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

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> source("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Cluster_mutation_onlysig.3.4048/Clusters2ClinicalAnalysis_nozzle_onlysig.R")
> result <- main("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Cluster_mutation_onlysig.3.4048/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-iD=/xchip/cga/gdac-prod/tcga-gdac-genepattern/jobResults/480195/SKCM-TM.mutsig.cluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering_new/SKCM-TM/4431613/SKCM-TM.transferedmergedcluster.txt", "-fF=ALL", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=SKCM-TM", "-nV=Nozzle.R1", "-OP=MUTSIG", "-iT=", "-iX=")
[1] "nver"          "-nV=Nozzle.R1"
[1] "nfn"                                 "/xchip/tcga/Tools/Nozzle/v1.current"
[1] "Nozzle.R1"
[1] "successfully load Nozzle.R1"
[1] "ofn"         "-oT=SKCM-TM"
[1] "opt"        "-OP=MUTSIG"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"    "MUTSIG"
[1] "dx" ""  

nPatients in clinical file=267, in cluster file=228, common to both=228
[1] 115 228
[1] "C15ORF23 MUTATION ANALYSIS"
[1] 3
  C15ORF23 MUTATED C15ORF23 WILD-TYPE 
                14                214 
  C15ORF23 MUTATED C15ORF23 WILD-TYPE 
                14                214 
[1] "POLDIP2 MUTATION ANALYSIS"
[1] 3
  POLDIP2 MUTATED POLDIP2 WILD-TYPE 
                8               220 
  POLDIP2 MUTATED POLDIP2 WILD-TYPE 
                8               220 
[1] "NUDT11 MUTATION ANALYSIS"
[1] 3
  NUDT11 MUTATED NUDT11 WILD-TYPE 
               8              220 
  NUDT11 MUTATED NUDT11 WILD-TYPE 
               8              220 
[1] "CDKN2A MUTATION ANALYSIS"
[1] 3
  CDKN2A MUTATED CDKN2A WILD-TYPE 
              34              194 
  CDKN2A MUTATED CDKN2A WILD-TYPE 
              34              194 
[1] "NRAS MUTATION ANALYSIS"
[1] 3
  NRAS MUTATED NRAS WILD-TYPE 
            67            161 
  NRAS MUTATED NRAS WILD-TYPE 
            67            161 
[1] "BRAF MUTATION ANALYSIS"
[1] 3
  BRAF MUTATED BRAF WILD-TYPE 
           117            111 
  BRAF MUTATED BRAF WILD-TYPE 
           117            111 
[1] "OXA1L MUTATION ANALYSIS"
[1] 3
  OXA1L MUTATED OXA1L WILD-TYPE 
              7             221 
  OXA1L MUTATED OXA1L WILD-TYPE 
              7             221 
[1] "TTN MUTATION ANALYSIS"
[1] 3
  TTN MUTATED TTN WILD-TYPE 
          177            51 
  TTN MUTATED TTN WILD-TYPE 
          177            51 
[1] "UGT2B15 MUTATION ANALYSIS"
[1] 3
  UGT2B15 MUTATED UGT2B15 WILD-TYPE 
               21               207 
  UGT2B15 MUTATED UGT2B15 WILD-TYPE 
               21               207 
[1] "TP53 MUTATION ANALYSIS"
[1] 3
  TP53 MUTATED TP53 WILD-TYPE 
            35            193 
  TP53 MUTATED TP53 WILD-TYPE 
            35            193 
[1] "STK19 MUTATION ANALYSIS"
[1] 3
  STK19 MUTATED STK19 WILD-TYPE 
             11             217 
  STK19 MUTATED STK19 WILD-TYPE 
             11             217 
[1] "PTEN MUTATION ANALYSIS"
[1] 3
  PTEN MUTATED PTEN WILD-TYPE 
            18            210 
  PTEN MUTATED PTEN WILD-TYPE 
            18            210 
[1] "DSG1 MUTATION ANALYSIS"
[1] 3
  DSG1 MUTATED DSG1 WILD-TYPE 
            39            189 
  DSG1 MUTATED DSG1 WILD-TYPE 
            39            189 
[1] "PPP6C MUTATION ANALYSIS"
[1] 3
  PPP6C MUTATED PPP6C WILD-TYPE 
             18             210 
  PPP6C MUTATED PPP6C WILD-TYPE 
             18             210 
[1] "AOAH MUTATION ANALYSIS"
[1] 3
  AOAH MUTATED AOAH WILD-TYPE 
            21            207 
  AOAH MUTATED AOAH WILD-TYPE 
            21            207 
[1] "RAC1 MUTATION ANALYSIS"
[1] 3
  RAC1 MUTATED RAC1 WILD-TYPE 
            17            211 
  RAC1 MUTATED RAC1 WILD-TYPE 
            17            211 
[1] "OR51S1 MUTATION ANALYSIS"
[1] 3
  OR51S1 MUTATED OR51S1 WILD-TYPE 
              27              201 
  OR51S1 MUTATED OR51S1 WILD-TYPE 
              27              201 
[1] "IDH1 MUTATION ANALYSIS"
[1] 3
  IDH1 MUTATED IDH1 WILD-TYPE 
            12            216 
  IDH1 MUTATED IDH1 WILD-TYPE 
            12            216 
[1] "IL32 MUTATION ANALYSIS"
[1] 3
  IL32 MUTATED IL32 WILD-TYPE 
             9            219 
  IL32 MUTATED IL32 WILD-TYPE 
             9            219 
[1] "PPIAL4G MUTATION ANALYSIS"
[1] 3
  PPIAL4G MUTATED PPIAL4G WILD-TYPE 
               12               216 
  PPIAL4G MUTATED PPIAL4G WILD-TYPE 
               12               216 
[1] "THEMIS MUTATION ANALYSIS"
[1] 3
  THEMIS MUTATED THEMIS WILD-TYPE 
              27              201 
  THEMIS MUTATED THEMIS WILD-TYPE 
              27              201 
[1] "LRTM1 MUTATION ANALYSIS"
[1] 3
  LRTM1 MUTATED LRTM1 WILD-TYPE 
             23             205 
  LRTM1 MUTATED LRTM1 WILD-TYPE 
             23             205 
[1] "TCEB3C MUTATION ANALYSIS"
[1] 3
  TCEB3C MUTATED TCEB3C WILD-TYPE 
              26              202 
  TCEB3C MUTATED TCEB3C WILD-TYPE 
              26              202 
[1] "GPR141 MUTATION ANALYSIS"
[1] 3
  GPR141 MUTATED GPR141 WILD-TYPE 
              14              214 
  GPR141 MUTATED GPR141 WILD-TYPE 
              14              214 
[1] "CHGB MUTATION ANALYSIS"
[1] 3
  CHGB MUTATED CHGB WILD-TYPE 
            25            203 
  CHGB MUTATED CHGB WILD-TYPE 
            25            203 
[1] "ELF5 MUTATION ANALYSIS"
[1] 3
  ELF5 MUTATED ELF5 WILD-TYPE 
             6            222 
  ELF5 MUTATED ELF5 WILD-TYPE 
             6            222 
[1] "NMNAT3 MUTATION ANALYSIS"
[1] 3
  NMNAT3 MUTATED NMNAT3 WILD-TYPE 
               8              220 
  NMNAT3 MUTATED NMNAT3 WILD-TYPE 
               8              220 
[1] "C6ORF223 MUTATION ANALYSIS"
[1] 3
  C6ORF223 MUTATED C6ORF223 WILD-TYPE 
                 6                222 
  C6ORF223 MUTATED C6ORF223 WILD-TYPE 
                 6                222 
[1] "EIF2B1 MUTATION ANALYSIS"
[1] 3
  EIF2B1 MUTATED EIF2B1 WILD-TYPE 
               9              219 
  EIF2B1 MUTATED EIF2B1 WILD-TYPE 
               9              219 
[1] "DNAH7 MUTATION ANALYSIS"
[1] 3
  DNAH7 MUTATED DNAH7 WILD-TYPE 
             83             145 
  DNAH7 MUTATED DNAH7 WILD-TYPE 
             83             145 
[1] "COPG2 MUTATION ANALYSIS"
[1] 3
  COPG2 MUTATED COPG2 WILD-TYPE 
              9             219 
  COPG2 MUTATED COPG2 WILD-TYPE 
              9             219 
[1] "RAPGEF5 MUTATION ANALYSIS"
[1] 3
  RAPGEF5 MUTATED RAPGEF5 WILD-TYPE 
               12               216 
  RAPGEF5 MUTATED RAPGEF5 WILD-TYPE 
               12               216 
[1] "C1QTNF9 MUTATION ANALYSIS"
[1] 3
  C1QTNF9 MUTATED C1QTNF9 WILD-TYPE 
               14               214 
  C1QTNF9 MUTATED C1QTNF9 WILD-TYPE 
               14               214 
[1] "MS4A2 MUTATION ANALYSIS"
[1] 3
  MS4A2 MUTATED MS4A2 WILD-TYPE 
             10             218 
  MS4A2 MUTATED MS4A2 WILD-TYPE 
             10             218 
[1] "SCN5A MUTATION ANALYSIS"
[1] 3
  SCN5A MUTATED SCN5A WILD-TYPE 
             57             171 
  SCN5A MUTATED SCN5A WILD-TYPE 
             57             171 
[1] "MPP7 MUTATION ANALYSIS"
[1] 3
  MPP7 MUTATED MPP7 WILD-TYPE 
            25            203 
  MPP7 MUTATED MPP7 WILD-TYPE 
            25            203 
[1] "FAM58A MUTATION ANALYSIS"
[1] 3
  FAM58A MUTATED FAM58A WILD-TYPE 
               5              223 
  FAM58A MUTATED FAM58A WILD-TYPE 
               5              223 
[1] "TSHB MUTATION ANALYSIS"
[1] 3
  TSHB MUTATED TSHB WILD-TYPE 
             5            223 
  TSHB MUTATED TSHB WILD-TYPE 
             5            223 
[1] "LCE1B MUTATION ANALYSIS"
[1] 3
  LCE1B MUTATED LCE1B WILD-TYPE 
             12             216 
  LCE1B MUTATED LCE1B WILD-TYPE 
             12             216 
[1] "TCHHL1 MUTATION ANALYSIS"
[1] 3
  TCHHL1 MUTATED TCHHL1 WILD-TYPE 
              31              197 
  TCHHL1 MUTATED TCHHL1 WILD-TYPE 
              31              197 
[1] "OR4E2 MUTATION ANALYSIS"
[1] 3
  OR4E2 MUTATED OR4E2 WILD-TYPE 
             20             208 
  OR4E2 MUTATED OR4E2 WILD-TYPE 
             20             208 
[1] "ANKRD20A4 MUTATION ANALYSIS"
[1] 3
  ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE 
                  5                 223 
  ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE 
                  5                 223 
[1] "LOC649330 MUTATION ANALYSIS"
[1] 3
  LOC649330 MUTATED LOC649330 WILD-TYPE 
                 24                 204 
  LOC649330 MUTATED LOC649330 WILD-TYPE 
                 24                 204 
[1] "PENK MUTATION ANALYSIS"
[1] 3
  PENK MUTATED PENK WILD-TYPE 
            20            208 
  PENK MUTATED PENK WILD-TYPE 
            20            208 
[1] "KLRC3 MUTATION ANALYSIS"
[1] 3
  KLRC3 MUTATED KLRC3 WILD-TYPE 
             10             218 
  KLRC3 MUTATED KLRC3 WILD-TYPE 
             10             218 
[1] "UNC119B MUTATION ANALYSIS"
[1] 3
  UNC119B MUTATED UNC119B WILD-TYPE 
                6               222 
  UNC119B MUTATED UNC119B WILD-TYPE 
                6               222 
[1] "CAPZA3 MUTATION ANALYSIS"
[1] 3
  CAPZA3 MUTATED CAPZA3 WILD-TYPE 
              17              211 
  CAPZA3 MUTATED CAPZA3 WILD-TYPE 
              17              211 
[1] "PRC1 MUTATION ANALYSIS"
[1] 3
  PRC1 MUTATED PRC1 WILD-TYPE 
            13            215 
  PRC1 MUTATED PRC1 WILD-TYPE 
            13            215 
[1] "PCDP1 MUTATION ANALYSIS"
[1] 3
  PCDP1 MUTATED PCDP1 WILD-TYPE 
             15             213 
  PCDP1 MUTATED PCDP1 WILD-TYPE 
             15             213 
[1] "PROL1 MUTATION ANALYSIS"
[1] 3
  PROL1 MUTATED PROL1 WILD-TYPE 
             21             207 
  PROL1 MUTATED PROL1 WILD-TYPE 
             21             207 
[1] "SORT1 MUTATION ANALYSIS"
[1] 3
  SORT1 MUTATED SORT1 WILD-TYPE 
             10             218 
  SORT1 MUTATED SORT1 WILD-TYPE 
             10             218 
[1] "LRRC4C MUTATION ANALYSIS"
[1] 3
  LRRC4C MUTATED LRRC4C WILD-TYPE 
              33              195 
  LRRC4C MUTATED LRRC4C WILD-TYPE 
              33              195 
[1] "ZFP106 MUTATION ANALYSIS"
[1] 3
  ZFP106 MUTATED ZFP106 WILD-TYPE 
              10              218 
  ZFP106 MUTATED ZFP106 WILD-TYPE 
              10              218 
[1] "HRNR MUTATION ANALYSIS"
[1] 3
  HRNR MUTATED HRNR WILD-TYPE 
            48            180 
  HRNR MUTATED HRNR WILD-TYPE 
            48            180 
[1] "OR2W1 MUTATION ANALYSIS"
[1] 3
  OR2W1 MUTATED OR2W1 WILD-TYPE 
             17             211 
  OR2W1 MUTATED OR2W1 WILD-TYPE 
             17             211 
[1] "KCNB2 MUTATION ANALYSIS"
[1] 3
  KCNB2 MUTATED KCNB2 WILD-TYPE 
             52             176 
  KCNB2 MUTATED KCNB2 WILD-TYPE 
             52             176 
[1] "C2 MUTATION ANALYSIS"
[1] 3
  C2 MUTATED C2 WILD-TYPE 
          12          216 
  C2 MUTATED C2 WILD-TYPE 
          12          216 
[1] "GCOM1 MUTATION ANALYSIS"
[1] 3
  GCOM1 MUTATED GCOM1 WILD-TYPE 
             21             207 
  GCOM1 MUTATED GCOM1 WILD-TYPE 
             21             207 
[1] "SERPINB10 MUTATION ANALYSIS"
[1] 3
  SERPINB10 MUTATED SERPINB10 WILD-TYPE 
                 13                 215 
  SERPINB10 MUTATED SERPINB10 WILD-TYPE 
                 13                 215 
[1] "C18ORF26 MUTATION ANALYSIS"
[1] 3
  C18ORF26 MUTATED C18ORF26 WILD-TYPE 
                14                214 
  C18ORF26 MUTATED C18ORF26 WILD-TYPE 
                14                214 
[1] "SGCZ MUTATION ANALYSIS"
[1] 3
  SGCZ MUTATED SGCZ WILD-TYPE 
            22            206 
  SGCZ MUTATED SGCZ WILD-TYPE 
            22            206 
[1] "CCNE2 MUTATION ANALYSIS"
[1] 3
  CCNE2 MUTATED CCNE2 WILD-TYPE 
             12             216 
  CCNE2 MUTATED CCNE2 WILD-TYPE 
             12             216 
[1] "CYP4X1 MUTATION ANALYSIS"
[1] 3
  CYP4X1 MUTATED CYP4X1 WILD-TYPE 
              16              212 
  CYP4X1 MUTATED CYP4X1 WILD-TYPE 
              16              212 
[1] "POM121 MUTATION ANALYSIS"
[1] 3
  POM121 MUTATED POM121 WILD-TYPE 
              15              213 
  POM121 MUTATED POM121 WILD-TYPE 
              15              213 
[1] "KIAA2022 MUTATION ANALYSIS"
[1] 3
  KIAA2022 MUTATED KIAA2022 WILD-TYPE 
                44                184 
  KIAA2022 MUTATED KIAA2022 WILD-TYPE 
                44                184 
[1] "KIAA1486 MUTATION ANALYSIS"
[1] 3
  KIAA1486 MUTATED KIAA1486 WILD-TYPE 
                25                203 
  KIAA1486 MUTATED KIAA1486 WILD-TYPE 
                25                203 
[1] "TBC1D3B MUTATION ANALYSIS"
[1] 3
  TBC1D3B MUTATED TBC1D3B WILD-TYPE 
                5               223 
  TBC1D3B MUTATED TBC1D3B WILD-TYPE 
                5               223 
[1] "B2M MUTATION ANALYSIS"
[1] 3
  B2M MUTATED B2M WILD-TYPE 
            5           223 
  B2M MUTATED B2M WILD-TYPE 
            5           223 
[1] "DGAT2L6 MUTATION ANALYSIS"
[1] 3
  DGAT2L6 MUTATED DGAT2L6 WILD-TYPE 
               11               217 
  DGAT2L6 MUTATED DGAT2L6 WILD-TYPE 
               11               217 
[1] "EIF3D MUTATION ANALYSIS"
[1] 3
  EIF3D MUTATED EIF3D WILD-TYPE 
              4             224 
  EIF3D MUTATED EIF3D WILD-TYPE 
              4             224 
[1] "SIRPB1 MUTATION ANALYSIS"
[1] 3
  SIRPB1 MUTATED SIRPB1 WILD-TYPE 
              18              210 
  SIRPB1 MUTATED SIRPB1 WILD-TYPE 
              18              210 
[1] "CYP7B1 MUTATION ANALYSIS"
[1] 3
  CYP7B1 MUTATED CYP7B1 WILD-TYPE 
              18              210 
  CYP7B1 MUTATED CYP7B1 WILD-TYPE 
              18              210 
[1] "PDE1A MUTATION ANALYSIS"
[1] 3
  PDE1A MUTATED PDE1A WILD-TYPE 
             32             196 
  PDE1A MUTATED PDE1A WILD-TYPE 
             32             196 
[1] "C9ORF119 MUTATION ANALYSIS"
[1] 3
  C9ORF119 MUTATED C9ORF119 WILD-TYPE 
                 8                220 
  C9ORF119 MUTATED C9ORF119 WILD-TYPE 
                 8                220 
[1] "TUBAL3 MUTATION ANALYSIS"
[1] 3
  TUBAL3 MUTATED TUBAL3 WILD-TYPE 
              10              218 
  TUBAL3 MUTATED TUBAL3 WILD-TYPE 
              10              218 
[1] "NUDT4 MUTATION ANALYSIS"
[1] 3
  NUDT4 MUTATED NUDT4 WILD-TYPE 
              5             223 
  NUDT4 MUTATED NUDT4 WILD-TYPE 
              5             223 
[1] "FAM113B MUTATION ANALYSIS"
[1] 3
  FAM113B MUTATED FAM113B WILD-TYPE 
               20               208 
  FAM113B MUTATED FAM113B WILD-TYPE 
               20               208 
[1] "CYP4Z1 MUTATION ANALYSIS"
[1] 3
  CYP4Z1 MUTATED CYP4Z1 WILD-TYPE 
              19              209 
  CYP4Z1 MUTATED CYP4Z1 WILD-TYPE 
              19              209 
[1] "SLC9A11 MUTATION ANALYSIS"
[1] 3
  SLC9A11 MUTATED SLC9A11 WILD-TYPE 
               36               192 
  SLC9A11 MUTATED SLC9A11 WILD-TYPE 
               36               192 
[1] "DISP1 MUTATION ANALYSIS"
[1] 3
  DISP1 MUTATED DISP1 WILD-TYPE 
             30             198 
  DISP1 MUTATED DISP1 WILD-TYPE 
             30             198 
[1] "C2ORF39 MUTATION ANALYSIS"
[1] 3
  C2ORF39 MUTATED C2ORF39 WILD-TYPE 
                9               219 
  C2ORF39 MUTATED C2ORF39 WILD-TYPE 
                9               219 
[1] "APCS MUTATION ANALYSIS"
[1] 3
  APCS MUTATED APCS WILD-TYPE 
            11            217 
  APCS MUTATED APCS WILD-TYPE 
            11            217 
[1] "SLC10A2 MUTATION ANALYSIS"
[1] 3
  SLC10A2 MUTATED SLC10A2 WILD-TYPE 
               20               208 
  SLC10A2 MUTATED SLC10A2 WILD-TYPE 
               20               208 
[1] "DNER MUTATION ANALYSIS"
[1] 3
  DNER MUTATED DNER WILD-TYPE 
            22            206 
  DNER MUTATED DNER WILD-TYPE 
            22            206 
[1] "FIGLA MUTATION ANALYSIS"
[1] 3
  FIGLA MUTATED FIGLA WILD-TYPE 
              3             225 
  FIGLA MUTATED FIGLA WILD-TYPE 
              3             225 
[1] "C7ORF58 MUTATION ANALYSIS"
[1] 3
  C7ORF58 MUTATED C7ORF58 WILD-TYPE 
               29               199 
  C7ORF58 MUTATED C7ORF58 WILD-TYPE 
               29               199 
[1] "LPAR1 MUTATION ANALYSIS"
[1] 3
  LPAR1 MUTATED LPAR1 WILD-TYPE 
             12             216 
  LPAR1 MUTATED LPAR1 WILD-TYPE 
             12             216 
[1] "ST6GAL2 MUTATION ANALYSIS"
[1] 3
  ST6GAL2 MUTATED ST6GAL2 WILD-TYPE 
               33               195 
  ST6GAL2 MUTATED ST6GAL2 WILD-TYPE 
               33               195 
[1] "IGF2BP3 MUTATION ANALYSIS"
[1] 3
  IGF2BP3 MUTATED IGF2BP3 WILD-TYPE 
                6               222 
  IGF2BP3 MUTATED IGF2BP3 WILD-TYPE 
                6               222 
[1] "DDX3X MUTATION ANALYSIS"
[1] 3
  DDX3X MUTATED DDX3X WILD-TYPE 
             18             210 
  DDX3X MUTATED DDX3X WILD-TYPE 
             18             210 
[1] "POTEG MUTATION ANALYSIS"
[1] 3
  POTEG MUTATED POTEG WILD-TYPE 
             25             203 
  POTEG MUTATED POTEG WILD-TYPE 
             25             203 
[1] "FASLG MUTATION ANALYSIS"
[1] 3
  FASLG MUTATED FASLG WILD-TYPE 
             11             217 
  FASLG MUTATED FASLG WILD-TYPE 
             11             217 
[1] "SV2B MUTATION ANALYSIS"
[1] 3
  SV2B MUTATED SV2B WILD-TYPE 
            25            203 
  SV2B MUTATED SV2B WILD-TYPE 
            25            203 
[1] "ZFX MUTATION ANALYSIS"
[1] 3
  ZFX MUTATED ZFX WILD-TYPE 
           12           216 
  ZFX MUTATED ZFX WILD-TYPE 
           12           216 
[1] "PHGDH MUTATION ANALYSIS"
[1] 3
  PHGDH MUTATED PHGDH WILD-TYPE 
              9             219 
  PHGDH MUTATED PHGDH WILD-TYPE 
              9             219 
[1] "ARL16 MUTATION ANALYSIS"
[1] 3
  ARL16 MUTATED ARL16 WILD-TYPE 
              7             221 
  ARL16 MUTATED ARL16 WILD-TYPE 
              7             221 
[1] "SPTLC3 MUTATION ANALYSIS"
[1] 3
  SPTLC3 MUTATED SPTLC3 WILD-TYPE 
              17              211 
  SPTLC3 MUTATED SPTLC3 WILD-TYPE 
              17              211 
[1] "CX3CL1 MUTATION ANALYSIS"
[1] 3
  CX3CL1 MUTATED CX3CL1 WILD-TYPE 
               4              224 
  CX3CL1 MUTATED CX3CL1 WILD-TYPE 
               4              224 
[1] "ACD MUTATION ANALYSIS"
[1] 3
  ACD MUTATED ACD WILD-TYPE 
            9           219 
  ACD MUTATED ACD WILD-TYPE 
            9           219 
[1] "TRHDE MUTATION ANALYSIS"
[1] 3
  TRHDE MUTATED TRHDE WILD-TYPE 
             41             187 
  TRHDE MUTATED TRHDE WILD-TYPE 
             41             187 
[1] "ADAMTS2 MUTATION ANALYSIS"
[1] 3
  ADAMTS2 MUTATED ADAMTS2 WILD-TYPE 
               24               204 
  ADAMTS2 MUTATED ADAMTS2 WILD-TYPE 
               24               204 
[1] "NF1 MUTATION ANALYSIS"
[1] 3
  NF1 MUTATED NF1 WILD-TYPE 
           32           196 
  NF1 MUTATED NF1 WILD-TYPE 
           32           196 
[1] "OR4K1 MUTATION ANALYSIS"
[1] 3
  OR4K1 MUTATED OR4K1 WILD-TYPE 
             26             202 
  OR4K1 MUTATED OR4K1 WILD-TYPE 
             26             202 
[1] "PCSK1 MUTATION ANALYSIS"
[1] 3
  PCSK1 MUTATED PCSK1 WILD-TYPE 
             19             209 
  PCSK1 MUTATED PCSK1 WILD-TYPE 
             19             209 
[1] "KRT78 MUTATION ANALYSIS"
[1] 3
  KRT78 MUTATED KRT78 WILD-TYPE 
             16             212 
  KRT78 MUTATED KRT78 WILD-TYPE 
             16             212 
[1] "ZNF595 MUTATION ANALYSIS"
[1] 3
  ZNF595 MUTATED ZNF595 WILD-TYPE 
              10              218 
  ZNF595 MUTATED ZNF595 WILD-TYPE 
              10              218 
[1] "AMHR2 MUTATION ANALYSIS"
[1] 3
  AMHR2 MUTATED AMHR2 WILD-TYPE 
             14             214 
  AMHR2 MUTATED AMHR2 WILD-TYPE 
             14             214 
[1] "RBM46 MUTATION ANALYSIS"
[1] 3
  RBM46 MUTATED RBM46 WILD-TYPE 
             15             213 
  RBM46 MUTATED RBM46 WILD-TYPE 
             15             213 
[1] "IL1F7 MUTATION ANALYSIS"
[1] 3
  IL1F7 MUTATED IL1F7 WILD-TYPE 
             10             218 
  IL1F7 MUTATED IL1F7 WILD-TYPE 
             10             218 
[1] "PREX2 MUTATION ANALYSIS"
[1] 3
  PREX2 MUTATED PREX2 WILD-TYPE 
             55             173 
  PREX2 MUTATED PREX2 WILD-TYPE 
             55             173 
[1] "TRIOBP MUTATION ANALYSIS"
[1] 3
  TRIOBP MUTATED TRIOBP WILD-TYPE 
              35              193 
  TRIOBP MUTATED TRIOBP WILD-TYPE 
              35              193 
[1] "ENAM MUTATION ANALYSIS"
[1] 3
  ENAM MUTATED ENAM WILD-TYPE 
            31            197 
  ENAM MUTATED ENAM WILD-TYPE 
            31            197 
[1] "RBM22 MUTATION ANALYSIS"
[1] 3
  RBM22 MUTATED RBM22 WILD-TYPE 
              7             221 
  RBM22 MUTATED RBM22 WILD-TYPE 
              7             221 
[1] "GK2 MUTATION ANALYSIS"
[1] 3
  GK2 MUTATED GK2 WILD-TYPE 
           29           199 
  GK2 MUTATED GK2 WILD-TYPE 
           29           199 
[1] "CACNA1H MUTATION ANALYSIS"
[1] 3
  CACNA1H MUTATED CACNA1H WILD-TYPE 
               21               207 
  CACNA1H MUTATED CACNA1H WILD-TYPE 
               21               207 
[1] "data2feature, selection=ALL"
 [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 228 columns.

Variable 1:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'RPPA_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'RPPA_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MRNASEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MIRSEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=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=3,	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 228 columns, 0 survival variables, and 10 non-survival variables.
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=3, binary=FALSE, numeric=FALSE
RPPA_CNMF, nv=4, binary=FALSE, numeric=FALSE
RPPA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = C15ORF23 MUTATION ANALYSIS
D1V1, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                2                 70
  CLUS_2                8                 86
  CLUS_3                4                 58
D1V2, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 56
  CLUS_2                6                 74
  CLUS_3                7                 84
D1V3, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                4                 42
  CLUS_2                3                 53
  CLUS_3                2                 23
  CLUS_4                1                 36
D1V4, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                5                 59
  CLUS_2                3                 56
  CLUS_3                2                 39
D1V5, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                5                 74
  CLUS_2                4                 58
  CLUS_3                5                 81
D1V6, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                3                 47
  CLUS_2                7                105
  CLUS_3                4                 61
D1V7, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                2                 47
  CLUS_2                7                 89
  CLUS_3                5                 77
D1V8, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 24
  CLUS_2                3                 69
  CLUS_3               10                120
D1V9, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                2                 67
  CLUS_2                8                 87
  CLUS_3                4                 59
D1V10, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                3                 66
  CLUS_2               10                121
  CLUS_3                1                 26

Clustering(2) Variable = POLDIP2 MUTATION ANALYSIS
D2V1, multiclass
        clus
vv       POLDIP2 MUTATED POLDIP2 WILD-TYPE
  CLUS_1               2                70
  CLUS_2               5                89
  CLUS_3               1                61
D2V2, multiclass
        clus
vv       POLDIP2 MUTATED POLDIP2 WILD-TYPE
  CLUS_1               2                55
  CLUS_2               2                78
  CLUS_3               4                87
D2V3, multiclass
        clus
vv       POLDIP2 MUTATED POLDIP2 WILD-TYPE
  CLUS_1               2                44
  CLUS_2               4                52
  CLUS_3               0                25
  CLUS_4               2                35
D2V4, multiclass
        clus
vv       POLDIP2 MUTATED POLDIP2 WILD-TYPE
  CLUS_1               3                61
  CLUS_2               3                56
  CLUS_3               2                39
D2V5, multiclass
        clus
vv       POLDIP2 MUTATED POLDIP2 WILD-TYPE
  CLUS_1               3                76
  CLUS_2               2                60
  CLUS_3               3                83
D2V6, multiclass
        clus
vv       POLDIP2 MUTATED POLDIP2 WILD-TYPE
  CLUS_1               1                49
  CLUS_2               4               108
  CLUS_3               3                62
D2V7, multiclass
        clus
vv       POLDIP2 MUTATED POLDIP2 WILD-TYPE
  CLUS_1               1                48
  CLUS_2               3                93
  CLUS_3               4                78
D2V8, multiclass
        clus
vv       POLDIP2 MUTATED POLDIP2 WILD-TYPE
  CLUS_1               0                25
  CLUS_2               3                69
  CLUS_3               5               125
D2V9, multiclass
        clus
vv       POLDIP2 MUTATED POLDIP2 WILD-TYPE
  CLUS_1               3                66
  CLUS_2               3                92
  CLUS_3               2                61
D2V10, multiclass
        clus
vv       POLDIP2 MUTATED POLDIP2 WILD-TYPE
  CLUS_1               3                66
  CLUS_2               5               126
  CLUS_3               0                27

Clustering(3) Variable = NUDT11 MUTATION ANALYSIS
D3V1, multiclass
        clus
vv       NUDT11 MUTATED NUDT11 WILD-TYPE
  CLUS_1              2               70
  CLUS_2              3               91
  CLUS_3              3               59
D3V2, multiclass
        clus
vv       NUDT11 MUTATED NUDT11 WILD-TYPE
  CLUS_1              1               56
  CLUS_2              4               76
  CLUS_3              3               88
D3V3, multiclass
        clus
vv       NUDT11 MUTATED NUDT11 WILD-TYPE
  CLUS_1              1               45
  CLUS_2              3               53
  CLUS_3              0               25
  CLUS_4              1               36
D3V4, multiclass
        clus
vv       NUDT11 MUTATED NUDT11 WILD-TYPE
  CLUS_1              2               62
  CLUS_2              2               57
  CLUS_3              1               40
D3V5, multiclass
        clus
vv       NUDT11 MUTATED NUDT11 WILD-TYPE
  CLUS_1              3               76
  CLUS_2              3               59
  CLUS_3              2               84
D3V6, multiclass
        clus
vv       NUDT11 MUTATED NUDT11 WILD-TYPE
  CLUS_1              1               49
  CLUS_2              5              107
  CLUS_3              2               63
D3V7, multiclass
        clus
vv       NUDT11 MUTATED NUDT11 WILD-TYPE
  CLUS_1              2               47
  CLUS_2              3               93
  CLUS_3              2               80
D3V8, multiclass
        clus
vv       NUDT11 MUTATED NUDT11 WILD-TYPE
  CLUS_1              1               24
  CLUS_2              1               71
  CLUS_3              5              125
D3V9, multiclass
        clus
vv       NUDT11 MUTATED NUDT11 WILD-TYPE
  CLUS_1              3               66
  CLUS_2              3               92
  CLUS_3              1               62
D3V10, multiclass
        clus
vv       NUDT11 MUTATED NUDT11 WILD-TYPE
  CLUS_1              1               68
  CLUS_2              5              126
  CLUS_3              1               26

Clustering(4) Variable = CDKN2A MUTATION ANALYSIS
D4V1, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             16               56
  CLUS_2             10               84
  CLUS_3              8               54
D4V2, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              6               51
  CLUS_2             14               66
  CLUS_3             14               77
D4V3, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              7               39
  CLUS_2              6               50
  CLUS_3              9               16
  CLUS_4              6               31
D4V4, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             14               50
  CLUS_2              6               53
  CLUS_3              8               33
D4V5, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             13               66
  CLUS_2              8               54
  CLUS_3             13               73
D4V6, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              6               44
  CLUS_2             14               98
  CLUS_3             14               51
D4V7, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              6               43
  CLUS_2             16               80
  CLUS_3             12               70
D4V8, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              3               22
  CLUS_2              9               63
  CLUS_3             22              108
D4V9, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             11               58
  CLUS_2             14               81
  CLUS_3              9               54
D4V10, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              9               60
  CLUS_2             22              109
  CLUS_3              3               24

Clustering(5) Variable = NRAS MUTATION ANALYSIS
D5V1, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           27             45
  CLUS_2           28             66
  CLUS_3           12             50
D5V2, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           17             40
  CLUS_2           30             50
  CLUS_3           20             71
D5V3, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           15             31
  CLUS_2           19             37
  CLUS_3            6             19
  CLUS_4            9             28
D5V4, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           11             53
  CLUS_2           23             36
  CLUS_3           15             26
D5V5, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           22             57
  CLUS_2           18             44
  CLUS_3           27             59
D5V6, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           14             36
  CLUS_2           31             81
  CLUS_3           22             43
D5V7, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           12             37
  CLUS_2           31             65
  CLUS_3           24             58
D5V8, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1            7             18
  CLUS_2           19             53
  CLUS_3           41             89
D5V9, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           22             47
  CLUS_2           28             67
  CLUS_3           17             46
D5V10, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           17             52
  CLUS_2           42             89
  CLUS_3            8             19

Clustering(6) Variable = BRAF MUTATION ANALYSIS
D6V1, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           33             39
  CLUS_2           45             49
  CLUS_3           39             23
D6V2, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           21             36
  CLUS_2           44             36
  CLUS_3           52             39
D6V3, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           24             22
  CLUS_2           23             33
  CLUS_3           13             12
  CLUS_4           21             16
D6V4, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           35             29
  CLUS_2           24             35
  CLUS_3           22             19
D6V5, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           50             29
  CLUS_2           32             30
  CLUS_3           35             51
D6V6, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           15             35
  CLUS_2           63             49
  CLUS_3           39             26
D6V7, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           31             18
  CLUS_2           42             54
  CLUS_3           44             38
D6V8, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           16              9
  CLUS_2           41             31
  CLUS_3           60             70
D6V9, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           36             33
  CLUS_2           44             51
  CLUS_3           37             26
D6V10, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           41             28
  CLUS_2           60             71
  CLUS_3           16             11

Clustering(7) Variable = OXA1L MUTATION ANALYSIS
D7V1, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             4              68
  CLUS_2             2              92
  CLUS_3             1              61
D7V2, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             2              55
  CLUS_2             3              77
  CLUS_3             2              89
D7V3, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              45
  CLUS_2             2              54
  CLUS_3             1              24
  CLUS_4             1              36
D7V4, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             4              60
  CLUS_2             1              58
  CLUS_3             0              41
D7V5, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              78
  CLUS_2             2              60
  CLUS_3             4              82
D7V6, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             3              47
  CLUS_2             4             108
  CLUS_3             0              65
D7V7, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             2              47
  CLUS_2             4              92
  CLUS_3             1              81
D7V8, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              24
  CLUS_2             1              71
  CLUS_3             5             125
D7V9, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             3              66
  CLUS_2             3              92
  CLUS_3             1              62
D7V10, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              68
  CLUS_2             5             126
  CLUS_3             1              26

Clustering(8) Variable = TTN MUTATION ANALYSIS
D8V1, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          56            16
  CLUS_2          77            17
  CLUS_3          44            18
D8V2, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          36            21
  CLUS_2          65            15
  CLUS_3          76            15
D8V3, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          40             6
  CLUS_2          38            18
  CLUS_3          20             5
  CLUS_4          30             7
D8V4, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          47            17
  CLUS_2          48            11
  CLUS_3          33             8
D8V5, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          64            15
  CLUS_2          51            11
  CLUS_3          62            24
D8V6, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          35            15
  CLUS_2          92            20
  CLUS_3          50            15
D8V7, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          43             6
  CLUS_2          70            26
  CLUS_3          64            18
D8V8, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          22             3
  CLUS_2          57            15
  CLUS_3          98            32
D8V9, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          60             9
  CLUS_2          69            26
  CLUS_3          48            15
D8V10, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          54            15
  CLUS_2          99            32
  CLUS_3          24             3

Clustering(9) Variable = UGT2B15 MUTATION ANALYSIS
D9V1, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               5                67
  CLUS_2              11                83
  CLUS_3               5                57
D9V2, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               3                54
  CLUS_2               7                73
  CLUS_3              11                80
D9V3, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               3                43
  CLUS_2               5                51
  CLUS_3               3                22
  CLUS_4               2                35
D9V4, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               5                59
  CLUS_2               4                55
  CLUS_3               4                37
D9V5, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               7                72
  CLUS_2               8                54
  CLUS_3               6                80
D9V6, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               5                45
  CLUS_2              11               101
  CLUS_3               5                60
D9V7, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               3                46
  CLUS_2               6                90
  CLUS_3              12                70
D9V8, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               1                24
  CLUS_2               9                63
  CLUS_3              11               119
D9V9, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               4                65
  CLUS_2               6                89
  CLUS_3              11                52
D9V10, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               8                61
  CLUS_2              11               120
  CLUS_3               2                25

Clustering(10) Variable = TP53 MUTATION ANALYSIS
D10V1, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           12             60
  CLUS_2           18             76
  CLUS_3            5             57
D10V2, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            3             54
  CLUS_2           16             64
  CLUS_3           16             75
D10V3, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            5             41
  CLUS_2            8             48
  CLUS_3            3             22
  CLUS_4           10             27
D10V4, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           10             54
  CLUS_2           12             47
  CLUS_3            4             37
D10V5, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            8             71
  CLUS_2           13             49
  CLUS_3           14             72
D10V6, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            5             45
  CLUS_2           21             91
  CLUS_3            9             56
D10V7, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            5             44
  CLUS_2           19             77
  CLUS_3           11             71
D10V8, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            3             22
  CLUS_2            6             66
  CLUS_3           26            104
D10V9, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           10             59
  CLUS_2           17             78
  CLUS_3            8             55
D10V10, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            7             62
  CLUS_2           25            106
  CLUS_3            3             24

Clustering(11) Variable = STK19 MUTATION ANALYSIS
D11V1, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             4              68
  CLUS_2             5              89
  CLUS_3             2              60
D11V2, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              57
  CLUS_2             4              76
  CLUS_3             7              84
D11V3, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             0              56
  CLUS_3             2              23
  CLUS_4             2              35
D11V4, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             3              61
  CLUS_2             3              56
  CLUS_3             0              41
D11V5, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             3              76
  CLUS_2             4              58
  CLUS_3             4              82
D11V6, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              48
  CLUS_2             6             106
  CLUS_3             3              62
D11V7, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             1              48
  CLUS_2             6              90
  CLUS_3             4              78
D11V8, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             3              69
  CLUS_3             8             122
D11V9, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             1              68
  CLUS_2             7              88
  CLUS_3             3              60
D11V10, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             3              66
  CLUS_2             8             123
  CLUS_3             0              27

Clustering(12) Variable = PTEN MUTATION ANALYSIS
D12V1, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            8             64
  CLUS_2            6             88
  CLUS_3            4             58
D12V2, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            7             50
  CLUS_2            7             73
  CLUS_3            4             87
D12V3, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             42
  CLUS_2            8             48
  CLUS_3            0             25
  CLUS_4            1             36
D12V4, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             60
  CLUS_2            8             51
  CLUS_3            1             40
D12V5, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            7             72
  CLUS_2            5             57
  CLUS_3            6             80
D12V6, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            5             45
  CLUS_2            5            107
  CLUS_3            8             57
D12V7, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             45
  CLUS_2            7             89
  CLUS_3            7             75
D12V8, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             21
  CLUS_2            5             67
  CLUS_3            9            121
D12V9, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            5             64
  CLUS_2            7             88
  CLUS_3            6             57
D12V10, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            6             63
  CLUS_2            9            122
  CLUS_3            3             24

Clustering(13) Variable = DSG1 MUTATION ANALYSIS
D13V1, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           10             62
  CLUS_2           21             73
  CLUS_3            8             54
D13V2, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            7             50
  CLUS_2           15             65
  CLUS_3           17             74
D13V3, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           12             34
  CLUS_2            5             51
  CLUS_3            4             21
  CLUS_4            8             29
D13V4, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           11             53
  CLUS_2            9             50
  CLUS_3            9             32
D13V5, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           14             65
  CLUS_2           12             50
  CLUS_3           13             73
D13V6, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            8             42
  CLUS_2           19             93
  CLUS_3           12             53
D13V7, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            6             43
  CLUS_2           16             80
  CLUS_3           17             65
D13V8, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            4             21
  CLUS_2           16             56
  CLUS_3           19            111
D13V9, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           13             56
  CLUS_2           14             81
  CLUS_3           12             51
D13V10, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           15             54
  CLUS_2           21            110
  CLUS_3            3             24

Clustering(14) Variable = PPP6C MUTATION ANALYSIS
D14V1, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             7              65
  CLUS_2             6              88
  CLUS_3             5              57
D14V2, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             3              54
  CLUS_2             9              71
  CLUS_3             6              85
D14V3, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             5              41
  CLUS_2             2              54
  CLUS_3             2              23
  CLUS_4             2              35
D14V4, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             4              60
  CLUS_2             2              57
  CLUS_3             5              36
D14V5, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             8              71
  CLUS_2             5              57
  CLUS_3             5              81
D14V6, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             2              48
  CLUS_2             8             104
  CLUS_3             8              57
D14V7, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             7              42
  CLUS_2             6              90
  CLUS_3             5              77
D14V8, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             4              21
  CLUS_2             7              65
  CLUS_3             7             123
D14V9, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             8              61
  CLUS_2             4              91
  CLUS_3             6              57
D14V10, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             6              63
  CLUS_2             8             123
  CLUS_3             4              23

Clustering(15) Variable = AOAH MUTATION ANALYSIS
D15V1, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            8             64
  CLUS_2           10             84
  CLUS_3            3             59
D15V2, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            7             50
  CLUS_2            4             76
  CLUS_3           10             81
D15V3, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            3             43
  CLUS_2            6             50
  CLUS_3            2             23
  CLUS_4            5             32
D15V4, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            6             58
  CLUS_2            6             53
  CLUS_3            4             37
D15V5, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            5             74
  CLUS_2            8             54
  CLUS_3            8             78
D15V6, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            8             42
  CLUS_2            9            103
  CLUS_3            4             61
D15V7, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            2             47
  CLUS_2           11             85
  CLUS_3            8             74
D15V8, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            1             24
  CLUS_2            6             66
  CLUS_3           14            116
D15V9, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            5             64
  CLUS_2           10             85
  CLUS_3            6             57
D15V10, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            6             63
  CLUS_2           14            117
  CLUS_3            1             26

Clustering(16) Variable = RAC1 MUTATION ANALYSIS
D16V1, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            7             65
  CLUS_2            9             85
  CLUS_3            1             61
D16V2, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            4             53
  CLUS_2            3             77
  CLUS_3           10             81
D16V3, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            5             41
  CLUS_2            3             53
  CLUS_3            2             23
  CLUS_4            3             34
D16V4, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            3             61
  CLUS_2            7             52
  CLUS_3            3             38
D16V5, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            4             75
  CLUS_2            6             56
  CLUS_3            7             79
D16V6, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            4             46
  CLUS_2            8            104
  CLUS_3            5             60
D16V7, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            5             44
  CLUS_2            6             90
  CLUS_3            6             76
D16V8, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            1             24
  CLUS_2            8             64
  CLUS_3            8            122
D16V9, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            8             61
  CLUS_2            6             89
  CLUS_3            3             60
D16V10, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            8             61
  CLUS_2            8            123
  CLUS_3            1             26

Clustering(17) Variable = OR51S1 MUTATION ANALYSIS
D17V1, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              6               66
  CLUS_2             15               79
  CLUS_3              6               56
D17V2, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              6               51
  CLUS_2              9               71
  CLUS_3             12               79
D17V3, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              4               42
  CLUS_2              9               47
  CLUS_3              3               22
  CLUS_4              4               33
D17V4, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1             12               52
  CLUS_2              6               53
  CLUS_3              2               39
D17V5, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              9               70
  CLUS_2              9               53
  CLUS_3              9               77
D17V6, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              5               45
  CLUS_2             16               96
  CLUS_3              6               59
D17V7, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              6               43
  CLUS_2             13               83
  CLUS_3              8               74
D17V8, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              8               64
  CLUS_3             17              113
D17V9, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              7               62
  CLUS_2             14               81
  CLUS_3              6               57
D17V10, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              9               60
  CLUS_2             17              114
  CLUS_3              1               26

Clustering(18) Variable = IDH1 MUTATION ANALYSIS
D18V1, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            1             71
  CLUS_2            6             88
  CLUS_3            5             57
D18V2, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2             55
  CLUS_2            7             73
  CLUS_3            3             88
D18V3, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            0             46
  CLUS_2            4             52
  CLUS_3            1             24
  CLUS_4            4             33
D18V4, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            1             63
  CLUS_2            6             53
  CLUS_3            2             39
D18V5, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2             77
  CLUS_2            2             60
  CLUS_3            8             78
D18V6, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            4             46
  CLUS_2            6            106
  CLUS_3            2             63
D18V7, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             46
  CLUS_2            8             88
  CLUS_3            1             81
D18V8, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             22
  CLUS_2            1             71
  CLUS_3            8            122
D18V9, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             66
  CLUS_2            8             87
  CLUS_3            1             62
D18V10, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            1             68
  CLUS_2            8            123
  CLUS_3            3             24

Clustering(19) Variable = IL32 MUTATION ANALYSIS
D19V1, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            2             70
  CLUS_2            2             92
  CLUS_3            5             57
D19V2, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            2             55
  CLUS_2            6             74
  CLUS_3            1             90
D19V3, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            1             45
  CLUS_2            2             54
  CLUS_3            1             24
  CLUS_4            1             36
D19V4, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            3             61
  CLUS_2            2             57
  CLUS_3            0             41
D19V5, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            5             74
  CLUS_2            2             60
  CLUS_3            2             84
D19V6, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            2             48
  CLUS_2            5            107
  CLUS_3            2             63
D19V7, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            1             48
  CLUS_2            5             91
  CLUS_3            3             79
D19V8, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            1             24
  CLUS_2            3             69
  CLUS_3            5            125
D19V9, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            4             65
  CLUS_2            3             92
  CLUS_3            2             61
D19V10, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            3             66
  CLUS_2            5            126
  CLUS_3            1             26

Clustering(20) Variable = PPIAL4G MUTATION ANALYSIS
D20V1, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               5                67
  CLUS_2               4                90
  CLUS_3               3                59
D20V2, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               4                53
  CLUS_2               4                76
  CLUS_3               4                87
D20V3, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               3                43
  CLUS_2               3                53
  CLUS_3               1                24
  CLUS_4               2                35
D20V4, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               4                60
  CLUS_2               2                57
  CLUS_3               3                38
D20V5, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               4                75
  CLUS_2               1                61
  CLUS_3               7                79
D20V6, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               4                46
  CLUS_2               4               108
  CLUS_3               4                61
D20V7, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               2                47
  CLUS_2               5                91
  CLUS_3               5                77
D20V8, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               0                25
  CLUS_2               4                68
  CLUS_3               8               122
D20V9, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               1                68
  CLUS_2               7                88
  CLUS_3               4                59
D20V10, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               3                66
  CLUS_2               8               123
  CLUS_3               1                26

Clustering(21) Variable = THEMIS MUTATION ANALYSIS
D21V1, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1             11               61
  CLUS_2             13               81
  CLUS_3              3               59
D21V2, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              4               53
  CLUS_2             17               63
  CLUS_3              6               85
D21V3, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              6               40
  CLUS_2              7               49
  CLUS_3              1               24
  CLUS_4              6               31
D21V4, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              9               55
  CLUS_2              7               52
  CLUS_3              4               37
D21V5, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              8               71
  CLUS_2              9               53
  CLUS_3             10               76
D21V6, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              7               43
  CLUS_2             14               98
  CLUS_3              6               59
D21V7, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              1               48
  CLUS_2             17               79
  CLUS_3              9               73
D21V8, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              1               24
  CLUS_2              9               63
  CLUS_3             17              113
D21V9, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              6               63
  CLUS_2             15               80
  CLUS_3              6               57
D21V10, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              7               62
  CLUS_2             18              113
  CLUS_3              2               25

Clustering(22) Variable = LRTM1 MUTATION ANALYSIS
D22V1, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             8              64
  CLUS_2            12              82
  CLUS_3             3              59
D22V2, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             4              53
  CLUS_2             9              71
  CLUS_3            10              81
D22V3, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             7              39
  CLUS_2             6              50
  CLUS_3             3              22
  CLUS_4             2              35
D22V4, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             8              56
  CLUS_2             5              54
  CLUS_3             5              36
D22V5, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             7              72
  CLUS_2             7              55
  CLUS_3             9              77
D22V6, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             6              44
  CLUS_2            12             100
  CLUS_3             5              60
D22V7, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             5              44
  CLUS_2            12              84
  CLUS_3             6              76
D22V8, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             4              21
  CLUS_2             6              66
  CLUS_3            13             117
D22V9, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             7              62
  CLUS_2            10              85
  CLUS_3             6              57
D22V10, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             6              63
  CLUS_2            13             118
  CLUS_3             4              23

Clustering(23) Variable = TCEB3C MUTATION ANALYSIS
D23V1, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1             10               62
  CLUS_2             10               84
  CLUS_3              6               56
D23V2, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              6               51
  CLUS_2             12               68
  CLUS_3              8               83
D23V3, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              8               38
  CLUS_2              5               51
  CLUS_3              4               21
  CLUS_4              4               33
D23V4, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1             10               54
  CLUS_2              6               53
  CLUS_3              5               36
D23V5, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              7               72
  CLUS_2              6               56
  CLUS_3             13               73
D23V6, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1             11               39
  CLUS_2              9              103
  CLUS_3              6               59
D23V7, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              8               41
  CLUS_2             10               86
  CLUS_3              8               74
D23V8, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              5               20
  CLUS_2              5               67
  CLUS_3             16              114
D23V9, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              8               61
  CLUS_2             11               84
  CLUS_3              7               56
D23V10, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              5               64
  CLUS_2             16              115
  CLUS_3              5               22

Clustering(24) Variable = GPR141 MUTATION ANALYSIS
D24V1, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              2               70
  CLUS_2             10               84
  CLUS_3              2               60
D24V2, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              2               55
  CLUS_2              4               76
  CLUS_3              8               83
D24V3, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              7               39
  CLUS_2              2               54
  CLUS_3              0               25
  CLUS_4              1               36
D24V4, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              4               60
  CLUS_2              1               58
  CLUS_3              5               36
D24V5, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              4               75
  CLUS_2              5               57
  CLUS_3              5               81
D24V6, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              2               48
  CLUS_2              7              105
  CLUS_3              5               60
D24V7, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              1               48
  CLUS_2              5               91
  CLUS_3              8               74
D24V8, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              1               24
  CLUS_2              5               67
  CLUS_3              8              122
D24V9, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              2               67
  CLUS_2              5               90
  CLUS_3              7               56
D24V10, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              6               63
  CLUS_2              7              124
  CLUS_3              1               26

Clustering(25) Variable = CHGB MUTATION ANALYSIS
D25V1, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            8             64
  CLUS_2           12             82
  CLUS_3            5             57
D25V2, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            5             52
  CLUS_2            8             72
  CLUS_3           12             79
D25V3, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            8             38
  CLUS_2            4             52
  CLUS_3            1             24
  CLUS_4            3             34
D25V4, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            3             61
  CLUS_2           10             49
  CLUS_3            3             38
D25V5, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            8             71
  CLUS_2           10             52
  CLUS_3            7             79
D25V6, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            5             45
  CLUS_2           14             98
  CLUS_3            6             59
D25V7, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            4             45
  CLUS_2           11             85
  CLUS_3           10             72
D25V8, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            0             25
  CLUS_2            9             63
  CLUS_3           16            114
D25V9, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            6             63
  CLUS_2            9             86
  CLUS_3           10             53
D25V10, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            7             62
  CLUS_2           18            113
  CLUS_3            0             27

Clustering(26) Variable = ELF5 MUTATION ANALYSIS
D26V1, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            2             70
  CLUS_2            4             90
  CLUS_3            0             62
D26V2, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            1             56
  CLUS_2            2             78
  CLUS_3            3             88
D26V3, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            1             45
  CLUS_2            1             55
  CLUS_3            1             24
  CLUS_4            2             35
D26V4, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            2             62
  CLUS_2            3             56
  CLUS_3            0             41
D26V5, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            3             76
  CLUS_2            2             60
  CLUS_3            1             85
D26V6, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            1             49
  CLUS_2            3            109
  CLUS_3            2             63
D26V7, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            0             49
  CLUS_2            2             94
  CLUS_3            4             78
D26V8, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            0             25
  CLUS_2            4             68
  CLUS_3            2            128
D26V9, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            3             66
  CLUS_2            1             94
  CLUS_3            2             61
D26V10, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            4             65
  CLUS_2            2            129
  CLUS_3            0             27

Clustering(27) Variable = NMNAT3 MUTATION ANALYSIS
D27V1, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              4               68
  CLUS_2              4               90
  CLUS_3              0               62
D27V2, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              1               56
  CLUS_2              4               76
  CLUS_3              3               88
D27V3, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2               44
  CLUS_2              2               54
  CLUS_3              0               25
  CLUS_4              2               35
D27V4, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              3               61
  CLUS_2              2               57
  CLUS_3              1               40
D27V5, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              3               76
  CLUS_2              1               61
  CLUS_3              4               82
D27V6, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              1               49
  CLUS_2              5              107
  CLUS_3              2               63
D27V7, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2               47
  CLUS_2              2               94
  CLUS_3              4               78
D27V8, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              1               24
  CLUS_2              5               67
  CLUS_3              2              128
D27V9, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2               67
  CLUS_2              2               93
  CLUS_3              4               59
D27V10, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              5               64
  CLUS_2              2              129
  CLUS_3              1               26

Clustering(28) Variable = C6ORF223 MUTATION ANALYSIS
D28V1, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                3                 69
  CLUS_2                2                 92
  CLUS_3                1                 61
D28V2, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                2                 55
  CLUS_2                2                 78
  CLUS_3                2                 89
D28V3, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                1                 45
  CLUS_2                3                 53
  CLUS_3                1                 24
  CLUS_4                0                 37
D28V4, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                2                 62
  CLUS_2                2                 57
  CLUS_3                1                 40
D28V5, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                1                 78
  CLUS_2                2                 60
  CLUS_3                3                 83
D28V6, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                1                 49
  CLUS_2                5                107
  CLUS_3                0                 65
D28V7, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                0                 49
  CLUS_2                5                 91
  CLUS_3                1                 81
D28V8, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                0                 25
  CLUS_2                1                 71
  CLUS_3                5                125
D28V9, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                1                 68
  CLUS_2                5                 90
  CLUS_3                0                 63
D28V10, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                1                 68
  CLUS_2                5                126
  CLUS_3                0                 27

Clustering(29) Variable = EIF2B1 MUTATION ANALYSIS
D29V1, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              4               68
  CLUS_2              4               90
  CLUS_3              1               61
D29V2, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              2               55
  CLUS_2              1               79
  CLUS_3              6               85
D29V3, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              1               45
  CLUS_2              1               55
  CLUS_3              0               25
  CLUS_4              4               33
D29V4, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              3               61
  CLUS_2              2               57
  CLUS_3              1               40
D29V5, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              2               77
  CLUS_2              4               58
  CLUS_3              3               83
D29V6, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              2               48
  CLUS_2              5              107
  CLUS_3              2               63
D29V7, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              1               48
  CLUS_2              6               90
  CLUS_3              2               80
D29V8, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              0               25
  CLUS_2              2               70
  CLUS_3              7              123
D29V9, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              2               67
  CLUS_2              6               89
  CLUS_3              1               62
D29V10, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              2               67
  CLUS_2              7              124
  CLUS_3              0               27

Clustering(30) Variable = DNAH7 MUTATION ANALYSIS
D30V1, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            26              46
  CLUS_2            36              58
  CLUS_3            21              41
D30V2, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            17              40
  CLUS_2            30              50
  CLUS_3            36              55
D30V3, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            17              29
  CLUS_2            19              37
  CLUS_3             8              17
  CLUS_4            20              17
D30V4, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            23              41
  CLUS_2            25              34
  CLUS_3            16              25
D30V5, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            28              51
  CLUS_2            24              38
  CLUS_3            31              55
D30V6, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            16              34
  CLUS_2            43              69
  CLUS_3            24              41
D30V7, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            18              31
  CLUS_2            32              64
  CLUS_3            33              49
D30V8, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            10              15
  CLUS_2            26              46
  CLUS_3            47              83
D30V9, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            29              40
  CLUS_2            32              63
  CLUS_3            22              41
D30V10, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            25              44
  CLUS_2            47              84
  CLUS_3            11              16

Clustering(31) Variable = COPG2 MUTATION ANALYSIS
D31V1, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             1              71
  CLUS_2             6              88
  CLUS_3             2              60
D31V2, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             2              55
  CLUS_2             4              76
  CLUS_3             3              88
D31V3, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             1              45
  CLUS_2             2              54
  CLUS_3             2              23
  CLUS_4             1              36
D31V4, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             4              60
  CLUS_2             1              58
  CLUS_3             1              40
D31V5, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             4              75
  CLUS_2             3              59
  CLUS_3             2              84
D31V6, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             1              49
  CLUS_2             5             107
  CLUS_3             3              62
D31V7, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             2              47
  CLUS_2             5              91
  CLUS_3             2              80
D31V8, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             3              69
  CLUS_3             6             124
D31V9, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             3              66
  CLUS_2             5              90
  CLUS_3             1              62
D31V10, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             2              67
  CLUS_2             6             125
  CLUS_3             1              26

Clustering(32) Variable = RAPGEF5 MUTATION ANALYSIS
D32V1, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               4                68
  CLUS_2               6                88
  CLUS_3               2                60
D32V2, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               4                53
  CLUS_2               3                77
  CLUS_3               5                86
D32V3, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                43
  CLUS_2               2                54
  CLUS_3               1                24
  CLUS_4               3                34
D32V4, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                61
  CLUS_2               3                56
  CLUS_3               3                38
D32V5, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               6                73
  CLUS_2               3                59
  CLUS_3               3                83
D32V6, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                47
  CLUS_2               5               107
  CLUS_3               4                61
D32V7, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               6                43
  CLUS_2               3                93
  CLUS_3               3                79
D32V8, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               4                21
  CLUS_2               3                69
  CLUS_3               5               125
D32V9, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               7                62
  CLUS_2               2                93
  CLUS_3               3                60
D32V10, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               4                65
  CLUS_2               5               126
  CLUS_3               3                24

Clustering(33) Variable = C1QTNF9 MUTATION ANALYSIS
D33V1, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               4                68
  CLUS_2               6                88
  CLUS_3               4                58
D33V2, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               2                55
  CLUS_2               5                75
  CLUS_3               7                84
D33V3, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               2                44
  CLUS_2               5                51
  CLUS_3               2                23
  CLUS_4               1                36
D33V4, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               3                61
  CLUS_2               4                55
  CLUS_3               3                38
D33V5, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               5                74
  CLUS_2               3                59
  CLUS_3               6                80
D33V6, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               0                50
  CLUS_2               9               103
  CLUS_3               5                60
D33V7, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               1                48
  CLUS_2               5                91
  CLUS_3               8                74
D33V8, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               0                25
  CLUS_2               7                65
  CLUS_3               7               123
D33V9, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               4                65
  CLUS_2               4                91
  CLUS_3               6                57
D33V10, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               8                61
  CLUS_2               6               125
  CLUS_3               0                27

Clustering(34) Variable = MS4A2 MUTATION ANALYSIS
D34V1, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             2              70
  CLUS_2             7              87
  CLUS_3             1              61
D34V2, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             2              55
  CLUS_2             4              76
  CLUS_3             4              87
D34V3, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             3              53
  CLUS_3             1              24
  CLUS_4             1              36
D34V4, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             3              61
  CLUS_2             3              56
  CLUS_3             2              39
D34V5, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             4              75
  CLUS_2             3              59
  CLUS_3             3              83
D34V6, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             1              49
  CLUS_2             5             107
  CLUS_3             4              61
D34V7, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             2              47
  CLUS_2             3              93
  CLUS_3             5              77
D34V8, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             5              67
  CLUS_3             5             125
D34V9, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             3              66
  CLUS_2             3              92
  CLUS_3             4              59
D34V10, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             4              65
  CLUS_2             6             125
  CLUS_3             0              27

Clustering(35) Variable = SCN5A MUTATION ANALYSIS
D35V1, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            20              52
  CLUS_2            22              72
  CLUS_3            15              47
D35V2, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            13              44
  CLUS_2            22              58
  CLUS_3            22              69
D35V3, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            12              34
  CLUS_2            11              45
  CLUS_3             4              21
  CLUS_4            15              22
D35V4, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            14              50
  CLUS_2            18              41
  CLUS_3            10              31
D35V5, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            19              60
  CLUS_2            17              45
  CLUS_3            21              65
D35V6, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            14              36
  CLUS_2            28              84
  CLUS_3            15              50
D35V7, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1             9              40
  CLUS_2            25              71
  CLUS_3            23              59
D35V8, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1             5              20
  CLUS_2            17              55
  CLUS_3            35              95
D35V9, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            16              53
  CLUS_2            26              69
  CLUS_3            15              48
D35V10, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            16              53
  CLUS_2            36              95
  CLUS_3             5              22

Clustering(36) Variable = MPP7 MUTATION ANALYSIS
D36V1, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            6             66
  CLUS_2           13             81
  CLUS_3            6             56
D36V2, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            5             52
  CLUS_2           11             69
  CLUS_3            9             82
D36V3, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            4             42
  CLUS_2           10             46
  CLUS_3            1             24
  CLUS_4            5             32
D36V4, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            6             58
  CLUS_2           10             49
  CLUS_3            4             37
D36V5, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            4             75
  CLUS_2            7             55
  CLUS_3           14             72
D36V6, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            8             42
  CLUS_2           13             99
  CLUS_3            4             61
D36V7, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            6             43
  CLUS_2           11             85
  CLUS_3            8             74
D36V8, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            3             22
  CLUS_2            9             63
  CLUS_3           13            117
D36V9, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            8             61
  CLUS_2           11             84
  CLUS_3            6             57
D36V10, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            9             60
  CLUS_2           13            118
  CLUS_3            3             24

Clustering(37) Variable = FAM58A MUTATION ANALYSIS
D37V1, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               72
  CLUS_2              4               90
  CLUS_3              1               61
D37V2, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               56
  CLUS_2              1               79
  CLUS_3              3               88
D37V3, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               45
  CLUS_2              1               55
  CLUS_3              1               24
  CLUS_4              1               36
D37V4, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              3               61
  CLUS_2              1               58
  CLUS_3              0               41
D37V5, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               79
  CLUS_2              3               59
  CLUS_3              2               84
D37V6, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              2               48
  CLUS_2              3              109
  CLUS_3              0               65
D37V7, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               48
  CLUS_2              3               93
  CLUS_3              1               81
D37V8, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               25
  CLUS_2              0               72
  CLUS_3              5              125
D37V9, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               68
  CLUS_2              4               91
  CLUS_3              0               63
D37V10, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               69
  CLUS_2              5              126
  CLUS_3              0               27

Clustering(38) Variable = TSHB MUTATION ANALYSIS
D38V1, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             71
  CLUS_2            3             91
  CLUS_3            1             61
D38V2, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             57
  CLUS_2            2             78
  CLUS_3            3             88
D38V3, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             45
  CLUS_2            0             56
  CLUS_3            1             24
  CLUS_4            1             36
D38V4, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            2             62
  CLUS_2            1             58
  CLUS_3            0             41
D38V5, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             79
  CLUS_2            2             60
  CLUS_3            3             83
D38V6, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             49
  CLUS_2            4            108
  CLUS_3            0             65
D38V7, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             48
  CLUS_2            2             94
  CLUS_3            2             80
D38V8, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             25
  CLUS_2            2             70
  CLUS_3            3            127
D38V9, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             68
  CLUS_2            2             93
  CLUS_3            2             61
D38V10, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            2             67
  CLUS_2            3            128
  CLUS_3            0             27

Clustering(39) Variable = LCE1B MUTATION ANALYSIS
D39V1, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             5              67
  CLUS_2             2              92
  CLUS_3             5              57
D39V2, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             4              53
  CLUS_2             3              77
  CLUS_3             5              86
D39V3, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             3              43
  CLUS_2             2              54
  CLUS_3             2              23
  CLUS_4             3              34
D39V4, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             4              60
  CLUS_2             5              54
  CLUS_3             1              40
D39V5, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             4              75
  CLUS_2             2              60
  CLUS_3             6              80
D39V6, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             2              48
  CLUS_2             6             106
  CLUS_3             4              61
D39V7, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             2              47
  CLUS_2             6              90
  CLUS_3             4              78
D39V8, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             1              24
  CLUS_2             3              69
  CLUS_3             8             122
D39V9, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             2              67
  CLUS_2             7              88
  CLUS_3             3              60
D39V10, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             3              66
  CLUS_2             8             123
  CLUS_3             1              26

Clustering(40) Variable = TCHHL1 MUTATION ANALYSIS
D40V1, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             10               62
  CLUS_2             15               79
  CLUS_3              6               56
D40V2, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              3               54
  CLUS_2             10               70
  CLUS_3             18               73
D40V3, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             10               36
  CLUS_2              3               53
  CLUS_3              3               22
  CLUS_4              8               29
D40V4, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              6               58
  CLUS_2             11               48
  CLUS_3              7               34
D40V5, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              8               71
  CLUS_2             13               49
  CLUS_3             10               76
D40V6, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              4               46
  CLUS_2             21               91
  CLUS_3              6               59
D40V7, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              8               41
  CLUS_2             12               84
  CLUS_3             11               71
D40V8, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              5               20
  CLUS_2             10               62
  CLUS_3             16              114
D40V9, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             10               59
  CLUS_2             12               83
  CLUS_3              9               54
D40V10, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             10               59
  CLUS_2             15              116
  CLUS_3              6               21

Clustering(41) Variable = OR4E2 MUTATION ANALYSIS
D41V1, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             6              66
  CLUS_2            12              82
  CLUS_3             2              60
D41V2, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             5              52
  CLUS_2             5              75
  CLUS_3            10              81
D41V3, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              42
  CLUS_2             5              51
  CLUS_3             1              24
  CLUS_4             4              33
D41V4, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             7              57
  CLUS_2             4              55
  CLUS_3             3              38
D41V5, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              75
  CLUS_2             7              55
  CLUS_3             9              77
D41V6, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              46
  CLUS_2            12             100
  CLUS_3             4              61
D41V7, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             3              46
  CLUS_2            10              86
  CLUS_3             7              75
D41V8, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             6              66
  CLUS_3            12             118
D41V9, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              65
  CLUS_2             9              86
  CLUS_3             7              56
D41V10, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             6              63
  CLUS_2            14             117
  CLUS_3             0              27

Clustering(42) Variable = ANKRD20A4 MUTATION ANALYSIS
D42V1, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 1                  71
  CLUS_2                 4                  90
  CLUS_3                 0                  62
D42V2, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  57
  CLUS_2                 2                  78
  CLUS_3                 3                  88
D42V3, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 2                  44
  CLUS_2                 1                  55
  CLUS_3                 0                  25
  CLUS_4                 1                  36
D42V4, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 2                  62
  CLUS_2                 1                  58
  CLUS_3                 1                  40
D42V5, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  79
  CLUS_2                 3                  59
  CLUS_3                 2                  84
D42V6, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 1                  49
  CLUS_2                 4                 108
  CLUS_3                 0                  65
D42V7, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  49
  CLUS_2                 3                  93
  CLUS_3                 2                  80
D42V8, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  25
  CLUS_2                 2                  70
  CLUS_3                 3                 127
D42V9, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  69
  CLUS_2                 3                  92
  CLUS_3                 2                  61
D42V10, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 2                  67
  CLUS_2                 3                 128
  CLUS_3                 0                  27

Clustering(43) Variable = LOC649330 MUTATION ANALYSIS
D43V1, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 4                  68
  CLUS_2                12                  82
  CLUS_3                 8                  54
D43V2, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  52
  CLUS_2                 6                  74
  CLUS_3                13                  78
D43V3, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 6                  40
  CLUS_2                 6                  50
  CLUS_3                 2                  23
  CLUS_4                 6                  31
D43V4, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 6                  58
  CLUS_2                 9                  50
  CLUS_3                 5                  36
D43V5, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 6                  73
  CLUS_2                10                  52
  CLUS_3                 8                  78
D43V6, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  45
  CLUS_2                15                  97
  CLUS_3                 4                  61
D43V7, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 6                  43
  CLUS_2                 9                  87
  CLUS_3                 9                  73
D43V8, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 3                  22
  CLUS_2                 5                  67
  CLUS_3                16                 114
D43V9, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 8                  61
  CLUS_2                 9                  86
  CLUS_3                 7                  56
D43V10, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 6                  63
  CLUS_2                16                 115
  CLUS_3                 2                  25

Clustering(44) Variable = PENK MUTATION ANALYSIS
D44V1, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             68
  CLUS_2           11             83
  CLUS_3            5             57
D44V2, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            3             54
  CLUS_2            3             77
  CLUS_3           14             77
D44V3, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            7             39
  CLUS_2            7             49
  CLUS_3            1             24
  CLUS_4            2             35
D44V4, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            8             56
  CLUS_2            5             54
  CLUS_3            4             37
D44V5, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             75
  CLUS_2           11             51
  CLUS_3            5             81
D44V6, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            2             48
  CLUS_2           14             98
  CLUS_3            4             61
D44V7, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            2             47
  CLUS_2            7             89
  CLUS_3           11             71
D44V8, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            1             24
  CLUS_2            7             65
  CLUS_3           12            118
D44V9, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            3             66
  CLUS_2            8             87
  CLUS_3            9             54
D44V10, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            7             62
  CLUS_2           13            118
  CLUS_3            0             27

Clustering(45) Variable = KLRC3 MUTATION ANALYSIS
D45V1, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             4              68
  CLUS_2             5              89
  CLUS_3             1              61
D45V2, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             1              56
  CLUS_2             4              76
  CLUS_3             5              86
D45V3, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             1              55
  CLUS_3             3              22
  CLUS_4             3              34
D45V4, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             6              58
  CLUS_2             2              57
  CLUS_3             1              40
D45V5, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             2              77
  CLUS_2             4              58
  CLUS_3             4              82
D45V6, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             0              50
  CLUS_2             8             104
  CLUS_3             2              63
D45V7, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             4              45
  CLUS_2             5              91
  CLUS_3             1              81
D45V8, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             3              69
  CLUS_3             6             124
D45V9, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             5              64
  CLUS_2             5              90
  CLUS_3             0              63
D45V10, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             3              66
  CLUS_2             6             125
  CLUS_3             1              26

Clustering(46) Variable = UNC119B MUTATION ANALYSIS
D46V1, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                72
  CLUS_2               4                90
  CLUS_3               2                60
D46V2, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                57
  CLUS_2               3                77
  CLUS_3               3                88
D46V3, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                45
  CLUS_2               4                52
  CLUS_3               0                25
  CLUS_4               1                36
D46V4, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               2                62
  CLUS_2               2                57
  CLUS_3               2                39
D46V5, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               4                75
  CLUS_2               1                61
  CLUS_3               1                85
D46V6, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                50
  CLUS_2               3               109
  CLUS_3               3                62
D46V7, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                48
  CLUS_2               3                93
  CLUS_3               2                80
D46V8, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                25
  CLUS_2               3                69
  CLUS_3               3               127
D46V9, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                68
  CLUS_2               3                92
  CLUS_3               2                61
D46V10, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               3                66
  CLUS_2               3               128
  CLUS_3               0                27

Clustering(47) Variable = CAPZA3 MUTATION ANALYSIS
D47V1, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              6               66
  CLUS_2              8               86
  CLUS_3              3               59
D47V2, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              4               53
  CLUS_2              9               71
  CLUS_3              4               87
D47V3, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              2               44
  CLUS_2              3               53
  CLUS_3              2               23
  CLUS_4              4               33
D47V4, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              6               58
  CLUS_2              2               57
  CLUS_3              3               38
D47V5, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              5               74
  CLUS_2              4               58
  CLUS_3              8               78
D47V6, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              5               45
  CLUS_2              9              103
  CLUS_3              3               62
D47V7, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              4               45
  CLUS_2              6               90
  CLUS_3              7               75
D47V8, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              4               68
  CLUS_3             11              119
D47V9, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              6               63
  CLUS_2              5               90
  CLUS_3              6               57
D47V10, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              3               66
  CLUS_2             12              119
  CLUS_3              2               25

Clustering(48) Variable = PRC1 MUTATION ANALYSIS
D48V1, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            5             67
  CLUS_2            6             88
  CLUS_3            2             60
D48V2, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            2             55
  CLUS_2            7             73
  CLUS_3            4             87
D48V3, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            2             44
  CLUS_2            0             56
  CLUS_3            2             23
  CLUS_4            2             35
D48V4, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            4             60
  CLUS_2            1             58
  CLUS_3            1             40
D48V5, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            2             77
  CLUS_2            4             58
  CLUS_3            7             79
D48V6, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            4             46
  CLUS_2            6            106
  CLUS_3            3             62
D48V7, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            1             48
  CLUS_2            8             88
  CLUS_3            4             78
D48V8, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            1             24
  CLUS_2            3             69
  CLUS_3            9            121
D48V9, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            2             67
  CLUS_2            8             87
  CLUS_3            3             60
D48V10, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            2             67
  CLUS_2           10            121
  CLUS_3            1             26

Clustering(49) Variable = PCDP1 MUTATION ANALYSIS
D49V1, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             3              69
  CLUS_2             7              87
  CLUS_3             5              57
D49V2, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             1              56
  CLUS_2             9              71
  CLUS_3             5              86
D49V3, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             5              51
  CLUS_3             0              25
  CLUS_4             3              34
D49V4, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             2              62
  CLUS_2             6              53
  CLUS_3             3              38
D49V5, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             7              72
  CLUS_2             2              60
  CLUS_3             6              80
D49V6, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             3              47
  CLUS_2             6             106
  CLUS_3             6              59
D49V7, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             4              45
  CLUS_2             4              92
  CLUS_3             7              75
D49V8, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             7              65
  CLUS_3             6             124
D49V9, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             4              65
  CLUS_2             5              90
  CLUS_3             6              57
D49V10, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             7              62
  CLUS_2             6             125
  CLUS_3             2              25

Clustering(50) Variable = PROL1 MUTATION ANALYSIS
D50V1, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             6              66
  CLUS_2            12              82
  CLUS_3             3              59
D50V2, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             7              50
  CLUS_2             3              77
  CLUS_3            11              80
D50V3, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             4              42
  CLUS_2             5              51
  CLUS_3             2              23
  CLUS_4             8              29
D50V4, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             8              56
  CLUS_2             8              51
  CLUS_3             3              38
D50V5, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             6              73
  CLUS_2             6              56
  CLUS_3             9              77
D50V6, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             4              46
  CLUS_2            13              99
  CLUS_3             4              61
D50V7, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             7              42
  CLUS_2             6              90
  CLUS_3             8              74
D50V8, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             4              21
  CLUS_2             8              64
  CLUS_3             9             121
D50V9, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1            10              59
  CLUS_2             7              88
  CLUS_3             4              59
D50V10, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             8              61
  CLUS_2             9             122
  CLUS_3             4              23

Clustering(51) Variable = SORT1 MUTATION ANALYSIS
D51V1, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             2              70
  CLUS_2             6              88
  CLUS_3             2              60
D51V2, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             2              55
  CLUS_2             3              77
  CLUS_3             5              86
D51V3, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             0              46
  CLUS_2             2              54
  CLUS_3             4              21
  CLUS_4             2              35
D51V4, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             3              61
  CLUS_2             1              58
  CLUS_3             4              37
D51V5, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             1              78
  CLUS_2             4              58
  CLUS_3             5              81
D51V6, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             3              47
  CLUS_2             6             106
  CLUS_3             1              64
D51V7, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             2              47
  CLUS_2             5              91
  CLUS_3             3              79
D51V8, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             2              70
  CLUS_3             6             124
D51V9, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             2              67
  CLUS_2             6              89
  CLUS_3             2              61
D51V10, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             2              67
  CLUS_2             6             125
  CLUS_3             2              25

Clustering(52) Variable = LRRC4C MUTATION ANALYSIS
D52V1, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             14               58
  CLUS_2             13               81
  CLUS_3              6               56
D52V2, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              8               49
  CLUS_2             15               65
  CLUS_3             10               81
D52V3, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              5               41
  CLUS_2              8               48
  CLUS_3              2               23
  CLUS_4             10               27
D52V4, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             12               52
  CLUS_2              7               52
  CLUS_3              6               35
D52V5, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              9               70
  CLUS_2              8               54
  CLUS_3             16               70
D52V6, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             11               39
  CLUS_2             14               98
  CLUS_3              8               57
D52V7, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              9               40
  CLUS_2             13               83
  CLUS_3             11               71
D52V8, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              5               20
  CLUS_2              8               64
  CLUS_3             20              110
D52V9, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              9               60
  CLUS_2             14               81
  CLUS_3             10               53
D52V10, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              7               62
  CLUS_2             21              110
  CLUS_3              5               22

Clustering(53) Variable = ZFP106 MUTATION ANALYSIS
D53V1, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              2               70
  CLUS_2              5               89
  CLUS_3              3               59
D53V2, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              2               55
  CLUS_2              3               77
  CLUS_3              5               86
D53V3, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              1               45
  CLUS_2              2               54
  CLUS_3              2               23
  CLUS_4              2               35
D53V4, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              6               58
  CLUS_2              0               59
  CLUS_3              1               40
D53V5, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              5               74
  CLUS_2              3               59
  CLUS_3              2               84
D53V6, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              3               47
  CLUS_2              4              108
  CLUS_3              3               62
D53V7, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              1               48
  CLUS_2              6               90
  CLUS_3              3               79
D53V8, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              0               25
  CLUS_2              3               69
  CLUS_3              7              123
D53V9, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              3               66
  CLUS_2              4               91
  CLUS_3              3               60
D53V10, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              3               66
  CLUS_2              7              124
  CLUS_3              0               27

Clustering(54) Variable = HRNR MUTATION ANALYSIS
D54V1, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           14             58
  CLUS_2           21             73
  CLUS_3           13             49
D54V2, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           10             47
  CLUS_2           19             61
  CLUS_3           19             72
D54V3, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1            8             38
  CLUS_2           12             44
  CLUS_3            7             18
  CLUS_4            9             28
D54V4, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           13             51
  CLUS_2           14             45
  CLUS_3            9             32
D54V5, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           16             63
  CLUS_2           13             49
  CLUS_3           19             67
D54V6, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1            9             41
  CLUS_2           26             86
  CLUS_3           13             52
D54V7, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           14             35
  CLUS_2           21             75
  CLUS_3           13             69
D54V8, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1            8             17
  CLUS_2           13             59
  CLUS_3           27            103
D54V9, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           19             50
  CLUS_2           20             75
  CLUS_3            9             54
D54V10, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           13             56
  CLUS_2           28            103
  CLUS_3            7             20

Clustering(55) Variable = OR2W1 MUTATION ANALYSIS
D55V1, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             3              69
  CLUS_2            12              82
  CLUS_3             2              60
D55V2, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             3              54
  CLUS_2             7              73
  CLUS_3             7              84
D55V3, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             3              53
  CLUS_3             1              24
  CLUS_4             4              33
D55V4, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             2              62
  CLUS_2             5              54
  CLUS_3             3              38
D55V5, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              75
  CLUS_2             6              56
  CLUS_3             7              79
D55V6, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              46
  CLUS_2             8             104
  CLUS_3             5              60
D55V7, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              45
  CLUS_2             5              91
  CLUS_3             8              74
D55V8, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             6              66
  CLUS_3             9             121
D55V9, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             5              64
  CLUS_2             5              90
  CLUS_3             7              56
D55V10, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             6              63
  CLUS_2             9             122
  CLUS_3             2              25

Clustering(56) Variable = KCNB2 MUTATION ANALYSIS
D56V1, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            14              58
  CLUS_2            28              66
  CLUS_3            10              52
D56V2, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1             5              52
  CLUS_2            22              58
  CLUS_3            25              66
D56V3, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            14              32
  CLUS_2            10              46
  CLUS_3             9              16
  CLUS_4             8              29
D56V4, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            18              46
  CLUS_2            12              47
  CLUS_3            11              30
D56V5, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            14              65
  CLUS_2            15              47
  CLUS_3            23              63
D56V6, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            11              39
  CLUS_2            29              83
  CLUS_3            12              53
D56V7, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            12              37
  CLUS_2            19              77
  CLUS_3            21              61
D56V8, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1             8              17
  CLUS_2            15              57
  CLUS_3            29             101
D56V9, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            19              50
  CLUS_2            21              74
  CLUS_3            12              51
D56V10, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            15              54
  CLUS_2            30             101
  CLUS_3             7              20

Clustering(57) Variable = C2 MUTATION ANALYSIS
D57V1, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          1           71
  CLUS_2          9           85
  CLUS_3          2           60
D57V2, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          1           56
  CLUS_2          4           76
  CLUS_3          7           84
D57V3, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          3           43
  CLUS_2          2           54
  CLUS_3          0           25
  CLUS_4          2           35
D57V4, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          2           62
  CLUS_2          4           55
  CLUS_3          1           40
D57V5, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          2           77
  CLUS_2          7           55
  CLUS_3          3           83
D57V6, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          2           48
  CLUS_2          8          104
  CLUS_3          2           63
D57V7, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          0           49
  CLUS_2          6           90
  CLUS_3          6           76
D57V8, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          0           25
  CLUS_2          5           67
  CLUS_3          7          123
D57V9, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          1           68
  CLUS_2          6           89
  CLUS_3          5           58
D57V10, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          5           64
  CLUS_2          7          124
  CLUS_3          0           27

Clustering(58) Variable = GCOM1 MUTATION ANALYSIS
D58V1, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             5              67
  CLUS_2            10              84
  CLUS_3             6              56
D58V2, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             4              53
  CLUS_2             9              71
  CLUS_3             8              83
D58V3, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             1              45
  CLUS_2             5              51
  CLUS_3             1              24
  CLUS_4             3              34
D58V4, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             4              60
  CLUS_2             5              54
  CLUS_3             1              40
D58V5, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             8              71
  CLUS_2            10              52
  CLUS_3             3              83
D58V6, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             2              48
  CLUS_2            12             100
  CLUS_3             7              58
D58V7, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             2              47
  CLUS_2            11              85
  CLUS_3             8              74
D58V8, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             8              64
  CLUS_3            12             118
D58V9, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             6              63
  CLUS_2            11              84
  CLUS_3             4              59
D58V10, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             7              62
  CLUS_2            12             119
  CLUS_3             2              25

Clustering(59) Variable = SERPINB10 MUTATION ANALYSIS
D59V1, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 2                  70
  CLUS_2                 9                  85
  CLUS_3                 2                  60
D59V2, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 4                  53
  CLUS_2                 4                  76
  CLUS_3                 5                  86
D59V3, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 4                  42
  CLUS_2                 5                  51
  CLUS_3                 1                  24
  CLUS_4                 0                  37
D59V4, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 2                  62
  CLUS_2                 5                  54
  CLUS_3                 3                  38
D59V5, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 4                  75
  CLUS_2                 4                  58
  CLUS_3                 5                  81
D59V6, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 2                  48
  CLUS_2                 8                 104
  CLUS_3                 3                  62
D59V7, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 4                  45
  CLUS_2                 7                  89
  CLUS_3                 2                  80
D59V8, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 1                  24
  CLUS_2                 3                  69
  CLUS_3                 9                 121
D59V9, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 5                  64
  CLUS_2                 5                  90
  CLUS_3                 3                  60
D59V10, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 3                  66
  CLUS_2                 9                 122
  CLUS_3                 1                  26

Clustering(60) Variable = C18ORF26 MUTATION ANALYSIS
D60V1, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                6                 66
  CLUS_2                3                 91
  CLUS_3                5                 57
D60V2, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                4                 53
  CLUS_2                4                 76
  CLUS_3                6                 85
D60V3, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                6                 40
  CLUS_2                4                 52
  CLUS_3                0                 25
  CLUS_4                3                 34
D60V4, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                2                 62
  CLUS_2                7                 52
  CLUS_3                4                 37
D60V5, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                3                 76
  CLUS_2                6                 56
  CLUS_3                5                 81
D60V6, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                1                 49
  CLUS_2               11                101
  CLUS_3                2                 63
D60V7, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                2                 47
  CLUS_2                7                 89
  CLUS_3                5                 77
D60V8, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                0                 25
  CLUS_2                3                 69
  CLUS_3               11                119
D60V9, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                2                 67
  CLUS_2                7                 88
  CLUS_3                5                 58
D60V10, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                3                 66
  CLUS_2               11                120
  CLUS_3                0                 27

Clustering(61) Variable = SGCZ MUTATION ANALYSIS
D61V1, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            9             63
  CLUS_2           10             84
  CLUS_3            3             59
D61V2, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            3             54
  CLUS_2            9             71
  CLUS_3           10             81
D61V3, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            4             42
  CLUS_2            3             53
  CLUS_3            4             21
  CLUS_4            5             32
D61V4, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            8             56
  CLUS_2            3             56
  CLUS_3            5             36
D61V5, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            9             70
  CLUS_2            6             56
  CLUS_3            7             79
D61V6, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            2             48
  CLUS_2           11            101
  CLUS_3            9             56
D61V7, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            4             45
  CLUS_2            9             87
  CLUS_3            9             73
D61V8, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            3             22
  CLUS_2            7             65
  CLUS_3           12            118
D61V9, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            4             65
  CLUS_2           10             85
  CLUS_3            8             55
D61V10, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            7             62
  CLUS_2           12            119
  CLUS_3            3             24

Clustering(62) Variable = CCNE2 MUTATION ANALYSIS
D62V1, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             2              70
  CLUS_2             6              88
  CLUS_3             4              58
D62V2, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             4              53
  CLUS_2             3              77
  CLUS_3             5              86
D62V3, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             0              46
  CLUS_2             3              53
  CLUS_3             3              22
  CLUS_4             3              34
D62V4, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             6              58
  CLUS_2             2              57
  CLUS_3             1              40
D62V5, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             2              77
  CLUS_2             4              58
  CLUS_3             6              80
D62V6, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             3              47
  CLUS_2             9             103
  CLUS_3             0              65
D62V7, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             1              48
  CLUS_2            10              86
  CLUS_3             1              81
D62V8, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             2              70
  CLUS_3            10             120
D62V9, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             2              67
  CLUS_2            10              85
  CLUS_3             0              63
D62V10, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             1              68
  CLUS_2            10             121
  CLUS_3             1              26

Clustering(63) Variable = CYP4X1 MUTATION ANALYSIS
D63V1, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              4               68
  CLUS_2             10               84
  CLUS_3              2               60
D63V2, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              3               54
  CLUS_2              6               74
  CLUS_3              7               84
D63V3, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              3               43
  CLUS_2              5               51
  CLUS_3              2               23
  CLUS_4              3               34
D63V4, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              2               62
  CLUS_2              7               52
  CLUS_3              4               37
D63V5, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              4               75
  CLUS_2              5               57
  CLUS_3              7               79
D63V6, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              4               46
  CLUS_2              7              105
  CLUS_3              5               60
D63V7, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              3               46
  CLUS_2              7               89
  CLUS_3              6               76
D63V8, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              6               66
  CLUS_3              8              122
D63V9, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              4               65
  CLUS_2              7               88
  CLUS_3              5               58
D63V10, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              6               63
  CLUS_2              8              123
  CLUS_3              2               25

Clustering(64) Variable = POM121 MUTATION ANALYSIS
D64V1, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              4               68
  CLUS_2              5               89
  CLUS_3              6               56
D64V2, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              5               52
  CLUS_2              4               76
  CLUS_3              6               85
D64V3, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              1               45
  CLUS_2              5               51
  CLUS_3              0               25
  CLUS_4              3               34
D64V4, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              5               59
  CLUS_2              4               55
  CLUS_3              0               41
D64V5, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              8               71
  CLUS_2              3               59
  CLUS_3              4               82
D64V6, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              2               48
  CLUS_2              9              103
  CLUS_3              4               61
D64V7, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              4               45
  CLUS_2              6               90
  CLUS_3              5               77
D64V8, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              0               25
  CLUS_2              6               66
  CLUS_3              9              121
D64V9, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              7               62
  CLUS_2              5               90
  CLUS_3              3               60
D64V10, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              6               63
  CLUS_2              8              123
  CLUS_3              1               26

Clustering(65) Variable = KIAA2022 MUTATION ANALYSIS
D65V1, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               11                 61
  CLUS_2               18                 76
  CLUS_3               15                 47
D65V2, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                8                 49
  CLUS_2               18                 62
  CLUS_3               18                 73
D65V3, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                7                 39
  CLUS_2                8                 48
  CLUS_3                5                 20
  CLUS_4               10                 27
D65V4, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               13                 51
  CLUS_2               12                 47
  CLUS_3                5                 36
D65V5, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               12                 67
  CLUS_2               15                 47
  CLUS_3               17                 69
D65V6, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               13                 37
  CLUS_2               22                 90
  CLUS_3                9                 56
D65V7, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                9                 40
  CLUS_2               23                 73
  CLUS_3               12                 70
D65V8, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                6                 19
  CLUS_2               10                 62
  CLUS_3               28                102
D65V9, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               13                 56
  CLUS_2               21                 74
  CLUS_3               10                 53
D65V10, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               10                 59
  CLUS_2               27                104
  CLUS_3                7                 20

Clustering(66) Variable = KIAA1486 MUTATION ANALYSIS
D66V1, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                8                 64
  CLUS_2               15                 79
  CLUS_3                2                 60
D66V2, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                2                 55
  CLUS_2                8                 72
  CLUS_3               15                 76
D66V3, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                7                 39
  CLUS_2                8                 48
  CLUS_3                4                 21
  CLUS_4                2                 35
D66V4, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                7                 57
  CLUS_2                9                 50
  CLUS_3                5                 36
D66V5, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                6                 73
  CLUS_2               10                 52
  CLUS_3                9                 77
D66V6, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                4                 46
  CLUS_2               15                 97
  CLUS_3                6                 59
D66V7, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                8                 41
  CLUS_2                9                 87
  CLUS_3                8                 74
D66V8, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                3                 22
  CLUS_2                8                 64
  CLUS_3               14                116
D66V9, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                7                 62
  CLUS_2               10                 85
  CLUS_3                8                 55
D66V10, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                7                 62
  CLUS_2               16                115
  CLUS_3                2                 25

Clustering(67) Variable = TBC1D3B MUTATION ANALYSIS
D67V1, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               0                72
  CLUS_2               4                90
  CLUS_3               1                61
D67V2, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                56
  CLUS_2               1                79
  CLUS_3               3                88
D67V3, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               2                44
  CLUS_2               0                56
  CLUS_3               0                25
  CLUS_4               2                35
D67V4, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               0                64
  CLUS_2               2                57
  CLUS_3               2                39
D67V5, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                78
  CLUS_2               2                60
  CLUS_3               2                84
D67V6, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                49
  CLUS_2               3               109
  CLUS_3               1                64
D67V7, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                48
  CLUS_2               3                93
  CLUS_3               1                81
D67V8, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                24
  CLUS_2               1                71
  CLUS_3               3               127
D67V9, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                68
  CLUS_2               3                92
  CLUS_3               1                62
D67V10, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                68
  CLUS_2               3               128
  CLUS_3               1                26

Clustering(68) Variable = B2M MUTATION ANALYSIS
D68V1, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           2            70
  CLUS_2           2            92
  CLUS_3           1            61
D68V2, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           1            56
  CLUS_2           1            79
  CLUS_3           3            88
D68V3, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           2            44
  CLUS_2           3            53
  CLUS_3           0            25
  CLUS_4           0            37
D68V4, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           2            62
  CLUS_2           2            57
  CLUS_3           1            40
D68V5, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           1            78
  CLUS_2           3            59
  CLUS_3           1            85
D68V6, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           0            50
  CLUS_2           4           108
  CLUS_3           1            64
D68V7, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           3            46
  CLUS_2           0            96
  CLUS_3           2            80
D68V8, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           2            23
  CLUS_2           1            71
  CLUS_3           2           128
D68V9, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           2            67
  CLUS_2           1            94
  CLUS_3           2            61
D68V10, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           1            68
  CLUS_2           2           129
  CLUS_3           2            25

Clustering(69) Variable = DGAT2L6 MUTATION ANALYSIS
D69V1, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               3                69
  CLUS_2               4                90
  CLUS_3               4                58
D69V2, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                55
  CLUS_2               6                74
  CLUS_3               3                88
D69V3, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                44
  CLUS_2               2                54
  CLUS_3               1                24
  CLUS_4               4                33
D69V4, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               5                59
  CLUS_2               2                57
  CLUS_3               2                39
D69V5, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                77
  CLUS_2               2                60
  CLUS_3               7                79
D69V6, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               3                47
  CLUS_2               7               105
  CLUS_3               1                64
D69V7, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                47
  CLUS_2               6                90
  CLUS_3               3                79
D69V8, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                24
  CLUS_2               2                70
  CLUS_3               8               122
D69V9, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                68
  CLUS_2               7                88
  CLUS_3               3                60
D69V10, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                67
  CLUS_2               8               123
  CLUS_3               1                26

Clustering(70) Variable = EIF3D MUTATION ANALYSIS
D70V1, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             2              70
  CLUS_2             1              93
  CLUS_3             1              61
D70V2, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              56
  CLUS_2             2              78
  CLUS_3             1              90
D70V3, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              46
  CLUS_2             1              55
  CLUS_3             0              25
  CLUS_4             2              35
D70V4, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              63
  CLUS_2             2              57
  CLUS_3             0              41
D70V5, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              78
  CLUS_2             1              61
  CLUS_3             2              84
D70V6, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             2              48
  CLUS_2             1             111
  CLUS_3             1              64
D70V7, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              49
  CLUS_2             3              93
  CLUS_3             1              81
D70V8, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              25
  CLUS_2             1              71
  CLUS_3             3             127
D70V9, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              69
  CLUS_2             3              92
  CLUS_3             1              62
D70V10, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              69
  CLUS_2             4             127
  CLUS_3             0              27

Clustering(71) Variable = SIRPB1 MUTATION ANALYSIS
D71V1, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              2               70
  CLUS_2             12               82
  CLUS_3              4               58
D71V2, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              3               54
  CLUS_2              7               73
  CLUS_3              8               83
D71V3, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              4               42
  CLUS_2              4               52
  CLUS_3              0               25
  CLUS_4              6               31
D71V4, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              4               60
  CLUS_2              8               51
  CLUS_3              2               39
D71V5, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              6               73
  CLUS_2              8               54
  CLUS_3              4               82
D71V6, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              1               49
  CLUS_2             12              100
  CLUS_3              5               60
D71V7, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              5               44
  CLUS_2              6               90
  CLUS_3              7               75
D71V8, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              2               23
  CLUS_2              9               63
  CLUS_3              7              123
D71V9, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              7               62
  CLUS_2              6               89
  CLUS_3              5               58
D71V10, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              8               61
  CLUS_2              7              124
  CLUS_3              3               24

Clustering(72) Variable = CYP7B1 MUTATION ANALYSIS
D72V1, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              4               68
  CLUS_2             12               82
  CLUS_3              2               60
D72V2, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              3               54
  CLUS_2              6               74
  CLUS_3              9               82
D72V3, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              6               40
  CLUS_2              3               53
  CLUS_3              3               22
  CLUS_4              2               35
D72V4, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              4               60
  CLUS_2              7               52
  CLUS_3              3               38
D72V5, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              7               72
  CLUS_2              7               55
  CLUS_3              4               82
D72V6, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              4               46
  CLUS_2              9              103
  CLUS_3              5               60
D72V7, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              5               44
  CLUS_2              5               91
  CLUS_3              8               74
D72V8, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              3               22
  CLUS_2              6               66
  CLUS_3              9              121
D72V9, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              7               62
  CLUS_2              4               91
  CLUS_3              7               56
D72V10, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              6               63
  CLUS_2             10              121
  CLUS_3              2               25

Clustering(73) Variable = PDE1A MUTATION ANALYSIS
D73V1, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             7              65
  CLUS_2            17              77
  CLUS_3             8              54
D73V2, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             7              50
  CLUS_2            12              68
  CLUS_3            13              78
D73V3, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             6              40
  CLUS_2             8              48
  CLUS_3             5              20
  CLUS_4             7              30
D73V4, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1            12              52
  CLUS_2             8              51
  CLUS_3             6              35
D73V5, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             6              73
  CLUS_2            12              50
  CLUS_3            14              72
D73V6, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             8              42
  CLUS_2            20              92
  CLUS_3             4              61
D73V7, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             5              44
  CLUS_2            17              79
  CLUS_3            10              72
D73V8, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             3              22
  CLUS_2             6              66
  CLUS_3            23             107
D73V9, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             5              64
  CLUS_2            18              77
  CLUS_3             9              54
D73V10, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             7              62
  CLUS_2            22             109
  CLUS_3             3              24

Clustering(74) Variable = C9ORF119 MUTATION ANALYSIS
D74V1, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                2                 70
  CLUS_2                6                 88
  CLUS_3                0                 62
D74V2, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                3                 54
  CLUS_2                2                 78
  CLUS_3                3                 88
D74V3, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                2                 44
  CLUS_2                2                 54
  CLUS_3                0                 25
  CLUS_4                0                 37
D74V4, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                1                 63
  CLUS_2                2                 57
  CLUS_3                1                 40
D74V5, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                4                 75
  CLUS_2                2                 60
  CLUS_3                2                 84
D74V6, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                1                 49
  CLUS_2                3                109
  CLUS_3                4                 61
D74V7, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                1                 48
  CLUS_2                2                 94
  CLUS_3                5                 77
D74V8, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                1                 24
  CLUS_2                4                 68
  CLUS_3                3                127
D74V9, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                1                 68
  CLUS_2                2                 93
  CLUS_3                5                 58
D74V10, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                4                 65
  CLUS_2                3                128
  CLUS_3                1                 26

Clustering(75) Variable = TUBAL3 MUTATION ANALYSIS
D75V1, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              5               67
  CLUS_2              4               90
  CLUS_3              1               61
D75V2, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              2               55
  CLUS_2              2               78
  CLUS_3              6               85
D75V3, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              3               43
  CLUS_2              1               55
  CLUS_3              1               24
  CLUS_4              3               34
D75V4, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              1               63
  CLUS_2              4               55
  CLUS_3              3               38
D75V5, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              3               76
  CLUS_2              4               58
  CLUS_3              3               83
D75V6, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              2               48
  CLUS_2              6              106
  CLUS_3              2               63
D75V7, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              2               47
  CLUS_2              4               92
  CLUS_3              4               78
D75V8, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              0               25
  CLUS_2              4               68
  CLUS_3              6              124
D75V9, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              4               65
  CLUS_2              4               91
  CLUS_3              2               61
D75V10, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              4               65
  CLUS_2              5              126
  CLUS_3              1               26

Clustering(76) Variable = NUDT4 MUTATION ANALYSIS
D76V1, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             3              69
  CLUS_2             2              92
  CLUS_3             0              62
D76V2, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             0              57
  CLUS_2             3              77
  CLUS_3             2              89
D76V3, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             2              54
  CLUS_3             0              25
  CLUS_4             0              37
D76V4, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             0              64
  CLUS_2             3              56
  CLUS_3             2              39
D76V5, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             2              77
  CLUS_2             1              61
  CLUS_3             2              84
D76V6, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             2              48
  CLUS_2             1             111
  CLUS_3             2              63
D76V7, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             2              47
  CLUS_2             1              95
  CLUS_3             2              80
D76V8, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             2              70
  CLUS_3             2             128
D76V9, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             3              66
  CLUS_2             1              94
  CLUS_3             1              62
D76V10, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             2              67
  CLUS_2             2             129
  CLUS_3             1              26

Clustering(77) Variable = FAM113B MUTATION ANALYSIS
D77V1, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               7                65
  CLUS_2               9                85
  CLUS_3               4                58
D77V2, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               5                52
  CLUS_2               5                75
  CLUS_3              10                81
D77V3, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               2                44
  CLUS_2              10                46
  CLUS_3               3                22
  CLUS_4               2                35
D77V4, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               7                57
  CLUS_2               8                51
  CLUS_3               2                39
D77V5, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               4                75
  CLUS_2               8                54
  CLUS_3               8                78
D77V6, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               3                47
  CLUS_2              14                98
  CLUS_3               3                62
D77V7, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               5                44
  CLUS_2               9                87
  CLUS_3               6                76
D77V8, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               1                24
  CLUS_2               6                66
  CLUS_3              13               117
D77V9, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               6                63
  CLUS_2              11                84
  CLUS_3               3                60
D77V10, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               5                64
  CLUS_2              14               117
  CLUS_3               1                26

Clustering(78) Variable = CYP4Z1 MUTATION ANALYSIS
D78V1, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              9               63
  CLUS_2              7               87
  CLUS_3              3               59
D78V2, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              6               51
  CLUS_2             10               70
  CLUS_3              3               88
D78V3, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              1               45
  CLUS_2              9               47
  CLUS_3              1               24
  CLUS_4              5               32
D78V4, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              8               56
  CLUS_2              4               55
  CLUS_3              4               37
D78V5, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1             10               69
  CLUS_2              3               59
  CLUS_3              6               80
D78V6, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              2               48
  CLUS_2              8              104
  CLUS_3              9               56
D78V7, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              5               44
  CLUS_2              8               88
  CLUS_3              6               76
D78V8, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              3               22
  CLUS_2              5               67
  CLUS_3             11              119
D78V9, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              5               64
  CLUS_2              8               87
  CLUS_3              6               57
D78V10, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              5               64
  CLUS_2             10              121
  CLUS_3              4               23

Clustering(79) Variable = SLC9A11 MUTATION ANALYSIS
D79V1, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1              10                62
  CLUS_2              19                75
  CLUS_3               7                55
D79V2, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1               5                52
  CLUS_2              18                62
  CLUS_3              13                78
D79V3, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1               6                40
  CLUS_2              12                44
  CLUS_3               4                21
  CLUS_4               5                32
D79V4, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1              14                50
  CLUS_2              11                48
  CLUS_3               2                39
D79V5, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1              10                69
  CLUS_2              12                50
  CLUS_3              14                72
D79V6, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1              10                40
  CLUS_2              16                96
  CLUS_3              10                55
D79V7, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1              10                39
  CLUS_2              14                82
  CLUS_3              12                70
D79V8, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1               6                19
  CLUS_2              11                61
  CLUS_3              19               111
D79V9, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1              15                54
  CLUS_2              14                81
  CLUS_3               7                56
D79V10, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1              10                59
  CLUS_2              21               110
  CLUS_3               5                22

Clustering(80) Variable = DISP1 MUTATION ANALYSIS
D80V1, multiclass
        clus
vv       DISP1 MUTATED DISP1 WILD-TYPE
  CLUS_1             8              64
  CLUS_2            16              78
  CLUS_3             6              56
D80V2, multiclass
        clus
vv       DISP1 MUTATED DISP1 WILD-TYPE
  CLUS_1             9              48
  CLUS_2            11              69
  CLUS_3            10              81
D80V3, multiclass
        clus
vv       DISP1 MUTATED DISP1 WILD-TYPE
  CLUS_1             4              42
  CLUS_2            11              45
  CLUS_3             3              22
  CLUS_4             6              31
D80V4, multiclass
        clus
vv       DISP1 MUTATED DISP1 WILD-TYPE
  CLUS_1            10              54
  CLUS_2            12              47
  CLUS_3             2              39
D80V5, multiclass
        clus
vv       DISP1 MUTATED DISP1 WILD-TYPE
  CLUS_1            12              67
  CLUS_2            10              52
  CLUS_3             8              78
D80V6, multiclass
        clus
vv       DISP1 MUTATED DISP1 WILD-TYPE
  CLUS_1             6              44
  CLUS_2            15              97
  CLUS_3             9              56
D80V7, multiclass
        clus
vv       DISP1 MUTATED DISP1 WILD-TYPE
  CLUS_1             8              41
  CLUS_2            14              82
  CLUS_3             8              74
D80V8, multiclass
        clus
vv       DISP1 MUTATED DISP1 WILD-TYPE
  CLUS_1             1              24
  CLUS_2            10              62
  CLUS_3            19             111
D80V9, multiclass
        clus
vv       DISP1 MUTATED DISP1 WILD-TYPE
  CLUS_1            14              55
  CLUS_2            12              83
  CLUS_3             4              59
D80V10, multiclass
        clus
vv       DISP1 MUTATED DISP1 WILD-TYPE
  CLUS_1             9              60
  CLUS_2            20             111
  CLUS_3             1              26

Clustering(81) Variable = C2ORF39 MUTATION ANALYSIS
D81V1, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               3                69
  CLUS_2               3                91
  CLUS_3               3                59
D81V2, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               3                54
  CLUS_2               5                75
  CLUS_3               1                90
D81V3, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               1                45
  CLUS_2               4                52
  CLUS_3               1                24
  CLUS_4               1                36
D81V4, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               3                61
  CLUS_2               4                55
  CLUS_3               0                41
D81V5, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               2                77
  CLUS_2               0                62
  CLUS_3               7                79
D81V6, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               6                44
  CLUS_2               2               110
  CLUS_3               1                64
D81V7, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               1                48
  CLUS_2               6                90
  CLUS_3               2                80
D81V8, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               1                24
  CLUS_2               2                70
  CLUS_3               6               124
D81V9, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               2                67
  CLUS_2               5                90
  CLUS_3               2                61
D81V10, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               2                67
  CLUS_2               6               125
  CLUS_3               1                26

Clustering(82) Variable = APCS MUTATION ANALYSIS
D82V1, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            3             69
  CLUS_2            5             89
  CLUS_3            3             59
D82V2, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            4             53
  CLUS_2            6             74
  CLUS_3            1             90
D82V3, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            2             44
  CLUS_2            4             52
  CLUS_3            1             24
  CLUS_4            1             36
D82V4, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            3             61
  CLUS_2            4             55
  CLUS_3            1             40
D82V5, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            6             73
  CLUS_2            1             61
  CLUS_3            4             82
D82V6, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            2             48
  CLUS_2            4            108
  CLUS_3            5             60
D82V7, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            3             46
  CLUS_2            4             92
  CLUS_3            4             78
D82V8, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            2             23
  CLUS_2            5             67
  CLUS_3            4            126
D82V9, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            5             64
  CLUS_2            3             92
  CLUS_3            3             60
D82V10, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            5             64
  CLUS_2            5            126
  CLUS_3            1             26

Clustering(83) Variable = SLC10A2 MUTATION ANALYSIS
D83V1, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               5                67
  CLUS_2              10                84
  CLUS_3               5                57
D83V2, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               2                55
  CLUS_2              11                69
  CLUS_3               7                84
D83V3, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               6                40
  CLUS_2               2                54
  CLUS_3               1                24
  CLUS_4               6                31
D83V4, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               4                60
  CLUS_2               5                54
  CLUS_3               6                35
D83V5, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               5                74
  CLUS_2               6                56
  CLUS_3               9                77
D83V6, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               6                44
  CLUS_2              11               101
  CLUS_3               3                62
D83V7, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               7                42
  CLUS_2               8                88
  CLUS_3               5                77
D83V8, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               5                20
  CLUS_2               4                68
  CLUS_3              11               119
D83V9, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               8                61
  CLUS_2               7                88
  CLUS_3               5                58
D83V10, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               4                65
  CLUS_2              11               120
  CLUS_3               5                22

Clustering(84) Variable = DNER MUTATION ANALYSIS
D84V1, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            5             67
  CLUS_2           13             81
  CLUS_3            4             58
D84V2, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            4             53
  CLUS_2            7             73
  CLUS_3           11             80
D84V3, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            5             41
  CLUS_2            5             51
  CLUS_3            3             22
  CLUS_4            4             33
D84V4, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            5             59
  CLUS_2            7             52
  CLUS_3            5             36
D84V5, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            8             71
  CLUS_2            7             55
  CLUS_3            7             79
D84V6, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            3             47
  CLUS_2           13             99
  CLUS_3            6             59
D84V7, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            3             46
  CLUS_2            8             88
  CLUS_3           11             71
D84V8, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            1             24
  CLUS_2           10             62
  CLUS_3           11            119
D84V9, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            4             65
  CLUS_2            8             87
  CLUS_3           10             53
D84V10, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1           11             58
  CLUS_2           11            120
  CLUS_3            0             27

Clustering(85) Variable = FIGLA MUTATION ANALYSIS
D85V1, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              72
  CLUS_2             2              92
  CLUS_3             1              61
D85V2, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              57
  CLUS_2             2              78
  CLUS_3             1              90
D85V3, multiclass
[1] "Remove cluster labels:" "FIGLA MUTATED"         
clus
  FIGLA MUTATED FIGLA WILD-TYPE 
              1             163 
     TCGA-D3-A1Q1      TCGA-D3-A1Q4      TCGA-D3-A1Q5      TCGA-D3-A1Q6 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D3-A1Q7      TCGA-D3-A1Q8      TCGA-D3-A1Q9      TCGA-D3-A1QA 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D3-A1QB      TCGA-D3-A2J6      TCGA-D3-A2J8      TCGA-D3-A2JC 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D3-A2JD      TCGA-D3-A2JN      TCGA-D3-A2JO      TCGA-D3-A2JP 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D3-A3C1      TCGA-D3-A3C3      TCGA-D3-A3CB      TCGA-D3-A3CE 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D3-A3ML      TCGA-D3-A3MO      TCGA-D3-A3MR      TCGA-D3-A3MV 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D9-A148      TCGA-D9-A149      TCGA-D9-A1JW      TCGA-D9-A1JX 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D9-A3Z1      TCGA-DA-A1HV      TCGA-DA-A1HW      TCGA-DA-A1HY 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-DA-A1I0      TCGA-DA-A1I2      TCGA-DA-A1I4      TCGA-DA-A1I5 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-DA-A1I8      TCGA-DA-A1IA      TCGA-DA-A1IB      TCGA-DA-A1IC 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-DA-A3F2      TCGA-DA-A3F3      TCGA-DA-A3F5      TCGA-DA-A3F8 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A17X      TCGA-EE-A180      TCGA-EE-A181      TCGA-EE-A182 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A184      TCGA-EE-A185      TCGA-EE-A20C      TCGA-EE-A20F 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29B      TCGA-EE-A29C      TCGA-EE-A29E      TCGA-EE-A29G 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29H      TCGA-EE-A29L      TCGA-EE-A29M      TCGA-EE-A29N 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29P      TCGA-EE-A29R      TCGA-EE-A29S      TCGA-EE-A29V 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29W      TCGA-EE-A2A0      TCGA-EE-A2A2      TCGA-EE-A2A6 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GC      TCGA-EE-A2GH      TCGA-EE-A2GI      TCGA-EE-A2GK 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GL      TCGA-EE-A2GP      TCGA-EE-A2GR      TCGA-EE-A2GS 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GT      TCGA-EE-A2GU      TCGA-EE-A2M5      TCGA-EE-A2M6 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2M8      TCGA-EE-A2MC      TCGA-EE-A2MD      TCGA-EE-A2MI 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MJ      TCGA-EE-A2MK      TCGA-EE-A2ML      TCGA-EE-A2MM 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MN      TCGA-EE-A2MP      TCGA-EE-A2MR      TCGA-EE-A2MS 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MT      TCGA-EE-A2MU      TCGA-EE-A3AA      TCGA-EE-A3AB 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3AC      TCGA-EE-A3AD      TCGA-EE-A3AE      TCGA-EE-A3AF 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3AG      TCGA-EE-A3J3      TCGA-EE-A3J7      TCGA-EE-A3JA 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3JD      TCGA-EE-A3JE      TCGA-EE-A3JH      TCGA-ER-A193 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A195      TCGA-ER-A197      TCGA-ER-A198      TCGA-ER-A199 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19A      TCGA-ER-A19B      TCGA-ER-A19C      TCGA-ER-A19D 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19E      TCGA-ER-A19G      TCGA-ER-A19H      TCGA-ER-A19J 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19L      TCGA-ER-A19M      TCGA-ER-A19N      TCGA-ER-A19O 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19P      TCGA-ER-A19Q      TCGA-ER-A19S      TCGA-ER-A1A1 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A2NC      TCGA-ER-A2ND      TCGA-ER-A2NE      TCGA-ER-A2NF 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A2NG      TCGA-ER-A2NH      TCGA-ER-A3ES      TCGA-ER-A3ET 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FR-A3YO      TCGA-FS-A1YW      TCGA-FS-A1Z0      TCGA-FS-A1Z3 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1Z4      TCGA-FS-A1ZA      TCGA-FS-A1ZC      TCGA-FS-A1ZD 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZG      TCGA-FS-A1ZH      TCGA-FS-A1ZK      TCGA-FS-A1ZM 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZP      TCGA-FS-A1ZQ      TCGA-FS-A1ZT      TCGA-FS-A1ZU 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FW-A3I3      TCGA-GF-A3OT      TCGA-GN-A261      TCGA-GN-A262 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-GN-A264      TCGA-GN-A265      TCGA-GN-A266      TCGA-GN-A267 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-GN-A268      TCGA-GN-A26A      TCGA-GN-A26D 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
D85V4, multiclass
[1] "Remove cluster labels:" "FIGLA MUTATED"         
clus
  FIGLA MUTATED FIGLA WILD-TYPE 
              1             163 
     TCGA-D3-A1Q1      TCGA-D3-A1Q4      TCGA-D3-A1Q5      TCGA-D3-A1Q6 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D3-A1Q7      TCGA-D3-A1Q8      TCGA-D3-A1Q9      TCGA-D3-A1QA 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D3-A1QB      TCGA-D3-A2J6      TCGA-D3-A2J8      TCGA-D3-A2JC 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D3-A2JD      TCGA-D3-A2JN      TCGA-D3-A2JO      TCGA-D3-A2JP 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D3-A3C1      TCGA-D3-A3C3      TCGA-D3-A3CB      TCGA-D3-A3CE 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D3-A3ML      TCGA-D3-A3MO      TCGA-D3-A3MR      TCGA-D3-A3MV 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D9-A148      TCGA-D9-A149      TCGA-D9-A1JW      TCGA-D9-A1JX 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-D9-A3Z1      TCGA-DA-A1HV      TCGA-DA-A1HW      TCGA-DA-A1HY 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-DA-A1I0      TCGA-DA-A1I2      TCGA-DA-A1I4      TCGA-DA-A1I5 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-DA-A1I8      TCGA-DA-A1IA      TCGA-DA-A1IB      TCGA-DA-A1IC 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-DA-A3F2      TCGA-DA-A3F3      TCGA-DA-A3F5      TCGA-DA-A3F8 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A17X      TCGA-EE-A180      TCGA-EE-A181      TCGA-EE-A182 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A184      TCGA-EE-A185      TCGA-EE-A20C      TCGA-EE-A20F 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29B      TCGA-EE-A29C      TCGA-EE-A29E      TCGA-EE-A29G 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29H      TCGA-EE-A29L      TCGA-EE-A29M      TCGA-EE-A29N 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29P      TCGA-EE-A29R      TCGA-EE-A29S      TCGA-EE-A29V 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29W      TCGA-EE-A2A0      TCGA-EE-A2A2      TCGA-EE-A2A6 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GC      TCGA-EE-A2GH      TCGA-EE-A2GI      TCGA-EE-A2GK 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GL      TCGA-EE-A2GP      TCGA-EE-A2GR      TCGA-EE-A2GS 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GT      TCGA-EE-A2GU      TCGA-EE-A2M5      TCGA-EE-A2M6 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2M8      TCGA-EE-A2MC      TCGA-EE-A2MD      TCGA-EE-A2MI 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MJ      TCGA-EE-A2MK      TCGA-EE-A2ML      TCGA-EE-A2MM 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MN      TCGA-EE-A2MP      TCGA-EE-A2MR      TCGA-EE-A2MS 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MT      TCGA-EE-A2MU      TCGA-EE-A3AA      TCGA-EE-A3AB 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3AC      TCGA-EE-A3AD      TCGA-EE-A3AE      TCGA-EE-A3AF 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3AG      TCGA-EE-A3J3      TCGA-EE-A3J7      TCGA-EE-A3JA 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3JD      TCGA-EE-A3JE      TCGA-EE-A3JH      TCGA-ER-A193 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A195      TCGA-ER-A197      TCGA-ER-A198      TCGA-ER-A199 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19A      TCGA-ER-A19B      TCGA-ER-A19C      TCGA-ER-A19D 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19E      TCGA-ER-A19G      TCGA-ER-A19H      TCGA-ER-A19J 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19L      TCGA-ER-A19M      TCGA-ER-A19N      TCGA-ER-A19O 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19P      TCGA-ER-A19Q      TCGA-ER-A19S      TCGA-ER-A1A1 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A2NC      TCGA-ER-A2ND      TCGA-ER-A2NE      TCGA-ER-A2NF 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A2NG      TCGA-ER-A2NH      TCGA-ER-A3ES      TCGA-ER-A3ET 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FR-A3YO      TCGA-FS-A1YW      TCGA-FS-A1Z0      TCGA-FS-A1Z3 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1Z4      TCGA-FS-A1ZA      TCGA-FS-A1ZC      TCGA-FS-A1ZD 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZG      TCGA-FS-A1ZH      TCGA-FS-A1ZK      TCGA-FS-A1ZM 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZP      TCGA-FS-A1ZQ      TCGA-FS-A1ZT      TCGA-FS-A1ZU 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FW-A3I3      TCGA-GF-A3OT      TCGA-GN-A261      TCGA-GN-A262 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-GN-A264      TCGA-GN-A265      TCGA-GN-A266      TCGA-GN-A267 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-GN-A268      TCGA-GN-A26A      TCGA-GN-A26D 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
D85V5, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              79
  CLUS_2             1              61
  CLUS_3             2              84
D85V6, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              50
  CLUS_2             3             109
  CLUS_3             0              65
D85V7, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             1              48
  CLUS_2             2              94
  CLUS_3             0              82
D85V8, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              25
  CLUS_2             0              72
  CLUS_3             3             127
D85V9, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              69
  CLUS_2             3              92
  CLUS_3             0              63
D85V10, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              69
  CLUS_2             3             128
  CLUS_3             0              27

Clustering(86) Variable = C7ORF58 MUTATION ANALYSIS
D86V1, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1              12                60
  CLUS_2               9                85
  CLUS_3               8                54
D86V2, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               6                51
  CLUS_2              16                64
  CLUS_3               7                84
D86V3, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               7                39
  CLUS_2               7                49
  CLUS_3               0                25
  CLUS_4               8                29
D86V4, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               4                60
  CLUS_2              12                47
  CLUS_3               6                35
D86V5, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1              10                69
  CLUS_2               7                55
  CLUS_3              12                74
D86V6, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               5                45
  CLUS_2              15                97
  CLUS_3               9                56
D86V7, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               8                41
  CLUS_2              13                83
  CLUS_3               8                74
D86V8, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               6                19
  CLUS_2               7                65
  CLUS_3              16               114
D86V9, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1              10                59
  CLUS_2              12                83
  CLUS_3               7                56
D86V10, multiclass
        clus
vv       C7ORF58 MUTATED C7ORF58 WILD-TYPE
  CLUS_1               7                62
  CLUS_2              16               115
  CLUS_3               6                21

Clustering(87) Variable = LPAR1 MUTATION ANALYSIS
D87V1, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             3              69
  CLUS_2             5              89
  CLUS_3             4              58
D87V2, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             0              57
  CLUS_2             4              76
  CLUS_3             8              83
D87V3, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             4              52
  CLUS_3             2              23
  CLUS_4             1              36
D87V4, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             3              61
  CLUS_2             6              53
  CLUS_3             1              40
D87V5, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             2              77
  CLUS_2             4              58
  CLUS_3             6              80
D87V6, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             2              48
  CLUS_2             8             104
  CLUS_3             2              63
D87V7, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             3              46
  CLUS_2             4              92
  CLUS_3             5              77
D87V8, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             3              69
  CLUS_3             7             123
D87V9, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             3              66
  CLUS_2             6              89
  CLUS_3             3              60
D87V10, multiclass
        clus
vv       LPAR1 MUTATED LPAR1 WILD-TYPE
  CLUS_1             3              66
  CLUS_2             7             124
  CLUS_3             2              25

Clustering(88) Variable = ST6GAL2 MUTATION ANALYSIS
D88V1, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1              10                62
  CLUS_2              14                80
  CLUS_3               9                53
D88V2, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               5                52
  CLUS_2              17                63
  CLUS_3              11                80
D88V3, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               8                38
  CLUS_2               7                49
  CLUS_3               1                24
  CLUS_4               4                33
D88V4, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               6                58
  CLUS_2               9                50
  CLUS_3               5                36
D88V5, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1              14                65
  CLUS_2               9                53
  CLUS_3              10                76
D88V6, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               8                42
  CLUS_2              13                99
  CLUS_3              12                53
D88V7, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               5                44
  CLUS_2              11                85
  CLUS_3              17                65
D88V8, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               2                23
  CLUS_2              13                59
  CLUS_3              18               112
D88V9, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1               9                60
  CLUS_2              10                85
  CLUS_3              14                49
D88V10, multiclass
        clus
vv       ST6GAL2 MUTATED ST6GAL2 WILD-TYPE
  CLUS_1              11                58
  CLUS_2              20               111
  CLUS_3               2                25

Clustering(89) Variable = IGF2BP3 MUTATION ANALYSIS
D89V1, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               3                69
  CLUS_2               3                91
  CLUS_3               0                62
D89V2, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               2                55
  CLUS_2               2                78
  CLUS_3               2                89
D89V3, multiclass
[1] "Remove cluster labels:" "IGF2BP3 MUTATED"       
clus
  IGF2BP3 MUTATED IGF2BP3 WILD-TYPE 
                2               162 
       TCGA-D3-A1Q1        TCGA-D3-A1Q4        TCGA-D3-A1Q5        TCGA-D3-A1Q6 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D3-A1Q7        TCGA-D3-A1Q8        TCGA-D3-A1Q9        TCGA-D3-A1QA 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D3-A1QB        TCGA-D3-A2J6        TCGA-D3-A2J8        TCGA-D3-A2JC 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D3-A2JD        TCGA-D3-A2JN        TCGA-D3-A2JO        TCGA-D3-A2JP 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D3-A3C1        TCGA-D3-A3C3        TCGA-D3-A3CB        TCGA-D3-A3CE 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D3-A3ML        TCGA-D3-A3MO        TCGA-D3-A3MR        TCGA-D3-A3MV 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D9-A148        TCGA-D9-A149        TCGA-D9-A1JW        TCGA-D9-A1JX 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D9-A3Z1        TCGA-DA-A1HV        TCGA-DA-A1HW        TCGA-DA-A1HY 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-DA-A1I0        TCGA-DA-A1I2        TCGA-DA-A1I4        TCGA-DA-A1I5 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-DA-A1I8        TCGA-DA-A1IA        TCGA-DA-A1IB        TCGA-DA-A1IC 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-DA-A3F2        TCGA-DA-A3F3        TCGA-DA-A3F5        TCGA-DA-A3F8 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A17X        TCGA-EE-A180        TCGA-EE-A181        TCGA-EE-A182 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A184        TCGA-EE-A185        TCGA-EE-A20C        TCGA-EE-A20F 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A29B        TCGA-EE-A29C        TCGA-EE-A29E        TCGA-EE-A29G 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A29H        TCGA-EE-A29L        TCGA-EE-A29M        TCGA-EE-A29N 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A29P        TCGA-EE-A29R        TCGA-EE-A29S        TCGA-EE-A29V 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A29W        TCGA-EE-A2A0        TCGA-EE-A2A2        TCGA-EE-A2A6 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2GC        TCGA-EE-A2GH        TCGA-EE-A2GI        TCGA-EE-A2GK 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2GL        TCGA-EE-A2GP        TCGA-EE-A2GR        TCGA-EE-A2GS 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2GT        TCGA-EE-A2GU        TCGA-EE-A2M5        TCGA-EE-A2M6 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2M8        TCGA-EE-A2MC        TCGA-EE-A2MD        TCGA-EE-A2MI 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2MJ        TCGA-EE-A2MK        TCGA-EE-A2ML        TCGA-EE-A2MM 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2MN        TCGA-EE-A2MP        TCGA-EE-A2MR        TCGA-EE-A2MS 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2MT        TCGA-EE-A2MU        TCGA-EE-A3AA        TCGA-EE-A3AB 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A3AD        TCGA-EE-A3AE        TCGA-EE-A3AF        TCGA-EE-A3AG 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A3J3        TCGA-EE-A3J7        TCGA-EE-A3JA        TCGA-EE-A3JD 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A3JE        TCGA-EE-A3JH        TCGA-ER-A193        TCGA-ER-A195 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A197        TCGA-ER-A198        TCGA-ER-A199        TCGA-ER-A19A 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A19B        TCGA-ER-A19C        TCGA-ER-A19D        TCGA-ER-A19E 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A19F        TCGA-ER-A19G        TCGA-ER-A19H        TCGA-ER-A19J 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A19L        TCGA-ER-A19M        TCGA-ER-A19N        TCGA-ER-A19O 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A19Q        TCGA-ER-A19S        TCGA-ER-A1A1        TCGA-ER-A2NC 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A2ND        TCGA-ER-A2NE        TCGA-ER-A2NF        TCGA-ER-A2NG 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A2NH        TCGA-ER-A3ES        TCGA-ER-A3ET        TCGA-FR-A3YO 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-FS-A1YW        TCGA-FS-A1Z0        TCGA-FS-A1Z3        TCGA-FS-A1Z4 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-FS-A1ZA        TCGA-FS-A1ZC        TCGA-FS-A1ZD        TCGA-FS-A1ZG 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-FS-A1ZH        TCGA-FS-A1ZK        TCGA-FS-A1ZM        TCGA-FS-A1ZP 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-FS-A1ZQ        TCGA-FS-A1ZT        TCGA-FS-A1ZU        TCGA-FW-A3I3 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-GF-A3OT        TCGA-GN-A261        TCGA-GN-A262        TCGA-GN-A264 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-GN-A265        TCGA-GN-A266        TCGA-GN-A267        TCGA-GN-A268 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-GN-A26A        TCGA-GN-A26D 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
D89V4, multiclass
[1] "Remove cluster labels:" "IGF2BP3 MUTATED"       
clus
  IGF2BP3 MUTATED IGF2BP3 WILD-TYPE 
                2               162 
       TCGA-D3-A1Q1        TCGA-D3-A1Q4        TCGA-D3-A1Q5        TCGA-D3-A1Q6 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D3-A1Q7        TCGA-D3-A1Q8        TCGA-D3-A1Q9        TCGA-D3-A1QA 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D3-A1QB        TCGA-D3-A2J6        TCGA-D3-A2J8        TCGA-D3-A2JC 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D3-A2JD        TCGA-D3-A2JN        TCGA-D3-A2JO        TCGA-D3-A2JP 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D3-A3C1        TCGA-D3-A3C3        TCGA-D3-A3CB        TCGA-D3-A3CE 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D3-A3ML        TCGA-D3-A3MO        TCGA-D3-A3MR        TCGA-D3-A3MV 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D9-A148        TCGA-D9-A149        TCGA-D9-A1JW        TCGA-D9-A1JX 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-D9-A3Z1        TCGA-DA-A1HV        TCGA-DA-A1HW        TCGA-DA-A1HY 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-DA-A1I0        TCGA-DA-A1I2        TCGA-DA-A1I4        TCGA-DA-A1I5 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-DA-A1I8        TCGA-DA-A1IA        TCGA-DA-A1IB        TCGA-DA-A1IC 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-DA-A3F2        TCGA-DA-A3F3        TCGA-DA-A3F5        TCGA-DA-A3F8 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A17X        TCGA-EE-A180        TCGA-EE-A181        TCGA-EE-A182 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A184        TCGA-EE-A185        TCGA-EE-A20C        TCGA-EE-A20F 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A29B        TCGA-EE-A29C        TCGA-EE-A29E        TCGA-EE-A29G 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A29H        TCGA-EE-A29L        TCGA-EE-A29M        TCGA-EE-A29N 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A29P        TCGA-EE-A29R        TCGA-EE-A29S        TCGA-EE-A29V 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A29W        TCGA-EE-A2A0        TCGA-EE-A2A2        TCGA-EE-A2A6 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2GC        TCGA-EE-A2GH        TCGA-EE-A2GI        TCGA-EE-A2GK 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2GL        TCGA-EE-A2GP        TCGA-EE-A2GR        TCGA-EE-A2GS 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2GT        TCGA-EE-A2GU        TCGA-EE-A2M5        TCGA-EE-A2M6 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2M8        TCGA-EE-A2MC        TCGA-EE-A2MD        TCGA-EE-A2MI 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2MJ        TCGA-EE-A2MK        TCGA-EE-A2ML        TCGA-EE-A2MM 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2MN        TCGA-EE-A2MP        TCGA-EE-A2MR        TCGA-EE-A2MS 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A2MT        TCGA-EE-A2MU        TCGA-EE-A3AA        TCGA-EE-A3AB 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A3AD        TCGA-EE-A3AE        TCGA-EE-A3AF        TCGA-EE-A3AG 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A3J3        TCGA-EE-A3J7        TCGA-EE-A3JA        TCGA-EE-A3JD 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-EE-A3JE        TCGA-EE-A3JH        TCGA-ER-A193        TCGA-ER-A195 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A197        TCGA-ER-A198        TCGA-ER-A199        TCGA-ER-A19A 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A19B        TCGA-ER-A19C        TCGA-ER-A19D        TCGA-ER-A19E 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A19F        TCGA-ER-A19G        TCGA-ER-A19H        TCGA-ER-A19J 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A19L        TCGA-ER-A19M        TCGA-ER-A19N        TCGA-ER-A19O 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A19Q        TCGA-ER-A19S        TCGA-ER-A1A1        TCGA-ER-A2NC 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A2ND        TCGA-ER-A2NE        TCGA-ER-A2NF        TCGA-ER-A2NG 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-ER-A2NH        TCGA-ER-A3ES        TCGA-ER-A3ET        TCGA-FR-A3YO 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-FS-A1YW        TCGA-FS-A1Z0        TCGA-FS-A1Z3        TCGA-FS-A1Z4 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-FS-A1ZA        TCGA-FS-A1ZC        TCGA-FS-A1ZD        TCGA-FS-A1ZG 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-FS-A1ZH        TCGA-FS-A1ZK        TCGA-FS-A1ZM        TCGA-FS-A1ZP 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-FS-A1ZQ        TCGA-FS-A1ZT        TCGA-FS-A1ZU        TCGA-FW-A3I3 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-GF-A3OT        TCGA-GN-A261        TCGA-GN-A262        TCGA-GN-A264 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-GN-A265        TCGA-GN-A266        TCGA-GN-A267        TCGA-GN-A268 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
       TCGA-GN-A26A        TCGA-GN-A26D 
"IGF2BP3 WILD-TYPE" "IGF2BP3 WILD-TYPE" 
D89V5, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               1                78
  CLUS_2               3                59
  CLUS_3               2                84
D89V6, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               1                49
  CLUS_2               4               108
  CLUS_3               1                64
D89V7, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               2                47
  CLUS_2               4                92
  CLUS_3               0                82
D89V8, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               0                25
  CLUS_2               1                71
  CLUS_3               5               125
D89V9, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               2                67
  CLUS_2               4                91
  CLUS_3               0                63
D89V10, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               1                68
  CLUS_2               5               126
  CLUS_3               0                27

Clustering(90) Variable = DDX3X MUTATION ANALYSIS
D90V1, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             7              65
  CLUS_2             9              85
  CLUS_3             2              60
D90V2, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             5              52
  CLUS_2             6              74
  CLUS_3             7              84
D90V3, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             5              41
  CLUS_2             4              52
  CLUS_3             2              23
  CLUS_4             4              33
D90V4, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             6              58
  CLUS_2             4              55
  CLUS_3             5              36
D90V5, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             5              74
  CLUS_2             6              56
  CLUS_3             7              79
D90V6, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             3              47
  CLUS_2             9             103
  CLUS_3             6              59
D90V7, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              45
  CLUS_2             9              87
  CLUS_3             5              77
D90V8, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              21
  CLUS_2             3              69
  CLUS_3            11             119
D90V9, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              65
  CLUS_2             8              87
  CLUS_3             6              57
D90V10, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              65
  CLUS_2            11             120
  CLUS_3             3              24

Clustering(91) Variable = POTEG MUTATION ANALYSIS
D91V1, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1            12              60
  CLUS_2             7              87
  CLUS_3             6              56
D91V2, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             8              49
  CLUS_2            12              68
  CLUS_3             5              86
D91V3, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             3              43
  CLUS_2             5              51
  CLUS_3             2              23
  CLUS_4             7              30
D91V4, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             4              60
  CLUS_2             9              50
  CLUS_3             4              37
D91V5, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1            10              69
  CLUS_2             5              57
  CLUS_3            10              76
D91V6, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             7              43
  CLUS_2             9             103
  CLUS_3             9              56
D91V7, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             4              45
  CLUS_2            13              83
  CLUS_3             8              74
D91V8, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             1              24
  CLUS_2             8              64
  CLUS_3            16             114
D91V9, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             4              65
  CLUS_2            13              82
  CLUS_3             8              55
D91V10, multiclass
        clus
vv       POTEG MUTATED POTEG WILD-TYPE
  CLUS_1             7              62
  CLUS_2            17             114
  CLUS_3             1              26

Clustering(92) Variable = FASLG MUTATION ANALYSIS
D92V1, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             3              69
  CLUS_2             7              87
  CLUS_3             1              61
D92V2, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             1              56
  CLUS_2             6              74
  CLUS_3             4              87
D92V3, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             2              44
  CLUS_2             5              51
  CLUS_3             0              25
  CLUS_4             3              34
D92V4, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             4              60
  CLUS_2             5              54
  CLUS_3             1              40
D92V5, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             2              77
  CLUS_2             3              59
  CLUS_3             6              80
D92V6, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             2              48
  CLUS_2             7             105
  CLUS_3             2              63
D92V7, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             3              46
  CLUS_2             4              92
  CLUS_3             4              78
D92V8, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             1              24
  CLUS_2             5              67
  CLUS_3             5             125
D92V9, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             7              62
  CLUS_2             3              92
  CLUS_3             1              62
D92V10, multiclass
        clus
vv       FASLG MUTATED FASLG WILD-TYPE
  CLUS_1             4              65
  CLUS_2             6             125
  CLUS_3             1              26

Clustering(93) Variable = SV2B MUTATION ANALYSIS
D93V1, multiclass
        clus
vv       SV2B MUTATED SV2B WILD-TYPE
  CLUS_1            8             64
  CLUS_2           14             80
  CLUS_3            3             59
D93V2, multiclass
        clus
vv       SV2B MUTATED SV2B WILD-TYPE
  CLUS_1            6             51
  CLUS_2            5             75
  CLUS_3           14             77
D93V3, multiclass
        clus
vv       SV2B MUTATED SV2B WILD-TYPE
  CLUS_1            4             42
  CLUS_2            7             49
  CLUS_3            3             22
  CLUS_4            4             33
D93V4, multiclass
        clus
vv       SV2B MUTATED SV2B WILD-TYPE
  CLUS_1            6             58
  CLUS_2            7             52
  CLUS_3            5             36
D93V5, multiclass
        clus
vv       SV2B MUTATED SV2B WILD-TYPE
  CLUS_1            6             73
  CLUS_2            9             53
  CLUS_3           10             76
D93V6, multiclass
        clus
vv       SV2B MUTATED SV2B WILD-TYPE
  CLUS_1            6             44
  CLUS_2           13             99
  CLUS_3            6             59
D93V7, multiclass
        clus
vv       SV2B MUTATED SV2B WILD-TYPE
  CLUS_1            5             44
  CLUS_2           12             84
  CLUS_3            8             74
D93V8, multiclass
        clus
vv       SV2B MUTATED SV2B WILD-TYPE
  CLUS_1            2             23
  CLUS_2           10             62
  CLUS_3           13            117
D93V9, multiclass
        clus
vv       SV2B MUTATED SV2B WILD-TYPE
  CLUS_1            8             61
  CLUS_2           10             85
  CLUS_3            7             56
D93V10, multiclass
        clus
vv       SV2B MUTATED SV2B WILD-TYPE
  CLUS_1            9             60
  CLUS_2           15            116
  CLUS_3            1             26

Clustering(94) Variable = ZFX MUTATION ANALYSIS
D94V1, multiclass
        clus
vv       ZFX MUTATED ZFX WILD-TYPE
  CLUS_1           3            69
  CLUS_2           6            88
  CLUS_3           3            59
D94V2, multiclass
        clus
vv       ZFX MUTATED ZFX WILD-TYPE
  CLUS_1           4            53
  CLUS_2           4            76
  CLUS_3           4            87
D94V3, multiclass
        clus
vv       ZFX MUTATED ZFX WILD-TYPE
  CLUS_1           1            45
  CLUS_2           4            52
  CLUS_3           0            25
  CLUS_4           2            35
D94V4, multiclass
        clus
vv       ZFX MUTATED ZFX WILD-TYPE
  CLUS_1           3            61
  CLUS_2           3            56
  CLUS_3           1            40
D94V5, multiclass
        clus
vv       ZFX MUTATED ZFX WILD-TYPE
  CLUS_1           2            77
  CLUS_2           5            57
  CLUS_3           5            81
D94V6, multiclass
        clus
vv       ZFX MUTATED ZFX WILD-TYPE
  CLUS_1           3            47
  CLUS_2           8           104
  CLUS_3           1            64
D94V7, multiclass
        clus
vv       ZFX MUTATED ZFX WILD-TYPE
  CLUS_1           1            48
  CLUS_2          10            86
  CLUS_3           1            81
D94V8, multiclass
        clus
vv       ZFX MUTATED ZFX WILD-TYPE
  CLUS_1           1            24
  CLUS_2           1            71
  CLUS_3          10           120
D94V9, multiclass
        clus
vv       ZFX MUTATED ZFX WILD-TYPE
  CLUS_1           4            65
  CLUS_2           8            87
  CLUS_3           0            63
D94V10, multiclass
        clus
vv       ZFX MUTATED ZFX WILD-TYPE
  CLUS_1           1            68
  CLUS_2          10           121
  CLUS_3           1            26

Clustering(95) Variable = PHGDH MUTATION ANALYSIS
D95V1, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             1              71
  CLUS_2             6              88
  CLUS_3             2              60
D95V2, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              55
  CLUS_2             4              76
  CLUS_3             3              88
D95V3, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              44
  CLUS_2             1              55
  CLUS_3             2              23
  CLUS_4             2              35
D95V4, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              62
  CLUS_2             4              55
  CLUS_3             1              40
D95V5, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              77
  CLUS_2             3              59
  CLUS_3             4              82
D95V6, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             1              49
  CLUS_2             6             106
  CLUS_3             2              63
D95V7, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             3              46
  CLUS_2             3              93
  CLUS_3             3              79
D95V8, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              23
  CLUS_2             3              69
  CLUS_3             4             126
D95V9, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             3              66
  CLUS_2             4              91
  CLUS_3             2              61
D95V10, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             3              66
  CLUS_2             4             127
  CLUS_3             2              25

Clustering(96) Variable = ARL16 MUTATION ANALYSIS
D96V1, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             3              69
  CLUS_2             2              92
  CLUS_3             2              60
D96V2, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             3              54
  CLUS_2             3              77
  CLUS_3             1              90
D96V3, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             1              45
  CLUS_2             3              53
  CLUS_3             0              25
  CLUS_4             1              36
D96V4, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             1              63
  CLUS_2             4              55
  CLUS_3             0              41
D96V5, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             4              75
  CLUS_2             2              60
  CLUS_3             1              85
D96V6, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             1              49
  CLUS_2             4             108
  CLUS_3             2              63
D96V7, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             2              47
  CLUS_2             3              93
  CLUS_3             2              80
D96V8, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             2              70
  CLUS_3             4             126
D96V9, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             4              65
  CLUS_2             1              94
  CLUS_3             2              61
D96V10, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             2              67
  CLUS_2             4             127
  CLUS_3             1              26

Clustering(97) Variable = SPTLC3 MUTATION ANALYSIS
D97V1, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              4               68
  CLUS_2              9               85
  CLUS_3              4               58
D97V2, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              4               53
  CLUS_2              7               73
  CLUS_3              6               85
D97V3, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              3               43
  CLUS_2              5               51
  CLUS_3              1               24
  CLUS_4              3               34
D97V4, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              6               58
  CLUS_2              5               54
  CLUS_3              1               40
D97V5, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              5               74
  CLUS_2             10               52
  CLUS_3              2               84
D97V6, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              2               48
  CLUS_2             11              101
  CLUS_3              4               61
D97V7, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              2               47
  CLUS_2             10               86
  CLUS_3              5               77
D97V8, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              1               24
  CLUS_2              3               69
  CLUS_3             13              117
D97V9, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              3               66
  CLUS_2              9               86
  CLUS_3              5               58
D97V10, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              3               66
  CLUS_2             13              118
  CLUS_3              1               26

Clustering(98) Variable = CX3CL1 MUTATION ANALYSIS
D98V1, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              2               70
  CLUS_2              0               94
  CLUS_3              2               60
D98V2, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              1               56
  CLUS_2              3               77
  CLUS_3              0               91
D98V3, multiclass
[1] "Remove cluster labels:" "CX3CL1 MUTATED"        
clus
  CX3CL1 MUTATED CX3CL1 WILD-TYPE 
               2              162 
      TCGA-D3-A1Q1       TCGA-D3-A1Q4       TCGA-D3-A1Q5       TCGA-D3-A1Q6 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D3-A1Q7       TCGA-D3-A1Q8       TCGA-D3-A1Q9       TCGA-D3-A1QA 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D3-A1QB       TCGA-D3-A2J6       TCGA-D3-A2J8       TCGA-D3-A2JC 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D3-A2JD       TCGA-D3-A2JN       TCGA-D3-A2JO       TCGA-D3-A2JP 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D3-A3C1       TCGA-D3-A3C3       TCGA-D3-A3CB       TCGA-D3-A3CE 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D3-A3ML       TCGA-D3-A3MO       TCGA-D3-A3MR       TCGA-D3-A3MV 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D9-A148       TCGA-D9-A149       TCGA-D9-A1JW       TCGA-D9-A1JX 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D9-A3Z1       TCGA-DA-A1HV       TCGA-DA-A1HW       TCGA-DA-A1HY 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-DA-A1I0       TCGA-DA-A1I2       TCGA-DA-A1I4       TCGA-DA-A1I5 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-DA-A1I8       TCGA-DA-A1IA       TCGA-DA-A1IB       TCGA-DA-A1IC 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-DA-A3F2       TCGA-DA-A3F3       TCGA-DA-A3F5       TCGA-DA-A3F8 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A17X       TCGA-EE-A180       TCGA-EE-A181       TCGA-EE-A182 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A184       TCGA-EE-A185       TCGA-EE-A20C       TCGA-EE-A20F 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29B       TCGA-EE-A29C       TCGA-EE-A29E       TCGA-EE-A29G 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29H       TCGA-EE-A29L       TCGA-EE-A29M       TCGA-EE-A29N 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29P       TCGA-EE-A29R       TCGA-EE-A29S       TCGA-EE-A29V 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29W       TCGA-EE-A2A0       TCGA-EE-A2A2       TCGA-EE-A2A6 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GC       TCGA-EE-A2GH       TCGA-EE-A2GI       TCGA-EE-A2GK 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GL       TCGA-EE-A2GP       TCGA-EE-A2GR       TCGA-EE-A2GS 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GT       TCGA-EE-A2GU       TCGA-EE-A2M5       TCGA-EE-A2M6 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2M8       TCGA-EE-A2MC       TCGA-EE-A2MD       TCGA-EE-A2MI 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MJ       TCGA-EE-A2MK       TCGA-EE-A2ML       TCGA-EE-A2MM 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MN       TCGA-EE-A2MP       TCGA-EE-A2MR       TCGA-EE-A2MS 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MT       TCGA-EE-A2MU       TCGA-EE-A3AA       TCGA-EE-A3AB 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3AC       TCGA-EE-A3AE       TCGA-EE-A3AF       TCGA-EE-A3AG 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3J3       TCGA-EE-A3J7       TCGA-EE-A3JA       TCGA-EE-A3JD 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3JE       TCGA-EE-A3JH       TCGA-ER-A193       TCGA-ER-A195 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A197       TCGA-ER-A198       TCGA-ER-A199       TCGA-ER-A19A 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19B       TCGA-ER-A19C       TCGA-ER-A19D       TCGA-ER-A19E 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19F       TCGA-ER-A19G       TCGA-ER-A19H       TCGA-ER-A19J 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19L       TCGA-ER-A19M       TCGA-ER-A19N       TCGA-ER-A19O 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19P       TCGA-ER-A19Q       TCGA-ER-A19S       TCGA-ER-A1A1 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A2NC       TCGA-ER-A2ND       TCGA-ER-A2NE       TCGA-ER-A2NF 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A2NG       TCGA-ER-A2NH       TCGA-ER-A3ES       TCGA-ER-A3ET 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FR-A3YO       TCGA-FS-A1YW       TCGA-FS-A1Z3       TCGA-FS-A1Z4 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZA       TCGA-FS-A1ZC       TCGA-FS-A1ZD       TCGA-FS-A1ZG 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZH       TCGA-FS-A1ZK       TCGA-FS-A1ZM       TCGA-FS-A1ZP 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZQ       TCGA-FS-A1ZT       TCGA-FS-A1ZU       TCGA-FW-A3I3 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GF-A3OT       TCGA-GN-A261       TCGA-GN-A262       TCGA-GN-A264 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A265       TCGA-GN-A266       TCGA-GN-A267       TCGA-GN-A268 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A26A       TCGA-GN-A26D 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
D98V4, multiclass
[1] "Remove cluster labels:" "CX3CL1 MUTATED"        
clus
  CX3CL1 MUTATED CX3CL1 WILD-TYPE 
               2              162 
      TCGA-D3-A1Q1       TCGA-D3-A1Q4       TCGA-D3-A1Q5       TCGA-D3-A1Q6 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D3-A1Q7       TCGA-D3-A1Q8       TCGA-D3-A1Q9       TCGA-D3-A1QA 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D3-A1QB       TCGA-D3-A2J6       TCGA-D3-A2J8       TCGA-D3-A2JC 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D3-A2JD       TCGA-D3-A2JN       TCGA-D3-A2JO       TCGA-D3-A2JP 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D3-A3C1       TCGA-D3-A3C3       TCGA-D3-A3CB       TCGA-D3-A3CE 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D3-A3ML       TCGA-D3-A3MO       TCGA-D3-A3MR       TCGA-D3-A3MV 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D9-A148       TCGA-D9-A149       TCGA-D9-A1JW       TCGA-D9-A1JX 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-D9-A3Z1       TCGA-DA-A1HV       TCGA-DA-A1HW       TCGA-DA-A1HY 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-DA-A1I0       TCGA-DA-A1I2       TCGA-DA-A1I4       TCGA-DA-A1I5 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-DA-A1I8       TCGA-DA-A1IA       TCGA-DA-A1IB       TCGA-DA-A1IC 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-DA-A3F2       TCGA-DA-A3F3       TCGA-DA-A3F5       TCGA-DA-A3F8 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A17X       TCGA-EE-A180       TCGA-EE-A181       TCGA-EE-A182 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A184       TCGA-EE-A185       TCGA-EE-A20C       TCGA-EE-A20F 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29B       TCGA-EE-A29C       TCGA-EE-A29E       TCGA-EE-A29G 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29H       TCGA-EE-A29L       TCGA-EE-A29M       TCGA-EE-A29N 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29P       TCGA-EE-A29R       TCGA-EE-A29S       TCGA-EE-A29V 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29W       TCGA-EE-A2A0       TCGA-EE-A2A2       TCGA-EE-A2A6 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GC       TCGA-EE-A2GH       TCGA-EE-A2GI       TCGA-EE-A2GK 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GL       TCGA-EE-A2GP       TCGA-EE-A2GR       TCGA-EE-A2GS 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GT       TCGA-EE-A2GU       TCGA-EE-A2M5       TCGA-EE-A2M6 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2M8       TCGA-EE-A2MC       TCGA-EE-A2MD       TCGA-EE-A2MI 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MJ       TCGA-EE-A2MK       TCGA-EE-A2ML       TCGA-EE-A2MM 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MN       TCGA-EE-A2MP       TCGA-EE-A2MR       TCGA-EE-A2MS 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MT       TCGA-EE-A2MU       TCGA-EE-A3AA       TCGA-EE-A3AB 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3AC       TCGA-EE-A3AE       TCGA-EE-A3AF       TCGA-EE-A3AG 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3J3       TCGA-EE-A3J7       TCGA-EE-A3JA       TCGA-EE-A3JD 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3JE       TCGA-EE-A3JH       TCGA-ER-A193       TCGA-ER-A195 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A197       TCGA-ER-A198       TCGA-ER-A199       TCGA-ER-A19A 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19B       TCGA-ER-A19C       TCGA-ER-A19D       TCGA-ER-A19E 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19F       TCGA-ER-A19G       TCGA-ER-A19H       TCGA-ER-A19J 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19L       TCGA-ER-A19M       TCGA-ER-A19N       TCGA-ER-A19O 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19P       TCGA-ER-A19Q       TCGA-ER-A19S       TCGA-ER-A1A1 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A2NC       TCGA-ER-A2ND       TCGA-ER-A2NE       TCGA-ER-A2NF 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A2NG       TCGA-ER-A2NH       TCGA-ER-A3ES       TCGA-ER-A3ET 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FR-A3YO       TCGA-FS-A1YW       TCGA-FS-A1Z3       TCGA-FS-A1Z4 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZA       TCGA-FS-A1ZC       TCGA-FS-A1ZD       TCGA-FS-A1ZG 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZH       TCGA-FS-A1ZK       TCGA-FS-A1ZM       TCGA-FS-A1ZP 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZQ       TCGA-FS-A1ZT       TCGA-FS-A1ZU       TCGA-FW-A3I3 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GF-A3OT       TCGA-GN-A261       TCGA-GN-A262       TCGA-GN-A264 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A265       TCGA-GN-A266       TCGA-GN-A267       TCGA-GN-A268 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A26A       TCGA-GN-A26D 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
D98V5, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              1               78
  CLUS_2              1               61
  CLUS_3              2               84
D98V6, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              2               48
  CLUS_2              2              110
  CLUS_3              0               65
D98V7, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              0               49
  CLUS_2              4               92
  CLUS_3              0               82
D98V8, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              0               25
  CLUS_2              0               72
  CLUS_3              4              126
D98V9, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              1               68
  CLUS_2              3               92
  CLUS_3              0               63
D98V10, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              0               69
  CLUS_2              4              127
  CLUS_3              0               27

Clustering(99) Variable = ACD MUTATION ANALYSIS
D99V1, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           1            71
  CLUS_2           4            90
  CLUS_3           4            58
D99V2, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           3            54
  CLUS_2           2            78
  CLUS_3           4            87
D99V3, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           3            43
  CLUS_2           3            53
  CLUS_3           1            24
  CLUS_4           1            36
D99V4, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           2            62
  CLUS_2           5            54
  CLUS_3           1            40
D99V5, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           5            74
  CLUS_2           2            60
  CLUS_3           2            84
D99V6, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           0            50
  CLUS_2           5           107
  CLUS_3           4            61
D99V7, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           4            45
  CLUS_2           1            95
  CLUS_3           4            78
D99V8, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           0            25
  CLUS_2           6            66
  CLUS_3           3           127
D99V9, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           4            65
  CLUS_2           2            93
  CLUS_3           3            60
D99V10, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           5            64
  CLUS_2           3           128
  CLUS_3           1            26

Clustering(100) Variable = TRHDE MUTATION ANALYSIS
D100V1, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            12              60
  CLUS_2            21              73
  CLUS_3             8              54
D100V2, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             7              50
  CLUS_2            15              65
  CLUS_3            19              72
D100V3, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            10              36
  CLUS_2             8              48
  CLUS_3             5              20
  CLUS_4            11              26
D100V4, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            15              49
  CLUS_2            10              49
  CLUS_3             9              32
D100V5, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            12              67
  CLUS_2            10              52
  CLUS_3            19              67
D100V6, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             8              42
  CLUS_2            22              90
  CLUS_3            11              54
D100V7, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             8              41
  CLUS_2            20              76
  CLUS_3            13              69
D100V8, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             3              22
  CLUS_2            14              58
  CLUS_3            24             106
D100V9, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            15              54
  CLUS_2            18              77
  CLUS_3             8              55
D100V10, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            13              56
  CLUS_2            26             105
  CLUS_3             2              25

Clustering(101) Variable = ADAMTS2 MUTATION ANALYSIS
D101V1, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               7                65
  CLUS_2              15                79
  CLUS_3               2                60
D101V2, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               5                52
  CLUS_2              10                70
  CLUS_3               9                82
D101V3, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               6                40
  CLUS_2              10                46
  CLUS_3               1                24
  CLUS_4               2                35
D101V4, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               8                56
  CLUS_2               7                52
  CLUS_3               4                37
D101V5, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               7                72
  CLUS_2               7                55
  CLUS_3              10                76
D101V6, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               5                45
  CLUS_2              15                97
  CLUS_3               4                61
D101V7, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               7                42
  CLUS_2              12                84
  CLUS_3               5                77
D101V8, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               2                23
  CLUS_2               4                68
  CLUS_3              18               112
D101V9, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1              10                59
  CLUS_2               9                86
  CLUS_3               5                58
D101V10, multiclass
        clus
vv       ADAMTS2 MUTATED ADAMTS2 WILD-TYPE
  CLUS_1               5                64
  CLUS_2              17               114
  CLUS_3               2                25

Clustering(102) Variable = NF1 MUTATION ANALYSIS
D102V1, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           9            63
  CLUS_2          18            76
  CLUS_3           5            57
D102V2, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           8            49
  CLUS_2          14            66
  CLUS_3          10            81
D102V3, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           6            40
  CLUS_2           9            47
  CLUS_3           2            23
  CLUS_4           9            28
D102V4, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1          14            50
  CLUS_2           7            52
  CLUS_3           5            36
D102V5, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           9            70
  CLUS_2           8            54
  CLUS_3          15            71
D102V6, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1          12            38
  CLUS_2          13            99
  CLUS_3           7            58
D102V7, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           7            42
  CLUS_2          15            81
  CLUS_3          10            72
D102V8, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           4            21
  CLUS_2           9            63
  CLUS_3          19           111
D102V9, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1          11            58
  CLUS_2          16            79
  CLUS_3           5            58
D102V10, multiclass
        clus
vv       NF1 MUTATED NF1 WILD-TYPE
  CLUS_1           8            61
  CLUS_2          20           111
  CLUS_3           4            23

Clustering(103) Variable = OR4K1 MUTATION ANALYSIS
D103V1, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             8              64
  CLUS_2            13              81
  CLUS_3             5              57
D103V2, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             7              50
  CLUS_2             9              71
  CLUS_3            10              81
D103V3, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             6              40
  CLUS_2             5              51
  CLUS_3             1              24
  CLUS_4             8              29
D103V4, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             8              56
  CLUS_2             8              51
  CLUS_3             4              37
D103V5, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             8              71
  CLUS_2             9              53
  CLUS_3             9              77
D103V6, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             8              42
  CLUS_2            11             101
  CLUS_3             7              58
D103V7, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             5              44
  CLUS_2             9              87
  CLUS_3            12              70
D103V8, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             4              21
  CLUS_2            10              62
  CLUS_3            12             118
D103V9, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1             6              63
  CLUS_2             9              86
  CLUS_3            11              52
D103V10, multiclass
        clus
vv       OR4K1 MUTATED OR4K1 WILD-TYPE
  CLUS_1            11              58
  CLUS_2            12             119
  CLUS_3             3              24

Clustering(104) Variable = PCSK1 MUTATION ANALYSIS
D104V1, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             5              67
  CLUS_2             8              86
  CLUS_3             6              56
D104V2, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             4              53
  CLUS_2             9              71
  CLUS_3             6              85
D104V3, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             5              51
  CLUS_3             1              24
  CLUS_4             6              31
D104V4, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             5              59
  CLUS_2             7              52
  CLUS_3             3              38
D104V5, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             7              72
  CLUS_2             5              57
  CLUS_3             7              79
D104V6, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             4              46
  CLUS_2             9             103
  CLUS_3             6              59
D104V7, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             4              45
  CLUS_2             8              88
  CLUS_3             7              75
D104V8, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             3              22
  CLUS_2             7              65
  CLUS_3             9             121
D104V9, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             6              63
  CLUS_2             8              87
  CLUS_3             5              58
D104V10, multiclass
        clus
vv       PCSK1 MUTATED PCSK1 WILD-TYPE
  CLUS_1             7              62
  CLUS_2             8             123
  CLUS_3             4              23

Clustering(105) Variable = KRT78 MUTATION ANALYSIS
D105V1, multiclass
        clus
vv       KRT78 MUTATED KRT78 WILD-TYPE
  CLUS_1             7              65
  CLUS_2             8              86
  CLUS_3             1              61
D105V2, multiclass
        clus
vv       KRT78 MUTATED KRT78 WILD-TYPE
  CLUS_1             2              55
  CLUS_2             8              72
  CLUS_3             6              85
D105V3, multiclass
        clus
vv       KRT78 MUTATED KRT78 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             3              53
  CLUS_3             1              24
  CLUS_4             4              33
D105V4, multiclass
        clus
vv       KRT78 MUTATED KRT78 WILD-TYPE
  CLUS_1             6              58
  CLUS_2             4              55
  CLUS_3             1              40
D105V5, multiclass
        clus
vv       KRT78 MUTATED KRT78 WILD-TYPE
  CLUS_1             4              75
  CLUS_2             7              55
  CLUS_3             5              81
D105V6, multiclass
        clus
vv       KRT78 MUTATED KRT78 WILD-TYPE
  CLUS_1             5              45
  CLUS_2             8             104
  CLUS_3             3              62
D105V7, multiclass
        clus
vv       KRT78 MUTATED KRT78 WILD-TYPE
  CLUS_1             2              47
  CLUS_2             7              89
  CLUS_3             7              75
D105V8, multiclass
        clus
vv       KRT78 MUTATED KRT78 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             6              66
  CLUS_3            10             120
D105V9, multiclass
        clus
vv       KRT78 MUTATED KRT78 WILD-TYPE
  CLUS_1             4              65
  CLUS_2             7              88
  CLUS_3             5              58
D105V10, multiclass
        clus
vv       KRT78 MUTATED KRT78 WILD-TYPE
  CLUS_1             5              64
  CLUS_2            11             120
  CLUS_3             0              27

Clustering(106) Variable = ZNF595 MUTATION ANALYSIS
D106V1, multiclass
        clus
vv       ZNF595 MUTATED ZNF595 WILD-TYPE
  CLUS_1              3               69
  CLUS_2              4               90
  CLUS_3              3               59
D106V2, multiclass
        clus
vv       ZNF595 MUTATED ZNF595 WILD-TYPE
  CLUS_1              1               56
  CLUS_2              4               76
  CLUS_3              5               86
D106V3, multiclass
        clus
vv       ZNF595 MUTATED ZNF595 WILD-TYPE
  CLUS_1              1               45
  CLUS_2              4               52
  CLUS_3              1               24
  CLUS_4              2               35
D106V4, multiclass
        clus
vv       ZNF595 MUTATED ZNF595 WILD-TYPE
  CLUS_1              4               60
  CLUS_2              1               58
  CLUS_3              3               38
D106V5, multiclass
        clus
vv       ZNF595 MUTATED ZNF595 WILD-TYPE
  CLUS_1              6               73
  CLUS_2              1               61
  CLUS_3              3               83
D106V6, multiclass
        clus
vv       ZNF595 MUTATED ZNF595 WILD-TYPE
  CLUS_1              1               49
  CLUS_2              5              107
  CLUS_3              4               61
D106V7, multiclass
        clus
vv       ZNF595 MUTATED ZNF595 WILD-TYPE
  CLUS_1              3               46
  CLUS_2              4               92
  CLUS_3              3               79
D106V8, multiclass
        clus
vv       ZNF595 MUTATED ZNF595 WILD-TYPE
  CLUS_1              0               25
  CLUS_2              4               68
  CLUS_3              6              124
D106V9, multiclass
        clus
vv       ZNF595 MUTATED ZNF595 WILD-TYPE
  CLUS_1              3               66
  CLUS_2              5               90
  CLUS_3              2               61
D106V10, multiclass
        clus
vv       ZNF595 MUTATED ZNF595 WILD-TYPE
  CLUS_1              4               65
  CLUS_2              6              125
  CLUS_3              0               27

Clustering(107) Variable = AMHR2 MUTATION ANALYSIS
D107V1, multiclass
        clus
vv       AMHR2 MUTATED AMHR2 WILD-TYPE
  CLUS_1             5              67
  CLUS_2             6              88
  CLUS_3             3              59
D107V2, multiclass
        clus
vv       AMHR2 MUTATED AMHR2 WILD-TYPE
  CLUS_1             3              54
  CLUS_2             6              74
  CLUS_3             5              86
D107V3, multiclass
        clus
vv       AMHR2 MUTATED AMHR2 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             4              52
  CLUS_3             2              23
  CLUS_4             3              34
D107V4, multiclass
        clus
vv       AMHR2 MUTATED AMHR2 WILD-TYPE
  CLUS_1             3              61
  CLUS_2             5              54
  CLUS_3             3              38
D107V5, multiclass
        clus
vv       AMHR2 MUTATED AMHR2 WILD-TYPE
  CLUS_1             6              73
  CLUS_2             4              58
  CLUS_3             4              82
D107V6, multiclass
        clus
vv       AMHR2 MUTATED AMHR2 WILD-TYPE
  CLUS_1             2              48
  CLUS_2             6             106
  CLUS_3             6              59
D107V7, multiclass
        clus
vv       AMHR2 MUTATED AMHR2 WILD-TYPE
  CLUS_1             4              45
  CLUS_2             5              91
  CLUS_3             5              77
D107V8, multiclass
        clus
vv       AMHR2 MUTATED AMHR2 WILD-TYPE
  CLUS_1             2              23
  CLUS_2             5              67
  CLUS_3             7             123
D107V9, multiclass
        clus
vv       AMHR2 MUTATED AMHR2 WILD-TYPE
  CLUS_1             4              65
  CLUS_2             5              90
  CLUS_3             5              58
D107V10, multiclass
        clus
vv       AMHR2 MUTATED AMHR2 WILD-TYPE
  CLUS_1             5              64
  CLUS_2             7             124
  CLUS_3             2              25

Clustering(108) Variable = RBM46 MUTATION ANALYSIS
D108V1, multiclass
        clus
vv       RBM46 MUTATED RBM46 WILD-TYPE
  CLUS_1             4              68
  CLUS_2             7              87
  CLUS_3             4              58
D108V2, multiclass
        clus
vv       RBM46 MUTATED RBM46 WILD-TYPE
  CLUS_1             2              55
  CLUS_2             9              71
  CLUS_3             4              87
D108V3, multiclass
        clus
vv       RBM46 MUTATED RBM46 WILD-TYPE
  CLUS_1             4              42
  CLUS_2             2              54
  CLUS_3             0              25
  CLUS_4             4              33
D108V4, multiclass
        clus
vv       RBM46 MUTATED RBM46 WILD-TYPE
  CLUS_1             1              63
  CLUS_2             7              52
  CLUS_3             2              39
D108V5, multiclass
        clus
vv       RBM46 MUTATED RBM46 WILD-TYPE
  CLUS_1             6              73
  CLUS_2             4              58
  CLUS_3             5              81
D108V6, multiclass
        clus
vv       RBM46 MUTATED RBM46 WILD-TYPE
  CLUS_1             2              48
  CLUS_2             8             104
  CLUS_3             5              60
D108V7, multiclass
        clus
vv       RBM46 MUTATED RBM46 WILD-TYPE
  CLUS_1             1              48
  CLUS_2             6              90
  CLUS_3             8              74
D108V8, multiclass
        clus
vv       RBM46 MUTATED RBM46 WILD-TYPE
  CLUS_1             0              25
  CLUS_2             7              65
  CLUS_3             8             122
D108V9, multiclass
        clus
vv       RBM46 MUTATED RBM46 WILD-TYPE
  CLUS_1             6              63
  CLUS_2             5              90
  CLUS_3             4              59
D108V10, multiclass
        clus
vv       RBM46 MUTATED RBM46 WILD-TYPE
  CLUS_1             7              62
  CLUS_2             8             123
  CLUS_3             0              27

Clustering(109) Variable = IL1F7 MUTATION ANALYSIS
D109V1, multiclass
        clus
vv       IL1F7 MUTATED IL1F7 WILD-TYPE
  CLUS_1             3              69
  CLUS_2             5              89
  CLUS_3             2              60
D109V2, multiclass
        clus
vv       IL1F7 MUTATED IL1F7 WILD-TYPE
  CLUS_1             2              55
  CLUS_2             2              78
  CLUS_3             6              85
D109V3, multiclass
        clus
vv       IL1F7 MUTATED IL1F7 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             0              56
  CLUS_3             2              23
  CLUS_4             3              34
D109V4, multiclass
        clus
vv       IL1F7 MUTATED IL1F7 WILD-TYPE
  CLUS_1             4              60
  CLUS_2             2              57
  CLUS_3             1              40
D109V5, multiclass
        clus
vv       IL1F7 MUTATED IL1F7 WILD-TYPE
  CLUS_1             3              76
  CLUS_2             4              58
  CLUS_3             3              83
D109V6, multiclass
        clus
vv       IL1F7 MUTATED IL1F7 WILD-TYPE
  CLUS_1             1              49
  CLUS_2             6             106
  CLUS_3             3              62
D109V7, multiclass
        clus
vv       IL1F7 MUTATED IL1F7 WILD-TYPE
  CLUS_1             2              47
  CLUS_2             4              92
  CLUS_3             4              78
D109V8, multiclass
        clus
vv       IL1F7 MUTATED IL1F7 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             3              69
  CLUS_3             6             124
D109V9, multiclass
        clus
vv       IL1F7 MUTATED IL1F7 WILD-TYPE
  CLUS_1             2              67
  CLUS_2             6              89
  CLUS_3             2              61
D109V10, multiclass
        clus
vv       IL1F7 MUTATED IL1F7 WILD-TYPE
  CLUS_1             3              66
  CLUS_2             6             125
  CLUS_3             1              26

Clustering(110) Variable = PREX2 MUTATION ANALYSIS
D110V1, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            20              52
  CLUS_2            23              71
  CLUS_3            12              50
D110V2, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1             9              48
  CLUS_2            26              54
  CLUS_3            20              71
D110V3, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            12              34
  CLUS_2            12              44
  CLUS_3             7              18
  CLUS_4            12              25
D110V4, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            19              45
  CLUS_2            13              46
  CLUS_3            11              30
D110V5, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            15              64
  CLUS_2            20              42
  CLUS_3            20              66
D110V6, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            11              39
  CLUS_2            32              80
  CLUS_3            12              53
D110V7, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            14              35
  CLUS_2            23              73
  CLUS_3            18              64
D110V8, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1             8              17
  CLUS_2            10              62
  CLUS_3            37              93
D110V9, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            16              53
  CLUS_2            24              71
  CLUS_3            15              48
D110V10, multiclass
        clus
vv       PREX2 MUTATED PREX2 WILD-TYPE
  CLUS_1            10              59
  CLUS_2            37              94
  CLUS_3             8              19

Clustering(111) Variable = TRIOBP MUTATION ANALYSIS
D111V1, multiclass
        clus
vv       TRIOBP MUTATED TRIOBP WILD-TYPE
  CLUS_1             13               59
  CLUS_2             13               81
  CLUS_3              9               53
D111V2, multiclass
        clus
vv       TRIOBP MUTATED TRIOBP WILD-TYPE
  CLUS_1              9               48
  CLUS_2             12               68
  CLUS_3             14               77
D111V3, multiclass
        clus
vv       TRIOBP MUTATED TRIOBP WILD-TYPE
  CLUS_1              7               39
  CLUS_2             11               45
  CLUS_3              5               20
  CLUS_4              5               32
D111V4, multiclass
        clus
vv       TRIOBP MUTATED TRIOBP WILD-TYPE
  CLUS_1             12               52
  CLUS_2             12               47
  CLUS_3              4               37
D111V5, multiclass
        clus
vv       TRIOBP MUTATED TRIOBP WILD-TYPE
  CLUS_1              8               71
  CLUS_2             11               51
  CLUS_3             16               70
D111V6, multiclass
        clus
vv       TRIOBP MUTATED TRIOBP WILD-TYPE
  CLUS_1              8               42
  CLUS_2             19               93
  CLUS_3              8               57
D111V7, multiclass
        clus
vv       TRIOBP MUTATED TRIOBP WILD-TYPE
  CLUS_1             10               39
  CLUS_2             15               81
  CLUS_3             10               72
D111V8, multiclass
        clus
vv       TRIOBP MUTATED TRIOBP WILD-TYPE
  CLUS_1              5               20
  CLUS_2              9               63
  CLUS_3             21              109
D111V9, multiclass
        clus
vv       TRIOBP MUTATED TRIOBP WILD-TYPE
  CLUS_1             12               57
  CLUS_2             16               79
  CLUS_3              7               56
D111V10, multiclass
        clus
vv       TRIOBP MUTATED TRIOBP WILD-TYPE
  CLUS_1              9               60
  CLUS_2             21              110
  CLUS_3              5               22

Clustering(112) Variable = ENAM MUTATION ANALYSIS
D112V1, multiclass
        clus
vv       ENAM MUTATED ENAM WILD-TYPE
  CLUS_1            9             63
  CLUS_2           14             80
  CLUS_3            8             54
D112V2, multiclass
        clus
vv       ENAM MUTATED ENAM WILD-TYPE
  CLUS_1            5             52
  CLUS_2           11             69
  CLUS_3           15             76
D112V3, multiclass
        clus
vv       ENAM MUTATED ENAM WILD-TYPE
  CLUS_1            5             41
  CLUS_2            4             52
  CLUS_3            4             21
  CLUS_4            8             29
D112V4, multiclass
        clus
vv       ENAM MUTATED ENAM WILD-TYPE
  CLUS_1           10             54
  CLUS_2            4             55
  CLUS_3            7             34
D112V5, multiclass
        clus
vv       ENAM MUTATED ENAM WILD-TYPE
  CLUS_1            8             71
  CLUS_2           11             51
  CLUS_3           12             74
D112V6, multiclass
        clus
vv       ENAM MUTATED ENAM WILD-TYPE
  CLUS_1            7             43
  CLUS_2           19             93
  CLUS_3            5             60
D112V7, multiclass
        clus
vv       ENAM MUTATED ENAM WILD-TYPE
  CLUS_1            9             40
  CLUS_2           13             83
  CLUS_3            9             73
D112V8, multiclass
        clus
vv       ENAM MUTATED ENAM WILD-TYPE
  CLUS_1            5             20
  CLUS_2            8             64
  CLUS_3           18            112
D112V9, multiclass
        clus
vv       ENAM MUTATED ENAM WILD-TYPE
  CLUS_1           11             58
  CLUS_2           13             82
  CLUS_3            7             56
D112V10, multiclass
        clus
vv       ENAM MUTATED ENAM WILD-TYPE
  CLUS_1            8             61
  CLUS_2           19            112
  CLUS_3            4             23

Clustering(113) Variable = RBM22 MUTATION ANALYSIS
D113V1, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             4              68
  CLUS_2             2              92
  CLUS_3             1              61
D113V2, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             4              53
  CLUS_2             1              79
  CLUS_3             2              89
D113V3, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             1              55
  CLUS_3             0              25
  CLUS_4             0              37
D113V4, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             2              62
  CLUS_2             0              59
  CLUS_3             1              40
D113V5, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             4              75
  CLUS_2             2              60
  CLUS_3             1              85
D113V6, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             2              48
  CLUS_2             2             110
  CLUS_3             3              62
D113V7, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             2              47
  CLUS_2             3              93
  CLUS_3             2              80
D113V8, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             1              24
  CLUS_2             3              69
  CLUS_3             3             127
D113V9, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             3              66
  CLUS_2             2              93
  CLUS_3             2              61
D113V10, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             4              65
  CLUS_2             3             128
  CLUS_3             0              27

Clustering(114) Variable = GK2 MUTATION ANALYSIS
D114V1, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           7            65
  CLUS_2          15            79
  CLUS_3           7            55
D114V2, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           5            52
  CLUS_2          13            67
  CLUS_3          11            80
D114V3, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           8            38
  CLUS_2           5            51
  CLUS_3           2            23
  CLUS_4           5            32
D114V4, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1          10            54
  CLUS_2           9            50
  CLUS_3           1            40
D114V5, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1          11            68
  CLUS_2           8            54
  CLUS_3          10            76
D114V6, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           7            43
  CLUS_2          13            99
  CLUS_3           9            56
D114V7, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           3            46
  CLUS_2          14            82
  CLUS_3          12            70
D114V8, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           2            23
  CLUS_2          10            62
  CLUS_3          17           113
D114V9, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           7            62
  CLUS_2          12            83
  CLUS_3          10            53
D114V10, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1          11            58
  CLUS_2          17           114
  CLUS_3           1            26

Clustering(115) Variable = CACNA1H MUTATION ANALYSIS
D115V1, multiclass
        clus
vv       CACNA1H MUTATED CACNA1H WILD-TYPE
  CLUS_1               8                64
  CLUS_2               7                87
  CLUS_3               6                56
D115V2, multiclass
        clus
vv       CACNA1H MUTATED CACNA1H WILD-TYPE
  CLUS_1               2                55
  CLUS_2              10                70
  CLUS_3               9                82
D115V3, multiclass
        clus
vv       CACNA1H MUTATED CACNA1H WILD-TYPE
  CLUS_1               4                42
  CLUS_2               3                53
  CLUS_3               4                21
  CLUS_4               7                30
D115V4, multiclass
        clus
vv       CACNA1H MUTATED CACNA1H WILD-TYPE
  CLUS_1               6                58
  CLUS_2               6                53
  CLUS_3               6                35
D115V5, multiclass
        clus
vv       CACNA1H MUTATED CACNA1H WILD-TYPE
  CLUS_1               7                72
  CLUS_2               4                58
  CLUS_3              10                76
D115V6, multiclass
        clus
vv       CACNA1H MUTATED CACNA1H WILD-TYPE
  CLUS_1               4                46
  CLUS_2              10               102
  CLUS_3               7                58
D115V7, multiclass
        clus
vv       CACNA1H MUTATED CACNA1H WILD-TYPE
  CLUS_1               2                47
  CLUS_2              12                84
  CLUS_3               7                75
D115V8, multiclass
        clus
vv       CACNA1H MUTATED CACNA1H WILD-TYPE
  CLUS_1               1                24
  CLUS_2               7                65
  CLUS_3              13               117
D115V9, multiclass
        clus
vv       CACNA1H MUTATED CACNA1H WILD-TYPE
  CLUS_1               6                63
  CLUS_2              10                85
  CLUS_3               5                58
D115V10, multiclass
        clus
vv       CACNA1H MUTATED CACNA1H WILD-TYPE
  CLUS_1               6                63
  CLUS_2              13               118
  CLUS_3               2                25
                           V1                            V2 
                    "CN_CNMF"            "METHLYATION_CNMF" 
                           V3                            V4 
                  "RPPA_CNMF"          "RPPA_CHIERARCHICAL" 
                           V5                            V6 
               "MRNASEQ_CNMF"       "MRNASEQ_CHIERARCHICAL" 
                           V7                            V8 
                "MIRSEQ_CNMF"        "MIRSEQ_CHIERARCHICAL" 
                           V9                           V10 
         "MIRSEQ_MATURE_CNMF" "MIRSEQ_MATURE_CHIERARCHICAL" 
> q(save="no")
