93     73     91
D28V5, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              5               93
  CLUS_2              5               73
  CLUS_3             11               91
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        6      8      7
  CYP4X1 WILD-TYPE     67    126     64
D28V6, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              6               67
  CLUS_2              8              126
  CLUS_3              7               64
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        5     11      5
  CYP4X1 WILD-TYPE     62    106     80
D28V7, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              5               62
  CLUS_2             11              106
  CLUS_3              5               80
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        3     12      6
  CYP4X1 WILD-TYPE     24    148     76
D28V8, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              3               24
  CLUS_2             12              148
  CLUS_3              6               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4X1 MUTATED        5     11      5
  CYP4X1 WILD-TYPE     77     99     72
D28V9, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              5               77
  CLUS_2             11               99
  CLUS_3              5               72
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP4X1 MUTATED        3      6      2     10
  CYP4X1 WILD-TYPE     22     73     43    110
D28V10, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              3               22
  CLUS_2              6               73
  CLUS_3              2               43
  CLUS_4             10              110

Clustering(29) Variable = ARMC4 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ARMC4 MUTATED       19      9      7     19
  ARMC4 WILD-TYPE     63     42     40     79
D29V1, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1            19              63
  CLUS_2             9              42
  CLUS_3             7              40
  CLUS_4            19              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED       14     21     19
  ARMC4 WILD-TYPE     63     74     87
D29V2, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1            14              63
  CLUS_2            21              74
  CLUS_3            19              87
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ARMC4 MUTATED        8      9      2     12
  ARMC4 WILD-TYPE     38     49     24     26
D29V3, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1             8              38
  CLUS_2             9              49
  CLUS_3             2              24
  CLUS_4            12              26
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED        5     13     13
  ARMC4 WILD-TYPE     33     57     47
D29V4, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1             5              33
  CLUS_2            13              57
  CLUS_3            13              47
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED       14     20     20
  ARMC4 WILD-TYPE     84     58     82
D29V5, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1            14              84
  CLUS_2            20              58
  CLUS_3            20              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED       12     28     14
  ARMC4 WILD-TYPE     61    106     57
D29V6, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1            12              61
  CLUS_2            28             106
  CLUS_3            14              57
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED       12     26     14
  ARMC4 WILD-TYPE     55     91     71
D29V7, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1            12              55
  CLUS_2            26              91
  CLUS_3            14              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED        6     33     13
  ARMC4 WILD-TYPE     21    127     69
D29V8, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1             6              21
  CLUS_2            33             127
  CLUS_3            13              69
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ARMC4 MUTATED       14     26     12
  ARMC4 WILD-TYPE     68     84     65
D29V9, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1            14              68
  CLUS_2            26              84
  CLUS_3            12              65
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ARMC4 MUTATED        5     12      5     30
  ARMC4 WILD-TYPE     20     67     40     90
D29V10, multiclass
        clus
vv       ARMC4 MUTATED ARMC4 WILD-TYPE
  CLUS_1             5              20
  CLUS_2            12              67
  CLUS_3             5              40
  CLUS_4            30              90

Clustering(30) Variable = TUBAL3 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TUBAL3 MUTATED        5      1      0      4
  TUBAL3 WILD-TYPE     77     50     47     94
D30V1, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              5               77
  CLUS_2              1               50
  CLUS_3              0               47
  CLUS_4              4               94
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        2      3      5
  TUBAL3 WILD-TYPE     75     92    101
D30V2, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              2               75
  CLUS_2              3               92
  CLUS_3              5              101
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TUBAL3 MUTATED        3      1      1      3
  TUBAL3 WILD-TYPE     43     57     25     35
D30V3, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              3               43
  CLUS_2              1               57
  CLUS_3              1               25
  CLUS_4              3               35
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        3      1      4
  TUBAL3 WILD-TYPE     35     69     56
D30V4, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              3               35
  CLUS_2              1               69
  CLUS_3              4               56
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        3      4      3
  TUBAL3 WILD-TYPE     95     74     99
D30V5, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              3               95
  CLUS_2              4               74
  CLUS_3              3               99
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        2      6      2
  TUBAL3 WILD-TYPE     71    128     69
D30V6, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              2               71
  CLUS_2              6              128
  CLUS_3              2               69
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        3      3      4
  TUBAL3 WILD-TYPE     64    114     81
D30V7, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              3               64
  CLUS_2              3              114
  CLUS_3              4               81
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        0      6      4
  TUBAL3 WILD-TYPE     27    154     78
D30V8, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              0               27
  CLUS_2              6              154
  CLUS_3              4               78
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TUBAL3 MUTATED        4      4      2
  TUBAL3 WILD-TYPE     78    106     75
D30V9, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              4               78
  CLUS_2              4              106
  CLUS_3              2               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TUBAL3 MUTATED        0      4      2      4
  TUBAL3 WILD-TYPE     25     75     43    116
D30V10, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              0               25
  CLUS_2              4               75
  CLUS_3              2               43
  CLUS_4              4              116

Clustering(31) Variable = AOAH MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  AOAH MUTATED        9      5      4      9
  AOAH WILD-TYPE     73     46     43     89
D31V1, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            9             73
  CLUS_2            5             46
  CLUS_3            4             43
  CLUS_4            9             89
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED        9      7     11
  AOAH WILD-TYPE     68     88     95
D31V2, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            9             68
  CLUS_2            7             88
  CLUS_3           11             95
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  AOAH MUTATED        3      6      1      6
  AOAH WILD-TYPE     43     52     25     32
D31V3, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            3             43
  CLUS_2            6             52
  CLUS_3            1             25
  CLUS_4            6             32
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED        4      5      7
  AOAH WILD-TYPE     34     65     53
D31V4, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            4             34
  CLUS_2            5             65
  CLUS_3            7             53
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED        6      8     13
  AOAH WILD-TYPE     92     70     89
D31V5, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            6             92
  CLUS_2            8             70
  CLUS_3           13             89
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED        6     10     11
  AOAH WILD-TYPE     67    124     60
D31V6, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            6             67
  CLUS_2           10            124
  CLUS_3           11             60
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED        6     13      7
  AOAH WILD-TYPE     61    104     78
D31V7, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            6             61
  CLUS_2           13            104
  CLUS_3            7             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED        1     20      5
  AOAH WILD-TYPE     26    140     77
D31V8, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            1             26
  CLUS_2           20            140
  CLUS_3            5             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AOAH MUTATED        6     14      6
  AOAH WILD-TYPE     76     96     71
D31V9, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            6             76
  CLUS_2           14             96
  CLUS_3            6             71
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  AOAH MUTATED        1      6      3     16
  AOAH WILD-TYPE     24     73     42    104
D31V10, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            1             24
  CLUS_2            6             73
  CLUS_3            3             42
  CLUS_4           16            104

Clustering(32) Variable = NMNAT3 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NMNAT3 MUTATED        5      1      2      3
  NMNAT3 WILD-TYPE     77     50     45     95
D32V1, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              5               77
  CLUS_2              1               50
  CLUS_3              2               45
  CLUS_4              3               95
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        1      7      3
  NMNAT3 WILD-TYPE     76     88    103
D32V2, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              1               76
  CLUS_2              7               88
  CLUS_3              3              103
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NMNAT3 MUTATED        2      2      0      2
  NMNAT3 WILD-TYPE     44     56     26     36
D32V3, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2               44
  CLUS_2              2               56
  CLUS_3              0               26
  CLUS_4              2               36
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        2      3      1
  NMNAT3 WILD-TYPE     36     67     59
D32V4, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2               36
  CLUS_2              3               67
  CLUS_3              1               59
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        4      1      6
  NMNAT3 WILD-TYPE     94     77     96
D32V5, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              4               94
  CLUS_2              1               77
  CLUS_3              6               96
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        3      5      3
  NMNAT3 WILD-TYPE     70    129     68
D32V6, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              3               70
  CLUS_2              5              129
  CLUS_3              3               68
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        3      4      4
  NMNAT3 WILD-TYPE     64    113     81
D32V7, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              3               64
  CLUS_2              4              113
  CLUS_3              4               81
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        2      4      5
  NMNAT3 WILD-TYPE     25    156     77
D32V8, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2               25
  CLUS_2              4              156
  CLUS_3              5               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NMNAT3 MUTATED        3      4      4
  NMNAT3 WILD-TYPE     79    106     73
D32V9, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              3               79
  CLUS_2              4              106
  CLUS_3              4               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NMNAT3 MUTATED        2      5      0      4
  NMNAT3 WILD-TYPE     23     74     45    116
D32V10, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              5               74
  CLUS_3              0               45
  CLUS_4              4              116

Clustering(33) Variable = THEMIS MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  THEMIS MUTATED       12      3      6     13
  THEMIS WILD-TYPE     70     48     41     85
D33V1, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1             12               70
  CLUS_2              3               48
  CLUS_3              6               41
  CLUS_4             13               85
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED        8     17      9
  THEMIS WILD-TYPE     69     78     97
D33V2, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              8               69
  CLUS_2             17               78
  CLUS_3              9               97
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  THEMIS MUTATED        6      7      1      6
  THEMIS WILD-TYPE     40     51     25     32
D33V3, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              6               40
  CLUS_2              7               51
  CLUS_3              1               25
  CLUS_4              6               32
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED        5      8      7
  THEMIS WILD-TYPE     33     62     53
D33V4, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              5               33
  CLUS_2              8               62
  CLUS_3              7               53
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED       11     11     12
  THEMIS WILD-TYPE     87     67     90
D33V5, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1             11               87
  CLUS_2             11               67
  CLUS_3             12               90
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED        6     19      9
  THEMIS WILD-TYPE     67    115     62
D33V6, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              6               67
  CLUS_2             19              115
  CLUS_3              9               62
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED        4     17     10
  THEMIS WILD-TYPE     63    100     75
D33V7, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              4               63
  CLUS_2             17              100
  CLUS_3             10               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED        1     19     11
  THEMIS WILD-TYPE     26    141     71
D33V8, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              1               26
  CLUS_2             19              141
  CLUS_3             11               71
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  THEMIS MUTATED        8     15      8
  THEMIS WILD-TYPE     74     95     69
D33V9, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              8               74
  CLUS_2             15               95
  CLUS_3              8               69
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  THEMIS MUTATED        1     10      2     18
  THEMIS WILD-TYPE     24     69     43    102
D33V10, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              1               24
  CLUS_2             10               69
  CLUS_3              2               43
  CLUS_4             18              102

Clustering(34) Variable = CYP4Z1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP4Z1 MUTATED        9      6      4      8
  CYP4Z1 WILD-TYPE     73     45     43     90
D34V1, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              9               73
  CLUS_2              6               45
  CLUS_3              4               43
  CLUS_4              8               90
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED       10     11      6
  CYP4Z1 WILD-TYPE     67     84    100
D34V2, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1             10               67
  CLUS_2             11               84
  CLUS_3              6              100
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP4Z1 MUTATED        1     10      1      6
  CYP4Z1 WILD-TYPE     45     48     25     32
D34V3, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              1               45
  CLUS_2             10               48
  CLUS_3              1               25
  CLUS_4              6               32
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED        3     11      4
  CYP4Z1 WILD-TYPE     35     59     56
D34V4, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              3               35
  CLUS_2             11               59
  CLUS_3              4               56
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED       12      6      9
  CYP4Z1 WILD-TYPE     86     72     93
D34V5, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1             12               86
  CLUS_2              6               72
  CLUS_3              9               93
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED        9     15      3
  CYP4Z1 WILD-TYPE     64    119     68
D34V6, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              9               64
  CLUS_2             15              119
  CLUS_3              3               68
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED        6     13      6
  CYP4Z1 WILD-TYPE     61    104     79
D34V7, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              6               61
  CLUS_2             13              104
  CLUS_3              6               79
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED        3     17      5
  CYP4Z1 WILD-TYPE     24    143     77
D34V8, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              3               24
  CLUS_2             17              143
  CLUS_3              5               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP4Z1 MUTATED        6     12      7
  CYP4Z1 WILD-TYPE     76     98     70
D34V9, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              6               76
  CLUS_2             12               98
  CLUS_3              7               70
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP4Z1 MUTATED        3      5      4     13
  CYP4Z1 WILD-TYPE     22     74     41    107
D34V10, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              3               22
  CLUS_2              5               74
  CLUS_3              4               41
  CLUS_4             13              107

Clustering(35) Variable = CTAGE6P MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CTAGE6P MUTATED        1      1      1      4
  CTAGE6P WILD-TYPE     81     50     46     94
D35V1, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               1                81
  CLUS_2               1                50
  CLUS_3               1                46
  CLUS_4               4                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        2      2      3
  CTAGE6P WILD-TYPE     75     93    103
D35V2, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               2                75
  CLUS_2               2                93
  CLUS_3               3               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CTAGE6P MUTATED        0      0      0      3
  CTAGE6P WILD-TYPE     46     58     26     35
D35V3, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               0                46
  CLUS_2               0                58
  CLUS_3               0                26
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        1      0      2
  CTAGE6P WILD-TYPE     37     70     58
D35V4, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               1                37
  CLUS_2               0                70
  CLUS_3               2                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        1      4      2
  CTAGE6P WILD-TYPE     97     74    100
D35V5, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               1                97
  CLUS_2               4                74
  CLUS_3               2               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        1      4      2
  CTAGE6P WILD-TYPE     72    130     69
D35V6, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               1                72
  CLUS_2               4               130
  CLUS_3               2                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        1      2      3
  CTAGE6P WILD-TYPE     66    115     82
D35V7, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               1                66
  CLUS_2               2               115
  CLUS_3               3                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        0      2      4
  CTAGE6P WILD-TYPE     27    158     78
D35V8, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               0                27
  CLUS_2               2               158
  CLUS_3               4                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CTAGE6P MUTATED        2      2      2
  CTAGE6P WILD-TYPE     80    108     75
D35V9, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               2                80
  CLUS_2               2               108
  CLUS_3               2                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CTAGE6P MUTATED        0      4      0      2
  CTAGE6P WILD-TYPE     25     75     45    118
D35V10, multiclass
        clus
vv       CTAGE6P MUTATED CTAGE6P WILD-TYPE
  CLUS_1               0                25
  CLUS_2               4                75
  CLUS_3               0                45
  CLUS_4               2               118

Clustering(36) Variable = TC2N MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TC2N MUTATED        8      2      3      7
  TC2N WILD-TYPE     74     49     44     91
D36V1, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            8             74
  CLUS_2            2             49
  CLUS_3            3             44
  CLUS_4            7             91
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        6      9      5
  TC2N WILD-TYPE     71     86    101
D36V2, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            6             71
  CLUS_2            9             86
  CLUS_3            5            101
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TC2N MUTATED        2      5      1      4
  TC2N WILD-TYPE     44     53     25     34
D36V3, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            2             44
  CLUS_2            5             53
  CLUS_3            1             25
  CLUS_4            4             34
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        1      6      5
  TC2N WILD-TYPE     37     64     55
D36V4, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            1             37
  CLUS_2            6             64
  CLUS_3            5             55
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        7      4      9
  TC2N WILD-TYPE     91     74     93
D36V5, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            7             91
  CLUS_2            4             74
  CLUS_3            9             93
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        5      9      6
  TC2N WILD-TYPE     68    125     65
D36V6, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            5             68
  CLUS_2            9            125
  CLUS_3            6             65
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        6     10      4
  TC2N WILD-TYPE     61    107     81
D36V7, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            6             61
  CLUS_2           10            107
  CLUS_3            4             81
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        2     13      5
  TC2N WILD-TYPE     25    147     77
D36V8, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            2             25
  CLUS_2           13            147
  CLUS_3            5             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TC2N MUTATED        5     11      4
  TC2N WILD-TYPE     77     99     73
D36V9, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            5             77
  CLUS_2           11             99
  CLUS_3            4             73
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TC2N MUTATED        2      5      1     12
  TC2N WILD-TYPE     23     74     44    108
D36V10, multiclass
        clus
vv       TC2N MUTATED TC2N WILD-TYPE
  CLUS_1            2             23
  CLUS_2            5             74
  CLUS_3            1             44
  CLUS_4           12            108

Clustering(37) Variable = MPP7 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MPP7 MUTATED        9      6      3     12
  MPP7 WILD-TYPE     73     45     44     86
D37V1, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            9             73
  CLUS_2            6             45
  CLUS_3            3             44
  CLUS_4           12             86
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED        6     14     10
  MPP7 WILD-TYPE     71     81     96
D37V2, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            6             71
  CLUS_2           14             81
  CLUS_3           10             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MPP7 MUTATED        5     10      1      4
  MPP7 WILD-TYPE     41     48     25     34
D37V3, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            5             41
  CLUS_2           10             48
  CLUS_3            1             25
  CLUS_4            4             34
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED        5      6      9
  MPP7 WILD-TYPE     33     64     51
D37V4, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            5             33
  CLUS_2            6             64
  CLUS_3            9             51
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED        8      7     15
  MPP7 WILD-TYPE     90     71     87
D37V5, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            8             90
  CLUS_2            7             71
  CLUS_3           15             87
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED        6     13     11
  MPP7 WILD-TYPE     67    121     60
D37V6, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            6             67
  CLUS_2           13            121
  CLUS_3           11             60
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED        8     14      7
  MPP7 WILD-TYPE     59    103     78
D37V7, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            8             59
  CLUS_2           14            103
  CLUS_3            7             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED        3     16     10
  MPP7 WILD-TYPE     24    144     72
D37V8, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            3             24
  CLUS_2           16            144
  CLUS_3           10             72
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP7 MUTATED        8     13      8
  MPP7 WILD-TYPE     74     97     69
D37V9, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            8             74
  CLUS_2           13             97
  CLUS_3            8             69
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MPP7 MUTATED        3     10      2     14
  MPP7 WILD-TYPE     22     69     43    106
D37V10, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            3             22
  CLUS_2           10             69
  CLUS_3            2             43
  CLUS_4           14            106

Clustering(38) Variable = CAPZA3 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CAPZA3 MUTATED        8      1      6     11
  CAPZA3 WILD-TYPE     74     50     41     87
D38V1, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              8               74
  CLUS_2              1               50
  CLUS_3              6               41
  CLUS_4             11               87
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED        8     10      8
  CAPZA3 WILD-TYPE     69     85     98
D38V2, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              8               69
  CLUS_2             10               85
  CLUS_3              8               98
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CAPZA3 MUTATED        2      4      2      4
  CAPZA3 WILD-TYPE     44     54     24     34
D38V3, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              2               44
  CLUS_2              4               54
  CLUS_3              2               24
  CLUS_4              4               34
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED        2      7      3
  CAPZA3 WILD-TYPE     36     63     57
D38V4, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              2               36
  CLUS_2              7               63
  CLUS_3              3               57
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED        8      7     11
  CAPZA3 WILD-TYPE     90     71     91
D38V5, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              8               90
  CLUS_2              7               71
  CLUS_3             11               91
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED        7     13      6
  CAPZA3 WILD-TYPE     66    121     65
D38V6, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              7               66
  CLUS_2             13              121
  CLUS_3              6               65
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED        6     10      8
  CAPZA3 WILD-TYPE     61    107     77
D38V7, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              6               61
  CLUS_2             10              107
  CLUS_3              8               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED        3     16      5
  CAPZA3 WILD-TYPE     24    144     77
D38V8, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              3               24
  CLUS_2             16              144
  CLUS_3              5               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CAPZA3 MUTATED        9      9      6
  CAPZA3 WILD-TYPE     73    101     71
D38V9, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              9               73
  CLUS_2              9              101
  CLUS_3              6               71
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CAPZA3 MUTATED        3      5      4     12
  CAPZA3 WILD-TYPE     22     74     41    108
D38V10, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              3               22
  CLUS_2              5               74
  CLUS_3              4               41
  CLUS_4             12              108

Clustering(39) Variable = C1QTNF9 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C1QTNF9 MUTATED        5      5      1      5
  C1QTNF9 WILD-TYPE     77     46     46     93
D39V1, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               5                77
  CLUS_2               5                46
  CLUS_3               1                46
  CLUS_4               5                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        3      5      8
  C1QTNF9 WILD-TYPE     74     90     98
D39V2, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               3                74
  CLUS_2               5                90
  CLUS_3               8                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C1QTNF9 MUTATED        2      5      2      1
  C1QTNF9 WILD-TYPE     44     53     24     37
D39V3, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               2                44
  CLUS_2               5                53
  CLUS_3               2                24
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        3      3      4
  C1QTNF9 WILD-TYPE     35     67     56
D39V4, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               3                35
  CLUS_2               3                67
  CLUS_3               4                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        6      4      6
  C1QTNF9 WILD-TYPE     92     74     96
D39V5, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               6                92
  CLUS_2               4                74
  CLUS_3               6                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        3     10      3
  C1QTNF9 WILD-TYPE     70    124     68
D39V6, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               3                70
  CLUS_2              10               124
  CLUS_3               3                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        3      4      8
  C1QTNF9 WILD-TYPE     64    113     77
D39V7, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               3                64
  CLUS_2               4               113
  CLUS_3               8                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        0      7      8
  C1QTNF9 WILD-TYPE     27    153     74
D39V8, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               0                27
  CLUS_2               7               153
  CLUS_3               8                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C1QTNF9 MUTATED        5      4      6
  C1QTNF9 WILD-TYPE     77    106     71
D39V9, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               5                77
  CLUS_2               4               106
  CLUS_3               6                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C1QTNF9 MUTATED        0      7      2      6
  C1QTNF9 WILD-TYPE     25     72     43    114
D39V10, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               0                25
  CLUS_2               7                72
  CLUS_3               2                43
  CLUS_4               6               114

Clustering(40) Variable = ZNF99 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZNF99 MUTATED       15      3      5     15
  ZNF99 WILD-TYPE     67     48     42     83
D40V1, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1            15              67
  CLUS_2             3              48
  CLUS_3             5              42
  CLUS_4            15              83
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED       13     12     13
  ZNF99 WILD-TYPE     64     83     93
D40V2, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1            13              64
  CLUS_2            12              83
  CLUS_3            13              93
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZNF99 MUTATED        7      6      4      6
  ZNF99 WILD-TYPE     39     52     22     32
D40V3, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1             7              39
  CLUS_2             6              52
  CLUS_3             4              22
  CLUS_4             6              32
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED        6     12      5
  ZNF99 WILD-TYPE     32     58     55
D40V4, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1             6              32
  CLUS_2            12              58
  CLUS_3             5              55
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED       12      8     18
  ZNF99 WILD-TYPE     86     70     84
D40V5, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1            12              86
  CLUS_2             8              70
  CLUS_3            18              84
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED       13     12     13
  ZNF99 WILD-TYPE     60    122     58
D40V6, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1            13              60
  CLUS_2            12             122
  CLUS_3            13              58
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED       12     15     10
  ZNF99 WILD-TYPE     55    102     75
D40V7, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1            12              55
  CLUS_2            15             102
  CLUS_3            10              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED        2     25     10
  ZNF99 WILD-TYPE     25    135     72
D40V8, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1             2              25
  CLUS_2            25             135
  CLUS_3            10              72
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ZNF99 MUTATED       10     18      9
  ZNF99 WILD-TYPE     72     92     68
D40V9, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1            10              72
  CLUS_2            18              92
  CLUS_3             9              68
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZNF99 MUTATED        2      9      2     24
  ZNF99 WILD-TYPE     23     70     43     96
D40V10, multiclass
        clus
vv       ZNF99 MUTATED ZNF99 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             9              70
  CLUS_3             2              43
  CLUS_4            24              96

Clustering(41) Variable = GPR141 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GPR141 MUTATED        3      2      1     10
  GPR141 WILD-TYPE     79     49     46     88
D41V1, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              3               79
  CLUS_2              2               49
  CLUS_3              1               46
  CLUS_4             10               88
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        6      2      8
  GPR141 WILD-TYPE     71     93     98
D41V2, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              6               71
  CLUS_2              2               93
  CLUS_3              8               98
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GPR141 MUTATED        7      2      0      1
  GPR141 WILD-TYPE     39     56     26     37
D41V3, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              7               39
  CLUS_2              2               56
  CLUS_3              0               26
  CLUS_4              1               37
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        5      4      1
  GPR141 WILD-TYPE     33     66     59
D41V4, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              5               33
  CLUS_2              4               66
  CLUS_3              1               59
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        5      6      5
  GPR141 WILD-TYPE     93     72     97
D41V5, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              5               93
  CLUS_2              6               72
  CLUS_3              5               97
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        5      5      6
  GPR141 WILD-TYPE     68    129     65
D41V6, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              5               68
  CLUS_2              5              129
  CLUS_3              6               65
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        2      5      9
  GPR141 WILD-TYPE     65    112     76
D41V7, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              2               65
  CLUS_2              5              112
  CLUS_3              9               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        1      8      7
  GPR141 WILD-TYPE     26    152     75
D41V8, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              1               26
  CLUS_2              8              152
  CLUS_3              7               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  GPR141 MUTATED        3      4      9
  GPR141 WILD-TYPE     79    106     68
D41V9, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              3               79
  CLUS_2              4              106
  CLUS_3              9               68
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GPR141 MUTATED        1      5      4      6
  GPR141 WILD-TYPE     24     74     41    114
D41V10, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              1               24
  CLUS_2              5               74
  CLUS_3              4               41
  CLUS_4              6              114

Clustering(42) Variable = ITGA4 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ITGA4 MUTATED        7      6      6     17
  ITGA4 WILD-TYPE     75     45     41     81
D42V1, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             7              75
  CLUS_2             6              45
  CLUS_3             6              41
  CLUS_4            17              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED        5     17     14
  ITGA4 WILD-TYPE     72     78     92
D42V2, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             5              72
  CLUS_2            17              78
  CLUS_3            14              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ITGA4 MUTATED        8      6      2      5
  ITGA4 WILD-TYPE     38     52     24     33
D42V3, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             8              38
  CLUS_2             6              52
  CLUS_3             2              24
  CLUS_4             5              33
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED        6      8      7
  ITGA4 WILD-TYPE     32     62     53
D42V4, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             6              32
  CLUS_2             8              62
  CLUS_3             7              53
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED       12     14     10
  ITGA4 WILD-TYPE     86     64     92
D42V5, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1            12              86
  CLUS_2            14              64
  CLUS_3            10              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED        7     19     10
  ITGA4 WILD-TYPE     66    115     61
D42V6, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             7              66
  CLUS_2            19             115
  CLUS_3            10              61
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED       10     12     12
  ITGA4 WILD-TYPE     57    105     73
D42V7, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1            10              57
  CLUS_2            12             105
  CLUS_3            12              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED        6     18     10
  ITGA4 WILD-TYPE     21    142     72
D42V8, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             6              21
  CLUS_2            18             142
  CLUS_3            10              72
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ITGA4 MUTATED        9     12     13
  ITGA4 WILD-TYPE     73     98     64
D42V9, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             9              73
  CLUS_2            12              98
  CLUS_3            13              64
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ITGA4 MUTATED        5      9      6     14
  ITGA4 WILD-TYPE     20     70     39    106
D42V10, multiclass
        clus
vv       ITGA4 MUTATED ITGA4 WILD-TYPE
  CLUS_1             5              20
  CLUS_2             9              70
  CLUS_3             6              39
  CLUS_4            14             106

Clustering(43) Variable = PROL1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PROL1 MUTATED        8      5      2      8
  PROL1 WILD-TYPE     74     46     45     90
D43V1, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             8              74
  CLUS_2             5              46
  CLUS_3             2              45
  CLUS_4             8              90
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED        5      6     12
  PROL1 WILD-TYPE     72     89     94
D43V2, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             5              72
  CLUS_2             6              89
  CLUS_3            12              94
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PROL1 MUTATED        5      5      1      6
  PROL1 WILD-TYPE     41     53     25     32
D43V3, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             5              41
  CLUS_2             5              53
  CLUS_3             1              25
  CLUS_4             6              32
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED        2      7      8
  PROL1 WILD-TYPE     36     63     52
D43V4, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             2              36
  CLUS_2             7              63
  CLUS_3             8              52
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED        7      7      9
  PROL1 WILD-TYPE     91     71     93
D43V5, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             7              91
  CLUS_2             7              71
  CLUS_3             9              93
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED        6     13      4
  PROL1 WILD-TYPE     67    121     67
D43V6, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             6              67
  CLUS_2            13             121
  CLUS_3             4              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED        9      7      5
  PROL1 WILD-TYPE     58    110     80
D43V7, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             9              58
  CLUS_2             7             110
  CLUS_3             5              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED        4     10      7
  PROL1 WILD-TYPE     23    150     75
D43V8, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             4              23
  CLUS_2            10             150
  CLUS_3             7              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PROL1 MUTATED        9      8      4
  PROL1 WILD-TYPE     73    102     73
D43V9, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             9              73
  CLUS_2             8             102
  CLUS_3             4              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PROL1 MUTATED        3      7      2      9
  PROL1 WILD-TYPE     22     72     43    111
D43V10, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             3              22
  CLUS_2             7              72
  CLUS_3             2              43
  CLUS_4             9             111

Clustering(44) Variable = EMG1 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  EMG1 MUTATED        3      1      1      4
  EMG1 WILD-TYPE     79     50     46     94
D44V1, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            3             79
  CLUS_2            1             50
  CLUS_3            1             46
  CLUS_4            4             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        2      4      3
  EMG1 WILD-TYPE     75     91    103
D44V2, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            2             75
  CLUS_2            4             91
  CLUS_3            3            103
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  EMG1 MUTATED        2      1      1      0
  EMG1 WILD-TYPE     44     57     25     38
D44V3, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            2             44
  CLUS_2            1             57
  CLUS_3            1             25
  CLUS_4            0             38
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        1      0      3
  EMG1 WILD-TYPE     37     70     57
D44V4, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            1             37
  CLUS_2            0             70
  CLUS_3            3             57
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        5      2      2
  EMG1 WILD-TYPE     93     76    100
D44V5, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            5             93
  CLUS_2            2             76
  CLUS_3            2            100
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        4      2      3
  EMG1 WILD-TYPE     69    132     68
D44V6, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            4             69
  CLUS_2            2            132
  CLUS_3            3             68
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        3      2      4
  EMG1 WILD-TYPE     64    115     81
D44V7, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            3             64
  CLUS_2            2            115
  CLUS_3            4             81
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        1      5      3
  EMG1 WILD-TYPE     26    155     79
D44V8, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            1             26
  CLUS_2            5            155
  CLUS_3            3             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  EMG1 MUTATED        3      3      3
  EMG1 WILD-TYPE     79    107     74
D44V9, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            3             79
  CLUS_2            3            107
  CLUS_3            3             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  EMG1 MUTATED        1      3      3      2
  EMG1 WILD-TYPE     24     76     42    118
D44V10, multiclass
        clus
vv       EMG1 MUTATED EMG1 WILD-TYPE
  CLUS_1            1             24
  CLUS_2            3             76
  CLUS_3            3             42
  CLUS_4            2            118

Clustering(45) Variable = TMPRSS11B MUTATION ANALYSIS
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMPRSS11B MUTATED        8      3      2      9
  TMPRSS11B WILD-TYPE     74     48     45     89
D45V1, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 8                  74
  CLUS_2                 3                  48
  CLUS_3                 2                  45
  CLUS_4                 9                  89
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        3      8     11
  TMPRSS11B WILD-TYPE     74     87     95
D45V2, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 3                  74
  CLUS_2                 8                  87
  CLUS_3                11                  95
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMPRSS11B MUTATED        2      4      3      8
  TMPRSS11B WILD-TYPE     44     54     23     30
D45V3, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 2                  44
  CLUS_2                 4                  54
  CLUS_3                 3                  23
  CLUS_4                 8                  30
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        4      8      5
  TMPRSS11B WILD-TYPE     34     62     55
D45V4, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 4                  34
  CLUS_2                 8                  62
  CLUS_3                 5                  55
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        7      8      7
  TMPRSS11B WILD-TYPE     91     70     95
D45V5, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 7                  91
  CLUS_2                 8                  70
  CLUS_3                 7                  95
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        5     13      4
  TMPRSS11B WILD-TYPE     68    121     67
D45V6, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 5                  68
  CLUS_2                13                 121
  CLUS_3                 4                  67
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        8     10      4
  TMPRSS11B WILD-TYPE     59    107     81
D45V7, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 8                  59
  CLUS_2                10                 107
  CLUS_3                 4                  81
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        4     15      3
  TMPRSS11B WILD-TYPE     23    145     79
D45V8, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 4                  23
  CLUS_2                15                 145
  CLUS_3                 3                  79
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  TMPRSS11B MUTATED        7     11      4
  TMPRSS11B WILD-TYPE     75     99     73
D45V9, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 7                  75
  CLUS_2                11                  99
  CLUS_3                 4                  73
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMPRSS11B MUTATED        3      3      2     14
  TMPRSS11B WILD-TYPE     22     76     43    106
D45V10, multiclass
        clus
vv       TMPRSS11B MUTATED TMPRSS11B WILD-TYPE
  CLUS_1                 3                  22
  CLUS_2                 3                  76
  CLUS_3                 2                  43
  CLUS_4                14                 106

Clustering(46) Variable = RQCD1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RQCD1 MUTATED        6      2      0      1
  RQCD1 WILD-TYPE     76     49     47     97
D46V1, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             6              76
  CLUS_2             2              49
  CLUS_3             0              47
  CLUS_4             1              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        3      5      1
  RQCD1 WILD-TYPE     74     90    105
D46V2, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             3              74
  CLUS_2             5              90
  CLUS_3             1             105
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RQCD1 MUTATED        0      3      2      0
  RQCD1 WILD-TYPE     46     55     24     38
D46V3, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             0              46
  CLUS_2             3              55
  CLUS_3             2              24
  CLUS_4             0              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        0      3      2
  RQCD1 WILD-TYPE     38     67     58
D46V4, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             0              38
  CLUS_2             3              67
  CLUS_3             2              58
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        2      2      5
  RQCD1 WILD-TYPE     96     76     97
D46V5, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             2              96
  CLUS_2             2              76
  CLUS_3             5              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        4      4      1
  RQCD1 WILD-TYPE     69    130     70
D46V6, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             4              69
  CLUS_2             4             130
  CLUS_3             1              70
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        1      5      3
  RQCD1 WILD-TYPE     66    112     82
D46V7, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             1              66
  CLUS_2             5             112
  CLUS_3             3              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        1      6      2
  RQCD1 WILD-TYPE     26    154     80
D46V8, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             1              26
  CLUS_2             6             154
  CLUS_3             2              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RQCD1 MUTATED        4      4      1
  RQCD1 WILD-TYPE     78    106     76
D46V9, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             4              78
  CLUS_2             4             106
  CLUS_3             1              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RQCD1 MUTATED        1      2      1      5
  RQCD1 WILD-TYPE     24     77     44    115
D46V10, multiclass
        clus
vv       RQCD1 MUTATED RQCD1 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             2              77
  CLUS_3             1              44
  CLUS_4             5             115

Clustering(47) Variable = OR4E2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4E2 MUTATED        6      2      3     13
  OR4E2 WILD-TYPE     76     49     44     85
D47V1, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             6              76
  CLUS_2             2              49
  CLUS_3             3              44
  CLUS_4            13              85
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        5      9     10
  OR4E2 WILD-TYPE     72     86     96
D47V2, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             5              72
  CLUS_2             9              86
  CLUS_3            10              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4E2 MUTATED        4      5      1      4
  OR4E2 WILD-TYPE     42     53     25     34
D47V3, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              42
  CLUS_2             5              53
  CLUS_3             1              25
  CLUS_4             4              34
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        2      8      4
  OR4E2 WILD-TYPE     36     62     56
D47V4, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             2              36
  CLUS_2             8              62
  CLUS_3             4              56
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        5      9     10
  OR4E2 WILD-TYPE     93     69     92
D47V5, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             5              93
  CLUS_2             9              69
  CLUS_3            10              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        4     12      8
  OR4E2 WILD-TYPE     69    122     63
D47V6, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              69
  CLUS_2            12             122
  CLUS_3             8              63
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        4     11      7
  OR4E2 WILD-TYPE     63    106     78
D47V7, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              63
  CLUS_2            11             106
  CLUS_3             7              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        2     14      6
  OR4E2 WILD-TYPE     25    146     76
D47V8, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             2              25
  CLUS_2            14             146
  CLUS_3             6              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4E2 MUTATED        5     10      7
  OR4E2 WILD-TYPE     77    100     70
D47V9, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             5              77
  CLUS_2            10             100
  CLUS_3             7              70
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4E2 MUTATED        1      6      2     13
  OR4E2 WILD-TYPE     24     73     43    107
D47V10, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             6              73
  CLUS_3             2              43
  CLUS_4            13             107

Clustering(48) Variable = TCHHL1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TCHHL1 MUTATED       15      6      6     12
  TCHHL1 WILD-TYPE     67     45     41     86
D48V1, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             15               67
  CLUS_2              6               45
  CLUS_3              6               41
  CLUS_4             12               86
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED        7     15     17
  TCHHL1 WILD-TYPE     70     80     89
D48V2, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              7               70
  CLUS_2             15               80
  CLUS_3             17               89
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TCHHL1 MUTATED       11      3      4      7
  TCHHL1 WILD-TYPE     35     55     22     31
D48V3, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             11               35
  CLUS_2              3               55
  CLUS_3              4               22
  CLUS_4              7               31
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED        7      8     10
  TCHHL1 WILD-TYPE     31     62     50
D48V4, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              7               31
  CLUS_2              8               62
  CLUS_3             10               50
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED       13     15     11
  TCHHL1 WILD-TYPE     85     63     91
D48V5, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             13               85
  CLUS_2             15               63
  CLUS_3             11               91
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED       10     22      7
  TCHHL1 WILD-TYPE     63    112     64
D48V6, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             10               63
  CLUS_2             22              112
  CLUS_3              7               64
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED       12     16     11
  TCHHL1 WILD-TYPE     55    101     74
D48V7, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             12               55
  CLUS_2             16              101
  CLUS_3             11               74
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED        6     21     12
  TCHHL1 WILD-TYPE     21    139     70
D48V8, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              6               21
  CLUS_2             21              139
  CLUS_3             12               70
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCHHL1 MUTATED       13     16     10
  TCHHL1 WILD-TYPE     69     94     67
D48V9, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             13               69
  CLUS_2             16               94
  CLUS_3             10               67
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TCHHL1 MUTATED        5     11      5     18
  TCHHL1 WILD-TYPE     20     68     40    102
D48V10, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              5               20
  CLUS_2             11               68
  CLUS_3              5               40
  CLUS_4             18              102

Clustering(49) Variable = LOC649330 MUTATION ANALYSIS
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LOC649330 MUTATED        8      7      0     13
  LOC649330 WILD-TYPE     74     44     47     85
D49V1, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 8                  74
  CLUS_2                 7                  44
  CLUS_3                 0                  47
  CLUS_4                13                  85
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED        5     11     12
  LOC649330 WILD-TYPE     72     84     94
D49V2, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  72
  CLUS_2                11                  84
  CLUS_3                12                  94
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LOC649330 MUTATED        6      6      2      6
  LOC649330 WILD-TYPE     40     52     24     32
D49V3, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 6                  40
  CLUS_2                 6                  52
  CLUS_3                 2                  24
  CLUS_4                 6                  32
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED        5      6      9
  LOC649330 WILD-TYPE     33     64     51
D49V4, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  33
  CLUS_2                 6                  64
  CLUS_3                 9                  51
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED        6     11     11
  LOC649330 WILD-TYPE     92     67     91
D49V5, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 6                  92
  CLUS_2                11                  67
  CLUS_3                11                  91
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED        5     17      6
  LOC649330 WILD-TYPE     68    117     65
D49V6, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  68
  CLUS_2                17                 117
  CLUS_3                 6                  65
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED        7     13      8
  LOC649330 WILD-TYPE     60    104     77
D49V7, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 7                  60
  CLUS_2                13                 104
  CLUS_3                 8                  77
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED        2     20      6
  LOC649330 WILD-TYPE     25    140     76
D49V8, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 2                  25
  CLUS_2                20                 140
  CLUS_3                 6                  76
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  LOC649330 MUTATED        9     12      7
  LOC649330 WILD-TYPE     73     98     70
D49V9, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 9                  73
  CLUS_2                12                  98
  CLUS_3                 7                  70
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LOC649330 MUTATED        2      6      4     16
  LOC649330 WILD-TYPE     23     73     41    104
D49V10, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 2                  23
  CLUS_2                 6                  73
  CLUS_3                 4                  41
  CLUS_4                16                 104

Clustering(50) Variable = PCSK1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCSK1 MUTATED        6      4      5     11
  PCSK1 WILD-TYPE     76     47     42     87
D50V1, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             6              76
  CLUS_2             4              47
  CLUS_3             5              42
  CLUS_4            11              87
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED        6     12      8
  PCSK1 WILD-TYPE     71     83     98
D50V2, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             6              71
  CLUS_2            12              83
  CLUS_3             8              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCSK1 MUTATED        3      5      0      6
  PCSK1 WILD-TYPE     43     53     26     32
D50V3, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             5              53
  CLUS_3             0              26
  CLUS_4             6              32
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED        4      4      6
  PCSK1 WILD-TYPE     34     66     54
D50V4, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             4              34
  CLUS_2             4              66
  CLUS_3             6              54
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED       10      7      9
  PCSK1 WILD-TYPE     88     71     93
D50V5, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1            10              88
  CLUS_2             7              71
  CLUS_3             9              93
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED        7     11      8
  PCSK1 WILD-TYPE     66    123     63
D50V6, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             7              66
  CLUS_2            11             123
  CLUS_3             8              63
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED        6     10      7
  PCSK1 WILD-TYPE     61    107     78
D50V7, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             6              61
  CLUS_2            10             107
  CLUS_3             7              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED        4     11      8
  PCSK1 WILD-TYPE     23    149     74
D50V8, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             4              23
  CLUS_2            11             149
  CLUS_3             8              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCSK1 MUTATED        7     10      6
  PCSK1 WILD-TYPE     75    100     71
D50V9, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             7              75
  CLUS_2            10             100
  CLUS_3             6              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCSK1 MUTATED        4      8      2      9
  PCSK1 WILD-TYPE     21     71     43    111
D50V10, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             4              21
  CLUS_2             8              71
  CLUS_3             2              43
  CLUS_4             9             111

Clustering(51) Variable = ELF5 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ELF5 MUTATED        3      2      2      2
  ELF5 WILD-TYPE     79     49     45     96
D51V1, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            3             79
  CLUS_2            2             49
  CLUS_3            2             45
  CLUS_4            2             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        4      2      3
  ELF5 WILD-TYPE     73     93    103
D51V2, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            4             73
  CLUS_2            2             93
  CLUS_3            3            103
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ELF5 MUTATED        1      1      1      2
  ELF5 WILD-TYPE     45     57     25     36
D51V3, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            1             45
  CLUS_2            1             57
  CLUS_3            1             25
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        1      2      2
  ELF5 WILD-TYPE     37     68     58
D51V4, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            1             37
  CLUS_2            2             68
  CLUS_3            2             58
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        5      2      2
  ELF5 WILD-TYPE     93     76    100
D51V5, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            5             93
  CLUS_2            2             76
  CLUS_3            2            100
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        4      4      1
  ELF5 WILD-TYPE     69    130     70
D51V6, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            4             69
  CLUS_2            4            130
  CLUS_3            1             70
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        2      2      5
  ELF5 WILD-TYPE     65    115     80
D51V7, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            2             65
  CLUS_2            2            115
  CLUS_3            5             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        0      3      6
  ELF5 WILD-TYPE     27    157     76
D51V8, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            0             27
  CLUS_2            3            157
  CLUS_3            6             76
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ELF5 MUTATED        5      1      3
  ELF5 WILD-TYPE     77    109     74
D51V9, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            5             77
  CLUS_2            1            109
  CLUS_3            3             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ELF5 MUTATED        0      6      0      3
  ELF5 WILD-TYPE     25     73     45    117
D51V10, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            0             25
  CLUS_2            6             73
  CLUS_3            0             45
  CLUS_4            3            117

Clustering(52) Variable = OGDHL MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OGDHL MUTATED       13      6      4     10
  OGDHL WILD-TYPE     69     45     43     88
D52V1, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1            13              69
  CLUS_2             6              45
  CLUS_3             4              43
  CLUS_4            10              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED        6     17     10
  OGDHL WILD-TYPE     71     78     96
D52V2, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             6              71
  CLUS_2            17              78
  CLUS_3            10              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OGDHL MUTATED        8      7      3      3
  OGDHL WILD-TYPE     38     51     23     35
D52V3, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             8              38
  CLUS_2             7              51
  CLUS_3             3              23
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED        7      7      7
  OGDHL WILD-TYPE     31     63     53
D52V4, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             7              31
  CLUS_2             7              63
  CLUS_3             7              53
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED        9      9     15
  OGDHL WILD-TYPE     89     69     87
D52V5, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             9              89
  CLUS_2             9              69
  CLUS_3            15              87
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED        6     19      8
  OGDHL WILD-TYPE     67    115     63
D52V6, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             6              67
  CLUS_2            19             115
  CLUS_3             8              63
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED       12     16      5
  OGDHL WILD-TYPE     55    101     80
D52V7, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1            12              55
  CLUS_2            16             101
  CLUS_3             5              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED        3     20     10
  OGDHL WILD-TYPE     24    140     72
D52V8, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             3              24
  CLUS_2            20             140
  CLUS_3            10              72
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OGDHL MUTATED       12     17      4
  OGDHL WILD-TYPE     70     93     73
D52V9, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1            12              70
  CLUS_2            17              93
  CLUS_3             4              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OGDHL MUTATED        3     10      2     18
  OGDHL WILD-TYPE     22     69     43    102
D52V10, multiclass
        clus
vv       OGDHL MUTATED OGDHL WILD-TYPE
  CLUS_1             3              22
  CLUS_2            10              69
  CLUS_3             2              43
  CLUS_4            18             102

Clustering(53) Variable = PCDP1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDP1 MUTATED        3      2      6      7
  PCDP1 WILD-TYPE     79     49     41     91
D53V1, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             3              79
  CLUS_2             2              49
  CLUS_3             6              41
  CLUS_4             7              91
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        2     10      6
  PCDP1 WILD-TYPE     75     85    100
D53V2, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             2              75
  CLUS_2            10              85
  CLUS_3             6             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDP1 MUTATED        3      5      0      3
  PCDP1 WILD-TYPE     43     53     26     35
D53V3, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             5              53
  CLUS_3             0              26
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        2      2      7
  PCDP1 WILD-TYPE     36     68     53
D53V4, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             2              36
  CLUS_2             2              68
  CLUS_3             7              53
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        9      3      6
  PCDP1 WILD-TYPE     89     75     96
D53V5, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             9              89
  CLUS_2             3              75
  CLUS_3             6              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        6      8      4
  PCDP1 WILD-TYPE     67    126     67
D53V6, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             6              67
  CLUS_2             8             126
  CLUS_3             4              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        5      5      7
  PCDP1 WILD-TYPE     62    112     78
D53V7, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             5              62
  CLUS_2             5             112
  CLUS_3             7              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        2      7      8
  PCDP1 WILD-TYPE     25    153     74
D53V8, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             2              25
  CLUS_2             7             153
  CLUS_3             8              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PCDP1 MUTATED        6      5      6
  PCDP1 WILD-TYPE     76    105     71
D53V9, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             6              76
  CLUS_2             5             105
  CLUS_3             6              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PCDP1 MUTATED        2      8      0      7
  PCDP1 WILD-TYPE     23     71     45    113
D53V10, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             8              71
  CLUS_3             0              45
  CLUS_4             7             113

Clustering(54) Variable = FUT9 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FUT9 MUTATED        9      7      4      9
  FUT9 WILD-TYPE     73     44     43     89
D54V1, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            9             73
  CLUS_2            7             44
  CLUS_3            4             43
  CLUS_4            9             89
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED       12     12      5
  FUT9 WILD-TYPE     65     83    101
D54V2, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1           12             65
  CLUS_2           12             83
  CLUS_3            5            101
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FUT9 MUTATED        4      9      1      6
  FUT9 WILD-TYPE     42     49     25     32
D54V3, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            4             42
  CLUS_2            9             49
  CLUS_3            1             25
  CLUS_4            6             32
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED        2     10      8
  FUT9 WILD-TYPE     36     60     52
D54V4, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            2             36
  CLUS_2           10             60
  CLUS_3            8             52
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED       13      4     12
  FUT9 WILD-TYPE     85     74     90
D54V5, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1           13             85
  CLUS_2            4             74
  CLUS_3           12             90
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED       11      8     10
  FUT9 WILD-TYPE     62    126     61
D54V6, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1           11             62
  CLUS_2            8            126
  CLUS_3           10             61
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED        4     16      7
  FUT9 WILD-TYPE     63    101     78
D54V7, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            4             63
  CLUS_2           16            101
  CLUS_3            7             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED        1     18      8
  FUT9 WILD-TYPE     26    142     74
D54V8, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            1             26
  CLUS_2           18            142
  CLUS_3            8             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  FUT9 MUTATED        8     14      5
  FUT9 WILD-TYPE     74     96     72
D54V9, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            8             74
  CLUS_2           14             96
  CLUS_3            5             72
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FUT9 MUTATED        1      9      0     17
  FUT9 WILD-TYPE     24     70     45    103
D54V10, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            1             24
  CLUS_2            9             70
  CLUS_3            0             45
  CLUS_4           17            103

Clustering(55) Variable = GCOM1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GCOM1 MUTATED        6      5      4      9
  GCOM1 WILD-TYPE     76     46     43     89
D55V1, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             6              76
  CLUS_2             5              46
  CLUS_3             4              43
  CLUS_4             9              89
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        7      9      8
  GCOM1 WILD-TYPE     70     86     98
D55V2, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             7              70
  CLUS_2             9              86
  CLUS_3             8              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GCOM1 MUTATED        1      5      1      3
  GCOM1 WILD-TYPE     45     53     25     35
D55V3, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             1              45
  CLUS_2             5              53
  CLUS_3             1              25
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        1      4      5
  GCOM1 WILD-TYPE     37     66     55
D55V4, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             1              37
  CLUS_2             4              66
  CLUS_3             5              55
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        8     12      4
  GCOM1 WILD-TYPE     90     66     98
D55V5, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             8              90
  CLUS_2            12              66
  CLUS_3             4              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        8     11      5
  GCOM1 WILD-TYPE     65    123     66
D55V6, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             8              65
  CLUS_2            11             123
  CLUS_3             5              66
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        5     13      5
  GCOM1 WILD-TYPE     62    104     80
D55V7, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             5              62
  CLUS_2            13             104
  CLUS_3             5              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        1     14      8
  GCOM1 WILD-TYPE     26    146     74
D55V8, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             1              26
  CLUS_2            14             146
  CLUS_3             8              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GCOM1 MUTATED        7     12      4
  GCOM1 WILD-TYPE     75     98     73
D55V9, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             7              75
  CLUS_2            12              98
  CLUS_3             4              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GCOM1 MUTATED        1      8      1     13
  GCOM1 WILD-TYPE     24     71     44    107
D55V10, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             8              71
  CLUS_3             1              44
  CLUS_4            13             107

Clustering(56) Variable = SIRPB1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SIRPB1 MUTATED        5      5      3      9
  SIRPB1 WILD-TYPE     77     46     44     89
D56V1, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              5               77
  CLUS_2              5               46
  CLUS_3              3               44
  CLUS_4              9               89
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        5      8      9
  SIRPB1 WILD-TYPE     72     87     97
D56V2, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              5               72
  CLUS_2              8               87
  CLUS_3              9               97
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SIRPB1 MUTATED        4      5      0      6
  SIRPB1 WILD-TYPE     42     53     26     32
D56V3, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              4               42
  CLUS_2              5               53
  CLUS_3              0               26
  CLUS_4              6               32
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        2      6      7
  SIRPB1 WILD-TYPE     36     64     53
D56V4, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              2               36
  CLUS_2              6               64
  CLUS_3              7               53
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        7     10      5
  SIRPB1 WILD-TYPE     91     68     97
D56V5, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              7               91
  CLUS_2             10               68
  CLUS_3              5               97
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        6     12      4
  SIRPB1 WILD-TYPE     67    122     67
D56V6, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              6               67
  CLUS_2             12              122
  CLUS_3              4               67
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        8      8      5
  SIRPB1 WILD-TYPE     59    109     80
D56V7, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              8               59
  CLUS_2              8              109
  CLUS_3              5               80
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        2     10      9
  SIRPB1 WILD-TYPE     25    150     73
D56V8, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              2               25
  CLUS_2             10              150
  CLUS_3              9               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SIRPB1 MUTATED        8      8      5
  SIRPB1 WILD-TYPE     74    102     72
D56V9, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              8               74
  CLUS_2              8              102
  CLUS_3              5               72
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SIRPB1 MUTATED        2      9      0     10
  SIRPB1 WILD-TYPE     23     70     45    110
D56V10, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              9               70
  CLUS_3              0               45
  CLUS_4             10              110

Clustering(57) Variable = CHGB MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CHGB MUTATED        8      3      6     12
  CHGB WILD-TYPE     74     48     41     86
D57V1, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            8             74
  CLUS_2            3             48
  CLUS_3            6             41
  CLUS_4           12             86
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED        4     11     14
  CHGB WILD-TYPE     73     84     92
D57V2, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            4             73
  CLUS_2           11             84
  CLUS_3           14             92
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CHGB MUTATED        8      4      0      2
  CHGB WILD-TYPE     38     54     26     36
D57V3, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            8             38
  CLUS_2            4             54
  CLUS_3            0             26
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED        2      1     11
  CHGB WILD-TYPE     36     69     49
D57V4, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            2             36
  CLUS_2            1             69
  CLUS_3           11             49
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED       12     11      6
  CHGB WILD-TYPE     86     67     96
D57V5, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1           12             86
  CLUS_2           11             67
  CLUS_3            6             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED        7     17      5
  CHGB WILD-TYPE     66    117     66
D57V6, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            7             66
  CLUS_2           17            117
  CLUS_3            5             66
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED        7     10     11
  CHGB WILD-TYPE     60    107     74
D57V7, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            7             60
  CLUS_2           10            107
  CLUS_3           11             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED        2     17      9
  CHGB WILD-TYPE     25    143     73
D57V8, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            2             25
  CLUS_2           17            143
  CLUS_3            9             73
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CHGB MUTATED        8      9     11
  CHGB WILD-TYPE     74    101     66
D57V9, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            8             74
  CLUS_2            9            101
  CLUS_3           11             66
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CHGB MUTATED        2      9      5     12
  CHGB WILD-TYPE     23     70     40    108
D57V10, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            2             23
  CLUS_2            9             70
  CLUS_3            5             40
  CLUS_4           12            108

Clustering(58) Variable = PENK MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PENK MUTATED        5      3      3     12
  PENK WILD-TYPE     77     48     44     86
D58V1, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            5             77
  CLUS_2            3             48
  CLUS_3            3             44
  CLUS_4           12             86
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        3      6     14
  PENK WILD-TYPE     74     89     92
D58V2, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            3             74
  CLUS_2            6             89
  CLUS_3           14             92
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PENK MUTATED        7      7      1      2
  PENK WILD-TYPE     39     51     25     36
D58V3, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            7             39
  CLUS_2            7             51
  CLUS_3            1             25
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        4      8      5
  PENK WILD-TYPE     34     62     55
D58V4, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             34
  CLUS_2            8             62
  CLUS_3            5             55
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        4     11      8
  PENK WILD-TYPE     94     67     94
D58V5, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             94
  CLUS_2           11             67
  CLUS_3            8             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        4     13      6
  PENK WILD-TYPE     69    121     65
D58V6, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             69
  CLUS_2           13            121
  CLUS_3            6             65
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        4     10      9
  PENK WILD-TYPE     63    107     76
D58V7, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             63
  CLUS_2           10            107
  CLUS_3            9             76
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        1     14      8
  PENK WILD-TYPE     26    146     74
D58V8, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            1             26
  CLUS_2           14            146
  CLUS_3            8             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  PENK MUTATED        4     10      9
  PENK WILD-TYPE     78    100     68
D58V9, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             78
  CLUS_2           10            100
  CLUS_3            9             68
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PENK MUTATED        0      7      4     12
  PENK WILD-TYPE     25     72     41    108
D58V10, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            0             25
  CLUS_2            7             72
  CLUS_3            4             41
  CLUS_4           12            108

Clustering(59) Variable = C8ORF34 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C8ORF34 MUTATED        7      5      4     13
  C8ORF34 WILD-TYPE     75     46     43     85
D59V1, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               7                75
  CLUS_2               5                46
  CLUS_3               4                43
  CLUS_4              13                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED        8     12      9
  C8ORF34 WILD-TYPE     69     83     97
D59V2, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               8                69
  CLUS_2              12                83
  CLUS_3               9                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C8ORF34 MUTATED        8      6      1      3
  C8ORF34 WILD-TYPE     38     52     25     35
D59V3, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               8                38
  CLUS_2               6                52
  CLUS_3               1                25
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED        6      7      5
  C8ORF34 WILD-TYPE     32     63     55
D59V4, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               6                32
  CLUS_2               7                63
  CLUS_3               5                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED       16      5      8
  C8ORF34 WILD-TYPE     82     73     94
D59V5, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1              16                82
  CLUS_2               5                73
  CLUS_3               8                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED       10     10      9
  C8ORF34 WILD-TYPE     63    124     62
D59V6, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1              10                63
  CLUS_2              10               124
  CLUS_3               9                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED        7      7     13
  C8ORF34 WILD-TYPE     60    110     72
D59V7, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               7                60
  CLUS_2               7               110
  CLUS_3              13                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED        4     12     11
  C8ORF34 WILD-TYPE     23    148     71
D59V8, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               4                23
  CLUS_2              12               148
  CLUS_3              11                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C8ORF34 MUTATED        7      7     13
  C8ORF34 WILD-TYPE     75    103     64
D59V9, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               7                75
  CLUS_2               7               103
  CLUS_3              13                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C8ORF34 MUTATED        4     11      5      7
  C8ORF34 WILD-TYPE     21     68     40    113
D59V10, multiclass
        clus
vv       C8ORF34 MUTATED C8ORF34 WILD-TYPE
  CLUS_1               4                21
  CLUS_2              11                68
  CLUS_3               5                40
  CLUS_4               7               113

Clustering(60) Variable = GALNTL5 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GALNTL5 MUTATED        7      3      1      4
  GALNTL5 WILD-TYPE     75     48     46     94
D60V1, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               7                75
  CLUS_2               3                48
  CLUS_3               1                46
  CLUS_4               4                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        6      6      3
  GALNTL5 WILD-TYPE     71     89    103
D60V2, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               6                71
  CLUS_2               6                89
  CLUS_3               3               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GALNTL5 MUTATED        5      2      1      1
  GALNTL5 WILD-TYPE     41     56     25     37
D60V3, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               5                41
  CLUS_2               2                56
  CLUS_3               1                25
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        3      3      3
  GALNTL5 WILD-TYPE     35     67     57
D60V4, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               3                35
  CLUS_2               3                67
  CLUS_3               3                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        5      3      7
  GALNTL5 WILD-TYPE     93     75     95
D60V5, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               5                93
  CLUS_2               3                75
  CLUS_3               7                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        5      5      5
  GALNTL5 WILD-TYPE     68    129     66
D60V6, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               5                68
  CLUS_2               5               129
  CLUS_3               5                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        2      7      6
  GALNTL5 WILD-TYPE     65    110     79
D60V7, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               2                65
  CLUS_2               7               110
  CLUS_3               6                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        1     10      4
  GALNTL5 WILD-TYPE     26    150     78
D60V8, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               1                26
  CLUS_2              10               150
  CLUS_3               4                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNTL5 MUTATED        2      7      6
  GALNTL5 WILD-TYPE     80    103     71
D60V9, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               2                80
  CLUS_2               7               103
  CLUS_3               6                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GALNTL5 MUTATED        1      4      1      9
  GALNTL5 WILD-TYPE     24     75     44    111
D60V10, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               1                24
  CLUS_2               4                75
  CLUS_3               1                44
  CLUS_4               9               111

Clustering(61) Variable = TCEB3C MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TCEB3C MUTATED       14      2      3      7
  TCEB3C WILD-TYPE     68     49     44     91
D61V1, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1             14               68
  CLUS_2              2               49
  CLUS_3              3               44
  CLUS_4              7               91
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED        7     11      8
  TCEB3C WILD-TYPE     70     84     98
D61V2, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              7               70
  CLUS_2             11               84
  CLUS_3              8               98
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TCEB3C MUTATED        7      5      3      5
  TCEB3C WILD-TYPE     39     53     23     33
D61V3, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              7               39
  CLUS_2              5               53
  CLUS_3              3               23
  CLUS_4              5               33
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED        5     10      5
  TCEB3C WILD-TYPE     33     60     55
D61V4, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              5               33
  CLUS_2             10               60
  CLUS_3              5               55
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED        8      6     12
  TCEB3C WILD-TYPE     90     72     90
D61V5, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              8               90
  CLUS_2              6               72
  CLUS_3             12               90
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED        7     10      9
  TCEB3C WILD-TYPE     66    124     62
D61V6, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              7               66
  CLUS_2             10              124
  CLUS_3              9               62
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED        7     10      8
  TCEB3C WILD-TYPE     60    107     77
D61V7, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              7               60
  CLUS_2             10              107
  CLUS_3              8               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED        5     15      5
  TCEB3C WILD-TYPE     22    145     77
D61V8, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              5               22
  CLUS_2             15              145
  CLUS_3              5               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  TCEB3C MUTATED        8      9      8
  TCEB3C WILD-TYPE     74    101     69
D61V9, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              8               74
  CLUS_2              9              101
  CLUS_3              8               69
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TCEB3C MUTATED        5      5      5     10
  TCEB3C WILD-TYPE     20     74     40    110
D61V10, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              5               20
  CLUS_2              5               74
  CLUS_3              5               40
  CLUS_4             10              110

Clustering(62) Variable = LRRC4C MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LRRC4C MUTATED       14      9      4     14
  LRRC4C WILD-TYPE     68     42     43     84
D62V1, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             14               68
  CLUS_2              9               42
  CLUS_3              4               43
  CLUS_4             14               84
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED        8     20     13
  LRRC4C WILD-TYPE     69     75     93
D62V2, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              8               69
  CLUS_2             20               75
  CLUS_3             13               93
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LRRC4C MUTATED        7      8      2      9
  LRRC4C WILD-TYPE     39     50     24     29
D62V3, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              7               39
  CLUS_2              8               50
  CLUS_3              2               24
  CLUS_4              9               29
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED        7     12      7
  LRRC4C WILD-TYPE     31     58     53
D62V4, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              7               31
  CLUS_2             12               58
  CLUS_3              7               53
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED       11     12     18
  LRRC4C WILD-TYPE     87     66     84
D62V5, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             11               87
  CLUS_2             12               66
  CLUS_3             18               84
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED        8     17     16
  LRRC4C WILD-TYPE     65    117     55
D62V6, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              8               65
  CLUS_2             17              117
  CLUS_3             16               55
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED       12     17     10
  LRRC4C WILD-TYPE     55    100     75
D62V7, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             12               55
  CLUS_2             17              100
  CLUS_3             10               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED        6     24      9
  LRRC4C WILD-TYPE     21    136     73
D62V8, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              6               21
  CLUS_2             24              136
  CLUS_3              9               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  LRRC4C MUTATED       11     17     11
  LRRC4C WILD-TYPE     71     93     66
D62V9, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             11               71
  CLUS_2             17               93
  CLUS_3             11               66
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LRRC4C MUTATED        5      8      3     23
  LRRC4C WILD-TYPE     20     71     42     97
D62V10, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              5               20
  CLUS_2              8               71
  CLUS_3              3               42
  CLUS_4             23               97

Clustering(63) Variable = RCAN2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RCAN2 MUTATED        6      3      1      5
  RCAN2 WILD-TYPE     76     48     46     93
D63V1, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             6              76
  CLUS_2             3              48
  CLUS_3             1              46
  CLUS_4             5              93
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED        2      8      5
  RCAN2 WILD-TYPE     75     87    101
D63V2, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             2              75
  CLUS_2             8              87
  CLUS_3             5             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RCAN2 MUTATED        3      3      0      3
  RCAN2 WILD-TYPE     43     55     26     35
D63V3, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             3              55
  CLUS_3             0              26
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED        1      2      6
  RCAN2 WILD-TYPE     37     68     54
D63V4, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             1              37
  CLUS_2             2              68
  CLUS_3             6              54
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED        4      4      7
  RCAN2 WILD-TYPE     94     74     95
D63V5, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             4              94
  CLUS_2             4              74
  CLUS_3             7              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED        3      6      6
  RCAN2 WILD-TYPE     70    128     65
D63V6, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             3              70
  CLUS_2             6             128
  CLUS_3             6              65
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED        3      9      3
  RCAN2 WILD-TYPE     64    108     82
D63V7, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             3              64
  CLUS_2             9             108
  CLUS_3             3              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED        0     11      4
  RCAN2 WILD-TYPE     27    149     78
D63V8, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             0              27
  CLUS_2            11             149
  CLUS_3             4              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RCAN2 MUTATED        3      9      3
  RCAN2 WILD-TYPE     79    101     74
D63V9, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             3              79
  CLUS_2             9             101
  CLUS_3             3              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RCAN2 MUTATED        0      4      0     11
  RCAN2 WILD-TYPE     25     75     45    109
D63V10, multiclass
        clus
vv       RCAN2 MUTATED RCAN2 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             4              75
  CLUS_3             0              45
  CLUS_4            11             109

Clustering(64) Variable = SYCP1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SYCP1 MUTATED        7      5      3     13
  SYCP1 WILD-TYPE     75     46     44     85
D64V1, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             7              75
  CLUS_2             5              46
  CLUS_3             3              44
  CLUS_4            13              85
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED        5     15      8
  SYCP1 WILD-TYPE     72     80     98
D64V2, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             5              72
  CLUS_2            15              80
  CLUS_3             8              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SYCP1 MUTATED        7      4      0      4
  SYCP1 WILD-TYPE     39     54     26     34
D64V3, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             7              39
  CLUS_2             4              54
  CLUS_3             0              26
  CLUS_4             4              34
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED        3      5      7
  SYCP1 WILD-TYPE     35     65     53
D64V4, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             3              35
  CLUS_2             5              65
  CLUS_3             7              53
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED        8     13      7
  SYCP1 WILD-TYPE     90     65     95
D64V5, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             8              90
  CLUS_2            13              65
  CLUS_3             7              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED        5     16      7
  SYCP1 WILD-TYPE     68    118     64
D64V6, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             5              68
  CLUS_2            16             118
  CLUS_3             7              64
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED        5     13      8
  SYCP1 WILD-TYPE     62    104     77
D64V7, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             5              62
  CLUS_2            13             104
  CLUS_3             8              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED        2     19      5
  SYCP1 WILD-TYPE     25    141     77
D64V8, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             2              25
  CLUS_2            19             141
  CLUS_3             5              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SYCP1 MUTATED        7     13      6
  SYCP1 WILD-TYPE     75     97     71
D64V9, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             7              75
  CLUS_2            13              97
  CLUS_3             6              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SYCP1 MUTATED        2      5      4     15
  SYCP1 WILD-TYPE     23     74     41    105
D64V10, multiclass
        clus
vv       SYCP1 MUTATED SYCP1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             5              74
  CLUS_3             4              41
  CLUS_4            15             105

Clustering(65) Variable = CYP3A7 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP3A7 MUTATED        7      4      3     11
  CYP3A7 WILD-TYPE     75     47     44     87
D65V1, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              7               75
  CLUS_2              4               47
  CLUS_3              3               44
  CLUS_4             11               87
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED        4      9     12
  CYP3A7 WILD-TYPE     73     86     94
D65V2, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              4               73
  CLUS_2              9               86
  CLUS_3             12               94
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP3A7 MUTATED        5      3      2      5
  CYP3A7 WILD-TYPE     41     55     24     33
D65V3, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              5               41
  CLUS_2              3               55
  CLUS_3              2               24
  CLUS_4              5               33
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED        4      7      4
  CYP3A7 WILD-TYPE     34     63     56
D65V4, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              4               34
  CLUS_2              7               63
  CLUS_3              4               56
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED        5      9     11
  CYP3A7 WILD-TYPE     93     69     91
D65V5, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              5               93
  CLUS_2              9               69
  CLUS_3             11               91
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED        4     14      7
  CYP3A7 WILD-TYPE     69    120     64
D65V6, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              4               69
  CLUS_2             14              120
  CLUS_3              7               64
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED        3     13      8
  CYP3A7 WILD-TYPE     64    104     77
D65V7, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              3               64
  CLUS_2             13              104
  CLUS_3              8               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED        0     18      6
  CYP3A7 WILD-TYPE     27    142     76
D65V8, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              0               27
  CLUS_2             18              142
  CLUS_3              6               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CYP3A7 MUTATED        7     13      4
  CYP3A7 WILD-TYPE     75     97     73
D65V9, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              7               75
  CLUS_2             13               97
  CLUS_3              4               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CYP3A7 MUTATED        0      6      4     14
  CYP3A7 WILD-TYPE     25     73     41    106
D65V10, multiclass
        clus
vv       CYP3A7 MUTATED CYP3A7 WILD-TYPE
  CLUS_1              0               25
  CLUS_2              6               73
  CLUS_3              4               41
  CLUS_4             14              106

Clustering(66) Variable = APCS MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  APCS MUTATED        3      4      2      4
  APCS WILD-TYPE     79     47     45     94
D66V1, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            3             79
  CLUS_2            4             47
  CLUS_3            2             45
  CLUS_4            4             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        4      7      2
  APCS WILD-TYPE     73     88    104
D66V2, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            4             73
  CLUS_2            7             88
  CLUS_3            2            104
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  APCS MUTATED        2      4      1      1
  APCS WILD-TYPE     44     54     25     37
D66V3, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            2             44
  CLUS_2            4             54
  CLUS_3            1             25
  CLUS_4            1             37
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        1      3      4
  APCS WILD-TYPE     37     67     56
D66V4, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            1             37
  CLUS_2            3             67
  CLUS_3            4             56
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        7      1      5
  APCS WILD-TYPE     91     77     97
D66V5, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            7             91
  CLUS_2            1             77
  CLUS_3            5             97
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        5      4      4
  APCS WILD-TYPE     68    130     67
D66V6, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            5             68
  CLUS_2            4            130
  CLUS_3            4             67
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        5      5      3
  APCS WILD-TYPE     62    112     82
D66V7, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            5             62
  CLUS_2            5            112
  CLUS_3            3             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        2      6      5
  APCS WILD-TYPE     25    154     77
D66V8, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            2             25
  CLUS_2            6            154
  CLUS_3            5             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  APCS MUTATED        6      4      3
  APCS WILD-TYPE     76    106     74
D66V9, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            6             76
  CLUS_2            4            106
  CLUS_3            3             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  APCS MUTATED        1      5      0      7
  APCS WILD-TYPE     24     74     45    113
D66V10, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            1             24
  CLUS_2            5             74
  CLUS_3            0             45
  CLUS_4            7            113

Clustering(67) Variable = STXBP5L MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STXBP5L MUTATED       18      9     10     18
  STXBP5L WILD-TYPE     64     42     37     80
D67V1, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              18                64
  CLUS_2               9                42
  CLUS_3              10                37
  CLUS_4              18                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED       13     17     25
  STXBP5L WILD-TYPE     64     78     81
D67V2, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              13                64
  CLUS_2              17                78
  CLUS_3              25                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STXBP5L MUTATED       12     11      3      9
  STXBP5L WILD-TYPE     34     47     23     29
D67V3, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              12                34
  CLUS_2              11                47
  CLUS_3               3                23
  CLUS_4               9                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED        5     13     17
  STXBP5L WILD-TYPE     33     57     43
D67V4, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1               5                33
  CLUS_2              13                57
  CLUS_3              17                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED       20     21     14
  STXBP5L WILD-TYPE     78     57     88
D67V5, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              20                78
  CLUS_2              21                57
  CLUS_3              14                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED       19     29      7
  STXBP5L WILD-TYPE     54    105     64
D67V6, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              19                54
  CLUS_2              29               105
  CLUS_3               7                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED       14     25     14
  STXBP5L WILD-TYPE     53     92     71
D67V7, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              14                53
  CLUS_2              25                92
  CLUS_3              14                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED        7     32     14
  STXBP5L WILD-TYPE     20    128     68
D67V8, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1               7                20
  CLUS_2              32               128
  CLUS_3              14                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  STXBP5L MUTATED       15     24     14
  STXBP5L WILD-TYPE     67     86     63
D67V9, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              15                67
  CLUS_2              24                86
  CLUS_3              14                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STXBP5L MUTATED        6     14      4     29
  STXBP5L WILD-TYPE     19     65     41     91
D67V10, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1               6                19
  CLUS_2              14                65
  CLUS_3               4                41
  CLUS_4              29                91

Clustering(68) Variable = SCN5A MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SCN5A MUTATED       24     11     11     23
  SCN5A WILD-TYPE     58     40     36     75
D68V1, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            24              58
  CLUS_2            11              40
  CLUS_3            11              36
  CLUS_4            23              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED       17     29     23
  SCN5A WILD-TYPE     60     66     83
D68V2, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            17              60
  CLUS_2            29              66
  CLUS_3            23              83
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SCN5A MUTATED       13     11      3     14
  SCN5A WILD-TYPE     33     47     23     24
D68V3, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            13              33
  CLUS_2            11              47
  CLUS_3             3              23
  CLUS_4            14              24
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED       11     12     18
  SCN5A WILD-TYPE     27     58     42
D68V4, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            11              27
  CLUS_2            12              58
  CLUS_3            18              42
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED       25     17     27
  SCN5A WILD-TYPE     73     61     75
D68V5, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            25              73
  CLUS_2            17              61
  CLUS_3            27              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED       17     32     20
  SCN5A WILD-TYPE     56    102     51
D68V6, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            17              56
  CLUS_2            32             102
  CLUS_3            20              51
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED       14     30     22
  SCN5A WILD-TYPE     53     87     63
D68V7, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            14              53
  CLUS_2            30              87
  CLUS_3            22              63
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED        6     41     19
  SCN5A WILD-TYPE     21    119     63
D68V8, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1             6              21
  CLUS_2            41             119
  CLUS_3            19              63
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  SCN5A MUTATED       20     29     17
  SCN5A WILD-TYPE     62     81     60
D68V9, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            20              62
  CLUS_2            29              81
  CLUS_3            17              60
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SCN5A MUTATED        5     18     12     31
  SCN5A WILD-TYPE     20     61     33     89
D68V10, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1             5              20
  CLUS_2            18              61
  CLUS_3            12              33
  CLUS_4            31              89

Clustering(69) Variable = LCE1B MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LCE1B MUTATED        6      5      1      2
  LCE1B WILD-TYPE     76     46     46     96
D69V1, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             6              76
  CLUS_2             5              46
  CLUS_3             1              46
  CLUS_4             2              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        6      3      5
  LCE1B WILD-TYPE     71     92    101
D69V2, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             6              71
  CLUS_2             3              92
  CLUS_3             5             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LCE1B MUTATED        4      3      2      2
  LCE1B WILD-TYPE     42     55     24     36
D69V3, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             4              42
  CLUS_2             3              55
  CLUS_3             2              24
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        1      5      5
  LCE1B WILD-TYPE     37     65     55
D69V4, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             1              37
  CLUS_2             5              65
  CLUS_3             5              55
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        6      2      6
  LCE1B WILD-TYPE     92     76     96
D69V5, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             6              92
  CLUS_2             2              76
  CLUS_3             6              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        6      5      3
  LCE1B WILD-TYPE     67    129     68
D69V6, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             6              67
  CLUS_2             5             129
  CLUS_3             3              68
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        3      7      3
  LCE1B WILD-TYPE     64    110     82
D69V7, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             3              64
  CLUS_2             7             110
  CLUS_3             3              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        1      9      3
  LCE1B WILD-TYPE     26    151     79
D69V8, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             1              26
  CLUS_2             9             151
  CLUS_3             3              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LCE1B MUTATED        3      7      3
  LCE1B WILD-TYPE     79    103     74
D69V9, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             3              79
  CLUS_2             7             103
  CLUS_3             3              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LCE1B MUTATED        1      3      2      7
  LCE1B WILD-TYPE     24     76     43    113
D69V10, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             1              24
  CLUS_2             3              76
  CLUS_3             2              43
  CLUS_4             7             113

Clustering(70) Variable = TPTE2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TPTE2 MUTATED        9      7      5     12
  TPTE2 WILD-TYPE     73     44     42     86
D70V1, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1             9              73
  CLUS_2             7              44
  CLUS_3             5              42
  CLUS_4            12              86
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED        9     13     11
  TPTE2 WILD-TYPE     68     82     95
D70V2, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1             9              68
  CLUS_2            13              82
  CLUS_3            11              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TPTE2 MUTATED        3     11      3      7
  TPTE2 WILD-TYPE     43     47     23     31
D70V3, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1             3              43
  CLUS_2            11              47
  CLUS_3             3              23
  CLUS_4             7              31
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED        4     12      8
  TPTE2 WILD-TYPE     34     58     52
D70V4, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1             4              34
  CLUS_2            12              58
  CLUS_3             8              52
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED       12      6     15
  TPTE2 WILD-TYPE     86     72     87
D70V5, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1            12              86
  CLUS_2             6              72
  CLUS_3            15              87
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED        9     14     10
  TPTE2 WILD-TYPE     64    120     61
D70V6, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1             9              64
  CLUS_2            14             120
  CLUS_3            10              61
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED        9     17      6
  TPTE2 WILD-TYPE     58    100     79
D70V7, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1             9              58
  CLUS_2            17             100
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED        2     22      8
  TPTE2 WILD-TYPE     25    138     74
D70V8, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1             2              25
  CLUS_2            22             138
  CLUS_3             8              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TPTE2 MUTATED       12     16      4
  TPTE2 WILD-TYPE     70     94     73
D70V9, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1            12              70
  CLUS_2            16              94
  CLUS_3             4              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TPTE2 MUTATED        2      7      3     20
  TPTE2 WILD-TYPE     23     72     42    100
D70V10, multiclass
        clus
vv       TPTE2 MUTATED TPTE2 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             7              72
  CLUS_3             3              42
  CLUS_4            20             100

Clustering(71) Variable = OR2W1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR2W1 MUTATED        7      2      2      9
  OR2W1 WILD-TYPE     75     49     45     89
D71V1, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             7              75
  CLUS_2             2              49
  CLUS_3             2              45
  CLUS_4             9              89
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        4      9      7
  OR2W1 WILD-TYPE     73     86     99
D71V2, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              73
  CLUS_2             9              86
  CLUS_3             7              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR2W1 MUTATED        2      3      1      4
  OR2W1 WILD-TYPE     44     55     25     34
D71V3, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             3              55
  CLUS_3             1              25
  CLUS_4             4              34
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        4      2      4
  OR2W1 WILD-TYPE     34     68     56
D71V4, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              34
  CLUS_2             2              68
  CLUS_3             4              56
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        5      8      7
  OR2W1 WILD-TYPE     93     70     95
D71V5, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             5              93
  CLUS_2             8              70
  CLUS_3             7              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        4     10      6
  OR2W1 WILD-TYPE     69    124     65
D71V6, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              69
  CLUS_2            10             124
  CLUS_3             6              65
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        5      6      8
  OR2W1 WILD-TYPE     62    111     77
D71V7, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             5              62
  CLUS_2             6             111
  CLUS_3             8              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        2     10      7
  OR2W1 WILD-TYPE     25    150     75
D71V8, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             2              25
  CLUS_2            10             150
  CLUS_3             7              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR2W1 MUTATED        5      7      7
  OR2W1 WILD-TYPE     77    103     70
D71V9, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             5              77
  CLUS_2             7             103
  CLUS_3             7              70
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR2W1 MUTATED        2      6      3      8
  OR2W1 WILD-TYPE     23     73     42    112
D71V10, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             6              73
  CLUS_3             3              42
  CLUS_4             8             112

Clustering(72) Variable = LRTM1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LRTM1 MUTATED        6      5      5     10
  LRTM1 WILD-TYPE     76     46     42     88
D72V1, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             6              76
  CLUS_2             5              46
  CLUS_3             5              42
  CLUS_4            10              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        4     11     11
  LRTM1 WILD-TYPE     73     84     95
D72V2, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             4              73
  CLUS_2            11              84
  CLUS_3            11              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LRTM1 MUTATED        7      6      2      3
  LRTM1 WILD-TYPE     39     52     24     35
D72V3, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             7              39
  CLUS_2             6              52
  CLUS_3             2              24
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        5      7      6
  LRTM1 WILD-TYPE     33     63     54
D72V4, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             5              33
  CLUS_2             7              63
  CLUS_3             6              54
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        9      7     10
  LRTM1 WILD-TYPE     89     71     92
D72V5, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             9              89
  CLUS_2             7              71
  CLUS_3            10              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        7     12      7
  LRTM1 WILD-TYPE     66    122     64
D72V6, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             7              66
  CLUS_2            12             122
  CLUS_3             7              64
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        5     14      6
  LRTM1 WILD-TYPE     62    103     79
D72V7, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             5              62
  CLUS_2            14             103
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        4     15      6
  LRTM1 WILD-TYPE     23    145     76
D72V8, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             4              23
  CLUS_2            15             145
  CLUS_3             6              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LRTM1 MUTATED        7     12      6
  LRTM1 WILD-TYPE     75     98     71
D72V9, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             7              75
  CLUS_2            12              98
  CLUS_3             6              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LRTM1 MUTATED        3      6      3     13
  LRTM1 WILD-TYPE     22     73     42    107
D72V10, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             3              22
  CLUS_2             6              73
  CLUS_3             3              42
  CLUS_4            13             107

Clustering(73) Variable = SLC10A2 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC10A2 MUTATED        8      3      4      9
  SLC10A2 WILD-TYPE     74     48     43     89
D73V1, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               8                74
  CLUS_2               3                48
  CLUS_3               4                43
  CLUS_4               9                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        2     11     11
  SLC10A2 WILD-TYPE     75     84     95
D73V2, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               2                75
  CLUS_2              11                84
  CLUS_3              11                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC10A2 MUTATED        7      2      1      5
  SLC10A2 WILD-TYPE     39     56     25     33
D73V3, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               7                39
  CLUS_2               2                56
  CLUS_3               1                25
  CLUS_4               5                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        5      4      6
  SLC10A2 WILD-TYPE     33     66     54
D73V4, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               5                33
  CLUS_2               4                66
  CLUS_3               6                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        5      9     10
  SLC10A2 WILD-TYPE     93     69     92
D73V5, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               5                93
  CLUS_2               9                69
  CLUS_3              10                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        3     13      8
  SLC10A2 WILD-TYPE     70    121     63
D73V6, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               3                70
  CLUS_2              13               121
  CLUS_3               8                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        7     10      5
  SLC10A2 WILD-TYPE     60    107     80
D73V7, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               7                60
  CLUS_2              10               107
  CLUS_3               5                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        5     13      4
  SLC10A2 WILD-TYPE     22    147     78
D73V8, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               5                22
  CLUS_2              13               147
  CLUS_3               4                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC10A2 MUTATED        9      7      6
  SLC10A2 WILD-TYPE     73    103     71
D73V9, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               9                73
  CLUS_2               7               103
  CLUS_3               6                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC10A2 MUTATED        5      4      3     10
  SLC10A2 WILD-TYPE     20     75     42    110
D73V10, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               5                20
  CLUS_2               4                75
  CLUS_3               3                42
  CLUS_4              10               110

Clustering(74) Variable = NF1 MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NF1 MUTATED       15      4      6     13
  NF1 WILD-TYPE     67     47     41     85
D74V1, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1          15            67
  CLUS_2           4            47
  CLUS_3           6            41
  CLUS_4          13            85
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED       11     16     11
  NF1 WILD-TYPE     66     79     95
D74V2, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1          11            66
  CLUS_2          16            79
  CLUS_3          11            95
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NF1 MUTATED        6      9      3      9
  NF1 WILD-TYPE     40     49     23     29
D74V3, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           6            40
  CLUS_2           9            49
  CLUS_3           3            23
  CLUS_4           9            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED        4     15      8
  NF1 WILD-TYPE     34     55     52
D74V4, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           4            34
  CLUS_2          15            55
  CLUS_3           8            52
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED       11     11     16
  NF1 WILD-TYPE     87     67     86
D74V5, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1          11            87
  CLUS_2          11            67
  CLUS_3          16            86
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED        8     16     14
  NF1 WILD-TYPE     65    118     57
D74V6, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           8            65
  CLUS_2          16           118
  CLUS_3          14            57
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED       13     17      8
  NF1 WILD-TYPE     54    100     77
D74V7, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1          13            54
  CLUS_2          17           100
  CLUS_3           8            77
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED        5     23     10
  NF1 WILD-TYPE     22    137     72
D74V8, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           5            22
  CLUS_2          23           137
  CLUS_3          10            72
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NF1 MUTATED       15     17      6
  NF1 WILD-TYPE     67     93     71
D74V9, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1          15            67
  CLUS_2          17            93
  CLUS_3           6            71
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NF1 MUTATED        4      9      4     21
  NF1 WILD-TYPE     21     70     41     99
D74V10, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           4            21
  CLUS_2           9            70
  CLUS_3           4            41
  CLUS_4          21            99

Clustering(75) Variable = STK31 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STK31 MUTATED        9      7      3     17
  STK31 WILD-TYPE     73     44     44     81
D75V1, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             9              73
  CLUS_2             7              44
  CLUS_3             3              44
  CLUS_4            17              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED        5     13     18
  STK31 WILD-TYPE     72     82     88
D75V2, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             5              72
  CLUS_2            13              82
  CLUS_3            18              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STK31 MUTATED        6      8      2      9
  STK31 WILD-TYPE     40     50     24     29
D75V3, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             6              40
  CLUS_2             8              50
  CLUS_3             2              24
  CLUS_4             9              29
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED        5      9     11
  STK31 WILD-TYPE     33     61     49
D75V4, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             5              33
  CLUS_2             9              61
  CLUS_3            11              49
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED        5     17     14
  STK31 WILD-TYPE     93     61     88
D75V5, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             5              93
  CLUS_2            17              61
  CLUS_3            14              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED        3     25      8
  STK31 WILD-TYPE     70    109     63
D75V6, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             3              70
  CLUS_2            25             109
  CLUS_3             8              63
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED       11     14      9
  STK31 WILD-TYPE     56    103     76
D75V7, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1            11              56
  CLUS_2            14             103
  CLUS_3             9              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED        3     20     11
  STK31 WILD-TYPE     24    140     71
D75V8, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             3              24
  CLUS_2            20             140
  CLUS_3            11              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  STK31 MUTATED       12     14      8
  STK31 WILD-TYPE     70     96     69
D75V9, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1            12              70
  CLUS_2            14              96
  CLUS_3             8              69
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STK31 MUTATED        2     11      1     20
  STK31 WILD-TYPE     23     68     44    100
D75V10, multiclass
        clus
vv       STK31 MUTATED STK31 WILD-TYPE
  CLUS_1             2              23
  CLUS_2            11              68
  CLUS_3             1              44
  CLUS_4            20             100

Clustering(76) Variable = ANGPT1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ANGPT1 MUTATED       11      6      4      9
  ANGPT1 WILD-TYPE     71     45     43     89
D76V1, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1             11               71
  CLUS_2              6               45
  CLUS_3              4               43
  CLUS_4              9               89
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED        6     16      8
  ANGPT1 WILD-TYPE     71     79     98
D76V2, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              6               71
  CLUS_2             16               79
  CLUS_3              8               98
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ANGPT1 MUTATED        6      3      1      3
  ANGPT1 WILD-TYPE     40     55     25     35
D76V3, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              6               40
  CLUS_2              3               55
  CLUS_3              1               25
  CLUS_4              3               35
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED        3      5      5
  ANGPT1 WILD-TYPE     35     65     55
D76V4, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              3               35
  CLUS_2              5               65
  CLUS_3              5               55
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED       12      8     10
  ANGPT1 WILD-TYPE     86     70     92
D76V5, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1             12               86
  CLUS_2              8               70
  CLUS_3             10               92
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED        5     18      7
  ANGPT1 WILD-TYPE     68    116     64
D76V6, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              5               68
  CLUS_2             18              116
  CLUS_3              7               64
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED        6     12     11
  ANGPT1 WILD-TYPE     61    105     74
D76V7, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              6               61
  CLUS_2             12              105
  CLUS_3             11               74
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED        3     17      9
  ANGPT1 WILD-TYPE     24    143     73
D76V8, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              3               24
  CLUS_2             17              143
  CLUS_3              9               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ANGPT1 MUTATED        9     11      9
  ANGPT1 WILD-TYPE     73     99     68
D76V9, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              9               73
  CLUS_2             11               99
  CLUS_3              9               68
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ANGPT1 MUTATED        3      9      5     12
  ANGPT1 WILD-TYPE     22     70     40    108
D76V10, multiclass
        clus
vv       ANGPT1 MUTATED ANGPT1 WILD-TYPE
  CLUS_1              3               22
  CLUS_2              9               70
  CLUS_3              5               40
  CLUS_4             12              108

Clustering(77) Variable = C18ORF26 MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C18ORF26 MUTATED        7      3      1      6
  C18ORF26 WILD-TYPE     75     48     46     92
D77V1, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                7                 75
  CLUS_2                3                 48
  CLUS_3                1                 46
  CLUS_4                6                 92
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED        4      5      8
  C18ORF26 WILD-TYPE     73     90     98
D77V2, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                4                 73
  CLUS_2                5                 90
  CLUS_3                8                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C18ORF26 MUTATED        6      4      1      3
  C18ORF26 WILD-TYPE     40     54     25     35
D77V3, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                6                 40
  CLUS_2                4                 54
  CLUS_3                1                 25
  CLUS_4                3                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED        4      3      7
  C18ORF26 WILD-TYPE     34     67     53
D77V4, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                4                 34
  CLUS_2                3                 67
  CLUS_3                7                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED        3      8      6
  C18ORF26 WILD-TYPE     95     70     96
D77V5, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                3                 95
  CLUS_2                8                 70
  CLUS_3                6                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED        2     11      4
  C18ORF26 WILD-TYPE     71    123     67
D77V6, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                2                 71
  CLUS_2               11                123
  CLUS_3                4                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED        3      8      5
  C18ORF26 WILD-TYPE     64    109     80
D77V7, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                3                 64
  CLUS_2                8                109
  CLUS_3                5                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED        0     12      4
  C18ORF26 WILD-TYPE     27    148     78
D77V8, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                0                 27
  CLUS_2               12                148
  CLUS_3                4                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C18ORF26 MUTATED        2      9      5
  C18ORF26 WILD-TYPE     80    101     72
D77V9, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                2                 80
  CLUS_2                9                101
  CLUS_3                5                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C18ORF26 MUTATED        0      3      4      9
  C18ORF26 WILD-TYPE     25     76     41    111
D77V10, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                0                 25
  CLUS_2                3                 76
  CLUS_3                4                 41
  CLUS_4                9                111

Clustering(78) Variable = VSNL1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  VSNL1 MUTATED        1      1      0      2
  VSNL1 WILD-TYPE     81     50     47     96
D78V1, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             1              81
  CLUS_2             1              50
  CLUS_3             0              47
  CLUS_4             2              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        0      1      3
  VSNL1 WILD-TYPE     77     94    103
D78V2, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             0              77
  CLUS_2             1              94
  CLUS_3             3             103
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  VSNL1 MUTATED        2      0      1      0
  VSNL1 WILD-TYPE     44     58     25     38
D78V3, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             0              58
  CLUS_3             1              25
  CLUS_4             0              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        1      2      0
  VSNL1 WILD-TYPE     37     68     60
D78V4, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             1              37
  CLUS_2             2              68
  CLUS_3             0              60
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        0      2      2
  VSNL1 WILD-TYPE     98     76    100
D78V5, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             0              98
  CLUS_2             2              76
  CLUS_3             2             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        0      2      2
  VSNL1 WILD-TYPE     73    132     69
D78V6, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             0              73
  CLUS_2             2             132
  CLUS_3             2              69
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        2      2      0
  VSNL1 WILD-TYPE     65    115     85
D78V7, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             2              65
  CLUS_2             2             115
  CLUS_3             0              85
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        0      3      1
  VSNL1 WILD-TYPE     27    157     81
D78V8, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             0              27
  CLUS_2             3             157
  CLUS_3             1              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  VSNL1 MUTATED        1      3      0
  VSNL1 WILD-TYPE     81    107     77
D78V9, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             1              81
  CLUS_2             3             107
  CLUS_3             0              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  VSNL1 MUTATED        0      1      0      3
  VSNL1 WILD-TYPE     25     78     45    117
D78V10, multiclass
        clus
vv       VSNL1 MUTATED VSNL1 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             1              78
  CLUS_3             0              45
  CLUS_4             3             117

Clustering(79) Variable = CRB1 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CRB1 MUTATED       19     10      3     20
  CRB1 WILD-TYPE     63     41     44     78
D79V1, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1           19             63
  CLUS_2           10             41
  CLUS_3            3             44
  CLUS_4           20             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED       12     19     21
  CRB1 WILD-TYPE     65     76     85
D79V2, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1           12             65
  CLUS_2           19             76
  CLUS_3           21             85
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CRB1 MUTATED        9      8      7      8
  CRB1 WILD-TYPE     37     50     19     30
D79V3, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1            9             37
  CLUS_2            8             50
  CLUS_3            7             19
  CLUS_4            8             30
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED        8     13     11
  CRB1 WILD-TYPE     30     57     49
D79V4, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1            8             30
  CLUS_2           13             57
  CLUS_3           11             49
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED       11     17     24
  CRB1 WILD-TYPE     87     61     78
D79V5, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1           11             87
  CLUS_2           17             61
  CLUS_3           24             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED        7     29     16
  CRB1 WILD-TYPE     66    105     55
D79V6, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1            7             66
  CLUS_2           29            105
  CLUS_3           16             55
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED       12     26     11
  CRB1 WILD-TYPE     55     91     74
D79V7, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1           12             55
  CLUS_2           26             91
  CLUS_3           11             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED        2     36     11
  CRB1 WILD-TYPE     25    124     71
D79V8, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1            2             25
  CLUS_2           36            124
  CLUS_3           11             71
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRB1 MUTATED       15     26      8
  CRB1 WILD-TYPE     67     84     69
D79V9, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1           15             67
  CLUS_2           26             84
  CLUS_3            8             69
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CRB1 MUTATED        2     11      9     27
  CRB1 WILD-TYPE     23     68     36     93
D79V10, multiclass
        clus
vv       CRB1 MUTATED CRB1 WILD-TYPE
  CLUS_1            2             23
  CLUS_2           11             68
  CLUS_3            9             36
  CLUS_4           27             93

Clustering(80) Variable = PREX2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PREX2 MUTATED       22     13     10     23
  PREX2 WILD-TYPE     60     38     37     75
D80V1, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            22              60
  CLUS_2            13              38
  CLUS_3            10              37
  CLUS_4            23              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED       16     32     20
  PREX2 WILD-TYPE     61     63     86
D80V2, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            16              61
  CLUS_2            32              63
  CLUS_3            20              86
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PREX2 MUTATED       13     12      8     10
  PREX2 WILD-TYPE     33     46     18     28
D80V3, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            13              33
  CLUS_2            12              46
  CLUS_3             8              18
  CLUS_4            10              28
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED        8     21     14
  PREX2 WILD-TYPE     30     49     46
D80V4, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1             8              30
  CLUS_2            21              49
  CLUS_3            14              46
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED       23     23     22
  PREX2 WILD-TYPE     75     55     80
D80V5, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            23              75
  CLUS_2            23              55
  CLUS_3            22              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED       16     34     18
  PREX2 WILD-TYPE     57    100     53
D80V6, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            16              57
  CLUS_2            34             100
  CLUS_3            18              53
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED       17     27     19
  PREX2 WILD-TYPE     50     90     66
D80V7, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            17              50
  CLUS_2            27              90
  CLUS_3            19              66
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED        9     41     13
  PREX2 WILD-TYPE     18    119     69
D80V8, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1             9              18
  CLUS_2            41             119
  CLUS_3            13              69
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PREX2 MUTATED       19     27     17
  PREX2 WILD-TYPE     63     83     60
D80V9, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            19              63
  CLUS_2            27              83
  CLUS_3            17              60
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PREX2 MUTATED        8     10     10     35
  PREX2 WILD-TYPE     17     69     35     85
D80V10, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1             8              17
  CLUS_2            10              69
  CLUS_3            10              35
  CLUS_4            35              85

Clustering(81) Variable = SPANXN5 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SPANXN5 MUTATED        1      1      2      4
  SPANXN5 WILD-TYPE     81     50     45     94
D81V1, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               1                81
  CLUS_2               1                50
  CLUS_3               2                45
  CLUS_4               4                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        0      3      5
  SPANXN5 WILD-TYPE     77     92    101
D81V2, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               0                77
  CLUS_2               3                92
  CLUS_3               5               101
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SPANXN5 MUTATED        2      0      1      1
  SPANXN5 WILD-TYPE     44     58     25     37
D81V3, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               2                44
  CLUS_2               0                58
  CLUS_3               1                25
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        2      1      1
  SPANXN5 WILD-TYPE     36     69     59
D81V4, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               2                36
  CLUS_2               1                69
  CLUS_3               1                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        2      3      3
  SPANXN5 WILD-TYPE     96     75     99
D81V5, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               2                96
  CLUS_2               3                75
  CLUS_3               3                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        1      6      1
  SPANXN5 WILD-TYPE     72    128     70
D81V6, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               1                72
  CLUS_2               6               128
  CLUS_3               1                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        1      4      3
  SPANXN5 WILD-TYPE     66    113     82
D81V7, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               1                66
  CLUS_2               4               113
  CLUS_3               3                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        0      6      2
  SPANXN5 WILD-TYPE     27    154     80
D81V8, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               0                27
  CLUS_2               6               154
  CLUS_3               2                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SPANXN5 MUTATED        1      4      3
  SPANXN5 WILD-TYPE     81    106     74
D81V9, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               1                81
  CLUS_2               4               106
  CLUS_3               3                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SPANXN5 MUTATED        0      2      2      4
  SPANXN5 WILD-TYPE     25     77     43    116
D81V10, multiclass
        clus
vv       SPANXN5 MUTATED SPANXN5 WILD-TYPE
  CLUS_1               0                25
  CLUS_2               2                77
  CLUS_3               2                43
  CLUS_4               4               116

Clustering(82) Variable = NMS MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NMS MUTATED        3      2      2      6
  NMS WILD-TYPE     79     49     45     92
D82V1, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           3            79
  CLUS_2           2            49
  CLUS_3           2            45
  CLUS_4           6            92
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        1      5      7
  NMS WILD-TYPE     76     90     99
D82V2, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           1            76
  CLUS_2           5            90
  CLUS_3           7            99
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NMS MUTATED        4      1      2      3
  NMS WILD-TYPE     42     57     24     35
D82V3, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           4            42
  CLUS_2           1            57
  CLUS_3           2            24
  CLUS_4           3            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        2      3      5
  NMS WILD-TYPE     36     67     55
D82V4, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           2            36
  CLUS_2           3            67
  CLUS_3           5            55
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        3      8      2
  NMS WILD-TYPE     95     70    100
D82V5, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           3            95
  CLUS_2           8            70
  CLUS_3           2           100
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        3      9      1
  NMS WILD-TYPE     70    125     70
D82V6, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           3            70
  CLUS_2           9           125
  CLUS_3           1            70
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        3      5      5
  NMS WILD-TYPE     64    112     80
D82V7, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           3            64
  CLUS_2           5           112
  CLUS_3           5            80
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        1      9      3
  NMS WILD-TYPE     26    151     79
D82V8, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           1            26
  CLUS_2           9           151
  CLUS_3           3            79
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  NMS MUTATED        5      5      3
  NMS WILD-TYPE     77    105     74
D82V9, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           5            77
  CLUS_2           5           105
  CLUS_3           3            74
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NMS MUTATED        1      3      2      7
  NMS WILD-TYPE     24     76     43    113
D82V10, multiclass
        clus
vv       NMS MUTATED NMS WILD-TYPE
  CLUS_1           1            24
  CLUS_2           3            76
  CLUS_3           2            43
  CLUS_4           7           113

Clustering(83) Variable = RERG MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RERG MUTATED        3      2      2      4
  RERG WILD-TYPE     79     49     45     94
D83V1, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            3             79
  CLUS_2            2             49
  CLUS_3            2             45
  CLUS_4            4             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        2      4      5
  RERG WILD-TYPE     75     91    101
D83V2, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            2             75
  CLUS_2            4             91
  CLUS_3            5            101
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RERG MUTATED        1      3      1      3
  RERG WILD-TYPE     45     55     25     35
D83V3, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            1             45
  CLUS_2            3             55
  CLUS_3            1             25
  CLUS_4            3             35
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        0      5      3
  RERG WILD-TYPE     38     65     57
D83V4, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            0             38
  CLUS_2            5             65
  CLUS_3            3             57
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        4      4      3
  RERG WILD-TYPE     94     74     99
D83V5, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            4             94
  CLUS_2            4             74
  CLUS_3            3             99
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        3      6      2
  RERG WILD-TYPE     70    128     69
D83V6, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            3             70
  CLUS_2            6            128
  CLUS_3            2             69
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        0      8      3
  RERG WILD-TYPE     67    109     82
D83V7, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            0             67
  CLUS_2            8            109
  CLUS_3            3             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        0      9      2
  RERG WILD-TYPE     27    151     80
D83V8, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            0             27
  CLUS_2            9            151
  CLUS_3            2             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  RERG MUTATED        1      7      3
  RERG WILD-TYPE     81    103     74
D83V9, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            1             81
  CLUS_2            7            103
  CLUS_3            3             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RERG MUTATED        0      2      1      8
  RERG WILD-TYPE     25     77     44    112
D83V10, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            0             25
  CLUS_2            2             77
  CLUS_3            1             44
  CLUS_4            8            112

Clustering(84) Variable = GLYATL2 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GLYATL2 MUTATED        6      4      3     12
  GLYATL2 WILD-TYPE     76     47     44     86
D84V1, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               6                76
  CLUS_2               4                47
  CLUS_3               3                44
  CLUS_4              12                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED        3     11     11
  GLYATL2 WILD-TYPE     74     84     95
D84V2, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               3                74
  CLUS_2              11                84
  CLUS_3              11                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GLYATL2 MUTATED        5      4      2      2
  GLYATL2 WILD-TYPE     41     54     24     36
D84V3, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               5                41
  CLUS_2               4                54
  CLUS_3               2                24
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED        3      5      5
  GLYATL2 WILD-TYPE     35     65     55
D84V4, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               3                35
  CLUS_2               5                65
  CLUS_3               5                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED       10      9      6
  GLYATL2 WILD-TYPE     88     69     96
D84V5, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1              10                88
  CLUS_2               9                69
  CLUS_3               6                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED        7     15      3
  GLYATL2 WILD-TYPE     66    119     68
D84V6, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               7                66
  CLUS_2              15               119
  CLUS_3               3                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED        8      8      7
  GLYATL2 WILD-TYPE     59    109     78
D84V7, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               8                59
  CLUS_2               8               109
  CLUS_3               7                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED        2     12      9
  GLYATL2 WILD-TYPE     25    148     73
D84V8, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               2                25
  CLUS_2              12               148
  CLUS_3               9                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GLYATL2 MUTATED       11      6      6
  GLYATL2 WILD-TYPE     71    104     71
D84V9, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1              11                71
  CLUS_2               6               104
  CLUS_3               6                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GLYATL2 MUTATED        2      8      3     10
  GLYATL2 WILD-TYPE     23     71     42    110
D84V10, multiclass
        clus
vv       GLYATL2 MUTATED GLYATL2 WILD-TYPE
  CLUS_1               2                23
  CLUS_2               8                71
  CLUS_3               3                42
  CLUS_4              10               110

Clustering(85) Variable = POTEG MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  POTEG MUTATED       15      5      4      7
  POTEG WILD-TYPE     67     46     43     91
D85V1, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1            15              67
  CLUS_2             5              46
  CLUS_3             4              43
  CLUS_4             7              91
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED        7     18      6
  POTEG WILD-TYPE     70     77    100
D85V2, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             7              70
  CLUS_2            18              77
  CLUS_3             6             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  POTEG MUTATED        3      5      2      7
  POTEG WILD-TYPE     43     53     24     31
D85V3, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             3              43
  CLUS_2             5              53
  CLUS_3             2              24
  CLUS_4             7              31
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED        2      5     10
  POTEG WILD-TYPE     36     65     50
D85V4, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             2              36
  CLUS_2             5              65
  CLUS_3            10              50
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED       12      6     13
  POTEG WILD-TYPE     86     72     89
D85V5, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1            12              86
  CLUS_2             6              72
  CLUS_3            13              89
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED        8     10     13
  POTEG WILD-TYPE     65    124     58
D85V6, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             8              65
  CLUS_2            10             124
  CLUS_3            13              58
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED        4     17      9
  POTEG WILD-TYPE     63    100     76
D85V7, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             4              63
  CLUS_2            17             100
  CLUS_3             9              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED        1     22      7
  POTEG WILD-TYPE     26    138     75
D85V8, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             1              26
  CLUS_2            22             138
  CLUS_3             7              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  POTEG MUTATED        4     17      9
  POTEG WILD-TYPE     78     93     68
D85V9, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             4              78
  CLUS_2            17              93
  CLUS_3             9              68
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  POTEG MUTATED        1      7      6     16
  POTEG WILD-TYPE     24     72     39    104
D85V10, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             1              24
  CLUS_2             7              72
  CLUS_3             6              39
  CLUS_4            16             104

Clustering(86) Variable = ACD MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACD MUTATED        0      2      4      4
  ACD WILD-TYPE     82     49     43     94
D86V1, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           0            82
  CLUS_2           2            49
  CLUS_3           4            43
  CLUS_4           4            94
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        3      3      4
  ACD WILD-TYPE     74     92    102
D86V2, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           3            74
  CLUS_2           3            92
  CLUS_3           4           102
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACD MUTATED        3      3      1      1
  ACD WILD-TYPE     43     55     25     37
D86V3, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           3            43
  CLUS_2           3            55
  CLUS_3           1            25
  CLUS_4           1            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        1      2      5
  ACD WILD-TYPE     37     68     55
D86V4, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           1            37
  CLUS_2           2            68
  CLUS_3           5            55
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        5      2      3
  ACD WILD-TYPE     93     76     99
D86V5, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           5            93
  CLUS_2           2            76
  CLUS_3           3            99
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        5      3      2
  ACD WILD-TYPE     68    131     69
D86V6, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           5            68
  CLUS_2           3           131
  CLUS_3           2            69
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        5      2      3
  ACD WILD-TYPE     62    115     82
D86V7, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           5            62
  CLUS_2           2           115
  CLUS_3           3            82
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        0      4      6
  ACD WILD-TYPE     27    156     76
D86V8, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           0            27
  CLUS_2           4           156
  CLUS_3           6            76
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  ACD MUTATED        4      3      3
  ACD WILD-TYPE     78    107     74
D86V9, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           4            78
  CLUS_2           3           107
  CLUS_3           3            74
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACD MUTATED        0      6      0      4
  ACD WILD-TYPE     25     73     45    116
D86V10, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           0            25
  CLUS_2           6            73
  CLUS_3           0            45
  CLUS_4           4           116

Clustering(87) Variable = AREG MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  AREG MUTATED        3      0      1      3
  AREG WILD-TYPE     79     51     46     95
D87V1, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            3             79
  CLUS_2            0             51
  CLUS_3            1             46
  CLUS_4            3             95
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        2      3      2
  AREG WILD-TYPE     75     92    104
D87V2, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            2             75
  CLUS_2            3             92
  CLUS_3            2            104
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  AREG MUTATED        1      1      1      2
  AREG WILD-TYPE     45     57     25     36
D87V3, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            1             45
  CLUS_2            1             57
  CLUS_3            1             25
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        1      1      3
  AREG WILD-TYPE     37     69     57
D87V4, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            1             37
  CLUS_2            1             69
  CLUS_3            3             57
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        3      2      2
  AREG WILD-TYPE     95     76    100
D87V5, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            3             95
  CLUS_2            2             76
  CLUS_3            2            100
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        3      3      1
  AREG WILD-TYPE     70    131     70
D87V6, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            3             70
  CLUS_2            3            131
  CLUS_3            1             70
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        1      3      3
  AREG WILD-TYPE     66    114     82
D87V7, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            1             66
  CLUS_2            3            114
  CLUS_3            3             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        0      4      3
  AREG WILD-TYPE     27    156     79
D87V8, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            0             27
  CLUS_2            4            156
  CLUS_3            3             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  AREG MUTATED        3      1      3
  AREG WILD-TYPE     79    109     74
D87V9, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            3             79
  CLUS_2            1            109
  CLUS_3            3             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  AREG MUTATED        0      3      1      3
  AREG WILD-TYPE     25     76     44    117
D87V10, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            0             25
  CLUS_2            3             76
  CLUS_3            1             44
  CLUS_4            3            117

Clustering(88) Variable = STARD6 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STARD6 MUTATED        4      2      1      5
  STARD6 WILD-TYPE     78     49     46     93
D88V1, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              4               78
  CLUS_2              2               49
  CLUS_3              1               46
  CLUS_4              5               93
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        2      6      4
  STARD6 WILD-TYPE     75     89    102
D88V2, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              2               75
  CLUS_2              6               89
  CLUS_3              4              102
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STARD6 MUTATED        2      1      2      3
  STARD6 WILD-TYPE     44     57     24     35
D88V3, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              2               44
  CLUS_2              1               57
  CLUS_3              2               24
  CLUS_4              3               35
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        3      3      2
  STARD6 WILD-TYPE     35     67     58
D88V4, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              3               35
  CLUS_2              3               67
  CLUS_3              2               58
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        3      5      4
  STARD6 WILD-TYPE     95     73     98
D88V5, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              3               95
  CLUS_2              5               73
  CLUS_3              4               98
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        4      6      2
  STARD6 WILD-TYPE     69    128     69
D88V6, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              4               69
  CLUS_2              6              128
  CLUS_3              2               69
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        3      3      6
  STARD6 WILD-TYPE     64    114     79
D88V7, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              3               64
  CLUS_2              3              114
  CLUS_3              6               79
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        1      4      7
  STARD6 WILD-TYPE     26    156     75
D88V8, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              1               26
  CLUS_2              4              156
  CLUS_3              7               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  STARD6 MUTATED        6      3      3
  STARD6 WILD-TYPE     76    107     74
D88V9, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              6               76
  CLUS_2              3              107
  CLUS_3              3               74
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  STARD6 MUTATED        1      7      0      4
  STARD6 WILD-TYPE     24     72     45    116
D88V10, multiclass
        clus
vv       STARD6 MUTATED STARD6 WILD-TYPE
  CLUS_1              1               24
  CLUS_2              7               72
  CLUS_3              0               45
  CLUS_4              4              116

Clustering(89) Variable = CDK4 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CDK4 MUTATED        3      1      0      3
  CDK4 WILD-TYPE     79     50     47     95
D89V1, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            3             79
  CLUS_2            1             50
  CLUS_3            0             47
  CLUS_4            3             95
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        3      1      3
  CDK4 WILD-TYPE     74     94    103
D89V2, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            3             74
  CLUS_2            1             94
  CLUS_3            3            103
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CDK4 MUTATED        2      0      2      0
  CDK4 WILD-TYPE     44     58     24     38
D89V3, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            2             44
  CLUS_2            0             58
  CLUS_3            2             24
  CLUS_4            0             38
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        2      1      1
  CDK4 WILD-TYPE     36     69     59
D89V4, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            2             36
  CLUS_2            1             69
  CLUS_3            1             59
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        2      2      3
  CDK4 WILD-TYPE     96     76     99
D89V5, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            2             96
  CLUS_2            2             76
  CLUS_3            3             99
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        2      2      3
  CDK4 WILD-TYPE     71    132     68
D89V6, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            2             71
  CLUS_2            2            132
  CLUS_3            3             68
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        2      1      3
  CDK4 WILD-TYPE     65    116     82
D89V7, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            2             65
  CLUS_2            1            116
  CLUS_3            3             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        1      2      3
  CDK4 WILD-TYPE     26    158     79
D89V8, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            1             26
  CLUS_2            2            158
  CLUS_3            3             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CDK4 MUTATED        2      2      2
  CDK4 WILD-TYPE     80    108     75
D89V9, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            2             80
  CLUS_2            2            108
  CLUS_3            2             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CDK4 MUTATED        1      3      1      1
  CDK4 WILD-TYPE     24     76     44    119
D89V10, multiclass
        clus
vv       CDK4 MUTATED CDK4 WILD-TYPE
  CLUS_1            1             24
  CLUS_2            3             76
  CLUS_3            1             44
  CLUS_4            1            119

Clustering(90) Variable = PRSS48 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PRSS48 MUTATED        5      0      0      1
  PRSS48 WILD-TYPE     77     51     47     97
D90V1, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              5               77
  CLUS_2              0               51
  CLUS_3              0               47
  CLUS_4              1               97
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        2      3      1
  PRSS48 WILD-TYPE     75     92    105
D90V2, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              2               75
  CLUS_2              3               92
  CLUS_3              1              105
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PRSS48 MUTATED        0      1      1      2
  PRSS48 WILD-TYPE     46     57     25     36
D90V3, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              0               46
  CLUS_2              1               57
  CLUS_3              1               25
  CLUS_4              2               36
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        1      3      0
  PRSS48 WILD-TYPE     37     67     60
D90V4, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              1               37
  CLUS_2              3               67
  CLUS_3              0               60
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        0      0      6
  PRSS48 WILD-TYPE     98     78     96
D90V5, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              0               98
  CLUS_2              0               78
  CLUS_3              6               96
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        0      1      5
  PRSS48 WILD-TYPE     73    133     66
D90V6, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              0               73
  CLUS_2              1              133
  CLUS_3              5               66
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        1      4      1
  PRSS48 WILD-TYPE     66    113     84
D90V7, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              1               66
  CLUS_2              4              113
  CLUS_3              1               84
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        0      5      1
  PRSS48 WILD-TYPE     27    155     81
D90V8, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              0               27
  CLUS_2              5              155
  CLUS_3              1               81
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PRSS48 MUTATED        1      5      0
  PRSS48 WILD-TYPE     81    105     77
D90V9, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              1               81
  CLUS_2              5              105
  CLUS_3              0               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PRSS48 MUTATED        0      0      1      5
  PRSS48 WILD-TYPE     25     79     44    115
D90V10, multiclass
        clus
vv       PRSS48 MUTATED PRSS48 WILD-TYPE
  CLUS_1              0               25
  CLUS_2              0               79
  CLUS_3              1               44
  CLUS_4              5              115

Clustering(91) Variable = FAM58A MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM58A MUTATED        2      0      1      2
  FAM58A WILD-TYPE     80     51     46     96
D91V1, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              2               80
  CLUS_2              0               51
  CLUS_3              1               46
  CLUS_4              2               96
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        1      1      3
  FAM58A WILD-TYPE     76     94    103
D91V2, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               76
  CLUS_2              1               94
  CLUS_3              3              103
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM58A MUTATED        1      1      1      1
  FAM58A WILD-TYPE     45     57     25     37
D91V3, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               45
  CLUS_2              1               57
  CLUS_3              1               25
  CLUS_4              1               37
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        0      3      1
  FAM58A WILD-TYPE     38     67     59
D91V4, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               38
  CLUS_2              3               67
  CLUS_3              1               59
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        0      3      2
  FAM58A WILD-TYPE     98     75    100
D91V5, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               98
  CLUS_2              3               75
  CLUS_3              2              100
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        0      3      2
  FAM58A WILD-TYPE     73    131     69
D91V6, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               73
  CLUS_2              3              131
  CLUS_3              2               69
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        1      3      1
  FAM58A WILD-TYPE     66    114     84
D91V7, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               66
  CLUS_2              3              114
  CLUS_3              1               84
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        0      5      0
  FAM58A WILD-TYPE     27    155     82
D91V8, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               27
  CLUS_2              5              155
  CLUS_3              0               82
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  FAM58A MUTATED        1      4      0
  FAM58A WILD-TYPE     81    106     77
D91V9, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               81
  CLUS_2              4              106
  CLUS_3              0               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM58A MUTATED        0      0      1      4
  FAM58A WILD-TYPE     25     79     44    116
D91V10, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               25
  CLUS_2              0               79
  CLUS_3              1               44
  CLUS_4              4              116

Clustering(92) Variable = COL4A4 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL4A4 MUTATED       22      8      9     33
  COL4A4 WILD-TYPE     60     43     38     65
D92V1, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             22               60
  CLUS_2              8               43
  CLUS_3              9               38
  CLUS_4             33               65
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED       14     25     33
  COL4A4 WILD-TYPE     63     70     73
D92V2, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             14               63
  CLUS_2             25               70
  CLUS_3             33               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL4A4 MUTATED       14     12      5     12
  COL4A4 WILD-TYPE     32     46     21     26
D92V3, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             14               32
  CLUS_2             12               46
  CLUS_3              5               21
  CLUS_4             12               26
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED       10     17     16
  COL4A4 WILD-TYPE     28     53     44
D92V4, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             10               28
  CLUS_2             17               53
  CLUS_3             16               44
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED       21     27     24
  COL4A4 WILD-TYPE     77     51     78
D92V5, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             21               77
  CLUS_2             27               51
  CLUS_3             24               78
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED       15     43     14
  COL4A4 WILD-TYPE     58     91     57
D92V6, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             15               58
  CLUS_2             43               91
  CLUS_3             14               57
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED       20     33     18
  COL4A4 WILD-TYPE     47     84     67
D92V7, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             20               47
  CLUS_2             33               84
  CLUS_3             18               67
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED        7     43     21
  COL4A4 WILD-TYPE     20    117     61
D92V8, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1              7               20
  CLUS_2             43              117
  CLUS_3             21               61
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL4A4 MUTATED       24     31     16
  COL4A4 WILD-TYPE     58     79     61
D92V9, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1             24               58
  CLUS_2             31               79
  CLUS_3             16               61
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL4A4 MUTATED        5     20      8     38
  COL4A4 WILD-TYPE     20     59     37     82
D92V10, multiclass
        clus
vv       COL4A4 MUTATED COL4A4 WILD-TYPE
  CLUS_1              5               20
  CLUS_2             20               59
  CLUS_3              8               37
  CLUS_4             38               82

Clustering(93) Variable = RPGRIP1 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPGRIP1 MUTATED       12      4      1      8
  RPGRIP1 WILD-TYPE     70     47     46     90
D93V1, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1              12                70
  CLUS_2               4                47
  CLUS_3               1                46
  CLUS_4               8                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED       10      7      8
  RPGRIP1 WILD-TYPE     67     88     98
D93V2, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1              10                67
  CLUS_2               7                88
  CLUS_3               8                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPGRIP1 MUTATED        6      4      3      1
  RPGRIP1 WILD-TYPE     40     54     23     37
D93V3, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               6                40
  CLUS_2               4                54
  CLUS_3               3                23
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED        4      7      3
  RPGRIP1 WILD-TYPE     34     63     57
D93V4, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               4                34
  CLUS_2               7                63
  CLUS_3               3                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED        5      7     13
  RPGRIP1 WILD-TYPE     93     71     89
D93V5, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               5                93
  CLUS_2               7                71
  CLUS_3              13                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED        4      7     14
  RPGRIP1 WILD-TYPE     69    127     57
D93V6, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               4                69
  CLUS_2               7               127
  CLUS_3              14                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED        4     16      5
  RPGRIP1 WILD-TYPE     63    101     80
D93V7, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               4                63
  CLUS_2              16               101
  CLUS_3               5                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED        1     20      4
  RPGRIP1 WILD-TYPE     26    140     78
D93V8, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               1                26
  CLUS_2              20               140
  CLUS_3               4                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RPGRIP1 MUTATED        4     16      5
  RPGRIP1 WILD-TYPE     78     94     72
D93V9, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               4                78
  CLUS_2              16                94
  CLUS_3               5                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPGRIP1 MUTATED        0      4      4     17
  RPGRIP1 WILD-TYPE     25     75     41    103
D93V10, multiclass
        clus
vv       RPGRIP1 MUTATED RPGRIP1 WILD-TYPE
  CLUS_1               0                25
  CLUS_2               4                75
  CLUS_3               4                41
  CLUS_4              17               103

Clustering(94) Variable = LPAR1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LPAR1 MUTATED        5      1      1      6
  LPAR1 WILD-TYPE     77     50     46     92
D94V1, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             5              77
  CLUS_2             1              50
  CLUS_3             1              46
  CLUS_4             6              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        0      6      7
  LPAR1 WILD-TYPE     77     89     99
D94V2, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             0              77
  CLUS_2             6              89
  CLUS_3             7              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LPAR1 MUTATED        2      4      2      1
  LPAR1 WILD-TYPE     44     54     24     37
D94V3, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             4              54
  CLUS_3             2              24
  CLUS_4             1              37
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        1      3      5
  LPAR1 WILD-TYPE     37     67     55
D94V4, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             1              37
  CLUS_2             3              67
  CLUS_3             5              55
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        1      5      7
  LPAR1 WILD-TYPE     97     73     95
D94V5, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             1              97
  CLUS_2             5              73
  CLUS_3             7              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        1      8      4
  LPAR1 WILD-TYPE     72    126     67
D94V6, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             1              72
  CLUS_2             8             126
  CLUS_3             4              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        4      5      3
  LPAR1 WILD-TYPE     63    112     82
D94V7, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             4              63
  CLUS_2             5             112
  CLUS_3             3              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        2      8      2
  LPAR1 WILD-TYPE     25    152     80
D94V8, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             2              25
  CLUS_2             8             152
  CLUS_3             2              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  LPAR1 MUTATED        4      6      2
  LPAR1 WILD-TYPE     78    104     75
D94V9, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             4              78
  CLUS_2             6             104
  CLUS_3             2              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LPAR1 MUTATED        2      2      2      6
  LPAR1 WILD-TYPE     23     77     43    114
D94V10, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             2              77
  CLUS_3             2              43
  CLUS_4             6             114

Clustering(95) Variable = GNAI2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GNAI2 MUTATED        1      1      1      2
  GNAI2 WILD-TYPE     81     50     46     96
D95V1, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             1              81
  CLUS_2             1              50
  CLUS_3             1              46
  CLUS_4             2              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        1      3      1
  GNAI2 WILD-TYPE     76     92    105
D95V2, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             1              76
  CLUS_2             3              92
  CLUS_3             1             105
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GNAI2 MUTATED        2      0      0      1
  GNAI2 WILD-TYPE     44     58     26     37
D95V3, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             0              58
  CLUS_3             0              26
  CLUS_4             1              37
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        0      0      3
  GNAI2 WILD-TYPE     38     70     57
D95V4, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             0              38
  CLUS_2             0              70
  CLUS_3             3              57
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        2      1      2
  GNAI2 WILD-TYPE     96     77    100
D95V5, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             2              96
  CLUS_2             1              77
  CLUS_3             2             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        1      2      2
  GNAI2 WILD-TYPE     72    132     69
D95V6, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             1              72
  CLUS_2             2             132
  CLUS_3             2              69
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        2      1      2
  GNAI2 WILD-TYPE     65    116     83
D95V7, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             2              65
  CLUS_2             1             116
  CLUS_3             2              83
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        0      2      3
  GNAI2 WILD-TYPE     27    158     79
D95V8, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             0              27
  CLUS_2             2             158
  CLUS_3             3              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  GNAI2 MUTATED        3      0      2
  GNAI2 WILD-TYPE     79    110     75
D95V9, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             3              79
  CLUS_2             0             110
  CLUS_3             2              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GNAI2 MUTATED        0      3      0      2
  GNAI2 WILD-TYPE     25     76     45    118
D95V10, multiclass
        clus
vv       GNAI2 MUTATED GNAI2 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             3              76
  CLUS_3             0              45
  CLUS_4             2             118

Clustering(96) Variable = PTPRT MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTPRT MUTATED       25     16      7     33
  PTPRT WILD-TYPE     57     35     40     65
D96V1, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            25              57
  CLUS_2            16              35
  CLUS_3             7              40
  CLUS_4            33              65
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED       18     35     28
  PTPRT WILD-TYPE     59     60     78
D96V2, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            18              59
  CLUS_2            35              60
  CLUS_3            28              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTPRT MUTATED       14     21      4     13
  PTPRT WILD-TYPE     32     37     22     25
D96V3, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            14              32
  CLUS_2            21              37
  CLUS_3             4              22
  CLUS_4            13              25
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED       10     22     20
  PTPRT WILD-TYPE     28     48     40
D96V4, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            10              28
  CLUS_2            22              48
  CLUS_3            20              40
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED       28     24     29
  PTPRT WILD-TYPE     70     54     73
D96V5, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            28              70
  CLUS_2            24              54
  CLUS_3            29              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED       21     42     18
  PTPRT WILD-TYPE     52     92     53
D96V6, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            21              52
  CLUS_2            42              92
  CLUS_3            18              53
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED       20     39     20
  PTPRT WILD-TYPE     47     78     65
D96V7, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            20              47
  CLUS_2            39              78
  CLUS_3            20              65
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED        6     50     23
  PTPRT WILD-TYPE     21    110     59
D96V8, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1             6              21
  CLUS_2            50             110
  CLUS_3            23              59
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PTPRT MUTATED       23     38     18
  PTPRT WILD-TYPE     59     72     59
D96V9, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1            23              59
  CLUS_2            38              72
  CLUS_3            18              59
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTPRT MUTATED        5     21     10     43
  PTPRT WILD-TYPE     20     58     35     77
D96V10, multiclass
        clus
vv       PTPRT MUTATED PTPRT WILD-TYPE
  CLUS_1             5              20
  CLUS_2            21              58
  CLUS_3            10              35
  CLUS_4            43              77

Clustering(97) Variable = PDE1A MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PDE1A MUTATED       13      9      5     12
  PDE1A WILD-TYPE     69     42     42     86
D97V1, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1            13              69
  CLUS_2             9              42
  CLUS_3             5              42
  CLUS_4            12              86
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED        9     16     14
  PDE1A WILD-TYPE     68     79     92
D97V2, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             9              68
  CLUS_2            16              79
  CLUS_3            14              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PDE1A MUTATED        7      8      6      7
  PDE1A WILD-TYPE     39     50     20     31
D97V3, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             7              39
  CLUS_2             8              50
  CLUS_3             6              20
  CLUS_4             7              31
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED        8     14      6
  PDE1A WILD-TYPE     30     56     54
D97V4, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             8              30
  CLUS_2            14              56
  CLUS_3             6              54
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED        8     14     17
  PDE1A WILD-TYPE     90     64     85
D97V5, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             8              90
  CLUS_2            14              64
  CLUS_3            17              85
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED        4     24     11
  PDE1A WILD-TYPE     69    110     60
D97V6, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             4              69
  CLUS_2            24             110
  CLUS_3            11              60
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED        8     20     10
  PDE1A WILD-TYPE     59     97     75
D97V7, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             8              59
  CLUS_2            20              97
  CLUS_3            10              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED        4     27      7
  PDE1A WILD-TYPE     23    133     75
D97V8, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             4              23
  CLUS_2            27             133
  CLUS_3             7              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  PDE1A MUTATED        6     21     11
  PDE1A WILD-TYPE     76     89     66
D97V9, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             6              76
  CLUS_2            21              89
  CLUS_3            11              66
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PDE1A MUTATED        4      6      6     22
  PDE1A WILD-TYPE     21     73     39     98
D97V10, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             4              21
  CLUS_2             6              73
  CLUS_3             6              39
  CLUS_4            22              98

Clustering(98) Variable = KIAA2022 MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KIAA2022 MUTATED       14     12      8     20
  KIAA2022 WILD-TYPE     68     39     39     78
D98V1, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               14                 68
  CLUS_2               12                 39
  CLUS_3                8                 39
  CLUS_4               20                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED       13     21     20
  KIAA2022 WILD-TYPE     64     74     86
D98V2, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               13                 64
  CLUS_2               21                 74
  CLUS_3               20                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KIAA2022 MUTATED        7      8      5     10
  KIAA2022 WILD-TYPE     39     50     21     28
D98V3, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                7                 39
  CLUS_2                8                 50
  CLUS_3                5                 21
  CLUS_4               10                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED        5     13     12
  KIAA2022 WILD-TYPE     33     57     48
D98V4, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                5                 33
  CLUS_2               13                 57
  CLUS_3               12                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED       15     19     20
  KIAA2022 WILD-TYPE     83     59     82
D98V5, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               15                 83
  CLUS_2               19                 59
  CLUS_3               20                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED       11     27     16
  KIAA2022 WILD-TYPE     62    107     55
D98V6, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               11                 62
  CLUS_2               27                107
  CLUS_3               16                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED       11     26     14
  KIAA2022 WILD-TYPE     56     91     71
D98V7, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               11                 56
  CLUS_2               26                 91
  CLUS_3               14                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED        7     33     11
  KIAA2022 WILD-TYPE     20    127     71
D98V8, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                7                 20
  CLUS_2               33                127
  CLUS_3               11                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  KIAA2022 MUTATED       15     25     11
  KIAA2022 WILD-TYPE     67     85     66
D98V9, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               15                 67
  CLUS_2               25                 85
  CLUS_3               11                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KIAA2022 MUTATED        6     11      4     30
  KIAA2022 WILD-TYPE     19     68     41     90
D98V10, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                6                 19
  CLUS_2               11                 68
  CLUS_3                4                 41
  CLUS_4               30                 90

Clustering(99) Variable = HRNR MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  HRNR MUTATED       20     12      5     19
  HRNR WILD-TYPE     62     39     42     79
D99V1, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           20             62
  CLUS_2           12             39
  CLUS_3            5             42
  CLUS_4           19             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED       12     24     20
  HRNR WILD-TYPE     65     71     86
D99V2, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           12             65
  CLUS_2           24             71
  CLUS_3           20             86
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  HRNR MUTATED        8     12      7     10
  HRNR WILD-TYPE     38     46     19     28
D99V3, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1            8             38
  CLUS_2           12             46
  CLUS_3            7             19
  CLUS_4           10             28
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED        8     13     16
  HRNR WILD-TYPE     30     57     44
D99V4, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1            8             30
  CLUS_2           13             57
  CLUS_3           16             44
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED       16     14     26
  HRNR WILD-TYPE     82     64     76
D99V5, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           16             82
  CLUS_2           14             64
  CLUS_3           26             76
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED       14     28     14
  HRNR WILD-TYPE     59    106     57
D99V6, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           14             59
  CLUS_2           28            106
  CLUS_3           14             57
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED       17     27     11
  HRNR WILD-TYPE     50     90     74
D99V7, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           17             50
  CLUS_2           27             90
  CLUS_3           11             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED        6     35     14
  HRNR WILD-TYPE     21    125     68
D99V8, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1            6             21
  CLUS_2           35            125
  CLUS_3           14             68
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  HRNR MUTATED       19     25     11
  HRNR WILD-TYPE     63     85     66
D99V9, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           19             63
  CLUS_2           25             85
  CLUS_3           11             66
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  HRNR MUTATED        5     14      7     29
  HRNR WILD-TYPE     20     65     38     91
D99V10, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1            5             20
  CLUS_2           14             65
  CLUS_3            7             38
  CLUS_4           29             91

Clustering(100) Variable = EIF3D MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  EIF3D MUTATED        1      1      1      1
  EIF3D WILD-TYPE     81     50     46     97
D100V1, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              81
  CLUS_2             1              50
  CLUS_3             1              46
  CLUS_4             1              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        1      2      1
  EIF3D WILD-TYPE     76     93    105
D100V2, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              76
  CLUS_2             2              93
  CLUS_3             1             105
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  EIF3D MUTATED        0      1      0      2
  EIF3D WILD-TYPE     46     57     26     36
D100V3, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              46
  CLUS_2             1              57
  CLUS_3             0              26
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        0      2      1
  EIF3D WILD-TYPE     38     68     59
D100V4, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              38
  CLUS_2             2              68
  CLUS_3             1              59
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        1      1      2
  EIF3D WILD-TYPE     97     77    100
D100V5, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              97
  CLUS_2             1              77
  CLUS_3             2             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        1      1      2
  EIF3D WILD-TYPE     72    133     69
D100V6, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              72
  CLUS_2             1             133
  CLUS_3             2              69
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        0      3      1
  EIF3D WILD-TYPE     67    114     84
D100V7, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              67
  CLUS_2             3             114
  CLUS_3             1              84
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        0      4      0
  EIF3D WILD-TYPE     27    156     82
D100V8, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              27
  CLUS_2             4             156
  CLUS_3             0              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  EIF3D MUTATED        0      3      1
  EIF3D WILD-TYPE     82    107     76
D100V9, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              82
  CLUS_2             3             107
  CLUS_3             1              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  EIF3D MUTATED        0      0      1      3
  EIF3D WILD-TYPE     25     79     44    117
D100V10, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              25
  CLUS_2             0              79
  CLUS_3             1              44
  CLUS_4             3             117

Clustering(101) Variable = SLC15A2 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC15A2 MUTATED        9      7      3     13
  SLC15A2 WILD-TYPE     73     44     44     85
D101V1, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               9                73
  CLUS_2               7                44
  CLUS_3               3                44
  CLUS_4              13                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED        6     14     12
  SLC15A2 WILD-TYPE     71     81     94
D101V2, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               6                71
  CLUS_2              14                81
  CLUS_3              12                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC15A2 MUTATED        7      6      4      6
  SLC15A2 WILD-TYPE     39     52     22     32
D101V3, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               7                39
  CLUS_2               6                52
  CLUS_3               4                22
  CLUS_4               6                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED        5     10      8
  SLC15A2 WILD-TYPE     33     60     52
D101V4, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               5                33
  CLUS_2              10                60
  CLUS_3               8                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED       10     10     12
  SLC15A2 WILD-TYPE     88     68     90
D101V5, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1              10                88
  CLUS_2              10                68
  CLUS_3              12                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED        8     14     10
  SLC15A2 WILD-TYPE     65    120     61
D101V6, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               8                65
  CLUS_2              14               120
  CLUS_3              10                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED        8     15      8
  SLC15A2 WILD-TYPE     59    102     77
D101V7, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               8                59
  CLUS_2              15               102
  CLUS_3               8                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED        2     22      7
  SLC15A2 WILD-TYPE     25    138     75
D101V8, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               2                25
  CLUS_2              22               138
  CLUS_3               7                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC15A2 MUTATED        9     15      7
  SLC15A2 WILD-TYPE     73     95     70
D101V9, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               9                73
  CLUS_2              15                95
  CLUS_3               7                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC15A2 MUTATED        1      7      5     18
  SLC15A2 WILD-TYPE     24     72     40    102
D101V10, multiclass
        clus
vv       SLC15A2 MUTATED SLC15A2 WILD-TYPE
  CLUS_1               1                24
  CLUS_2               7                72
  CLUS_3               5                40
  CLUS_4              18               102

Clustering(102) Variable = ST6GAL2 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ST6GAL2 MUTATED       11      6      6     19
  ST6GAL2 WILD-TYPE     71     45     41     79
D102V1, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1              11                71
  CLUS_2               6                45
  CLUS_3               6                41
  CLUS_4              19                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED        8     19     15
  ST6GAL2 WILD-TYPE     69     76     91
D102V2, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               8                69
  CLUS_2              19                76
  CLUS_3              15                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ST6GAL2 MUTATED        8      7      1      4
  ST6GAL2 WILD-TYPE     38     51     25     34
D102V3, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               8                38
  CLUS_2               7                51
  CLUS_3               1                25
  CLUS_4               4                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED        6      6      8
  ST6GAL2 WILD-TYPE     32     64     52
D102V4, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               6                32
  CLUS_2               6                64
  CLUS_3               8                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED       16     11     15
  ST6GAL2 WILD-TYPE     82     67     87
D102V5, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1              16                82
  CLUS_2              11                67
  CLUS_3              15                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED       15     14     13
  ST6GAL2 WILD-TYPE     58    120     58
D102V6, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1              15                58
  CLUS_2              14               120
  CLUS_3              13                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED        8     15     16
  ST6GAL2 WILD-TYPE     59    102     69
D102V7, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               8                59
  CLUS_2              15               102
  CLUS_3              16                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED        2     23     14
  ST6GAL2 WILD-TYPE     25    137     68
D102V8, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               2                25
  CLUS_2              23               137
  CLUS_3              14                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ST6GAL2 MUTATED       11     13     15
  ST6GAL2 WILD-TYPE     71     97     62
D102V9, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1              11                71
  CLUS_2              13                97
  CLUS_3              15                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ST6GAL2 MUTATED        2     14      7     16
  ST6GAL2 WILD-TYPE     23     65     38    104
D102V10, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               2                23
  CLUS_2              14                65
  CLUS_3               7                38
  CLUS_4              16               104

Clustering(103) Variable = DNAJC5B MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DNAJC5B MUTATED        7      2      0      4
  DNAJC5B WILD-TYPE     75     49     47     94
D103V1, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               7                75
  CLUS_2               2                49
  CLUS_3               0                47
  CLUS_4               4                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        4      6      3
  DNAJC5B WILD-TYPE     73     89    103
D103V2, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               4                73
  CLUS_2               6                89
  CLUS_3               3               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DNAJC5B MUTATED        2      3      1      2
  DNAJC5B WILD-TYPE     44     55     25     36
D103V3, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               2                44
  CLUS_2               3                55
  CLUS_3               1                25
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        1      5      2
  DNAJC5B WILD-TYPE     37     65     58
D103V4, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               1                37
  CLUS_2               5                65
  CLUS_3               2                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        3      4      6
  DNAJC5B WILD-TYPE     95     74     96
D103V5, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               3                95
  CLUS_2               4                74
  CLUS_3               6                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        3      5      5
  DNAJC5B WILD-TYPE     70    129     66
D103V6, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               3                70
  CLUS_2               5               129
  CLUS_3               5                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        3     10      0
  DNAJC5B WILD-TYPE     64    107     85
D103V7, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               3                64
  CLUS_2              10               107
  CLUS_3               0                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        1     11      1
  DNAJC5B WILD-TYPE     26    149     81
D103V8, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               1                26
  CLUS_2              11               149
  CLUS_3               1                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DNAJC5B MUTATED        4      9      0
  DNAJC5B WILD-TYPE     78    101     77
D103V9, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               4                78
  CLUS_2               9               101
  CLUS_3               0                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DNAJC5B MUTATED        1      1      1     10
  DNAJC5B WILD-TYPE     24     78     44    110
D103V10, multiclass
        clus
vv       DNAJC5B MUTATED DNAJC5B WILD-TYPE
  CLUS_1               1                24
  CLUS_2               1                78
  CLUS_3               1                44
  CLUS_4              10               110

Clustering(104) Variable = TRHDE MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TRHDE MUTATED       16      7      7     17
  TRHDE WILD-TYPE     66     44     40     81
D104V1, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            16              66
  CLUS_2             7              44
  CLUS_3             7              40
  CLUS_4            17              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED        9     20     18
  TRHDE WILD-TYPE     68     75     88
D104V2, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             9              68
  CLUS_2            20              75
  CLUS_3            18              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TRHDE MUTATED       10      8      3     12
  TRHDE WILD-TYPE     36     50     23     26
D104V3, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            10              36
  CLUS_2             8              50
  CLUS_3             3              23
  CLUS_4            12              26
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED        7     16     10
  TRHDE WILD-TYPE     31     54     50
D104V4, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             7              31
  CLUS_2            16              54
  CLUS_3            10              50
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED       12     14     21
  TRHDE WILD-TYPE     86     64     81
D104V5, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            12              86
  CLUS_2            14              64
  CLUS_3            21              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED       12     23     12
  TRHDE WILD-TYPE     61    111     59
D104V6, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            12              61
  CLUS_2            23             111
  CLUS_3            12              59
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED       12     22     11
  TRHDE WILD-TYPE     55     95     74
D104V7, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            12              55
  CLUS_2            22              95
  CLUS_3            11              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED        3     27     15
  TRHDE WILD-TYPE     24    133     67
D104V8, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             3              24
  CLUS_2            27             133
  CLUS_3            15              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TRHDE MUTATED       16     21      8
  TRHDE WILD-TYPE     66     89     69
D104V9, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            16              66
  CLUS_2            21              89
  CLUS_3             8              69
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TRHDE MUTATED        2     13      3     27
  TRHDE WILD-TYPE     23     66     42     93
D104V10, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             2              23
  CLUS_2            13              66
  CLUS_3             3              42
  CLUS_4            27              93

Clustering(105) Variable = COL19A1 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL19A1 MUTATED       13      5      2     16
  COL19A1 WILD-TYPE     69     46     45     82
D105V1, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1              13                69
  CLUS_2               5                46
  CLUS_3               2                45
  CLUS_4              16                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED        7     19     10
  COL19A1 WILD-TYPE     70     76     96
D105V2, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1               7                70
  CLUS_2              19                76
  CLUS_3              10                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL19A1 MUTATED       10      3      3      6
  COL19A1 WILD-TYPE     36     55     23     32
D105V3, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1              10                36
  CLUS_2               3                55
  CLUS_3               3                23
  CLUS_4               6                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED        6      6     10
  COL19A1 WILD-TYPE     32     64     50
D105V4, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1               6                32
  CLUS_2               6                64
  CLUS_3              10                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED       11     10     15
  COL19A1 WILD-TYPE     87     68     87
D105V5, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1              11                87
  CLUS_2              10                68
  CLUS_3              15                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED       10     15     11
  COL19A1 WILD-TYPE     63    119     60
D105V6, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1              10                63
  CLUS_2              15               119
  CLUS_3              11                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED        8     16     10
  COL19A1 WILD-TYPE     59    101     75
D105V7, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1               8                59
  CLUS_2              16               101
  CLUS_3              10                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED        2     20     12
  COL19A1 WILD-TYPE     25    140     70
D105V8, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1               2                25
  CLUS_2              20               140
  CLUS_3              12                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  COL19A1 MUTATED        9     16      9
  COL19A1 WILD-TYPE     73     94     68
D105V9, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1               9                73
  CLUS_2              16                94
  CLUS_3               9                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL19A1 MUTATED        1     11      6     16
  COL19A1 WILD-TYPE     24     68     39    104
D105V10, multiclass
        clus
vv       COL19A1 MUTATED COL19A1 WILD-TYPE
  CLUS_1               1                24
  CLUS_2              11                68
  CLUS_3               6                39
  CLUS_4              16               104

Clustering(106) Variable = OR4K1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4K1 MUTATED       11      6      3     10
  OR4K1 WILD-TYPE     71     45     44     88
D106V1, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1            11              71
  CLUS_2             6              45
  CLUS_3             3              44
  CLUS_4            10              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED        9     13      8
  OR4K1 WILD-TYPE     68     82     98
D106V2, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             9              68
  CLUS_2            13              82
  CLUS_3             8              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4K1 MUTATED        5      5      1      8
  OR4K1 WILD-TYPE     41     53     25     30
D106V3, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             5              41
  CLUS_2             5              53
  CLUS_3             1              25
  CLUS_4             8              30
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED        4      7      8
  OR4K1 WILD-TYPE     34     63     52
D106V4, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             4              34
  CLUS_2             7              63
  CLUS_3             8              52
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED       11      8     11
  OR4K1 WILD-TYPE     87     70     91
D106V5, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1            11              87
  CLUS_2             8              70
  CLUS_3            11              91
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED       10     11      9
  OR4K1 WILD-TYPE     63    123     62
D106V6, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1            10              63
  CLUS_2            11             123
  CLUS_3             9              62
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED        6     10     12
  OR4K1 WILD-TYPE     61    107     73
D106V7, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             6              61
  CLUS_2            10             107
  CLUS_3            12              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED        4     12     12
  OR4K1 WILD-TYPE     23    148     70
D106V8, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             4              23
  CLUS_2            12             148
  CLUS_3            12              70
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K1 MUTATED        9      9     10
  OR4K1 WILD-TYPE     73    101     67
D106V9, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             9              73
  CLUS_2             9             101
  CLUS_3            10              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4K1 MUTATED        4     11      3     10
  OR4K1 WILD-TYPE     21     68     42    110
D106V10, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             4              21
  CLUS_2            11              68
  CLUS_3             3              42
  CLUS_4            10             110

Clustering(107) Variable = SLC38A1 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC38A1 MUTATED        6      1      4      9
  SLC38A1 WILD-TYPE     76     50     43     89
D107V1, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               6                76
  CLUS_2               1                50
  CLUS_3               4                43
  CLUS_4               9                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        4      9      7
  SLC38A1 WILD-TYPE     73     86     99
D107V2, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               4                73
  CLUS_2               9                86
  CLUS_3               7                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC38A1 MUTATED        3      1      2      3
  SLC38A1 WILD-TYPE     43     57     24     35
D107V3, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               3                43
  CLUS_2               1                57
  CLUS_3               2                24
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        2      4      3
  SLC38A1 WILD-TYPE     36     66     57
D107V4, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               2                36
  CLUS_2               4                66
  CLUS_3               3                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        6      4     10
  SLC38A1 WILD-TYPE     92     74     92
D107V5, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               6                92
  CLUS_2               4                74
  CLUS_3              10                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        6      7      7
  SLC38A1 WILD-TYPE     67    127     64
D107V6, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               6                67
  CLUS_2               7               127
  CLUS_3               7                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        3      9      6
  SLC38A1 WILD-TYPE     64    108     79
D107V7, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               3                64
  CLUS_2               9               108
  CLUS_3               6                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        1     10      7
  SLC38A1 WILD-TYPE     26    150     75
D107V8, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               1                26
  CLUS_2              10               150
  CLUS_3               7                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  SLC38A1 MUTATED        3      9      6
  SLC38A1 WILD-TYPE     79    101     71
D107V9, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               3                79
  CLUS_2               9               101
  CLUS_3               6                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC38A1 MUTATED        1      7      2      8
  SLC38A1 WILD-TYPE     24     72     43    112
D107V10, multiclass
        clus
vv       SLC38A1 MUTATED SLC38A1 WILD-TYPE
  CLUS_1               1                24
  CLUS_2               7                72
  CLUS_3               2                43
  CLUS_4               8               112

Clustering(108) Variable = TMC5 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMC5 MUTATED       11     10      4     20
  TMC5 WILD-TYPE     71     41     43     78
D108V1, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1           11             71
  CLUS_2           10             41
  CLUS_3            4             43
  CLUS_4           20             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED        5     21     19
  TMC5 WILD-TYPE     72     74     87
D108V2, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            5             72
  CLUS_2           21             74
  CLUS_3           19             87
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMC5 MUTATED       10      8      2      7
  TMC5 WILD-TYPE     36     50     24     31
D108V3, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1           10             36
  CLUS_2            8             50
  CLUS_3            2             24
  CLUS_4            7             31
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED        7      9     11
  TMC5 WILD-TYPE     31     61     49
D108V4, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            7             31
  CLUS_2            9             61
  CLUS_3           11             49
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED        7     21     17
  TMC5 WILD-TYPE     91     57     85
D108V5, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            7             91
  CLUS_2           21             57
  CLUS_3           17             85
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED        5     29     11
  TMC5 WILD-TYPE     68    105     60
D108V6, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            5             68
  CLUS_2           29            105
  CLUS_3           11             60
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED        9     26      8
  TMC5 WILD-TYPE     58     91     77
D108V7, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            9             58
  CLUS_2           26             91
  CLUS_3            8             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED        3     32      8
  TMC5 WILD-TYPE     24    128     74
D108V8, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            3             24
  CLUS_2           32            128
  CLUS_3            8             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TMC5 MUTATED       10     24      9
  TMC5 WILD-TYPE     72     86     68
D108V9, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1           10             72
  CLUS_2           24             86
  CLUS_3            9             68
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TMC5 MUTATED        3      8      2     30
  TMC5 WILD-TYPE     22     71     43     90
D108V10, multiclass
        clus
vv       TMC5 MUTATED TMC5 WILD-TYPE
  CLUS_1            3             22
  CLUS_2            8             71
  CLUS_3            2             43
  CLUS_4           30             90

Clustering(109) Variable = TBC1D3B MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TBC1D3B MUTATED        1      1      0      3
  TBC1D3B WILD-TYPE     81     50     47     95
D109V1, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                81
  CLUS_2               1                50
  CLUS_3               0                47
  CLUS_4               3                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        2      0      3
  TBC1D3B WILD-TYPE     75     95    103
D109V2, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               2                75
  CLUS_2               0                95
  CLUS_3               3               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TBC1D3B MUTATED        2      0      0      2
  TBC1D3B WILD-TYPE     44     58     26     36
D109V3, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               2                44
  CLUS_2               0                58
  CLUS_3               0                26
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        2      1      1
  TBC1D3B WILD-TYPE     36     69     59
D109V4, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               2                36
  CLUS_2               1                69
  CLUS_3               1                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        1      2      2
  TBC1D3B WILD-TYPE     97     76    100
D109V5, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                97
  CLUS_2               2                76
  CLUS_3               2               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        1      2      2
  TBC1D3B WILD-TYPE     72    132     69
D109V6, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                72
  CLUS_2               2               132
  CLUS_3               2                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        1      3      1
  TBC1D3B WILD-TYPE     66    114     84
D109V7, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                66
  CLUS_2               3               114
  CLUS_3               1                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        1      3      1
  TBC1D3B WILD-TYPE     26    157     81
D109V8, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                26
  CLUS_2               3               157
  CLUS_3               1                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  TBC1D3B MUTATED        1      2      2
  TBC1D3B WILD-TYPE     81    108     75
D109V9, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                81
  CLUS_2               2               108
  CLUS_3               2                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TBC1D3B MUTATED        1      1      1      2
  TBC1D3B WILD-TYPE     24     78     44    118
D109V10, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                24
  CLUS_2               1                78
  CLUS_3               1                44
  CLUS_4               2               118

Clustering(110) Variable = NOP10 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NOP10 MUTATED        1      1      0      1
  NOP10 WILD-TYPE     81     50     47     97
D110V1, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             1              81
  CLUS_2             1              50
  CLUS_3             0              47
  CLUS_4             1              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        1      0      2
  NOP10 WILD-TYPE     76     95    104
D110V2, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             1              76
  CLUS_2             0              95
  CLUS_3             2             104
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NOP10 MUTATED        0      2      1      0
  NOP10 WILD-TYPE     46     56     25     38
D110V3, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             0              46
  CLUS_2             2              56
  CLUS_3             1              25
  CLUS_4             0              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        0      3      0
  NOP10 WILD-TYPE     38     67     60
D110V4, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             0              38
  CLUS_2             3              67
  CLUS_3             0              60
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        1      1      1
  NOP10 WILD-TYPE     97     77    101
D110V5, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             1              97
  CLUS_2             1              77
  CLUS_3             1             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        0      2      1
  NOP10 WILD-TYPE     73    132     70
D110V6, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             0              73
  CLUS_2             2             132
  CLUS_3             1              70
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        1      1      1
  NOP10 WILD-TYPE     66    116     84
D110V7, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             1              66
  CLUS_2             1             116
  CLUS_3             1              84
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        0      2      1
  NOP10 WILD-TYPE     27    158     81
D110V8, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             0              27
  CLUS_2             2             158
  CLUS_3             1              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  NOP10 MUTATED        0      2      1
  NOP10 WILD-TYPE     82    108     76
D110V9, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             0              82
  CLUS_2             2             108
  CLUS_3             1              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NOP10 MUTATED        0      1      0      2
  NOP10 WILD-TYPE     25     78     45    118
D110V10, multiclass
        clus
vv       NOP10 MUTATED NOP10 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             1              78
  CLUS_3             0              45
  CLUS_4             2             118

Clustering(111) Variable = CTNNB1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CTNNB1 MUTATED        3      3      2      6
  CTNNB1 WILD-TYPE     79     48     45     92
D111V1, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              3               79
  CLUS_2              3               48
  CLUS_3              2               45
  CLUS_4              6               92
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        4      6      4
  CTNNB1 WILD-TYPE     73     89    102
D111V2, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              4               73
  CLUS_2              6               89
  CLUS_3              4              102
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CTNNB1 MUTATED        1      5      0      2
  CTNNB1 WILD-TYPE     45     53     26     36
D111V3, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              1               45
  CLUS_2              5               53
  CLUS_3              0               26
  CLUS_4              2               36
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        3      2      3
  CTNNB1 WILD-TYPE     35     68     57
D111V4, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              3               35
  CLUS_2              2               68
  CLUS_3              3               57
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        4      2      8
  CTNNB1 WILD-TYPE     94     76     94
D111V5, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              4               94
  CLUS_2              2               76
  CLUS_3              8               94
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        3      5      6
  CTNNB1 WILD-TYPE     70    129     65
D111V6, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              3               70
  CLUS_2              5              129
  CLUS_3              6               65
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        5      5      3
  CTNNB1 WILD-TYPE     62    112     82
D111V7, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              5               62
  CLUS_2              5              112
  CLUS_3              3               82
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        2      7      4
  CTNNB1 WILD-TYPE     25    153     78
D111V8, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              2               25
  CLUS_2              7              153
  CLUS_3              4               78
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  CTNNB1 MUTATED        5      5      3
  CTNNB1 WILD-TYPE     77    105     74
D111V9, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              5               77
  CLUS_2              5              105
  CLUS_3              3               74
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CTNNB1 MUTATED        2      5      0      6
  CTNNB1 WILD-TYPE     23     74     45    114
D111V10, multiclass
        clus
vv       CTNNB1 MUTATED CTNNB1 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              5               74
  CLUS_3              0               45
  CLUS_4              6              114

Clustering(112) Variable = SNCAIP MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SNCAIP MUTATED       17      4     10     18
  SNCAIP WILD-TYPE     65     47     37     80
D112V1, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             17               65
  CLUS_2              4               47
  CLUS_3             10               37
  CLUS_4             18               80
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED       12     17     20
  SNCAIP WILD-TYPE     65     78     86
D112V2, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             12               65
  CLUS_2             17               78
  CLUS_3             20               86
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SNCAIP MUTATED       10      9      2      6
  SNCAIP WILD-TYPE     36     49     24     32
D112V3, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             10               36
  CLUS_2              9               49
  CLUS_3              2               24
  CLUS_4              6               32
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED        6      9     12
  SNCAIP WILD-TYPE     32     61     48
D112V4, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1              6               32
  CLUS_2              9               61
  CLUS_3             12               48
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED       18     14     17
  SNCAIP WILD-TYPE     80     64     85
D112V5, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             18               80
  CLUS_2             14               64
  CLUS_3             17               85
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED       13     27      9
  SNCAIP WILD-TYPE     60    107     62
D112V6, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             13               60
  CLUS_2             27              107
  CLUS_3              9               62
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED       13     22     12
  SNCAIP WILD-TYPE     54     95     73
D112V7, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             13               54
  CLUS_2             22               95
  CLUS_3             12               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED        5     30     12
  SNCAIP WILD-TYPE     22    130     70
D112V8, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1              5               22
  CLUS_2             30              130
  CLUS_3             12               70
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SNCAIP MUTATED       15     22     10
  SNCAIP WILD-TYPE     67     88     67
D112V9, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1             15               67
  CLUS_2             22               88
  CLUS_3             10               67
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SNCAIP MUTATED        5     12      3     27
  SNCAIP WILD-TYPE     20     67     42     93
D112V10, multiclass
        clus
vv       SNCAIP MUTATED SNCAIP WILD-TYPE
  CLUS_1              5               20
  CLUS_2             12               67
  CLUS_3              3               42
  CLUS_4             27               93

Clustering(113) Variable = CD2 MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CD2 MUTATED        6      7      2      6
  CD2 WILD-TYPE     76     44     45     92
D113V1, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           6            76
  CLUS_2           7            44
  CLUS_3           2            45
  CLUS_4           6            92
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED        5     10      6
  CD2 WILD-TYPE     72     85    100
D113V2, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           5            72
  CLUS_2          10            85
  CLUS_3           6           100
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CD2 MUTATED        4      5      0      3
  CD2 WILD-TYPE     42     53     26     35
D113V3, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           4            42
  CLUS_2           5            53
  CLUS_3           0            26
  CLUS_4           3            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED        2      6      4
  CD2 WILD-TYPE     36     64     56
D113V4, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           2            36
  CLUS_2           6            64
  CLUS_3           4            56
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED        9      6      6
  CD2 WILD-TYPE     89     72     96
D113V5, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           9            89
  CLUS_2           6            72
  CLUS_3           6            96
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED        7      9      5
  CD2 WILD-TYPE     66    125     66
D113V6, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           7            66
  CLUS_2           9           125
  CLUS_3           5            66
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED        5      9      6
  CD2 WILD-TYPE     62    108     79
D113V7, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           5            62
  CLUS_2           9           108
  CLUS_3           6            79
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED        3     12      5
  CD2 WILD-TYPE     24    148     77
D113V8, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           3            24
  CLUS_2          12           148
  CLUS_3           5            77
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  CD2 MUTATED        7      8      5
  CD2 WILD-TYPE     75    102     72
D113V9, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           7            75
  CLUS_2           8           102
  CLUS_3           5            72
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CD2 MUTATED        3      5      2     10
  CD2 WILD-TYPE     22     74     43    110
D113V10, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           3            22
  CLUS_2           5            74
  CLUS_3           2            43
  CLUS_4          10           110

Clustering(114) Variable = FASLG MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FASLG MUTATED        2      1      1      8
  FASLG WILD-TYPE     80     50     46     90
D114V1, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             2              80
  CLUS_2             1              50
  CLUS_3             1              46
  CLUS_4             8              90
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        1      7      4
  FASLG WILD-TYPE     76     88    102
D114V2, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             1              76
  CLUS_2             7              88
  CLUS_3             4             102
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FASLG MUTATED        2      5      0      3
  FASLG WILD-TYPE     44     53     26     35
D114V3, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             2              44
  CLUS_2             5              53
  CLUS_3             0              26
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        1      4      5
  FASLG WILD-TYPE     37     66     55
D114V4, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             1              37
  CLUS_2             4              66
  CLUS_3             5              55
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        3      3      6
  FASLG WILD-TYPE     95     75     96
D114V5, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             3              95
  CLUS_2             3              75
  CLUS_3             6              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        2      6      4
  FASLG WILD-TYPE     71    128     67
D114V6, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             2              71
  CLUS_2             6             128
  CLUS_3             4              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        6      3      2
  FASLG WILD-TYPE     61    114     83
D114V7, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             6              61
  CLUS_2             3             114
  CLUS_3             2              83
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        1      5      5
  FASLG WILD-TYPE     26    155     77
D114V8, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             1              26
  CLUS_2             5             155
  CLUS_3             5              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  FASLG MUTATED        7      3      1
  FASLG WILD-TYPE     75    107     76
D114V9, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             7              75
  CLUS_2             3             107
  CLUS_3             1              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FASLG MUTATED        1      4      0      6
  FASLG WILD-TYPE     24     75     45    114
D114V10, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             1              24
  CLUS_2             4              75
  CLUS_3             0              45
  CLUS_4             6             114

Clustering(115) Variable = LIPI MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LIPI MUTATED        8      4      3     10
  LIPI WILD-TYPE     74     47     44     88
D115V1, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            8             74
  CLUS_2            4             47
  CLUS_3            3             44
  CLUS_4           10             88
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED        8      9      8
  LIPI WILD-TYPE     69     86     98
D115V2, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            8             69
  CLUS_2            9             86
  CLUS_3            8             98
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LIPI MUTATED        3      6      3      3
  LIPI WILD-TYPE     43     52     23     35
D115V3, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            3             43
  CLUS_2            6             52
  CLUS_3            3             23
  CLUS_4            3             35
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED        2      6      7
  LIPI WILD-TYPE     36     64     53
D115V4, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            2             36
  CLUS_2            6             64
  CLUS_3            7             53
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED        6     10      9
  LIPI WILD-TYPE     92     68     93
D115V5, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            6             92
  CLUS_2           10             68
  CLUS_3            9             93
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED        4     12      9
  LIPI WILD-TYPE     69    122     62
D115V6, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            4             69
  CLUS_2           12            122
  CLUS_3            9             62
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED        6     13      5
  LIPI WILD-TYPE     61    104     80
D115V7, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            6             61
  CLUS_2           13            104
  CLUS_3            5             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED        4     17      3
  LIPI WILD-TYPE     23    143     79
D115V8, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            4             23
  CLUS_2           17            143
  CLUS_3            3             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  LIPI MUTATED        7     13      4
  LIPI WILD-TYPE     75     97     73
D115V9, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            7             75
  CLUS_2           13             97
  CLUS_3            4             73
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  LIPI MUTATED        3      3      3     15
  LIPI WILD-TYPE     22     76     42    105
D115V10, multiclass
        clus
vv       LIPI MUTATED LIPI WILD-TYPE
  CLUS_1            3             22
  CLUS_2            3             76
  CLUS_3            3             42
  CLUS_4           15            105

Clustering(116) Variable = C7ORF58 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C7ORF58 MUTATED        9      9      6     11
  C7ORF58 WILD-TYPE     73     42     41     87
D116V1, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               9                73
  CLUS_2               9                42
  CLUS_3               6                41
  CLUS_4              11                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED        8     16     11
  C7ORF58 WILD-TYPE     69     79     95
D116V2, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               8                69
  CLUS_2              16                79
  CLUS_3              11                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C7ORF58 MUTATED        8      8      0      7
  C7ORF58 WILD-TYPE     38     50     26     31
D116V3, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               8                38
  CLUS_2               8                50
  CLUS_3               0                26
  CLUS_4               7                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED        7      4     12
  C7ORF58 WILD-TYPE     31     66     48
D116V4, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               7                31
  CLUS_2               4                66
  CLUS_3              12                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED       12     11     12
  C7ORF58 WILD-TYPE     86     67     90
D116V5, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1              12                86
  CLUS_2              11                67
  CLUS_3              12                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED        9     18      8
  C7ORF58 WILD-TYPE     64    116     63
D116V6, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               9                64
  CLUS_2              18               116
  CLUS_3               8                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED       10     14      9
  C7ORF58 WILD-TYPE     57    103     76
D116V7, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1              10                57
  CLUS_2              14               103
  CLUS_3               9                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED        6     19      8
  C7ORF58 WILD-TYPE     21    141     74
D116V8, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               6                21
  CLUS_2              19               141
  CLUS_3               8                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C7ORF58 MUTATED       11     13      9
  C7ORF58 WILD-TYPE     71     97     68
D116V9, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1              11                71
  CLUS_2              13                97
  CLUS_3               9                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C7ORF58 MUTATED        5      8      6     14
  C7ORF58 WILD-TYPE     20     71     39    106
D116V10, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               5                20
  CLUS_2               8                71
  CLUS_3               6                39
  CLUS_4              14               106

Clustering(117) Variable = COL5A1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL5A1 MUTATED       17     11      4     24
  COL5A1 WILD-TYPE     65     40     43     74
D117V1, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             17               65
  CLUS_2             11               40
  CLUS_3              4               43
  CLUS_4             24               74
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED       12     23     21
  COL5A1 WILD-TYPE     65     72     85
D117V2, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             12               65
  CLUS_2             23               72
  CLUS_3             21               85
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL5A1 MUTATED       10     10      3     12
  COL5A1 WILD-TYPE     36     48     23     26
D117V3, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             10               36
  CLUS_2             10               48
  CLUS_3              3               23
  CLUS_4             12               26
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED        7     12     16
  COL5A1 WILD-TYPE     31     58     44
D117V4, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1              7               31
  CLUS_2             12               58
  CLUS_3             16               44
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED       16     17     23
  COL5A1 WILD-TYPE     82     61     79
D117V5, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             16               82
  CLUS_2             17               61
  CLUS_3             23               79
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED       12     28     16
  COL5A1 WILD-TYPE     61    106     55
D117V6, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             12               61
  CLUS_2             28              106
  CLUS_3             16               55
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED       13     26     14
  COL5A1 WILD-TYPE     54     91     71
D117V7, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             13               54
  CLUS_2             26               91
  CLUS_3             14               71
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED        5     33     15
  COL5A1 WILD-TYPE     22    127     67
D117V8, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1              5               22
  CLUS_2             33              127
  CLUS_3             15               67
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL5A1 MUTATED       20     23     10
  COL5A1 WILD-TYPE     62     87     67
D117V9, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1             20               62
  CLUS_2             23               87
  CLUS_3             10               67
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL5A1 MUTATED        5     14      4     30
  COL5A1 WILD-TYPE     20     65     41     90
D117V10, multiclass
        clus
vv       COL5A1 MUTATED COL5A1 WILD-TYPE
  CLUS_1              5               20
  CLUS_2             14               65
  CLUS_3              4               41
  CLUS_4             30               90

Clustering(118) Variable = SERPINA10 MUTATION ANALYSIS
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SERPINA10 MUTATED        8      5      4     11
  SERPINA10 WILD-TYPE     74     46     43     87
D118V1, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 8                  74
  CLUS_2                 5                  46
  CLUS_3                 4                  43
  CLUS_4                11                  87
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED        4     15      9
  SERPINA10 WILD-TYPE     73     80     97
D118V2, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 4                  73
  CLUS_2                15                  80
  CLUS_3                 9                  97
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SERPINA10 MUTATED        6      3      1      6
  SERPINA10 WILD-TYPE     40     55     25     32
D118V3, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 6                  40
  CLUS_2                 3                  55
  CLUS_3                 1                  25
  CLUS_4                 6                  32
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED        4      4      8
  SERPINA10 WILD-TYPE     34     66     52
D118V4, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 4                  34
  CLUS_2                 4                  66
  CLUS_3                 8                  52
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED       12      8      8
  SERPINA10 WILD-TYPE     86     70     94
D118V5, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                12                  86
  CLUS_2                 8                  70
  CLUS_3                 8                  94
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED        9     11      8
  SERPINA10 WILD-TYPE     64    123     63
D118V6, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 9                  64
  CLUS_2                11                 123
  CLUS_3                 8                  63
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED        5     11     11
  SERPINA10 WILD-TYPE     62    106     74
D118V7, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 5                  62
  CLUS_2                11                 106
  CLUS_3                11                  74
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED        2     14     11
  SERPINA10 WILD-TYPE     25    146     71
D118V8, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 2                  25
  CLUS_2                14                 146
  CLUS_3                11                  71
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3
  SERPINA10 MUTATED        6     10     11
  SERPINA10 WILD-TYPE     76    100     66
D118V9, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 6                  76
  CLUS_2                10                 100
  CLUS_3                11                  66
                     vv
clus                  CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SERPINA10 MUTATED        2     11      2     12
  SERPINA10 WILD-TYPE     23     68     43    108
D118V10, multiclass
        clus
vv       SERPINA10 MUTATED SERPINA10 WILD-TYPE
  CLUS_1                 2                  23
  CLUS_2                11                  68
  CLUS_3                 2                  43
  CLUS_4                12                 108

Clustering(119) Variable = C1ORF127 MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C1ORF127 MUTATED        8      2      1      9
  C1ORF127 WILD-TYPE     74     49     46     89
D119V1, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                8                 74
  CLUS_2                2                 49
  CLUS_3                1                 46
  CLUS_4                9                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED        4      6     10
  C1ORF127 WILD-TYPE     73     89     96
D119V2, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                4                 73
  CLUS_2                6                 89
  CLUS_3               10                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C1ORF127 MUTATED        5      4      1      5
  C1ORF127 WILD-TYPE     41     54     25     33
D119V3, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                5                 41
  CLUS_2                4                 54
  CLUS_3                1                 25
  CLUS_4                5                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED        4      2      9
  C1ORF127 WILD-TYPE     34     68     51
D119V4, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                4                 34
  CLUS_2                2                 68
  CLUS_3                9                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED        5      8      7
  C1ORF127 WILD-TYPE     93     70     95
D119V5, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                5                 93
  CLUS_2                8                 70
  CLUS_3                7                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED        4     10      6
  C1ORF127 WILD-TYPE     69    124     65
D119V6, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                4                 69
  CLUS_2               10                124
  CLUS_3                6                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED        7      7      5
  C1ORF127 WILD-TYPE     60    110     80
D119V7, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                7                 60
  CLUS_2                7                110
  CLUS_3                5                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED        1     12      6
  C1ORF127 WILD-TYPE     26    148     76
D119V8, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                1                 26
  CLUS_2               12                148
  CLUS_3                6                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C1ORF127 MUTATED        5      9      5
  C1ORF127 WILD-TYPE     77    101     72
D119V9, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                5                 77
  CLUS_2                9                101
  CLUS_3                5                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C1ORF127 MUTATED        1      6      4      8
  C1ORF127 WILD-TYPE     24     73     41    112
D119V10, multiclass
        clus
vv       C1ORF127 MUTATED C1ORF127 WILD-TYPE
  CLUS_1                1                 24
  CLUS_2                6                 73
  CLUS_3                4                 41
  CLUS_4                8                112

Clustering(120) Variable = C3ORF71 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C3ORF71 MUTATED        0      1      1      2
  C3ORF71 WILD-TYPE     82     50     46     96
D120V1, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               0                82
  CLUS_2               1                50
  CLUS_3               1                46
  CLUS_4               2                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        2      0      2
  C3ORF71 WILD-TYPE     75     95    104
D120V2, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               2                75
  CLUS_2               0                95
  CLUS_3               2               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C3ORF71 MUTATED        1      3      0      0
  C3ORF71 WILD-TYPE     45     55     26     38
D120V3, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               1                45
  CLUS_2               3                55
  CLUS_3               0                26
  CLUS_4               0                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        1      0      3
  C3ORF71 WILD-TYPE     37     70     57
D120V4, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               1                37
  CLUS_2               0                70
  CLUS_3               3                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        3      1      0
  C3ORF71 WILD-TYPE     95     77    102
D120V5, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               3                95
  CLUS_2               1                77
  CLUS_3               0               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        3      1      0
  C3ORF71 WILD-TYPE     70    133     71
D120V6, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               3                70
  CLUS_2               1               133
  CLUS_3               0                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        1      1      2
  C3ORF71 WILD-TYPE     66    116     83
D120V7, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               1                66
  CLUS_2               1               116
  CLUS_3               2                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        0      1      3
  C3ORF71 WILD-TYPE     27    159     79
D120V8, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               0                27
  CLUS_2               1               159
  CLUS_3               3                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  C3ORF71 MUTATED        1      1      2
  C3ORF71 WILD-TYPE     81    109     75
D120V9, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               1                81
  CLUS_2               1               109
  CLUS_3               2                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C3ORF71 MUTATED        0      3      0      1
  C3ORF71 WILD-TYPE     25     76     45    119
D120V10, multiclass
        clus
vv       C3ORF71 MUTATED C3ORF71 WILD-TYPE
  CLUS_1               0                25
  CLUS_2               3                76
  CLUS_3               0                45
  CLUS_4               1               119

Clustering(121) Variable = TTN MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TTN MUTATED       59     35     36     72
  TTN WILD-TYPE     23     16     11     26
D121V1, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          59            23
  CLUS_2          35            16
  CLUS_3          36            11
  CLUS_4          72            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       45     78     79
  TTN WILD-TYPE     32     17     27
D121V2, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          45            32
  CLUS_2          78            17
  CLUS_3          79            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TTN MUTATED       35     38     20     30
  TTN WILD-TYPE     11     20      6      8
D121V3, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          35            11
  CLUS_2          38            20
  CLUS_3          20             6
  CLUS_4          30             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       26     49     48
  TTN WILD-TYPE     12     21     12
D121V4, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          26            12
  CLUS_2          49            21
  CLUS_3          48            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       76     57     69
  TTN WILD-TYPE     22     21     33
D121V5, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          76            22
  CLUS_2          57            21
  CLUS_3          69            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       56     98     48
  TTN WILD-TYPE     17     36     23
D121V6, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          56            17
  CLUS_2          98            36
  CLUS_3          48            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       56     79     59
  TTN WILD-TYPE     11     38     26
D121V7, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          56            11
  CLUS_2          79            38
  CLUS_3          59            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       23    112     59
  TTN WILD-TYPE      4     48     23
D121V8, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          23             4
  CLUS_2         112            48
  CLUS_3          59            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  TTN MUTATED       65     76     53
  TTN WILD-TYPE     17     34     24
D121V9, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          65            17
  CLUS_2          76            34
  CLUS_3          53            24
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TTN MUTATED       21     56     31     86
  TTN WILD-TYPE      4     23     14     34
D121V10, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          21             4
  CLUS_2          56            23
  CLUS_3          31            14
  CLUS_4          86            34

Clustering(122) Variable = IDO2 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IDO2 MUTATED        5      3      1      8
  IDO2 WILD-TYPE     77     48     46     90
D122V1, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            5             77
  CLUS_2            3             48
  CLUS_3            1             46
  CLUS_4            8             90
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        2      6      9
  IDO2 WILD-TYPE     75     89     97
D122V2, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            2             75
  CLUS_2            6             89
  CLUS_3            9             97
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IDO2 MUTATED        5      3      0      0
  IDO2 WILD-TYPE     41     55     26     38
D122V3, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            5             41
  CLUS_2            3             55
  CLUS_3            0             26
  CLUS_4            0             38
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        3      2      3
  IDO2 WILD-TYPE     35     68     57
D122V4, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            3             35
  CLUS_2            2             68
  CLUS_3            3             57
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        5      6      6
  IDO2 WILD-TYPE     93     72     96
D122V5, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            5             93
  CLUS_2            6             72
  CLUS_3            6             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        3      9      5
  IDO2 WILD-TYPE     70    125     66
D122V6, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            3             70
  CLUS_2            9            125
  CLUS_3            5             66
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        2      8      7
  IDO2 WILD-TYPE     65    109     78
D122V7, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            2             65
  CLUS_2            8            109
  CLUS_3            7             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        0     10      7
  IDO2 WILD-TYPE     27    150     75
D122V8, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            0             27
  CLUS_2           10            150
  CLUS_3            7             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IDO2 MUTATED        5      5      7
  IDO2 WILD-TYPE     77    105     70
D122V9, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            5             77
  CLUS_2            5            105
  CLUS_3            7             70
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IDO2 MUTATED        0      7      4      6
  IDO2 WILD-TYPE     25     72     41    114
D122V10, multiclass
        clus
vv       IDO2 MUTATED IDO2 WILD-TYPE
  CLUS_1            0             25
  CLUS_2            7             72
  CLUS_3            4             41
  CLUS_4            6            114

Clustering(123) Variable = DGAT2L6 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DGAT2L6 MUTATED        5      1      2      3
  DGAT2L6 WILD-TYPE     77     50     45     95
D123V1, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               5                77
  CLUS_2               1                50
  CLUS_3               2                45
  CLUS_4               3                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        2      6      3
  DGAT2L6 WILD-TYPE     75     89    103
D123V2, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                75
  CLUS_2               6                89
  CLUS_3               3               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DGAT2L6 MUTATED        2      2      1      4
  DGAT2L6 WILD-TYPE     44     56     25     34
D123V3, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                44
  CLUS_2               2                56
  CLUS_3               1                25
  CLUS_4               4                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        1      5      3
  DGAT2L6 WILD-TYPE     37     65     57
D123V4, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                37
  CLUS_2               5                65
  CLUS_3               3                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        2      2      7
  DGAT2L6 WILD-TYPE     96     76     95
D123V5, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                96
  CLUS_2               2                76
  CLUS_3               7                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        1      6      4
  DGAT2L6 WILD-TYPE     72    128     67
D123V6, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                72
  CLUS_2               6               128
  CLUS_3               4                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        2      6      3
  DGAT2L6 WILD-TYPE     65    111     82
D123V7, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                65
  CLUS_2               6               111
  CLUS_3               3                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        1      8      2
  DGAT2L6 WILD-TYPE     26    152     80
D123V8, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                26
  CLUS_2               8               152
  CLUS_3               2                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  DGAT2L6 MUTATED        1      7      3
  DGAT2L6 WILD-TYPE     81    103     74
D123V9, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                81
  CLUS_2               7               103
  CLUS_3               3                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DGAT2L6 MUTATED        1      2      1      7
  DGAT2L6 WILD-TYPE     24     77     44    113
D123V10, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                24
  CLUS_2               2                77
  CLUS_3               1                44
  CLUS_4               7               113

Clustering(124) Variable = SLC9A4 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC9A4 MUTATED       12      2      4     11
  SLC9A4 WILD-TYPE     70     49     43     87
D124V1, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1             12               70
  CLUS_2              2               49
  CLUS_3              4               43
  CLUS_4             11               87
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED        4     16      9
  SLC9A4 WILD-TYPE     73     79     97
D124V2, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              4               73
  CLUS_2             16               79
  CLUS_3              9               97
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC9A4 MUTATED        5      8      2      3
  SLC9A4 WILD-TYPE     41     50     24     35
D124V3, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              5               41
  CLUS_2              8               50
  CLUS_3              2               24
  CLUS_4              3               35
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED        4      8      6
  SLC9A4 WILD-TYPE     34     62     54
D124V4, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              4               34
  CLUS_2              8               62
  CLUS_3              6               54
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED       11      9      9
  SLC9A4 WILD-TYPE     87     69     93
D124V5, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1             11               87
  CLUS_2              9               69
  CLUS_3              9               93
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED        8     12      9
  SLC9A4 WILD-TYPE     65    122     62
D124V6, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              8               65
  CLUS_2             12              122
  CLUS_3              9               62
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED        8     14      6
  SLC9A4 WILD-TYPE     59    103     79
D124V7, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              8               59
  CLUS_2             14              103
  CLUS_3              6               79
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED        3     18      7
  SLC9A4 WILD-TYPE     24    142     75
D124V8, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              3               24
  CLUS_2             18              142
  CLUS_3              7               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  SLC9A4 MUTATED        9     14      5
  SLC9A4 WILD-TYPE     73     96     72
D124V9, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              9               73
  CLUS_2             14               96
  CLUS_3              5               72
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SLC9A4 MUTATED        3      7      3     15
  SLC9A4 WILD-TYPE     22     72     42    105
D124V10, multiclass
        clus
vv       SLC9A4 MUTATED SLC9A4 WILD-TYPE
  CLUS_1              3               22
  CLUS_2              7               72
  CLUS_3              3               42
  CLUS_4             15              105

Clustering(125) Variable = RPAP1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPAP1 MUTATED        4      2      1      6
  RPAP1 WILD-TYPE     78     49     46     92
D125V1, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             4              78
  CLUS_2             2              49
  CLUS_3             1              46
  CLUS_4             6              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        2      4      7
  RPAP1 WILD-TYPE     75     91     99
D125V2, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             2              75
  CLUS_2             4              91
  CLUS_3             7              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPAP1 MUTATED        2      2      3      2
  RPAP1 WILD-TYPE     44     56     23     36
D125V3, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             2              56
  CLUS_3             3              23
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        3      5      1
  RPAP1 WILD-TYPE     35     65     59
D125V4, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             3              35
  CLUS_2             5              65
  CLUS_3             1              59
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        4      4      5
  RPAP1 WILD-TYPE     94     74     97
D125V5, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             4              94
  CLUS_2             4              74
  CLUS_3             5              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        3      6      4
  RPAP1 WILD-TYPE     70    128     67
D125V6, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             3              70
  CLUS_2             6             128
  CLUS_3             4              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        2      6      4
  RPAP1 WILD-TYPE     65    111     81
D125V7, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             2              65
  CLUS_2             6             111
  CLUS_3             4              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        1      7      4
  RPAP1 WILD-TYPE     26    153     78
D125V8, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             1              26
  CLUS_2             7             153
  CLUS_3             4              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  RPAP1 MUTATED        2      7      3
  RPAP1 WILD-TYPE     80    103     74
D125V9, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             2              80
  CLUS_2             7             103
  CLUS_3             3              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RPAP1 MUTATED        1      4      2      5
  RPAP1 WILD-TYPE     24     75     43    115
D125V10, multiclass
        clus
vv       RPAP1 MUTATED RPAP1 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             4              75
  CLUS_3             2              43
  CLUS_4             5             115

Clustering(126) Variable = MKX MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MKX MUTATED        5      2      2      8
  MKX WILD-TYPE     77     49     45     90
D126V1, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           5            77
  CLUS_2           2            49
  CLUS_3           2            45
  CLUS_4           8            90
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        3      6      8
  MKX WILD-TYPE     74     89     98
D126V2, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           3            74
  CLUS_2           6            89
  CLUS_3           8            98
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MKX MUTATED        3      4      2      3
  MKX WILD-TYPE     43     54     24     35
D126V3, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           3            43
  CLUS_2           4            54
  CLUS_3           2            24
  CLUS_4           3            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        2      4      6
  MKX WILD-TYPE     36     66     54
D126V4, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           2            36
  CLUS_2           4            66
  CLUS_3           6            54
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        1      7      9
  MKX WILD-TYPE     97     71     93
D126V5, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           1            97
  CLUS_2           7            71
  CLUS_3           9            93
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        1     11      5
  MKX WILD-TYPE     72    123     66
D126V6, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           1            72
  CLUS_2          11           123
  CLUS_3           5            66
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        6      9      2
  MKX WILD-TYPE     61    108     83
D126V7, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           6            61
  CLUS_2           9           108
  CLUS_3           2            83
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        3     12      2
  MKX WILD-TYPE     24    148     80
D126V8, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           3            24
  CLUS_2          12           148
  CLUS_3           2            80
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  MKX MUTATED        4     11      2
  MKX WILD-TYPE     78     99     75
D126V9, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           4            78
  CLUS_2          11            99
  CLUS_3           2            75
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MKX MUTATED        3      2      0     12
  MKX WILD-TYPE     22     77     45    108
D126V10, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           3            22
  CLUS_2           2            77
  CLUS_3           0            45
  CLUS_4          12           108

Clustering(127) Variable = FAM19A1 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM19A1 MUTATED        7      1      0      5
  FAM19A1 WILD-TYPE     75     50     47     93
D127V1, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               7                75
  CLUS_2               1                50
  CLUS_3               0                47
  CLUS_4               5                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        3      5      5
  FAM19A1 WILD-TYPE     74     90    101
D127V2, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               3                74
  CLUS_2               5                90
  CLUS_3               5               101
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM19A1 MUTATED        3      1      1      2
  FAM19A1 WILD-TYPE     43     57     25     36
D127V3, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               3                43
  CLUS_2               1                57
  CLUS_3               1                25
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        1      1      5
  FAM19A1 WILD-TYPE     37     69     55
D127V4, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               1                37
  CLUS_2               1                69
  CLUS_3               5                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        3      5      5
  FAM19A1 WILD-TYPE     95     73     97
D127V5, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               3                95
  CLUS_2               5                73
  CLUS_3               5                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        3      7      3
  FAM19A1 WILD-TYPE     70    127     68
D127V6, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               3                70
  CLUS_2               7               127
  CLUS_3               3                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        3      7      3
  FAM19A1 WILD-TYPE     64    110     82
D127V7, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               3                64
  CLUS_2               7               110
  CLUS_3               3                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        2      8      3
  FAM19A1 WILD-TYPE     25    152     79
D127V8, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               2                25
  CLUS_2               8               152
  CLUS_3               3                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  FAM19A1 MUTATED        4      6      3
  FAM19A1 WILD-TYPE     78    104     74
D127V9, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               4                78
  CLUS_2               6               104
  CLUS_3               3                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  FAM19A1 MUTATED        2      3      0      8
  FAM19A1 WILD-TYPE     23     76     45    112
D127V10, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               2                23
  CLUS_2               3                76
  CLUS_3               0                45
  CLUS_4               8               112

Clustering(128) Variable = GALNT14 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GALNT14 MUTATED        9      2      3      7
  GALNT14 WILD-TYPE     73     49     44     91
D128V1, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               9                73
  CLUS_2               2                49
  CLUS_3               3                44
  CLUS_4               7                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        5      8      8
  GALNT14 WILD-TYPE     72     87     98
D128V2, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               5                72
  CLUS_2               8                87
  CLUS_3               8                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GALNT14 MUTATED        5      4      0      3
  GALNT14 WILD-TYPE     41     54     26     35
D128V3, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               5                41
  CLUS_2               4                54
  CLUS_3               0                26
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        3      5      4
  GALNT14 WILD-TYPE     35     65     56
D128V4, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               3                35
  CLUS_2               5                65
  CLUS_3               4                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        7      3     11
  GALNT14 WILD-TYPE     91     75     91
D128V5, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               7                91
  CLUS_2               3                75
  CLUS_3              11                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        4      8      9
  GALNT14 WILD-TYPE     69    126     62
D128V6, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               4                69
  CLUS_2               8               126
  CLUS_3               9                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        6      9      5
  GALNT14 WILD-TYPE     61    108     80
D128V7, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               6                61
  CLUS_2               9               108
  CLUS_3               5                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        2     14      4
  GALNT14 WILD-TYPE     25    146     78
D128V8, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               2                25
  CLUS_2              14               146
  CLUS_3               4                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  GALNT14 MUTATED        4     10      6
  GALNT14 WILD-TYPE     78    100     71
D128V9, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               4                78
  CLUS_2              10               100
  CLUS_3               6                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GALNT14 MUTATED        2      4      4     10
  GALNT14 WILD-TYPE     23     75     41    110
D128V10, multiclass
        clus
vv       GALNT14 MUTATED GALNT14 WILD-TYPE
  CLUS_1               2                23
  CLUS_2               4                75
  CLUS_3               4                41
  CLUS_4              10               110

Clustering(129) Variable = CERKL MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CERKL MUTATED        7      2      5      4
  CERKL WILD-TYPE     75     49     42     94
D129V1, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             7              75
  CLUS_2             2              49
  CLUS_3             5              42
  CLUS_4             4              94
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED        4     11      3
  CERKL WILD-TYPE     73     84    103
D129V2, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             4              73
  CLUS_2            11              84
  CLUS_3             3             103
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CERKL MUTATED        3      2      2      3
  CERKL WILD-TYPE     43     56     24     35
D129V3, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             3              43
  CLUS_2             2              56
  CLUS_3             2              24
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED        2      5      3
  CERKL WILD-TYPE     36     65     57
D129V4, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             2              36
  CLUS_2             5              65
  CLUS_3             3              57
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED        9      3      6
  CERKL WILD-TYPE     89     75     96
D129V5, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             9              89
  CLUS_2             3              75
  CLUS_3             6              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED        7      7      4
  CERKL WILD-TYPE     66    127     67
D129V6, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             7              66
  CLUS_2             7             127
  CLUS_3             4              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED        4      8      5
  CERKL WILD-TYPE     63    109     80
D129V7, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             4              63
  CLUS_2             8             109
  CLUS_3             5              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED        2      9      6
  CERKL WILD-TYPE     25    151     76
D129V8, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             2              25
  CLUS_2             9             151
  CLUS_3             6              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CERKL MUTATED        5      7      5
  CERKL WILD-TYPE     77    103     72
D129V9, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             5              77
  CLUS_2             7             103
  CLUS_3             5              72
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CERKL MUTATED        2      6      1      8
  CERKL WILD-TYPE     23     73     44    112
D129V10, multiclass
        clus
vv       CERKL MUTATED CERKL WILD-TYPE
  CLUS_1             2              23
  CLUS_2             6              73
  CLUS_3             1              44
  CLUS_4             8             112

Clustering(130) Variable = OR4K2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4K2 MUTATED        9      4      3     12
  OR4K2 WILD-TYPE     73     47     44     86
D130V1, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             9              73
  CLUS_2             4              47
  CLUS_3             3              44
  CLUS_4            12              86
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED        1     16     11
  OR4K2 WILD-TYPE     76     79     95
D130V2, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             1              76
  CLUS_2            16              79
  CLUS_3            11              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4K2 MUTATED        6      7      2      3
  OR4K2 WILD-TYPE     40     51     24     35
D130V3, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             6              40
  CLUS_2             7              51
  CLUS_3             2              24
  CLUS_4             3              35
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED        1      5     12
  OR4K2 WILD-TYPE     37     65     48
D130V4, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             1              37
  CLUS_2             5              65
  CLUS_3            12              48
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED        9     10      9
  OR4K2 WILD-TYPE     89     68     93
D130V5, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             9              89
  CLUS_2            10              68
  CLUS_3             9              93
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED        5     17      6
  OR4K2 WILD-TYPE     68    117     65
D130V6, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             5              68
  CLUS_2            17             117
  CLUS_3             6              65
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED       10     10      6
  OR4K2 WILD-TYPE     57    107     79
D130V7, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1            10              57
  CLUS_2            10             107
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED        4     14      8
  OR4K2 WILD-TYPE     23    146     74
D130V8, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             4              23
  CLUS_2            14             146
  CLUS_3             8              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4K2 MUTATED       10     10      6
  OR4K2 WILD-TYPE     72    100     71
D130V9, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1            10              72
  CLUS_2            10             100
  CLUS_3             6              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4K2 MUTATED        4      8      2     12
  OR4K2 WILD-TYPE     21     71     43    108
D130V10, multiclass
        clus
vv       OR4K2 MUTATED OR4K2 WILD-TYPE
  CLUS_1             4              21
  CLUS_2             8              71
  CLUS_3             2              43
  CLUS_4            12             108

Clustering(131) Variable = GK2 MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GK2 MUTATED        7      6      8     11
  GK2 WILD-TYPE     75     45     39     87
D131V1, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           7            75
  CLUS_2           6            45
  CLUS_3           8            39
  CLUS_4          11            87
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED        9     13     10
  GK2 WILD-TYPE     68     82     96
D131V2, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           9            68
  CLUS_2          13            82
  CLUS_3          10            96
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GK2 MUTATED        8      5      1      5
  GK2 WILD-TYPE     38     53     25     33
D131V3, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           8            38
  CLUS_2           5            53
  CLUS_3           1            25
  CLUS_4           5            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED        2      9      8
  GK2 WILD-TYPE     36     61     52
D131V4, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           2            36
  CLUS_2           9            61
  CLUS_3           8            52
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED       12      8     12
  GK2 WILD-TYPE     86     70     90
D131V5, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1          12            86
  CLUS_2           8            70
  CLUS_3          12            90
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED       11     11     10
  GK2 WILD-TYPE     62    123     61
D131V6, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1          11            62
  CLUS_2          11           123
  CLUS_3          10            61
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED        4     17     11
  GK2 WILD-TYPE     63    100     74
D131V7, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           4            63
  CLUS_2          17           100
  CLUS_3          11            74
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED        2     19     11
  GK2 WILD-TYPE     25    141     71
D131V8, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           2            25
  CLUS_2          19           141
  CLUS_3          11            71
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  GK2 MUTATED        8     14     10
  GK2 WILD-TYPE     74     96     67
D131V9, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           8            74
  CLUS_2          14            96
  CLUS_3          10            67
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GK2 MUTATED        1     10      3     18
  GK2 WILD-TYPE     24     69     42    102
D131V10, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           1            24
  CLUS_2          10            69
  CLUS_3           3            42
  CLUS_4          18           102

Clustering(132) Variable = C12ORF50 MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C12ORF50 MUTATED        9      3      2      9
  C12ORF50 WILD-TYPE     73     48     45     89
D132V1, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                9                 73
  CLUS_2                3                 48
  CLUS_3                2                 45
  CLUS_4                9                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED        7      9      7
  C12ORF50 WILD-TYPE     70     86     99
D132V2, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                7                 70
  CLUS_2                9                 86
  CLUS_3                7                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C12ORF50 MUTATED        5      4      4      5
  C12ORF50 WILD-TYPE     41     54     22     33
D132V3, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                5                 41
  CLUS_2                4                 54
  CLUS_3                4                 22
  CLUS_4                5                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED        4      8      6
  C12ORF50 WILD-TYPE     34     62     54
D132V4, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                4                 34
  CLUS_2                8                 62
  CLUS_3                6                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED        8      6      9
  C12ORF50 WILD-TYPE     90     72     93
D132V5, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                8                 90
  CLUS_2                6                 72
  CLUS_3                9                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED        7     12      4
  C12ORF50 WILD-TYPE     66    122     67
D132V6, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                7                 66
  CLUS_2               12                122
  CLUS_3                4                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED        4      9      9
  C12ORF50 WILD-TYPE     63    108     76
D132V7, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                4                 63
  CLUS_2                9                108
  CLUS_3                9                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED        2     14      6
  C12ORF50 WILD-TYPE     25    146     76
D132V8, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                2                 25
  CLUS_2               14                146
  CLUS_3                6                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF50 MUTATED        4     11      7
  C12ORF50 WILD-TYPE     78     99     70
D132V9, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                4                 78
  CLUS_2               11                 99
  CLUS_3                7                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C12ORF50 MUTATED        2      6      4     10
  C12ORF50 WILD-TYPE     23     73     41    110
D132V10, multiclass
        clus
vv       C12ORF50 MUTATED C12ORF50 WILD-TYPE
  CLUS_1                2                 23
  CLUS_2                6                 73
  CLUS_3                4                 41
  CLUS_4               10                110

Clustering(133) Variable = ZIM3 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZIM3 MUTATED        7      3      6     10
  ZIM3 WILD-TYPE     75     48     41     88
D133V1, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            7             75
  CLUS_2            3             48
  CLUS_3            6             41
  CLUS_4           10             88
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED        4      9     13
  ZIM3 WILD-TYPE     73     86     93
D133V2, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            4             73
  CLUS_2            9             86
  CLUS_3           13             93
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZIM3 MUTATED        6      4      1      3
  ZIM3 WILD-TYPE     40     54     25     35
D133V3, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            6             40
  CLUS_2            4             54
  CLUS_3            1             25
  CLUS_4            3             35
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED        4      3      7
  ZIM3 WILD-TYPE     34     67     53
D133V4, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            4             34
  CLUS_2            3             67
  CLUS_3            7             53
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED       10     10      6
  ZIM3 WILD-TYPE     88     68     96
D133V5, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1           10             88
  CLUS_2           10             68
  CLUS_3            6             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED        8     13      5
  ZIM3 WILD-TYPE     65    121     66
D133V6, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            8             65
  CLUS_2           13            121
  CLUS_3            5             66
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED        6      8     12
  ZIM3 WILD-TYPE     61    109     73
D133V7, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            6             61
  CLUS_2            8            109
  CLUS_3           12             73
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED        2     12     12
  ZIM3 WILD-TYPE     25    148     70
D133V8, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            2             25
  CLUS_2           12            148
  CLUS_3           12             70
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  ZIM3 MUTATED        8      7     11
  ZIM3 WILD-TYPE     74    103     66
D133V9, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            8             74
  CLUS_2            7            103
  CLUS_3           11             66
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZIM3 MUTATED        2     11      6      7
  ZIM3 WILD-TYPE     23     68     39    113
D133V10, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            2             23
  CLUS_2           11             68
  CLUS_3            6             39
  CLUS_4            7            113

Clustering(134) Variable = MAP2K1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MAP2K1 MUTATED        1      1      4      8
  MAP2K1 WILD-TYPE     81     50     43     90
D134V1, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              1               81
  CLUS_2              1               50
  CLUS_3              4               43
  CLUS_4              8               90
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        2      1     11
  MAP2K1 WILD-TYPE     75     94     95
D134V2, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              2               75
  CLUS_2              1               94
  CLUS_3             11               95
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MAP2K1 MUTATED        5      2      1      1
  MAP2K1 WILD-TYPE     41     56     25     37
D134V3, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              5               41
  CLUS_2              2               56
  CLUS_3              1               25
  CLUS_4              1               37
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        5      3      1
  MAP2K1 WILD-TYPE     33     67     59
D134V4, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              5               33
  CLUS_2              3               67
  CLUS_3              1               59
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        6      5      3
  MAP2K1 WILD-TYPE     92     73     99
D134V5, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              6               92
  CLUS_2              5               73
  CLUS_3              3               99
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        6      6      2
  MAP2K1 WILD-TYPE     67    128     69
D134V6, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              6               67
  CLUS_2              6              128
  CLUS_3              2               69
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        2      4      8
  MAP2K1 WILD-TYPE     65    113     77
D134V7, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              2               65
  CLUS_2              4              113
  CLUS_3              8               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        2      6      6
  MAP2K1 WILD-TYPE     25    154     76
D134V8, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              2               25
  CLUS_2              6              154
  CLUS_3              6               76
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  MAP2K1 MUTATED        2      5      7
  MAP2K1 WILD-TYPE     80    105     70
D134V9, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              2               80
  CLUS_2              5              105
  CLUS_3              7               70
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MAP2K1 MUTATED        2      5      3      4
  MAP2K1 WILD-TYPE     23     74     42    116
D134V10, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              5               74
  CLUS_3              3               42
  CLUS_4              4              116

Clustering(135) Variable = DAAM2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DAAM2 MUTATED        3      1      2      1
  DAAM2 WILD-TYPE     79     50     45     97
D135V1, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             3              79
  CLUS_2             1              50
  CLUS_3             2              45
  CLUS_4             1              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        2      5      0
  DAAM2 WILD-TYPE     75     90    106
D135V2, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             2              75
  CLUS_2             5              90
  CLUS_3             0             106
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DAAM2 MUTATED        0      1      0      1
  DAAM2 WILD-TYPE     46     57     26     37
D135V3, multiclass
[1] "Remove cluster labels:" "DAAM2 MUTATED"         
clus
  DAAM2 MUTATED DAAM2 WILD-TYPE 
              2             166 
     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-A262      TCGA-GN-A264 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-GN-A265      TCGA-GN-A266      TCGA-GN-A267      TCGA-GN-A268 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-GN-A26A      TCGA-GN-A26D 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        0      2      0
  DAAM2 WILD-TYPE     38     68     60
D135V4, multiclass
[1] "Remove cluster labels:" "DAAM2 MUTATED"         
clus
  DAAM2 MUTATED DAAM2 WILD-TYPE 
              2             166 
     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-A262      TCGA-GN-A264 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-GN-A265      TCGA-GN-A266      TCGA-GN-A267      TCGA-GN-A268 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
     TCGA-GN-A26A      TCGA-GN-A26D 
"DAAM2 WILD-TYPE" "DAAM2 WILD-TYPE" 
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        5      0      2
  DAAM2 WILD-TYPE     93     78    100
D135V5, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             5              93
  CLUS_2             0              78
  CLUS_3             2             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        5      2      0
  DAAM2 WILD-TYPE     68    132     71
D135V6, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             5              68
  CLUS_2             2             132
  CLUS_3             0              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        3      3      1
  DAAM2 WILD-TYPE     64    114     84
D135V7, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             3              64
  CLUS_2             3             114
  CLUS_3             1              84
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        1      4      2
  DAAM2 WILD-TYPE     26    156     80
D135V8, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             1              26
  CLUS_2             4             156
  CLUS_3             2              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DAAM2 MUTATED        4      2      1
  DAAM2 WILD-TYPE     78    108     76
D135V9, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             4              78
  CLUS_2             2             108
  CLUS_3             1              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DAAM2 MUTATED        1      2      1      3
  DAAM2 WILD-TYPE     24     77     44    117
D135V10, multiclass
        clus
vv       DAAM2 MUTATED DAAM2 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             2              77
  CLUS_3             1              44
  CLUS_4             3             117

Clustering(136) Variable = GZMA MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GZMA MUTATED        3      1      1      6
  GZMA WILD-TYPE     79     50     46     92
D136V1, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            3             79
  CLUS_2            1             50
  CLUS_3            1             46
  CLUS_4            6             92
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        2      5      4
  GZMA WILD-TYPE     75     90    102
D136V2, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            2             75
  CLUS_2            5             90
  CLUS_3            4            102
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GZMA MUTATED        4      2      1      2
  GZMA WILD-TYPE     42     56     25     36
D136V3, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            4             42
  CLUS_2            2             56
  CLUS_3            1             25
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        1      4      4
  GZMA WILD-TYPE     37     66     56
D136V4, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            1             37
  CLUS_2            4             66
  CLUS_3            4             56
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        3      3      5
  GZMA WILD-TYPE     95     75     97
D136V5, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            3             95
  CLUS_2            3             75
  CLUS_3            5             97
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        2      5      4
  GZMA WILD-TYPE     71    129     67
D136V6, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            2             71
  CLUS_2            5            129
  CLUS_3            4             67
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        4      5      2
  GZMA WILD-TYPE     63    112     83
D136V7, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            4             63
  CLUS_2            5            112
  CLUS_3            2             83
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        1      7      3
  GZMA WILD-TYPE     26    153     79
D136V8, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            1             26
  CLUS_2            7            153
  CLUS_3            3             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GZMA MUTATED        3      6      2
  GZMA WILD-TYPE     79    104     75
D136V9, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            3             79
  CLUS_2            6            104
  CLUS_3            2             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GZMA MUTATED        1      3      0      7
  GZMA WILD-TYPE     24     76     45    113
D136V10, multiclass
        clus
vv       GZMA MUTATED GZMA WILD-TYPE
  CLUS_1            1             24
  CLUS_2            3             76
  CLUS_3            0             45
  CLUS_4            7            113

Clustering(137) Variable = ACTC1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACTC1 MUTATED        7      0      1      7
  ACTC1 WILD-TYPE     75     51     46     91
D137V1, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             7              75
  CLUS_2             0              51
  CLUS_3             1              46
  CLUS_4             7              91
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        1      8      6
  ACTC1 WILD-TYPE     76     87    100
D137V2, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             1              76
  CLUS_2             8              87
  CLUS_3             6             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACTC1 MUTATED        5      2      1      2
  ACTC1 WILD-TYPE     41     56     25     36
D137V3, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             5              41
  CLUS_2             2              56
  CLUS_3             1              25
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        3      3      4
  ACTC1 WILD-TYPE     35     67     56
D137V4, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             3              35
  CLUS_2             3              67
  CLUS_3             4              56
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        3      6      6
  ACTC1 WILD-TYPE     95     72     96
D137V5, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             3              95
  CLUS_2             6              72
  CLUS_3             6              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        1      7      7
  ACTC1 WILD-TYPE     72    127     64
D137V6, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             1              72
  CLUS_2             7             127
  CLUS_3             7              64
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        3      5      7
  ACTC1 WILD-TYPE     64    112     78
D137V7, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             3              64
  CLUS_2             5             112
  CLUS_3             7              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        3      9      3
  ACTC1 WILD-TYPE     24    151     79
D137V8, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             3              24
  CLUS_2             9             151
  CLUS_3             3              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACTC1 MUTATED        3      6      6
  ACTC1 WILD-TYPE     79    104     71
D137V9, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             3              79
  CLUS_2             6             104
  CLUS_3             6              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACTC1 MUTATED        2      3      6      4
  ACTC1 WILD-TYPE     23     76     39    116
D137V10, multiclass
        clus
vv       ACTC1 MUTATED ACTC1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             3              76
  CLUS_3             6              39
  CLUS_4             4             116

Clustering(138) Variable = ADAMTS2 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ADAMTS2 MUTATED       11      2      2     14
  ADAMTS2 WILD-TYPE     71     49     45     84
D138V1, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1              11                71
  CLUS_2               2                49
  CLUS_3               2                45
  CLUS_4              14                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED        7     13      9
  ADAMTS2 WILD-TYPE     70     82     97
D138V2, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               7                70
  CLUS_2              13                82
  CLUS_3               9                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ADAMTS2 MUTATED        6     10      1      2
  ADAMTS2 WILD-TYPE     40     48     25     36
D138V3, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               6                40
  CLUS_2              10                48
  CLUS_3               1                25
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED        4      9      6
  ADAMTS2 WILD-TYPE     34     61     54
D138V4, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               4                34
  CLUS_2               9                61
  CLUS_3               6                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED       10      7     12
  ADAMTS2 WILD-TYPE     88     71     90
D138V5, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1              10                88
  CLUS_2               7                71
  CLUS_3              12                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED        6     16      7
  ADAMTS2 WILD-TYPE     67    118     64
D138V6, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               6                67
  CLUS_2              16               118
  CLUS_3               7                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED       10     11      6
  ADAMTS2 WILD-TYPE     57    106     79
D138V7, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1              10                57
  CLUS_2              11               106
  CLUS_3               6                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED        2     20      5
  ADAMTS2 WILD-TYPE     25    140     77
D138V8, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               2                25
  CLUS_2              20               140
  CLUS_3               5                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  ADAMTS2 MUTATED       11     11      5
  ADAMTS2 WILD-TYPE     71     99     72
D138V9, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1              11                71
  CLUS_2              11                99
  CLUS_3               5                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ADAMTS2 MUTATED        2      5      4     16
  ADAMTS2 WILD-TYPE     23     74     41    104
D138V10, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               2                23
  CLUS_2               5                74
  CLUS_3               4                41
  CLUS_4              16               104

Clustering(139) Variable = KCNB2 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KCNB2 MUTATED       16      5     11     27
  KCNB2 WILD-TYPE     66     46     36     71
D139V1, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            16              66
  CLUS_2             5              46
  CLUS_3            11              36
  CLUS_4            27              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED        9     25     25
  KCNB2 WILD-TYPE     68     70     81
D139V2, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1             9              68
  CLUS_2            25              70
  CLUS_3            25              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KCNB2 MUTATED       13     10     10      8
  KCNB2 WILD-TYPE     33     48     16     30
D139V3, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            13              33
  CLUS_2            10              48
  CLUS_3            10              16
  CLUS_4             8              30
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED       12     17     12
  KCNB2 WILD-TYPE     26     53     48
D139V4, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            12              26
  CLUS_2            17              53
  CLUS_3            12              48
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED       15     19     25
  KCNB2 WILD-TYPE     83     59     77
D139V5, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            15              83
  CLUS_2            19              59
  CLUS_3            25              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED       14     32     13
  KCNB2 WILD-TYPE     59    102     58
D139V6, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            14              59
  CLUS_2            32             102
  CLUS_3            13              58
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED       18     22     17
  KCNB2 WILD-TYPE     49     95     68
D139V7, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            18              49
  CLUS_2            22              95
  CLUS_3            17              68
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED        9     33     15
  KCNB2 WILD-TYPE     18    127     67
D139V8, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1             9              18
  CLUS_2            33             127
  CLUS_3            15              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  KCNB2 MUTATED       19     24     14
  KCNB2 WILD-TYPE     63     86     63
D139V9, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            19              63
  CLUS_2            24              86
  CLUS_3            14              63
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KCNB2 MUTATED        7     14      7     29
  KCNB2 WILD-TYPE     18     65     38     91
D139V10, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1             7              18
  CLUS_2            14              65
  CLUS_3             7              38
  CLUS_4            29              91

Clustering(140) Variable = IL7R MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IL7R MUTATED        9      8      6      7
  IL7R WILD-TYPE     73     43     41     91
D140V1, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            9             73
  CLUS_2            8             43
  CLUS_3            6             41
  CLUS_4            7             91
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED        3     18      9
  IL7R WILD-TYPE     74     77     97
D140V2, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            3             74
  CLUS_2           18             77
  CLUS_3            9             97
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IL7R MUTATED        5      7      0      7
  IL7R WILD-TYPE     41     51     26     31
D140V3, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            5             41
  CLUS_2            7             51
  CLUS_3            0             26
  CLUS_4            7             31
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED        2      5     12
  IL7R WILD-TYPE     36     65     48
D140V4, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            2             36
  CLUS_2            5             65
  CLUS_3           12             48
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED       12      9      9
  IL7R WILD-TYPE     86     69     93
D140V5, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1           12             86
  CLUS_2            9             69
  CLUS_3            9             93
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED        7     19      4
  IL7R WILD-TYPE     66    115     67
D140V6, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            7             66
  CLUS_2           19            115
  CLUS_3            4             67
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED       14     10      3
  IL7R WILD-TYPE     53    107     82
D140V7, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1           14             53
  CLUS_2           10            107
  CLUS_3            3             82
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED        5     15      7
  IL7R WILD-TYPE     22    145     75
D140V8, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            5             22
  CLUS_2           15            145
  CLUS_3            7             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  IL7R MUTATED       15      9      3
  IL7R WILD-TYPE     67    101     74
D140V9, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1           15             67
  CLUS_2            9            101
  CLUS_3            3             74
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  IL7R MUTATED        5      7      2     13
  IL7R WILD-TYPE     20     72     43    107
D140V10, multiclass
        clus
vv       IL7R MUTATED IL7R WILD-TYPE
  CLUS_1            5             20
  CLUS_2            7             72
  CLUS_3            2             43
  CLUS_4           13            107

Clustering(141) Variable = RAPGEF5 MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RAPGEF5 MUTATED        5      2      2      6
  RAPGEF5 WILD-TYPE     77     49     45     92
D141V1, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               5                77
  CLUS_2               2                49
  CLUS_3               2                45
  CLUS_4               6                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        5      4      6
  RAPGEF5 WILD-TYPE     72     91    100
D141V2, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               5                72
  CLUS_2               4                91
  CLUS_3               6               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RAPGEF5 MUTATED        3      2      1      3
  RAPGEF5 WILD-TYPE     43     56     25     35
D141V3, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                43
  CLUS_2               2                56
  CLUS_3               1                25
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        3      3      3
  RAPGEF5 WILD-TYPE     35     67     57
D141V4, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                35
  CLUS_2               3                67
  CLUS_3               3                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        7      4      4
  RAPGEF5 WILD-TYPE     91     74     98
D141V5, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               7                91
  CLUS_2               4                74
  CLUS_3               4                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        5      6      4
  RAPGEF5 WILD-TYPE     68    128     67
D141V6, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               5                68
  CLUS_2               6               128
  CLUS_3               4                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        6      5      3
  RAPGEF5 WILD-TYPE     61    112     82
D141V7, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               6                61
  CLUS_2               5               112
  CLUS_3               3                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        3      7      4
  RAPGEF5 WILD-TYPE     24    153     78
D141V8, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                24
  CLUS_2               7               153
  CLUS_3               4                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  RAPGEF5 MUTATED        7      4      3
  RAPGEF5 WILD-TYPE     75    106     74
D141V9, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               7                75
  CLUS_2               4               106
  CLUS_3               3                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  RAPGEF5 MUTATED        3      4      1      6
  RAPGEF5 WILD-TYPE     22     75     44    114
D141V10, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                22
  CLUS_2               4                75
  CLUS_3               1                44
  CLUS_4               6               114

Clustering(142) Variable = OR4N4 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4N4 MUTATED        2      2      0     11
  OR4N4 WILD-TYPE     80     49     47     87
D142V1, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             2              80
  CLUS_2             2              49
  CLUS_3             0              47
  CLUS_4            11              87
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        3      4      8
  OR4N4 WILD-TYPE     74     91     98
D142V2, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             3              74
  CLUS_2             4              91
  CLUS_3             8              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4N4 MUTATED        4      3      1      0
  OR4N4 WILD-TYPE     42     55     25     38
D142V3, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             4              42
  CLUS_2             3              55
  CLUS_3             1              25
  CLUS_4             0              38
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        3      4      1
  OR4N4 WILD-TYPE     35     66     59
D142V4, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             3              35
  CLUS_2             4              66
  CLUS_3             1              59
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        1      8      6
  OR4N4 WILD-TYPE     97     70     96
D142V5, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             1              97
  CLUS_2             8              70
  CLUS_3             6              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        1     10      4
  OR4N4 WILD-TYPE     72    124     67
D142V6, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             1              72
  CLUS_2            10             124
  CLUS_3             4              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        3      3      7
  OR4N4 WILD-TYPE     64    114     78
D142V7, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             3              64
  CLUS_2             3             114
  CLUS_3             7              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        1      7      5
  OR4N4 WILD-TYPE     26    153     77
D142V8, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             1              26
  CLUS_2             7             153
  CLUS_3             5              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  OR4N4 MUTATED        4      5      4
  OR4N4 WILD-TYPE     78    105     73
D142V9, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             4              78
  CLUS_2             5             105
  CLUS_3             4              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OR4N4 MUTATED        1      5      3      4
  OR4N4 WILD-TYPE     24     74     42    116
D142V10, multiclass
        clus
vv       OR4N4 MUTATED OR4N4 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             5              74
  CLUS_3             3              42
  CLUS_4             4             116

Clustering(143) Variable = BMP5 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BMP5 MUTATED        9      7      3      7
  BMP5 WILD-TYPE     73     44     44     91
D143V1, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            9             73
  CLUS_2            7             44
  CLUS_3            3             44
  CLUS_4            7             91
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED        6     17      3
  BMP5 WILD-TYPE     71     78    103
D143V2, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            6             71
  CLUS_2           17             78
  CLUS_3            3            103
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BMP5 MUTATED        2      7      0      1
  BMP5 WILD-TYPE     44     51     26     37
D143V3, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            2             44
  CLUS_2            7             51
  CLUS_3            0             26
  CLUS_4            1             37
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED        0      3      7
  BMP5 WILD-TYPE     38     67     53
D143V4, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            0             38
  CLUS_2            3             67
  CLUS_3            7             53
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED       11      8      7
  BMP5 WILD-TYPE     87     70     95
D143V5, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1           11             87
  CLUS_2            8             70
  CLUS_3            7             95
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED        7     10      9
  BMP5 WILD-TYPE     66    124     62
D143V6, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            7             66
  CLUS_2           10            124
  CLUS_3            9             62
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED        6     11      7
  BMP5 WILD-TYPE     61    106     78
D143V7, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            6             61
  CLUS_2           11            106
  CLUS_3            7             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED        3     16      5
  BMP5 WILD-TYPE     24    144     77
D143V8, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            3             24
  CLUS_2           16            144
  CLUS_3            5             77
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  BMP5 MUTATED        9      9      6
  BMP5 WILD-TYPE     73    101     71
D143V9, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            9             73
  CLUS_2            9            101
  CLUS_3            6             71
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  BMP5 MUTATED        3      5      4     12
  BMP5 WILD-TYPE     22     74     41    108
D143V10, multiclass
        clus
vv       BMP5 MUTATED BMP5 WILD-TYPE
  CLUS_1            3             22
  CLUS_2            5             74
  CLUS_3            4             41
  CLUS_4           12            108

Clustering(144) Variable = HNF4G MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  HNF4G MUTATED       10      2      3     11
  HNF4G WILD-TYPE     72     49     44     87
D144V1, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1            10              72
  CLUS_2             2              49
  CLUS_3             3              44
  CLUS_4            11              87
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED        6      6     14
  HNF4G WILD-TYPE     71     89     92
D144V2, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             6              71
  CLUS_2             6              89
  CLUS_3            14              92
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  HNF4G MUTATED        2      7      1      2
  HNF4G WILD-TYPE     44     51     25     36
D144V3, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             2              44
  CLUS_2             7              51
  CLUS_3             1              25
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED        3      6      3
  HNF4G WILD-TYPE     35     64     57
D144V4, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             3              35
  CLUS_2             6              64
  CLUS_3             3              57
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED       10     10      6
  HNF4G WILD-TYPE     88     68     96
D144V5, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1            10              88
  CLUS_2            10              68
  CLUS_3             6              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED        6     13      7
  HNF4G WILD-TYPE     67    121     64
D144V6, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             6              67
  CLUS_2            13             121
  CLUS_3             7              64
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED        4     10     11
  HNF4G WILD-TYPE     63    107     74
D144V7, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             4              63
  CLUS_2            10             107
  CLUS_3            11              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED        1     16      8
  HNF4G WILD-TYPE     26    144     74
D144V8, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             1              26
  CLUS_2            16             144
  CLUS_3             8              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  HNF4G MUTATED        5     11      9
  HNF4G WILD-TYPE     77     99     68
D144V9, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             5              77
  CLUS_2            11              99
  CLUS_3             9              68
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  HNF4G MUTATED        1      8      5     11
  HNF4G WILD-TYPE     24     71     40    109
D144V10, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             1              24
  CLUS_2             8              71
  CLUS_3             5              40
  CLUS_4            11             109

Clustering(145) Variable = C8B MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C8B MUTATED       13      0     10     15
  C8B WILD-TYPE     69     51     37     83
D145V1, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1          13            69
  CLUS_2           0            51
  CLUS_3          10            37
  CLUS_4          15            83
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED       10     13     15
  C8B WILD-TYPE     67     82     91
D145V2, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1          10            67
  CLUS_2          13            82
  CLUS_3          15            91
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C8B MUTATED       12      5      2      8
  C8B WILD-TYPE     34     53     24     30
D145V3, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1          12            34
  CLUS_2           5            53
  CLUS_3           2            24
  CLUS_4           8            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED       10      8      9
  C8B WILD-TYPE     28     62     51
D145V4, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1          10            28
  CLUS_2           8            62
  CLUS_3           9            51
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED       15     11     12
  C8B WILD-TYPE     83     67     90
D145V5, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1          15            83
  CLUS_2          11            67
  CLUS_3          12            90
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED       12     19      7
  C8B WILD-TYPE     61    115     64
D145V6, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1          12            61
  CLUS_2          19           115
  CLUS_3           7            64
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED        9     16     12
  C8B WILD-TYPE     58    101     73
D145V7, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1           9            58
  CLUS_2          16           101
  CLUS_3          12            73
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED        5     18     14
  C8B WILD-TYPE     22    142     68
D145V8, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1           5            22
  CLUS_2          18           142
  CLUS_3          14            68
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  C8B MUTATED        9     16     12
  C8B WILD-TYPE     73     94     65
D145V9, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1           9            73
  CLUS_2          16            94
  CLUS_3          12            65
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C8B MUTATED        5     14      2     16
  C8B WILD-TYPE     20     65     43    104
D145V10, multiclass
        clus
vv       C8B MUTATED C8B WILD-TYPE
  CLUS_1           5            20
  CLUS_2          14            65
  CLUS_3           2            43
  CLUS_4          16           104

Clustering(146) Variable = CRNN MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CRNN MUTATED        8      2      3      7
  CRNN WILD-TYPE     74     49     44     91
D146V1, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            8             74
  CLUS_2            2             49
  CLUS_3            3             44
  CLUS_4            7             91
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED        2     11      7
  CRNN WILD-TYPE     75     84     99
D146V2, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            2             75
  CLUS_2           11             84
  CLUS_3            7             99
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CRNN MUTATED        1      1      4      7
  CRNN WILD-TYPE     45     57     22     31
D146V3, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            1             45
  CLUS_2            1             57
  CLUS_3            4             22
  CLUS_4            7             31
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED        2      7      4
  CRNN WILD-TYPE     36     63     56
D146V4, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            2             36
  CLUS_2            7             63
  CLUS_3            4             56
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED        3      6     11
  CRNN WILD-TYPE     95     72     91
D146V5, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            3             95
  CLUS_2            6             72
  CLUS_3           11             91
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED        3     12      5
  CRNN WILD-TYPE     70    122     66
D146V6, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            3             70
  CLUS_2           12            122
  CLUS_3            5             66
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED        2     12      5
  CRNN WILD-TYPE     65    105     80
D146V7, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            2             65
  CLUS_2           12            105
  CLUS_3            5             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED        1     14      4
  CRNN WILD-TYPE     26    146     78
D146V8, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            1             26
  CLUS_2           14            146
  CLUS_3            4             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  CRNN MUTATED        3     11      5
  CRNN WILD-TYPE     79     99     72
D146V9, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            3             79
  CLUS_2           11             99
  CLUS_3            5             72
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CRNN MUTATED        1      4      3     11
  CRNN WILD-TYPE     24     75     42    109
D146V10, multiclass
        clus
vv       CRNN MUTATED CRNN WILD-TYPE
  CLUS_1            1             24
  CLUS_2            4             75
  CLUS_3            3             42
  CLUS_4           11            109

Clustering(147) Variable = UNC119B MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  UNC119B MUTATED        0      1      0      5
  UNC119B WILD-TYPE     82     50     47     93
D147V1, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                82
  CLUS_2               1                50
  CLUS_3               0                47
  CLUS_4               5                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        0      3      3
  UNC119B WILD-TYPE     77     92    103
D147V2, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                77
  CLUS_2               3                92
  CLUS_3               3               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  UNC119B MUTATED        1      4      0      0
  UNC119B WILD-TYPE     45     54     26     38
D147V3, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                45
  CLUS_2               4                54
  CLUS_3               0                26
  CLUS_4               0                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        1      2      2
  UNC119B WILD-TYPE     37     68     58
D147V4, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                37
  CLUS_2               2                68
  CLUS_3               2                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        3      2      1
  UNC119B WILD-TYPE     95     76    101
D147V5, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               3                95
  CLUS_2               2                76
  CLUS_3               1               101
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        2      4      0
  UNC119B WILD-TYPE     71    130     71
D147V6, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               2                71
  CLUS_2               4               130
  CLUS_3               0                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        1      3      1
  UNC119B WILD-TYPE     66    114     84
D147V7, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                66
  CLUS_2               3               114
  CLUS_3               1                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        0      3      2
  UNC119B WILD-TYPE     27    157     80
D147V8, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                27
  CLUS_2               3               157
  CLUS_3               2                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  UNC119B MUTATED        1      3      1
  UNC119B WILD-TYPE     81    107     76
D147V9, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                81
  CLUS_2               3               107
  CLUS_3               1                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  UNC119B MUTATED        0      2      0      3
  UNC119B WILD-TYPE     25     77     45    117
D147V10, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                25
  CLUS_2               2                77
  CLUS_3               0                45
  CLUS_4               3               117

Clustering(148) Variable = OPN5 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OPN5 MUTATED        2      2      2      2
  OPN5 WILD-TYPE     80     49     45     96
D148V1, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            2             80
  CLUS_2            2             49
  CLUS_3            2             45
  CLUS_4            2             96
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        2      3      3
  OPN5 WILD-TYPE     75     92    103
D148V2, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            2             75
  CLUS_2            3             92
  CLUS_3            3            103
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OPN5 MUTATED        2      2      0      1
  OPN5 WILD-TYPE     44     56     26     37
D148V3, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            2             44
  CLUS_2            2             56
  CLUS_3            0             26
  CLUS_4            1             37
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        1      2      2
  OPN5 WILD-TYPE     37     68     58
D148V4, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            1             37
  CLUS_2            2             68
  CLUS_3            2             58
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        3      4      1
  OPN5 WILD-TYPE     95     74    101
D148V5, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            3             95
  CLUS_2            4             74
  CLUS_3            1            101
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        3      4      1
  OPN5 WILD-TYPE     70    130     70
D148V6, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            3             70
  CLUS_2            4            130
  CLUS_3            1             70
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        2      3      2
  OPN5 WILD-TYPE     65    114     83
D148V7, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            2             65
  CLUS_2            3            114
  CLUS_3            2             83
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        1      3      3
  OPN5 WILD-TYPE     26    157     79
D148V8, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            1             26
  CLUS_2            3            157
  CLUS_3            3             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  OPN5 MUTATED        2      3      2
  OPN5 WILD-TYPE     80    107     75
D148V9, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            2             80
  CLUS_2            3            107
  CLUS_3            2             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  OPN5 MUTATED        1      2      1      3
  OPN5 WILD-TYPE     24     77     44    117
D148V10, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            1             24
  CLUS_2            2             77
  CLUS_3            1             44
  CLUS_4            3            117

Clustering(149) Variable = ZSWIM2 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZSWIM2 MUTATED        8      6      6     10
  ZSWIM2 WILD-TYPE     74     45     41     88
D149V1, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              8               74
  CLUS_2              6               45
  CLUS_3              6               41
  CLUS_4             10               88
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED        7     12     11
  ZSWIM2 WILD-TYPE     70     83     95
D149V2, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              7               70
  CLUS_2             12               83
  CLUS_3             11               95
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZSWIM2 MUTATED        5      5      2      7
  ZSWIM2 WILD-TYPE     41     53     24     31
D149V3, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              5               41
  CLUS_2              5               53
  CLUS_3              2               24
  CLUS_4              7               31
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED        5     10      4
  ZSWIM2 WILD-TYPE     33     60     56
D149V4, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              5               33
  CLUS_2             10               60
  CLUS_3              4               56
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED        9      8     13
  ZSWIM2 WILD-TYPE     89     70     89
D149V5, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              9               89
  CLUS_2              8               70
  CLUS_3             13               89
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED        6     15      9
  ZSWIM2 WILD-TYPE     67    119     62
D149V6, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              6               67
  CLUS_2             15              119
  CLUS_3              9               62
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED        7     15      8
  ZSWIM2 WILD-TYPE     60    102     77
D149V7, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              7               60
  CLUS_2             15              102
  CLUS_3              8               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED        2     19      9
  ZSWIM2 WILD-TYPE     25    141     73
D149V8, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              2               25
  CLUS_2             19              141
  CLUS_3              9               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  ZSWIM2 MUTATED        8     15      7
  ZSWIM2 WILD-TYPE     74     95     70
D149V9, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              8               74
  CLUS_2             15               95
  CLUS_3              7               70
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ZSWIM2 MUTATED        1      9      2     18
  ZSWIM2 WILD-TYPE     24     70     43    102
D149V10, multiclass
        clus
vv       ZSWIM2 MUTATED ZSWIM2 WILD-TYPE
  CLUS_1              1               24
  CLUS_2              9               70
  CLUS_3              2               43
  CLUS_4             18              102

Clustering(150) Variable = MPP6 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MPP6 MUTATED        5      3      1      6
  MPP6 WILD-TYPE     77     48     46     92
D150V1, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            5             77
  CLUS_2            3             48
  CLUS_3            1             46
  CLUS_4            6             92
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        2      7      6
  MPP6 WILD-TYPE     75     88    100
D150V2, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            2             75
  CLUS_2            7             88
  CLUS_3            6            100
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MPP6 MUTATED        5      2      1      2
  MPP6 WILD-TYPE     41     56     25     36
D150V3, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            5             41
  CLUS_2            2             56
  CLUS_3            1             25
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        2      3      5
  MPP6 WILD-TYPE     36     67     55
D150V4, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            2             36
  CLUS_2            3             67
  CLUS_3            5             55
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        3      9      3
  MPP6 WILD-TYPE     95     69     99
D150V5, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            3             95
  CLUS_2            9             69
  CLUS_3            3             99
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        3      9      3
  MPP6 WILD-TYPE     70    125     68
D150V6, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            3             70
  CLUS_2            9            125
  CLUS_3            3             68
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        6      4      5
  MPP6 WILD-TYPE     61    113     80
D150V7, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            6             61
  CLUS_2            4            113
  CLUS_3            5             80
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        3      9      3
  MPP6 WILD-TYPE     24    151     79
D150V8, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            3             24
  CLUS_2            9            151
  CLUS_3            3             79
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MPP6 MUTATED        5      5      5
  MPP6 WILD-TYPE     77    105     72
D150V9, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            5             77
  CLUS_2            5            105
  CLUS_3            5             72
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MPP6 MUTATED        3      3      2      7
  MPP6 WILD-TYPE     22     76     43    113
D150V10, multiclass
        clus
vv       MPP6 MUTATED MPP6 WILD-TYPE
  CLUS_1            3             22
  CLUS_2            3             76
  CLUS_3            2             43
  CLUS_4            7            113

Clustering(151) Variable = DACH1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DACH1 MUTATED        7      2      3     13
  DACH1 WILD-TYPE     75     49     44     85
D151V1, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             7              75
  CLUS_2             2              49
  CLUS_3             3              44
  CLUS_4            13              85
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED        2     12     11
  DACH1 WILD-TYPE     75     83     95
D151V2, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             2              75
  CLUS_2            12              83
  CLUS_3            11              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DACH1 MUTATED        7      3      2      1
  DACH1 WILD-TYPE     39     55     24     37
D151V3, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             7              39
  CLUS_2             3              55
  CLUS_3             2              24
  CLUS_4             1              37
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED        3      5      5
  DACH1 WILD-TYPE     35     65     55
D151V4, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             3              35
  CLUS_2             5              65
  CLUS_3             5              55
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED       10      9      6
  DACH1 WILD-TYPE     88     69     96
D151V5, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1            10              88
  CLUS_2             9              69
  CLUS_3             6              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED        4     14      7
  DACH1 WILD-TYPE     69    120     64
D151V6, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             4              69
  CLUS_2            14             120
  CLUS_3             7              64
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED        8      8      7
  DACH1 WILD-TYPE     59    109     78
D151V7, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             8              59
  CLUS_2             8             109
  CLUS_3             7              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED        4     10      9
  DACH1 WILD-TYPE     23    150     73
D151V8, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             4              23
  CLUS_2            10             150
  CLUS_3             9              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DACH1 MUTATED       10      8      5
  DACH1 WILD-TYPE     72    102     72
D151V9, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1            10              72
  CLUS_2             8             102
  CLUS_3             5              72
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DACH1 MUTATED        4      9      2      8
  DACH1 WILD-TYPE     21     70     43    112
D151V10, multiclass
        clus
vv       DACH1 MUTATED DACH1 WILD-TYPE
  CLUS_1             4              21
  CLUS_2             9              70
  CLUS_3             2              43
  CLUS_4             8             112

Clustering(152) Variable = COL1A1 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL1A1 MUTATED        9      6      2     21
  COL1A1 WILD-TYPE     73     45     45     77
D152V1, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              9               73
  CLUS_2              6               45
  CLUS_3              2               45
  CLUS_4             21               77
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED        6     12     20
  COL1A1 WILD-TYPE     71     83     86
D152V2, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              6               71
  CLUS_2             12               83
  CLUS_3             20               86
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL1A1 MUTATED       11      7      1      5
  COL1A1 WILD-TYPE     35     51     25     33
D152V3, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1             11               35
  CLUS_2              7               51
  CLUS_3              1               25
  CLUS_4              5               33
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED       10      8      6
  COL1A1 WILD-TYPE     28     62     54
D152V4, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1             10               28
  CLUS_2              8               62
  CLUS_3              6               54
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED        8     14     16
  COL1A1 WILD-TYPE     90     64     86
D152V5, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              8               90
  CLUS_2             14               64
  CLUS_3             16               86
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED        6     20     12
  COL1A1 WILD-TYPE     67    114     59
D152V6, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              6               67
  CLUS_2             20              114
  CLUS_3             12               59
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED        6     18     12
  COL1A1 WILD-TYPE     61     99     73
D152V7, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              6               61
  CLUS_2             18               99
  CLUS_3             12               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED        3     24      9
  COL1A1 WILD-TYPE     24    136     73
D152V8, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              3               24
  CLUS_2             24              136
  CLUS_3              9               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  COL1A1 MUTATED        7     18     11
  COL1A1 WILD-TYPE     75     92     66
D152V9, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              7               75
  CLUS_2             18               92
  CLUS_3             11               66
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  COL1A1 MUTATED        2      9      6     19
  COL1A1 WILD-TYPE     23     70     39    101
D152V10, multiclass
        clus
vv       COL1A1 MUTATED COL1A1 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              9               70
  CLUS_3              6               39
  CLUS_4             19              101

Clustering(153) Variable = PTPN22 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTPN22 MUTATED        4      6      4     10
  PTPN22 WILD-TYPE     78     45     43     88
D153V1, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              4               78
  CLUS_2              6               45
  CLUS_3              4               43
  CLUS_4             10               88
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED        2     11     11
  PTPN22 WILD-TYPE     75     84     95
D153V2, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              2               75
  CLUS_2             11               84
  CLUS_3             11               95
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTPN22 MUTATED        3      5      0      4
  PTPN22 WILD-TYPE     43     53     26     34
D153V3, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              3               43
  CLUS_2              5               53
  CLUS_3              0               26
  CLUS_4              4               34
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED        1      2      9
  PTPN22 WILD-TYPE     37     68     51
D153V4, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              1               37
  CLUS_2              2               68
  CLUS_3              9               51
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED        7      8      9
  PTPN22 WILD-TYPE     91     70     93
D153V5, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              7               91
  CLUS_2              8               70
  CLUS_3              9               93
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED        4     14      6
  PTPN22 WILD-TYPE     69    120     65
D153V6, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              4               69
  CLUS_2             14              120
  CLUS_3              6               65
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED        8     10      4
  PTPN22 WILD-TYPE     59    107     81
D153V7, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              8               59
  CLUS_2             10              107
  CLUS_3              4               81
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED        3     12      7
  PTPN22 WILD-TYPE     24    148     75
D153V8, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              3               24
  CLUS_2             12              148
  CLUS_3              7               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  PTPN22 MUTATED       11      7      4
  PTPN22 WILD-TYPE     71    103     73
D153V9, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1             11               71
  CLUS_2              7              103
  CLUS_3              4               73
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  PTPN22 MUTATED        3      7      2     10
  PTPN22 WILD-TYPE     22     72     43    110
D153V10, multiclass
        clus
vv       PTPN22 MUTATED PTPN22 WILD-TYPE
  CLUS_1              3               22
  CLUS_2              7               72
  CLUS_3              2               43
  CLUS_4             10              110

Clustering(154) Variable = DCDC1 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DCDC1 MUTATED        2      0      1      4
  DCDC1 WILD-TYPE     80     51     46     94
D154V1, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             2              80
  CLUS_2             0              51
  CLUS_3             1              46
  CLUS_4             4              94
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        0      2      5
  DCDC1 WILD-TYPE     77     93    101
D154V2, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             0              77
  CLUS_2             2              93
  CLUS_3             5             101
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DCDC1 MUTATED        2      0      0      1
  DCDC1 WILD-TYPE     44     58     26     37
D154V3, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             0              58
  CLUS_3             0              26
  CLUS_4             1              37
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        0      1      2
  DCDC1 WILD-TYPE     38     69     58
D154V4, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             0              38
  CLUS_2             1              69
  CLUS_3             2              58
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        1      4      2
  DCDC1 WILD-TYPE     97     74    100
D154V5, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             1              97
  CLUS_2             4              74
  CLUS_3             2             100
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        1      5      1
  DCDC1 WILD-TYPE     72    129     70
D154V6, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             1              72
  CLUS_2             5             129
  CLUS_3             1              70
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        0      3      3
  DCDC1 WILD-TYPE     67    114     82
D154V7, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             0              67
  CLUS_2             3             114
  CLUS_3             3              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        0      4      2
  DCDC1 WILD-TYPE     27    156     80
D154V8, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             0              27
  CLUS_2             4             156
  CLUS_3             2              80
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DCDC1 MUTATED        1      2      3
  DCDC1 WILD-TYPE     81    108     74
D154V9, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             1              81
  CLUS_2             2             108
  CLUS_3             3              74
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DCDC1 MUTATED        0      2      1      3
  DCDC1 WILD-TYPE     25     77     44    117
D154V10, multiclass
        clus
vv       DCDC1 MUTATED DCDC1 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             2              77
  CLUS_3             1              44
  CLUS_4             3             117

Clustering(155) Variable = WDR65 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  WDR65 MUTATED        6      3      5      7
  WDR65 WILD-TYPE     76     48     42     91
D155V1, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             6              76
  CLUS_2             3              48
  CLUS_3             5              42
  CLUS_4             7              91
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED        5      9      7
  WDR65 WILD-TYPE     72     86     99
D155V2, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             5              72
  CLUS_2             9              86
  CLUS_3             7              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  WDR65 MUTATED        3      5      0      5
  WDR65 WILD-TYPE     43     53     26     33
D155V3, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             5              53
  CLUS_3             0              26
  CLUS_4             5              33
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED        1      5      7
  WDR65 WILD-TYPE     37     65     53
D155V4, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             1              37
  CLUS_2             5              65
  CLUS_3             7              53
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED       10      5      6
  WDR65 WILD-TYPE     88     73     96
D155V5, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1            10              88
  CLUS_2             5              73
  CLUS_3             6              96
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED        9      9      3
  WDR65 WILD-TYPE     64    125     68
D155V6, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             9              64
  CLUS_2             9             125
  CLUS_3             3              68
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED        9      8      3
  WDR65 WILD-TYPE     58    109     82
D155V7, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             9              58
  CLUS_2             8             109
  CLUS_3             3              82
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED        2     11      7
  WDR65 WILD-TYPE     25    149     75
D155V8, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             2              25
  CLUS_2            11             149
  CLUS_3             7              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  WDR65 MUTATED       10      8      2
  WDR65 WILD-TYPE     72    102     75
D155V9, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1            10              72
  CLUS_2             8             102
  CLUS_3             2              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  WDR65 MUTATED        2      7      2      9
  WDR65 WILD-TYPE     23     72     43    111
D155V10, multiclass
        clus
vv       WDR65 MUTATED WDR65 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             7              72
  CLUS_3             2              43
  CLUS_4             9             111

Clustering(156) Variable = TFEC MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TFEC MUTATED       11      0      3      6
  TFEC WILD-TYPE     71     51     44     92
D156V1, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1           11             71
  CLUS_2            0             51
  CLUS_3            3             44
  CLUS_4            6             92
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        8      8      4
  TFEC WILD-TYPE     69     87    102
D156V2, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            8             69
  CLUS_2            8             87
  CLUS_3            4            102
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TFEC MUTATED        4      3      0      3
  TFEC WILD-TYPE     42     55     26     35
D156V3, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            4             42
  CLUS_2            3             55
  CLUS_3            0             26
  CLUS_4            3             35
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        4      2      4
  TFEC WILD-TYPE     34     68     56
D156V4, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            4             34
  CLUS_2            2             68
  CLUS_3            4             56
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        8      4      8
  TFEC WILD-TYPE     90     74     94
D156V5, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            8             90
  CLUS_2            4             74
  CLUS_3            8             94
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        6      7      7
  TFEC WILD-TYPE     67    127     64
D156V6, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            6             67
  CLUS_2            7            127
  CLUS_3            7             64
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        3     10      7
  TFEC WILD-TYPE     64    107     78
D156V7, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            3             64
  CLUS_2           10            107
  CLUS_3            7             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        3     13      4
  TFEC WILD-TYPE     24    147     78
D156V8, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            3             24
  CLUS_2           13            147
  CLUS_3            4             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  TFEC MUTATED        6      9      5
  TFEC WILD-TYPE     76    101     72
D156V9, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            6             76
  CLUS_2            9            101
  CLUS_3            5             72
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TFEC MUTATED        3      5      1     11
  TFEC WILD-TYPE     22     74     44    109
D156V10, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            3             22
  CLUS_2            5             74
  CLUS_3            1             44
  CLUS_4           11            109

Clustering(157) Variable = NOTCH4 MUTATION ANALYSIS
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NOTCH4 MUTATED       19      7      5     20
  NOTCH4 WILD-TYPE     63     44     42     78
D157V1, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1             19               63
  CLUS_2              7               44
  CLUS_3              5               42
  CLUS_4             20               78
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED       14     16     21
  NOTCH4 WILD-TYPE     63     79     85
D157V2, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1             14               63
  CLUS_2             16               79
  CLUS_3             21               85
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NOTCH4 MUTATED        7     16      5      9
  NOTCH4 WILD-TYPE     39     42     21     29
D157V3, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1              7               39
  CLUS_2             16               42
  CLUS_3              5               21
  CLUS_4              9               29
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED        4     15     18
  NOTCH4 WILD-TYPE     34     55     42
D157V4, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1              4               34
  CLUS_2             15               55
  CLUS_3             18               42
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED       15     18     18
  NOTCH4 WILD-TYPE     83     60     84
D157V5, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1             15               83
  CLUS_2             18               60
  CLUS_3             18               84
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED       12     26     13
  NOTCH4 WILD-TYPE     61    108     58
D157V6, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1             12               61
  CLUS_2             26              108
  CLUS_3             13               58
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED       19     21     10
  NOTCH4 WILD-TYPE     48     96     75
D157V7, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1             19               48
  CLUS_2             21               96
  CLUS_3             10               75
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED        5     32     13
  NOTCH4 WILD-TYPE     22    128     69
D157V8, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1              5               22
  CLUS_2             32              128
  CLUS_3             13               69
                  vv
clus               CLUS_1 CLUS_2 CLUS_3
  NOTCH4 MUTATED       16     25      9
  NOTCH4 WILD-TYPE     66     85     68
D157V9, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1             16               66
  CLUS_2             25               85
  CLUS_3              9               68
                  vv
clus               CLUS_1 CLUS_2 CLUS_3 CLUS_4
  NOTCH4 MUTATED        4     13      2     31
  NOTCH4 WILD-TYPE     21     66     43     89
D157V10, multiclass
        clus
vv       NOTCH4 MUTATED NOTCH4 WILD-TYPE
  CLUS_1              4               21
  CLUS_2             13               66
  CLUS_3              2               43
  CLUS_4             31               89

Clustering(158) Variable = KL MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KL MUTATED        9      2      2     13
  KL WILD-TYPE     73     49     45     85
D158V1, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          9           73
  CLUS_2          2           49
  CLUS_3          2           45
  CLUS_4         13           85
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED        6      6     14
  KL WILD-TYPE     71     89     92
D158V2, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          6           71
  CLUS_2          6           89
  CLUS_3         14           92
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KL MUTATED        9      3      1      3
  KL WILD-TYPE     37     55     25     35
D158V3, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          9           37
  CLUS_2          3           55
  CLUS_3          1           25
  CLUS_4          3           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED        5      4      7
  KL WILD-TYPE     33     66     53
D158V4, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          5           33
  CLUS_2          4           66
  CLUS_3          7           53
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED        7      9     10
  KL WILD-TYPE     91     69     92
D158V5, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          7           91
  CLUS_2          9           69
  CLUS_3         10           92
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED        7     11      8
  KL WILD-TYPE     66    123     63
D158V6, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          7           66
  CLUS_2         11          123
  CLUS_3          8           63
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED        6      8     11
  KL WILD-TYPE     61    109     74
D158V7, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          6           61
  CLUS_2          8          109
  CLUS_3         11           74
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED        1     13     11
  KL WILD-TYPE     26    147     71
D158V8, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          1           26
  CLUS_2         13          147
  CLUS_3         11           71
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  KL MUTATED        6      9     10
  KL WILD-TYPE     76    101     67
D158V9, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          6           76
  CLUS_2          9          101
  CLUS_3         10           67
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  KL MUTATED        1     11      1     12
  KL WILD-TYPE     24     68     44    108
D158V10, multiclass
        clus
vv       KL MUTATED KL WILD-TYPE
  CLUS_1          1           24
  CLUS_2         11           68
  CLUS_3          1           44
  CLUS_4         12          108

Clustering(159) Variable = CAPSL MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CAPSL MUTATED        5      2      0     10
  CAPSL WILD-TYPE     77     49     47     88
D159V1, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             5              77
  CLUS_2             2              49
  CLUS_3             0              47
  CLUS_4            10              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        3      6      8
  CAPSL WILD-TYPE     74     89     98
D159V2, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             3              74
  CLUS_2             6              89
  CLUS_3             8              98
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CAPSL MUTATED        3      4      2      1
  CAPSL WILD-TYPE     43     54     24     37
D159V3, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             3              43
  CLUS_2             4              54
  CLUS_3             2              24
  CLUS_4             1              37
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        2      6      2
  CAPSL WILD-TYPE     36     64     58
D159V4, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             2              36
  CLUS_2             6              64
  CLUS_3             2              58
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        2      8      7
  CAPSL WILD-TYPE     96     70     95
D159V5, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             2              96
  CLUS_2             8              70
  CLUS_3             7              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        1     14      2
  CAPSL WILD-TYPE     72    120     69
D159V6, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             1              72
  CLUS_2            14             120
  CLUS_3             2              69
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        5      8      4
  CAPSL WILD-TYPE     62    109     81
D159V7, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             5              62
  CLUS_2             8             109
  CLUS_3             4              81
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        1     10      6
  CAPSL WILD-TYPE     26    150     76
D159V8, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             1              26
  CLUS_2            10             150
  CLUS_3             6              76
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  CAPSL MUTATED        6      7      4
  CAPSL WILD-TYPE     76    103     73
D159V9, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             6              76
  CLUS_2             7             103
  CLUS_3             4              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CAPSL MUTATED        1      6      1      9
  CAPSL WILD-TYPE     24     73     44    111
D159V10, multiclass
        clus
vv       CAPSL MUTATED CAPSL WILD-TYPE
  CLUS_1             1              24
  CLUS_2             6              73
  CLUS_3             1              44
  CLUS_4             9             111

Clustering(160) Variable = ACMSD MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACMSD MUTATED        4      2      2      5
  ACMSD WILD-TYPE     78     49     45     93
D160V1, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             4              78
  CLUS_2             2              49
  CLUS_3             2              45
  CLUS_4             5              93
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        5      4      4
  ACMSD WILD-TYPE     72     91    102
D160V2, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             5              72
  CLUS_2             4              91
  CLUS_3             4             102
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACMSD MUTATED        3      3      0      2
  ACMSD WILD-TYPE     43     55     26     36
D160V3, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             3              43
  CLUS_2             3              55
  CLUS_3             0              26
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        1      4      3
  ACMSD WILD-TYPE     37     66     57
D160V4, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             1              37
  CLUS_2             4              66
  CLUS_3             3              57
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        6      2      5
  ACMSD WILD-TYPE     92     76     97
D160V5, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             6              92
  CLUS_2             2              76
  CLUS_3             5              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        5      3      5
  ACMSD WILD-TYPE     68    131     66
D160V6, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             5              68
  CLUS_2             3             131
  CLUS_3             5              66
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        1      6      6
  ACMSD WILD-TYPE     66    111     79
D160V7, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             1              66
  CLUS_2             6             111
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        1      7      5
  ACMSD WILD-TYPE     26    153     77
D160V8, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             1              26
  CLUS_2             7             153
  CLUS_3             5              77
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  ACMSD MUTATED        3      6      4
  ACMSD WILD-TYPE     79    104     73
D160V9, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             3              79
  CLUS_2             6             104
  CLUS_3             4              73
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  ACMSD MUTATED        1      5      1      6
  ACMSD WILD-TYPE     24     74     44    114
D160V10, multiclass
        clus
vv       ACMSD MUTATED ACMSD WILD-TYPE
  CLUS_1             1              24
  CLUS_2             5              74
  CLUS_3             1              44
  CLUS_4             6             114

Clustering(161) Variable = TIMD4 MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TIMD4 MUTATED        5      1      1      9
  TIMD4 WILD-TYPE     77     50     46     89
D161V1, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             5              77
  CLUS_2             1              50
  CLUS_3             1              46
  CLUS_4             9              89
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        2      7      7
  TIMD4 WILD-TYPE     75     88     99
D161V2, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             2              75
  CLUS_2             7              88
  CLUS_3             7              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TIMD4 MUTATED        4      3      1      2
  TIMD4 WILD-TYPE     42     55     25     36
D161V3, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             4              42
  CLUS_2             3              55
  CLUS_3             1              25
  CLUS_4             2              36
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        3      5      2
  TIMD4 WILD-TYPE     35     65     58
D161V4, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             3              35
  CLUS_2             5              65
  CLUS_3             2              58
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        4      7      5
  TIMD4 WILD-TYPE     94     71     97
D161V5, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             4              94
  CLUS_2             7              71
  CLUS_3             5              97
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        3     10      3
  TIMD4 WILD-TYPE     70    124     68
D161V6, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             3              70
  CLUS_2            10             124
  CLUS_3             3              68
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        4      5      6
  TIMD4 WILD-TYPE     63    112     79
D161V7, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             4              63
  CLUS_2             5             112
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        2      6      7
  TIMD4 WILD-TYPE     25    154     75
D161V8, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             2              25
  CLUS_2             6             154
  CLUS_3             7              75
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  TIMD4 MUTATED        5      4      6
  TIMD4 WILD-TYPE     77    106     71
D161V9, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             5              77
  CLUS_2             4             106
  CLUS_3             6              71
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  TIMD4 MUTATED        2      6      1      6
  TIMD4 WILD-TYPE     23     73     44    114
D161V10, multiclass
        clus
vv       TIMD4 MUTATED TIMD4 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             6              73
  CLUS_3             1              44
  CLUS_4             6             114

Clustering(162) Variable = C12ORF36 MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C12ORF36 MUTATED        2      3      2      3
  C12ORF36 WILD-TYPE     80     48     45     95
D162V1, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                2                 80
  CLUS_2                3                 48
  CLUS_3                2                 45
  CLUS_4                3                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        2      5      3
  C12ORF36 WILD-TYPE     75     90    103
D162V2, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                2                 75
  CLUS_2                5                 90
  CLUS_3                3                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C12ORF36 MUTATED        3      1      1      1
  C12ORF36 WILD-TYPE     43     57     25     37
D162V3, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                3                 43
  CLUS_2                1                 57
  CLUS_3                1                 25
  CLUS_4                1                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        0      2      4
  C12ORF36 WILD-TYPE     38     68     56
D162V4, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                0                 38
  CLUS_2                2                 68
  CLUS_3                4                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        5      2      3
  C12ORF36 WILD-TYPE     93     76     99
D162V5, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                5                 93
  CLUS_2                2                 76
  CLUS_3                3                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        4      4      2
  C12ORF36 WILD-TYPE     69    130     69
D162V6, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                4                 69
  CLUS_2                4                130
  CLUS_3                2                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        4      3      3
  C12ORF36 WILD-TYPE     63    114     82
D162V7, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                4                 63
  CLUS_2                3                114
  CLUS_3                3                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        1      4      5
  C12ORF36 WILD-TYPE     26    156     77
D162V8, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                1                 26
  CLUS_2                4                156
  CLUS_3                5                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  C12ORF36 MUTATED        5      2      3
  C12ORF36 WILD-TYPE     77    108     74
D162V9, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                5                 77
  CLUS_2                2                108
  CLUS_3                3                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  C12ORF36 MUTATED        1      4      2      3
  C12ORF36 WILD-TYPE     24     75     43    117
D162V10, multiclass
        clus
vv       C12ORF36 MUTATED C12ORF36 WILD-TYPE
  CLUS_1                1                 24
  CLUS_2                4                 75
  CLUS_3                2                 43
  CLUS_4                3                117

Clustering(163) Variable = SDPR MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SDPR MUTATED        6      2      2      9
  SDPR WILD-TYPE     76     49     45     89
D163V1, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            6             76
  CLUS_2            2             49
  CLUS_3            2             45
  CLUS_4            9             89
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        5      9      5
  SDPR WILD-TYPE     72     86    101
D163V2, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            5             72
  CLUS_2            9             86
  CLUS_3            5            101
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SDPR MUTATED        3      5      2      2
  SDPR WILD-TYPE     43     53     24     36
D163V3, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            3             43
  CLUS_2            5             53
  CLUS_3            2             24
  CLUS_4            2             36
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        2      4      6
  SDPR WILD-TYPE     36     66     54
D163V4, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            2             36
  CLUS_2            4             66
  CLUS_3            6             54
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        6      3     10
  SDPR WILD-TYPE     92     75     92
D163V5, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            6             92
  CLUS_2            3             75
  CLUS_3           10             92
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        6      9      4
  SDPR WILD-TYPE     67    125     67
D163V6, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            6             67
  CLUS_2            9            125
  CLUS_3            4             67
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        5      7      7
  SDPR WILD-TYPE     62    110     78
D163V7, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            5             62
  CLUS_2            7            110
  CLUS_3            7             78
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        2     11      6
  SDPR WILD-TYPE     25    149     76
D163V8, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            2             25
  CLUS_2           11            149
  CLUS_3            6             76
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  SDPR MUTATED        5      9      5
  SDPR WILD-TYPE     77    101     72
D163V9, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            5             77
  CLUS_2            9            101
  CLUS_3            5             72
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  SDPR MUTATED        2      6      1     10
  SDPR WILD-TYPE     23     73     44    110
D163V10, multiclass
        clus
vv       SDPR MUTATED SDPR WILD-TYPE
  CLUS_1            2             23
  CLUS_2            6             73
  CLUS_3            1             44
  CLUS_4           10            110

Clustering(164) Variable = GPC5 MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GPC5 MUTATED        7      7      4     13
  GPC5 WILD-TYPE     75     44     43     85
D164V1, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            7             75
  CLUS_2            7             44
  CLUS_3            4             43
  CLUS_4           13             85
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED        7      9     15
  GPC5 WILD-TYPE     70     86     91
D164V2, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            7             70
  CLUS_2            9             86
  CLUS_3           15             91
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GPC5 MUTATED        5      5      2      6
  GPC5 WILD-TYPE     41     53     24     32
D164V3, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            5             41
  CLUS_2            5             53
  CLUS_3            2             24
  CLUS_4            6             32
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED        5      8      5
  GPC5 WILD-TYPE     33     62     55
D164V4, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            5             33
  CLUS_2            8             62
  CLUS_3            5             55
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED        5     12     14
  GPC5 WILD-TYPE     93     66     88
D164V5, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            5             93
  CLUS_2           12             66
  CLUS_3           14             88
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED        4     18      9
  GPC5 WILD-TYPE     69    116     62
D164V6, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            4             69
  CLUS_2           18            116
  CLUS_3            9             62
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED        9     11     10
  GPC5 WILD-TYPE     58    106     75
D164V7, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            9             58
  CLUS_2           11            106
  CLUS_3           10             75
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED        3     17     10
  GPC5 WILD-TYPE     24    143     72
D164V8, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            3             24
  CLUS_2           17            143
  CLUS_3           10             72
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  GPC5 MUTATED        9     11     10
  GPC5 WILD-TYPE     73     99     67
D164V9, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            9             73
  CLUS_2           11             99
  CLUS_3           10             67
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  GPC5 MUTATED        2     10      4     14
  GPC5 WILD-TYPE     23     69     41    106
D164V10, multiclass
        clus
vv       GPC5 MUTATED GPC5 WILD-TYPE
  CLUS_1            2             23
  CLUS_2           10             69
  CLUS_3            4             41
  CLUS_4           14            106

Clustering(165) Variable = CCDC28A MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CCDC28A MUTATED        2      0      2      6
  CCDC28A WILD-TYPE     80     51     45     92
D165V1, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               2                80
  CLUS_2               0                51
  CLUS_3               2                45
  CLUS_4               6                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        1      4      5
  CCDC28A WILD-TYPE     76     91    101
D165V2, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               1                76
  CLUS_2               4                91
  CLUS_3               5               101
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CCDC28A MUTATED        3      2      1      1
  CCDC28A WILD-TYPE     43     56     25     37
D165V3, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               3                43
  CLUS_2               2                56
  CLUS_3               1                25
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        3      1      3
  CCDC28A WILD-TYPE     35     69     57
D165V4, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               3                35
  CLUS_2               1                69
  CLUS_3               3                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        3      5      2
  CCDC28A WILD-TYPE     95     73    100
D165V5, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               3                95
  CLUS_2               5                73
  CLUS_3               2               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        3      6      1
  CCDC28A WILD-TYPE     70    128     70
D165V6, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               3                70
  CLUS_2               6               128
  CLUS_3               1                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        2      4      4
  CCDC28A WILD-TYPE     65    113     81
D165V7, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               2                65
  CLUS_2               4               113
  CLUS_3               4                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        0      6      4
  CCDC28A WILD-TYPE     27    154     78
D165V8, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               0                27
  CLUS_2               6               154
  CLUS_3               4                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  CCDC28A MUTATED        3      4      3
  CCDC28A WILD-TYPE     79    106     74
D165V9, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               3                79
  CLUS_2               4               106
  CLUS_3               3                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  CCDC28A MUTATED        0      3      2      5
  CCDC28A WILD-TYPE     25     76     43    115
D165V10, multiclass
        clus
vv       CCDC28A MUTATED CCDC28A WILD-TYPE
  CLUS_1               0                25
  CLUS_2               3                76
  CLUS_3               2                43
  CLUS_4               5               115

Clustering(166) Variable = DDX3X MUTATION ANALYSIS
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DDX3X MUTATED        5      2      2     10
  DDX3X WILD-TYPE     77     49     45     88
D166V1, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             5              77
  CLUS_2             2              49
  CLUS_3             2              45
  CLUS_4            10              88
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        6      6      7
  DDX3X WILD-TYPE     71     89     99
D166V2, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             6              71
  CLUS_2             6              89
  CLUS_3             7              99
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DDX3X MUTATED        5      4      1      5
  DDX3X WILD-TYPE     41     54     25     33
D166V3, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             5              41
  CLUS_2             4              54
  CLUS_3             1              25
  CLUS_4             5              33
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        6      6      3
  DDX3X WILD-TYPE     32     64     57
D166V4, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             6              32
  CLUS_2             6              64
  CLUS_3             3              57
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        5      7      7
  DDX3X WILD-TYPE     93     71     95
D166V5, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             5              93
  CLUS_2             7              71
  CLUS_3             7              95
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        6      9      4
  DDX3X WILD-TYPE     67    125     67
D166V6, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             6              67
  CLUS_2             9             125
  CLUS_3             4              67
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        4      9      6
  DDX3X WILD-TYPE     63    108     79
D166V7, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              63
  CLUS_2             9             108
  CLUS_3             6              79
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        4     11      4
  DDX3X WILD-TYPE     23    149     78
D166V8, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              23
  CLUS_2            11             149
  CLUS_3             4              78
                 vv
clus              CLUS_1 CLUS_2 CLUS_3
  DDX3X MUTATED        4      8      7
  DDX3X WILD-TYPE     78    102     70
D166V9, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              78
  CLUS_2             8             102
  CLUS_3             7              70
                 vv
clus              CLUS_1 CLUS_2 CLUS_3 CLUS_4
  DDX3X MUTATED        2      3      4     10
  DDX3X WILD-TYPE     23     76     41    110
D166V10, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             2              23
  CLUS_2             3              76
  CLUS_3             4              41
  CLUS_4            10             110

Clustering(167) Variable = MC2R MUTATION ANALYSIS
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MC2R MUTATED        2      1      1      1
  MC2R WILD-TYPE     80     50     46     97
D167V1, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            2             80
  CLUS_2            1             50
  CLUS_3            1             46
  CLUS_4            1             97
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        1      3      1
  MC2R WILD-TYPE     76     92    105
D167V2, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            1             76
  CLUS_2            3             92
  CLUS_3            1            105
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MC2R MUTATED        1      2      1      1
  MC2R WILD-TYPE     45     56     25     37
D167V3, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            1             45
  CLUS_2            2             56
  CLUS_3            1             25
  CLUS_4            1             37
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        0      4      1
  MC2R WILD-TYPE     38     66     59
D167V4, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            0             38
  CLUS_2            4             66
  CLUS_3            1             59
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        2      1      2
  MC2R WILD-TYPE     96     77    100
D167V5, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            2             96
  CLUS_2            1             77
  CLUS_3            2            100
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        2      1      2
  MC2R WILD-TYPE     71    133     69
D167V6, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            2             71
  CLUS_2            1            133
  CLUS_3            2             69
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        0      4      1
  MC2R WILD-TYPE     67    113     84
D167V7, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            0             67
  CLUS_2            4            113
  CLUS_3            1             84
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        0      4      1
  MC2R WILD-TYPE     27    156     81
D167V8, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            0             27
  CLUS_2            4            156
  CLUS_3            1             81
                vv
clus             CLUS_1 CLUS_2 CLUS_3
  MC2R MUTATED        0      4      1
  MC2R WILD-TYPE     82    106     76
D167V9, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            0             82
  CLUS_2            4            106
  CLUS_3            1             76
                vv
clus             CLUS_1 CLUS_2 CLUS_3 CLUS_4
  MC2R MUTATED        0      1      0      4
  MC2R WILD-TYPE     25     78     45    116
D167V10, multiclass
        clus
vv       MC2R MUTATED MC2R WILD-TYPE
  CLUS_1            0             25
  CLUS_2            1             78
  CLUS_3            0             45
  CLUS_4            4            116
> q(save="no")
