
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/376901/SKCM-TM.mutsig.cluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_MergedClusteringPipeline/SKCM-TM/2908175/1.GDAC_mergedClustering.Finished/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=260, in cluster file=225, common to both=225
[1] 129 225
[1] "TP53 MUTATION ANALYSIS"
[1] 3
  TP53 MUTATED TP53 WILD-TYPE 
            34            191 
  TP53 MUTATED TP53 WILD-TYPE 
            34            191 
[1] "BRAF MUTATION ANALYSIS"
[1] 3
  BRAF MUTATED BRAF WILD-TYPE 
           115            110 
  BRAF MUTATED BRAF WILD-TYPE 
           115            110 
[1] "C15ORF23 MUTATION ANALYSIS"
[1] 3
  C15ORF23 MUTATED C15ORF23 WILD-TYPE 
                14                211 
  C15ORF23 MUTATED C15ORF23 WILD-TYPE 
                14                211 
[1] "CDKN2A MUTATION ANALYSIS"
[1] 3
  CDKN2A MUTATED CDKN2A WILD-TYPE 
              31              194 
  CDKN2A MUTATED CDKN2A WILD-TYPE 
              31              194 
[1] "NRAS MUTATION ANALYSIS"
[1] 3
  NRAS MUTATED NRAS WILD-TYPE 
            65            160 
  NRAS MUTATED NRAS WILD-TYPE 
            65            160 
[1] "OXA1L MUTATION ANALYSIS"
[1] 3
  OXA1L MUTATED OXA1L WILD-TYPE 
              6             219 
  OXA1L MUTATED OXA1L WILD-TYPE 
              6             219 
[1] "STK19 MUTATION ANALYSIS"
[1] 3
  STK19 MUTATED STK19 WILD-TYPE 
             10             215 
  STK19 MUTATED STK19 WILD-TYPE 
             10             215 
[1] "PTEN MUTATION ANALYSIS"
[1] 3
  PTEN MUTATED PTEN WILD-TYPE 
            18            207 
  PTEN MUTATED PTEN WILD-TYPE 
            18            207 
[1] "RAC1 MUTATION ANALYSIS"
[1] 3
  RAC1 MUTATED RAC1 WILD-TYPE 
            16            209 
  RAC1 MUTATED RAC1 WILD-TYPE 
            16            209 
[1] "ACSM2B MUTATION ANALYSIS"
[1] 3
  ACSM2B MUTATED ACSM2B WILD-TYPE 
              36              189 
  ACSM2B MUTATED ACSM2B WILD-TYPE 
              36              189 
[1] "CADM2 MUTATION ANALYSIS"
[1] 3
  CADM2 MUTATED CADM2 WILD-TYPE 
             22             203 
  CADM2 MUTATED CADM2 WILD-TYPE 
             22             203 
[1] "OR51S1 MUTATION ANALYSIS"
[1] 3
  OR51S1 MUTATED OR51S1 WILD-TYPE 
              26              199 
  OR51S1 MUTATED OR51S1 WILD-TYPE 
              26              199 
[1] "LCE1B MUTATION ANALYSIS"
[1] 3
  LCE1B MUTATED LCE1B WILD-TYPE 
             13             212 
  LCE1B MUTATED LCE1B WILD-TYPE 
             13             212 
[1] "IDH1 MUTATION ANALYSIS"
[1] 3
  IDH1 MUTATED IDH1 WILD-TYPE 
            11            214 
  IDH1 MUTATED IDH1 WILD-TYPE 
            11            214 
[1] "TAF1A MUTATION ANALYSIS"
[1] 3
  TAF1A MUTATED TAF1A WILD-TYPE 
             14             211 
  TAF1A MUTATED TAF1A WILD-TYPE 
             14             211 
[1] "NAP1L2 MUTATION ANALYSIS"
[1] 3
  NAP1L2 MUTATED NAP1L2 WILD-TYPE 
              21              204 
  NAP1L2 MUTATED NAP1L2 WILD-TYPE 
              21              204 
[1] "MUC7 MUTATION ANALYSIS"
[1] 3
  MUC7 MUTATED MUC7 WILD-TYPE 
            19            206 
  MUC7 MUTATED MUC7 WILD-TYPE 
            19            206 
[1] "PPP6C MUTATION ANALYSIS"
[1] 3
  PPP6C MUTATED PPP6C WILD-TYPE 
             17             208 
  PPP6C MUTATED PPP6C WILD-TYPE 
             17             208 
[1] "FRG2B MUTATION ANALYSIS"
[1] 3
  FRG2B MUTATED FRG2B WILD-TYPE 
             17             208 
  FRG2B MUTATED FRG2B WILD-TYPE 
             17             208 
[1] "USP29 MUTATION ANALYSIS"
[1] 3
  USP29 MUTATED USP29 WILD-TYPE 
             35             190 
  USP29 MUTATED USP29 WILD-TYPE 
             35             190 
[1] "PRB4 MUTATION ANALYSIS"
[1] 3
  PRB4 MUTATED PRB4 WILD-TYPE 
            18            207 
  PRB4 MUTATED PRB4 WILD-TYPE 
            18            207 
[1] "HIST1H2AA MUTATION ANALYSIS"
[1] 3
  HIST1H2AA MUTATED HIST1H2AA WILD-TYPE 
                 10                 215 
  HIST1H2AA MUTATED HIST1H2AA WILD-TYPE 
                 10                 215 
[1] "RPTN MUTATION ANALYSIS"
[1] 3
  RPTN MUTATED RPTN WILD-TYPE 
            38            187 
  RPTN MUTATED RPTN WILD-TYPE 
            38            187 
[1] "ZNF479 MUTATION ANALYSIS"
[1] 3
  ZNF479 MUTATED ZNF479 WILD-TYPE 
              22              203 
  ZNF479 MUTATED ZNF479 WILD-TYPE 
              22              203 
[1] "C8A MUTATION ANALYSIS"
[1] 3
  C8A MUTATED C8A WILD-TYPE 
           26           199 
  C8A MUTATED C8A WILD-TYPE 
           26           199 
[1] "FUT9 MUTATION ANALYSIS"
[1] 3
  FUT9 MUTATED FUT9 WILD-TYPE 
            22            203 
  FUT9 MUTATED FUT9 WILD-TYPE 
            22            203 
[1] "ZNF679 MUTATION ANALYSIS"
[1] 3
  ZNF679 MUTATED ZNF679 WILD-TYPE 
              18              207 
  ZNF679 MUTATED ZNF679 WILD-TYPE 
              18              207 
[1] "NRK MUTATION ANALYSIS"
[1] 3
  NRK MUTATED NRK WILD-TYPE 
           28           197 
  NRK MUTATED NRK WILD-TYPE 
           28           197 
[1] "CDH9 MUTATION ANALYSIS"
[1] 3
  CDH9 MUTATED CDH9 WILD-TYPE 
            32            193 
  CDH9 MUTATED CDH9 WILD-TYPE 
            32            193 
[1] "PRAMEF11 MUTATION ANALYSIS"
[1] 3
  PRAMEF11 MUTATED PRAMEF11 WILD-TYPE 
                21                204 
  PRAMEF11 MUTATED PRAMEF11 WILD-TYPE 
                21                204 
[1] "DDX3X MUTATION ANALYSIS"
[1] 3
  DDX3X MUTATED DDX3X WILD-TYPE 
             18             207 
  DDX3X MUTATED DDX3X WILD-TYPE 
             18             207 
[1] "GRXCR1 MUTATION ANALYSIS"
[1] 3
  GRXCR1 MUTATED GRXCR1 WILD-TYPE 
              18              207 
  GRXCR1 MUTATED GRXCR1 WILD-TYPE 
              18              207 
[1] "PRB2 MUTATION ANALYSIS"
[1] 3
  PRB2 MUTATED PRB2 WILD-TYPE 
            29            196 
  PRB2 MUTATED PRB2 WILD-TYPE 
            29            196 
[1] "ELF5 MUTATION ANALYSIS"
[1] 3
  ELF5 MUTATED ELF5 WILD-TYPE 
             7            218 
  ELF5 MUTATED ELF5 WILD-TYPE 
             7            218 
[1] "IL32 MUTATION ANALYSIS"
[1] 3
  IL32 MUTATED IL32 WILD-TYPE 
             9            216 
  IL32 MUTATED IL32 WILD-TYPE 
             9            216 
[1] "LUZP2 MUTATION ANALYSIS"
[1] 3
  LUZP2 MUTATED LUZP2 WILD-TYPE 
             19             206 
  LUZP2 MUTATED LUZP2 WILD-TYPE 
             19             206 
[1] "PDE1A MUTATION ANALYSIS"
[1] 3
  PDE1A MUTATED PDE1A WILD-TYPE 
             30             195 
  PDE1A MUTATED PDE1A WILD-TYPE 
             30             195 
[1] "RBM11 MUTATION ANALYSIS"
[1] 3
  RBM11 MUTATED RBM11 WILD-TYPE 
             12             213 
  RBM11 MUTATED RBM11 WILD-TYPE 
             12             213 
[1] "GLRB MUTATION ANALYSIS"
[1] 3
  GLRB MUTATED GLRB WILD-TYPE 
            22            203 
  GLRB MUTATED GLRB WILD-TYPE 
            22            203 
[1] "PRB1 MUTATION ANALYSIS"
[1] 3
  PRB1 MUTATED PRB1 WILD-TYPE 
            21            204 
  PRB1 MUTATED PRB1 WILD-TYPE 
            21            204 
[1] "KIAA1257 MUTATION ANALYSIS"
[1] 3
  KIAA1257 MUTATED KIAA1257 WILD-TYPE 
                14                211 
  KIAA1257 MUTATED KIAA1257 WILD-TYPE 
                14                211 
[1] "USP17L2 MUTATION ANALYSIS"
[1] 3
  USP17L2 MUTATED USP17L2 WILD-TYPE 
               18               207 
  USP17L2 MUTATED USP17L2 WILD-TYPE 
               18               207 
[1] "SPAG16 MUTATION ANALYSIS"
[1] 3
  SPAG16 MUTATED SPAG16 WILD-TYPE 
              16              209 
  SPAG16 MUTATED SPAG16 WILD-TYPE 
              16              209 
[1] "OR4M2 MUTATION ANALYSIS"
[1] 3
  OR4M2 MUTATED OR4M2 WILD-TYPE 
             22             203 
  OR4M2 MUTATED OR4M2 WILD-TYPE 
             22             203 
[1] "GFRAL MUTATION ANALYSIS"
[1] 3
  GFRAL MUTATED GFRAL WILD-TYPE 
             28             197 
  GFRAL MUTATED GFRAL WILD-TYPE 
             28             197 
[1] "UNC119B MUTATION ANALYSIS"
[1] 3
  UNC119B MUTATED UNC119B WILD-TYPE 
                6               219 
  UNC119B MUTATED UNC119B WILD-TYPE 
                6               219 
[1] "PHGDH MUTATION ANALYSIS"
[1] 3
  PHGDH MUTATED PHGDH WILD-TYPE 
              8             217 
  PHGDH MUTATED PHGDH WILD-TYPE 
              8             217 
[1] "STXBP5L MUTATION ANALYSIS"
[1] 3
  STXBP5L MUTATED STXBP5L WILD-TYPE 
               42               183 
  STXBP5L MUTATED STXBP5L WILD-TYPE 
               42               183 
[1] "TRAT1 MUTATION ANALYSIS"
[1] 3
  TRAT1 MUTATED TRAT1 WILD-TYPE 
             12             213 
  TRAT1 MUTATED TRAT1 WILD-TYPE 
             12             213 
[1] "ZNF844 MUTATION ANALYSIS"
[1] 3
  ZNF844 MUTATED ZNF844 WILD-TYPE 
               9              216 
  ZNF844 MUTATED ZNF844 WILD-TYPE 
               9              216 
[1] "TTN MUTATION ANALYSIS"
[1] 3
  TTN MUTATED TTN WILD-TYPE 
          171            54 
  TTN MUTATED TTN WILD-TYPE 
          171            54 
[1] "COPG2 MUTATION ANALYSIS"
[1] 3
  COPG2 MUTATED COPG2 WILD-TYPE 
              9             216 
  COPG2 MUTATED COPG2 WILD-TYPE 
              9             216 
[1] "DSG3 MUTATION ANALYSIS"
[1] 3
  DSG3 MUTATED DSG3 WILD-TYPE 
            41            184 
  DSG3 MUTATED DSG3 WILD-TYPE 
            41            184 
[1] "GML MUTATION ANALYSIS"
[1] 3
  GML MUTATED GML WILD-TYPE 
            9           216 
  GML MUTATED GML WILD-TYPE 
            9           216 
[1] "HHLA2 MUTATION ANALYSIS"
[1] 3
  HHLA2 MUTATED HHLA2 WILD-TYPE 
             14             211 
  HHLA2 MUTATED HHLA2 WILD-TYPE 
             14             211 
[1] "LILRB4 MUTATION ANALYSIS"
[1] 3
  LILRB4 MUTATED LILRB4 WILD-TYPE 
              27              198 
  LILRB4 MUTATED LILRB4 WILD-TYPE 
              27              198 
[1] "SLC38A4 MUTATION ANALYSIS"
[1] 3
  SLC38A4 MUTATED SLC38A4 WILD-TYPE 
               25               200 
  SLC38A4 MUTATED SLC38A4 WILD-TYPE 
               25               200 
[1] "OR2L3 MUTATION ANALYSIS"
[1] 3
  OR2L3 MUTATED OR2L3 WILD-TYPE 
             14             211 
  OR2L3 MUTATED OR2L3 WILD-TYPE 
             14             211 
[1] "HBD MUTATION ANALYSIS"
[1] 3
  HBD MUTATED HBD WILD-TYPE 
            9           216 
  HBD MUTATED HBD WILD-TYPE 
            9           216 
[1] "TBC1D3B MUTATION ANALYSIS"
[1] 3
  TBC1D3B MUTATED TBC1D3B WILD-TYPE 
                5               220 
  TBC1D3B MUTATED TBC1D3B WILD-TYPE 
                5               220 
[1] "TCEB3C MUTATION ANALYSIS"
[1] 3
  TCEB3C MUTATED TCEB3C WILD-TYPE 
              26              199 
  TCEB3C MUTATED TCEB3C WILD-TYPE 
              26              199 
[1] "CYLC2 MUTATION ANALYSIS"
[1] 3
  CYLC2 MUTATED CYLC2 WILD-TYPE 
             19             206 
  CYLC2 MUTATED CYLC2 WILD-TYPE 
             19             206 
[1] "HBG2 MUTATION ANALYSIS"
[1] 3
  HBG2 MUTATED HBG2 WILD-TYPE 
             7            218 
  HBG2 MUTATED HBG2 WILD-TYPE 
             7            218 
[1] "LOC649330 MUTATION ANALYSIS"
[1] 3
  LOC649330 MUTATED LOC649330 WILD-TYPE 
                 22                 203 
  LOC649330 MUTATED LOC649330 WILD-TYPE 
                 22                 203 
[1] "FIGLA MUTATION ANALYSIS"
[1] 3
  FIGLA MUTATED FIGLA WILD-TYPE 
              3             222 
  FIGLA MUTATED FIGLA WILD-TYPE 
              3             222 
[1] "PARM1 MUTATION ANALYSIS"
[1] 3
  PARM1 MUTATED PARM1 WILD-TYPE 
             17             208 
  PARM1 MUTATED PARM1 WILD-TYPE 
             17             208 
[1] "CCK MUTATION ANALYSIS"
[1] 3
  CCK MUTATED CCK WILD-TYPE 
            6           219 
  CCK MUTATED CCK WILD-TYPE 
            6           219 
[1] "ZFP106 MUTATION ANALYSIS"
[1] 3
  ZFP106 MUTATED ZFP106 WILD-TYPE 
              10              215 
  ZFP106 MUTATED ZFP106 WILD-TYPE 
              10              215 
[1] "UGT2B15 MUTATION ANALYSIS"
[1] 3
  UGT2B15 MUTATED UGT2B15 WILD-TYPE 
               19               206 
  UGT2B15 MUTATED UGT2B15 WILD-TYPE 
               19               206 
[1] "FGF16 MUTATION ANALYSIS"
[1] 3
  FGF16 MUTATED FGF16 WILD-TYPE 
              7             218 
  FGF16 MUTATED FGF16 WILD-TYPE 
              7             218 
[1] "NUDT4 MUTATION ANALYSIS"
[1] 3
  NUDT4 MUTATED NUDT4 WILD-TYPE 
              5             220 
  NUDT4 MUTATED NUDT4 WILD-TYPE 
              5             220 
[1] "DSG1 MUTATION ANALYSIS"
[1] 3
  DSG1 MUTATED DSG1 WILD-TYPE 
            37            188 
  DSG1 MUTATED DSG1 WILD-TYPE 
            37            188 
[1] "ARL16 MUTATION ANALYSIS"
[1] 3
  ARL16 MUTATED ARL16 WILD-TYPE 
              7             218 
  ARL16 MUTATED ARL16 WILD-TYPE 
              7             218 
[1] "VEGFC MUTATION ANALYSIS"
[1] 3
  VEGFC MUTATED VEGFC WILD-TYPE 
             16             209 
  VEGFC MUTATED VEGFC WILD-TYPE 
             16             209 
[1] "PSG4 MUTATION ANALYSIS"
[1] 3
  PSG4 MUTATED PSG4 WILD-TYPE 
            23            202 
  PSG4 MUTATED PSG4 WILD-TYPE 
            23            202 
[1] "DEFB119 MUTATION ANALYSIS"
[1] 3
  DEFB119 MUTATED DEFB119 WILD-TYPE 
                6               219 
  DEFB119 MUTATED DEFB119 WILD-TYPE 
                6               219 
[1] "KLHL4 MUTATION ANALYSIS"
[1] 3
  KLHL4 MUTATED KLHL4 WILD-TYPE 
             20             205 
  KLHL4 MUTATED KLHL4 WILD-TYPE 
             20             205 
[1] "EIF3D MUTATION ANALYSIS"
[1] 3
  EIF3D MUTATED EIF3D WILD-TYPE 
              4             221 
  EIF3D MUTATED EIF3D WILD-TYPE 
              4             221 
[1] "OR2W1 MUTATION ANALYSIS"
[1] 3
  OR2W1 MUTATED OR2W1 WILD-TYPE 
             16             209 
  OR2W1 MUTATED OR2W1 WILD-TYPE 
             16             209 
[1] "OR4N2 MUTATION ANALYSIS"
[1] 3
  OR4N2 MUTATED OR4N2 WILD-TYPE 
             21             204 
  OR4N2 MUTATED OR4N2 WILD-TYPE 
             21             204 
[1] "CCDC11 MUTATION ANALYSIS"
[1] 3
  CCDC11 MUTATED CCDC11 WILD-TYPE 
              17              208 
  CCDC11 MUTATED CCDC11 WILD-TYPE 
              17              208 
[1] "LIN7A MUTATION ANALYSIS"
[1] 3
  LIN7A MUTATED LIN7A WILD-TYPE 
             10             215 
  LIN7A MUTATED LIN7A WILD-TYPE 
             10             215 
[1] "RAPGEF5 MUTATION ANALYSIS"
[1] 3
  RAPGEF5 MUTATED RAPGEF5 WILD-TYPE 
               11               214 
  RAPGEF5 MUTATED RAPGEF5 WILD-TYPE 
               11               214 
[1] "CD2 MUTATION ANALYSIS"
[1] 3
  CD2 MUTATED CD2 WILD-TYPE 
           16           209 
  CD2 MUTATED CD2 WILD-TYPE 
           16           209 
[1] "C2ORF40 MUTATION ANALYSIS"
[1] 3
  C2ORF40 MUTATED C2ORF40 WILD-TYPE 
                7               218 
  C2ORF40 MUTATED C2ORF40 WILD-TYPE 
                7               218 
[1] "SGCZ MUTATION ANALYSIS"
[1] 3
  SGCZ MUTATED SGCZ WILD-TYPE 
            19            206 
  SGCZ MUTATED SGCZ WILD-TYPE 
            19            206 
[1] "SPANXN2 MUTATION ANALYSIS"
[1] 3
  SPANXN2 MUTATED SPANXN2 WILD-TYPE 
               14               211 
  SPANXN2 MUTATED SPANXN2 WILD-TYPE 
               14               211 
[1] "TLL1 MUTATION ANALYSIS"
[1] 3
  TLL1 MUTATED TLL1 WILD-TYPE 
            42            183 
  TLL1 MUTATED TLL1 WILD-TYPE 
            42            183 
[1] "C9ORF119 MUTATION ANALYSIS"
[1] 3
  C9ORF119 MUTATED C9ORF119 WILD-TYPE 
                 7                218 
  C9ORF119 MUTATED C9ORF119 WILD-TYPE 
                 7                218 
[1] "CCDC54 MUTATION ANALYSIS"
[1] 3
  CCDC54 MUTATED CCDC54 WILD-TYPE 
              13              212 
  CCDC54 MUTATED CCDC54 WILD-TYPE 
              13              212 
[1] "DEFB118 MUTATION ANALYSIS"
[1] 3
  DEFB118 MUTATED DEFB118 WILD-TYPE 
                8               217 
  DEFB118 MUTATED DEFB118 WILD-TYPE 
                8               217 
[1] "HTR3B MUTATION ANALYSIS"
[1] 3
  HTR3B MUTATED HTR3B WILD-TYPE 
             16             209 
  HTR3B MUTATED HTR3B WILD-TYPE 
             16             209 
[1] "MARCH11 MUTATION ANALYSIS"
[1] 3
  MARCH11 MUTATED MARCH11 WILD-TYPE 
               10               215 
  MARCH11 MUTATED MARCH11 WILD-TYPE 
               10               215 
[1] "MKX MUTATION ANALYSIS"
[1] 3
  MKX MUTATED MKX WILD-TYPE 
           14           211 
  MKX MUTATED MKX WILD-TYPE 
           14           211 
[1] "OR5H2 MUTATION ANALYSIS"
[1] 3
  OR5H2 MUTATED OR5H2 WILD-TYPE 
             14             211 
  OR5H2 MUTATED OR5H2 WILD-TYPE 
             14             211 
[1] "SIGLEC14 MUTATION ANALYSIS"
[1] 3
  SIGLEC14 MUTATED SIGLEC14 WILD-TYPE 
                11                214 
  SIGLEC14 MUTATED SIGLEC14 WILD-TYPE 
                11                214 
[1] "TUBB8 MUTATION ANALYSIS"
[1] 3
  TUBB8 MUTATED TUBB8 WILD-TYPE 
             12             213 
  TUBB8 MUTATED TUBB8 WILD-TYPE 
             12             213 
[1] "ZIM3 MUTATION ANALYSIS"
[1] 3
  ZIM3 MUTATED ZIM3 WILD-TYPE 
            23            202 
  ZIM3 MUTATED ZIM3 WILD-TYPE 
            23            202 
[1] "PRC1 MUTATION ANALYSIS"
[1] 3
  PRC1 MUTATED PRC1 WILD-TYPE 
            13            212 
  PRC1 MUTATED PRC1 WILD-TYPE 
            13            212 
[1] "MUM1L1 MUTATION ANALYSIS"
[1] 3
  MUM1L1 MUTATED MUM1L1 WILD-TYPE 
              25              200 
  MUM1L1 MUTATED MUM1L1 WILD-TYPE 
              25              200 
[1] "TRIM58 MUTATION ANALYSIS"
[1] 3
  TRIM58 MUTATED TRIM58 WILD-TYPE 
              15              210 
  TRIM58 MUTATED TRIM58 WILD-TYPE 
              15              210 
[1] "ANKRD20A4 MUTATION ANALYSIS"
[1] 3
  ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE 
                  4                 221 
  ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE 
                  4                 221 
[1] "OR5J2 MUTATION ANALYSIS"
[1] 3
  OR5J2 MUTATED OR5J2 WILD-TYPE 
             13             212 
  OR5J2 MUTATED OR5J2 WILD-TYPE 
             13             212 
[1] "CLEC14A MUTATION ANALYSIS"
[1] 3
  CLEC14A MUTATED CLEC14A WILD-TYPE 
               18               207 
  CLEC14A MUTATED CLEC14A WILD-TYPE 
               18               207 
[1] "FAM19A1 MUTATION ANALYSIS"
[1] 3
  FAM19A1 MUTATED FAM19A1 WILD-TYPE 
                8               217 
  FAM19A1 MUTATED FAM19A1 WILD-TYPE 
                8               217 
[1] "GK2 MUTATION ANALYSIS"
[1] 3
  GK2 MUTATED GK2 WILD-TYPE 
           28           197 
  GK2 MUTATED GK2 WILD-TYPE 
           28           197 
[1] "LONRF2 MUTATION ANALYSIS"
[1] 3
  LONRF2 MUTATED LONRF2 WILD-TYPE 
              16              209 
  LONRF2 MUTATED LONRF2 WILD-TYPE 
              16              209 
[1] "HAPLN1 MUTATION ANALYSIS"
[1] 3
  HAPLN1 MUTATED HAPLN1 WILD-TYPE 
              11              214 
  HAPLN1 MUTATED HAPLN1 WILD-TYPE 
              11              214 
[1] "NAP1L4 MUTATION ANALYSIS"
[1] 3
  NAP1L4 MUTATED NAP1L4 WILD-TYPE 
               9              216 
  NAP1L4 MUTATED NAP1L4 WILD-TYPE 
               9              216 
[1] "CLCC1 MUTATION ANALYSIS"
[1] 3
  CLCC1 MUTATED CLCC1 WILD-TYPE 
             13             212 
  CLCC1 MUTATED CLCC1 WILD-TYPE 
             13             212 
[1] "OR52J3 MUTATION ANALYSIS"
[1] 3
  OR52J3 MUTATED OR52J3 WILD-TYPE 
              13              212 
  OR52J3 MUTATED OR52J3 WILD-TYPE 
              13              212 
[1] "TMCO5A MUTATION ANALYSIS"
[1] 3
  TMCO5A MUTATED TMCO5A WILD-TYPE 
               8              217 
  TMCO5A MUTATED TMCO5A WILD-TYPE 
               8              217 
[1] "C4ORF22 MUTATION ANALYSIS"
[1] 3
  C4ORF22 MUTATED C4ORF22 WILD-TYPE 
               11               214 
  C4ORF22 MUTATED C4ORF22 WILD-TYPE 
               11               214 
[1] "MAP2K1 MUTATION ANALYSIS"
[1] 3
  MAP2K1 MUTATED MAP2K1 WILD-TYPE 
              11              214 
  MAP2K1 MUTATED MAP2K1 WILD-TYPE 
              11              214 
[1] "OR7D2 MUTATION ANALYSIS"
[1] 3
  OR7D2 MUTATED OR7D2 WILD-TYPE 
             17             208 
  OR7D2 MUTATED OR7D2 WILD-TYPE 
             17             208 
[1] "CXCR2 MUTATION ANALYSIS"
[1] 3
  CXCR2 MUTATED CXCR2 WILD-TYPE 
             11             214 
  CXCR2 MUTATED CXCR2 WILD-TYPE 
             11             214 
[1] "RBM22 MUTATION ANALYSIS"
[1] 3
  RBM22 MUTATED RBM22 WILD-TYPE 
              7             218 
  RBM22 MUTATED RBM22 WILD-TYPE 
              7             218 
[1] "CX3CL1 MUTATION ANALYSIS"
[1] 3
  CX3CL1 MUTATED CX3CL1 WILD-TYPE 
               4              221 
  CX3CL1 MUTATED CX3CL1 WILD-TYPE 
               4              221 
[1] "IGF2BP3 MUTATION ANALYSIS"
[1] 3
  IGF2BP3 MUTATED IGF2BP3 WILD-TYPE 
                6               219 
  IGF2BP3 MUTATED IGF2BP3 WILD-TYPE 
                6               219 
[1] "KLRC3 MUTATION ANALYSIS"
[1] 3
  KLRC3 MUTATED KLRC3 WILD-TYPE 
             10             215 
  KLRC3 MUTATED KLRC3 WILD-TYPE 
             10             215 
[1] "LRRIQ4 MUTATION ANALYSIS"
[1] 3
  LRRIQ4 MUTATED LRRIQ4 WILD-TYPE 
              19              206 
  LRRIQ4 MUTATED LRRIQ4 WILD-TYPE 
              19              206 
[1] "NR1H4 MUTATION ANALYSIS"
[1] 3
  NR1H4 MUTATED NR1H4 WILD-TYPE 
             11             214 
  NR1H4 MUTATED NR1H4 WILD-TYPE 
             11             214 
[1] "OR4A15 MUTATION ANALYSIS"
[1] 3
  OR4A15 MUTATED OR4A15 WILD-TYPE 
              21              204 
  OR4A15 MUTATED OR4A15 WILD-TYPE 
              21              204 
[1] "MAGEA4 MUTATION ANALYSIS"
[1] 3
  MAGEA4 MUTATED MAGEA4 WILD-TYPE 
              10              215 
  MAGEA4 MUTATED MAGEA4 WILD-TYPE 
              10              215 
[1] "DGAT2L6 MUTATION ANALYSIS"
[1] 3
  DGAT2L6 MUTATED DGAT2L6 WILD-TYPE 
               10               215 
  DGAT2L6 MUTATED DGAT2L6 WILD-TYPE 
               10               215 
[1] "RGS18 MUTATION ANALYSIS"
[1] 3
  RGS18 MUTATED RGS18 WILD-TYPE 
              8             217 
  RGS18 MUTATED RGS18 WILD-TYPE 
              8             217 
[1] "TSGA13 MUTATION ANALYSIS"
[1] 3
  TSGA13 MUTATED TSGA13 WILD-TYPE 
               9              216 
  TSGA13 MUTATED TSGA13 WILD-TYPE 
               9              216 
[1] "OPN5 MUTATION ANALYSIS"
[1] 3
  OPN5 MUTATED OPN5 WILD-TYPE 
             7            218 
  OPN5 MUTATED OPN5 WILD-TYPE 
             7            218 
[1] "SPINK13 MUTATION ANALYSIS"
[1] 3
  SPINK13 MUTATED SPINK13 WILD-TYPE 
                7               218 
  SPINK13 MUTATED SPINK13 WILD-TYPE 
                7               218 
[1] "data2feature, selection=ALL"
[1] "CN_CNMF"               "METHLYATION_CNMF"      "RPPA_CNMF"            
[4] "RPPA_CHIERARCHICAL"    "MRNASEQ_CNMF"          "MRNASEQ_CHIERARCHICAL"
[7] "MIRSEQ_CNMF"           "MIRSEQ_CHIERARCHICAL" 

Input Data has 8 rows and 225 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=5,	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.
[1] "rownames(nsurv.mat)"
[1] "CN_CNMF"               "METHLYATION_CNMF"      "RPPA_CNMF"            
[4] "RPPA_CHIERARCHICAL"    "MRNASEQ_CNMF"          "MRNASEQ_CHIERARCHICAL"
[7] "MIRSEQ_CNMF"           "MIRSEQ_CHIERARCHICAL" 
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 225 columns, 0 survival variables, and 8 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=5, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = TP53 MUTATION ANALYSIS
D1V1, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            7             69
  CLUS_2           10             53
  CLUS_3           17             69
D1V2, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            3             55
  CLUS_2           17             65
  CLUS_3           14             71
D1V3, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            6             36
  CLUS_2            6             17
  CLUS_3            3             31
  CLUS_4            8             36
D1V4, multiclass
D1V5, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            8             70
  CLUS_2           15             51
  CLUS_3           10             68
D1V6, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            7             51
  CLUS_2           21             90
  CLUS_3            5             48
D1V7, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            5             41
  CLUS_2           18             76
  CLUS_3           11             73
D1V8, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            3             23
  CLUS_2            5             55
  CLUS_3           26            112

Clustering(2) Variable = BRAF MUTATION ANALYSIS
D2V1, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           23             53
  CLUS_2           49             14
  CLUS_3           43             43
D2V2, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           22             36
  CLUS_2           44             38
  CLUS_3           49             36
D2V3, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           23             19
  CLUS_2           17              6
  CLUS_3           17             17
  CLUS_4           15             29
D2V4, multiclass
D2V5, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           51             27
  CLUS_2           32             34
  CLUS_3           31             47
D2V6, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           39             19
  CLUS_2           61             50
  CLUS_3           14             39
D2V7, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           27             19
  CLUS_2           40             54
  CLUS_3           48             36
D2V8, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           16             10
  CLUS_2           35             25
  CLUS_3           64             74

Clustering(3) Variable = C15ORF23 MUTATION ANALYSIS
D3V1, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                2                 74
  CLUS_2                3                 60
  CLUS_3                9                 77
D3V2, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 57
  CLUS_2                7                 75
  CLUS_3                6                 79
D3V3, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                3                 39
  CLUS_2                2                 21
  CLUS_3                3                 31
  CLUS_4                2                 42
D3V4, multiclass
D3V5, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                5                 73
  CLUS_2                5                 61
  CLUS_3                4                 74
D3V6, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                4                 54
  CLUS_2               10                101
  CLUS_3                0                 53
D3V7, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                2                 44
  CLUS_2                7                 87
  CLUS_3                5                 79
D3V8, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 25
  CLUS_2                3                 57
  CLUS_3               10                128

Clustering(4) Variable = CDKN2A MUTATION ANALYSIS
D4V1, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             10               66
  CLUS_2             13               50
  CLUS_3              8               78
D4V2, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              5               53
  CLUS_2             15               67
  CLUS_3             11               74
D4V3, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              7               35
  CLUS_2              6               17
  CLUS_3              4               30
  CLUS_4              5               39
D4V4, multiclass
D4V5, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             12               66
  CLUS_2             10               56
  CLUS_3              9               69
D4V6, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             12               46
  CLUS_2             11              100
  CLUS_3              8               45
D4V7, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              5               41
  CLUS_2             13               81
  CLUS_3             13               71
D4V8, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              3               23
  CLUS_2              8               52
  CLUS_3             20              118

Clustering(5) Variable = NRAS MUTATION ANALYSIS
D5V1, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           32             44
  CLUS_2            8             55
  CLUS_3           25             61
D5V2, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           17             41
  CLUS_2           31             51
  CLUS_3           17             68
D5V3, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           14             28
  CLUS_2            3             20
  CLUS_3            8             26
  CLUS_4           18             26
D5V4, multiclass
D5V5, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           21             57
  CLUS_2           20             46
  CLUS_3           24             54
D5V6, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           15             43
  CLUS_2           31             80
  CLUS_3           19             34
D5V7, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           12             34
  CLUS_2           30             64
  CLUS_3           23             61
D5V8, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1            7             19
  CLUS_2           16             44
  CLUS_3           42             96

Clustering(6) Variable = OXA1L MUTATION ANALYSIS
D6V1, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             4              72
  CLUS_2             1              62
  CLUS_3             1              85
D6V2, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             2              56
  CLUS_2             3              79
  CLUS_3             1              84
D6V3, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             0              42
  CLUS_2             1              22
  CLUS_3             1              33
  CLUS_4             1              43
D6V4, multiclass
D6V5, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              77
  CLUS_2             2              64
  CLUS_3             3              75
D6V6, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             0              58
  CLUS_2             3             108
  CLUS_3             3              50
D6V7, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             2              44
  CLUS_2             4              90
  CLUS_3             0              84
D6V8, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              25
  CLUS_2             0              60
  CLUS_3             5             133

Clustering(7) Variable = STK19 MUTATION ANALYSIS
D7V1, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             4              72
  CLUS_2             2              61
  CLUS_3             4              82
D7V2, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              58
  CLUS_2             5              77
  CLUS_3             5              80
D7V3, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              40
  CLUS_2             2              21
  CLUS_3             2              32
  CLUS_4             0              44
D7V4, multiclass
D7V5, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             3              75
  CLUS_2             4              62
  CLUS_3             3              75
D7V6, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             3              55
  CLUS_2             6             105
  CLUS_3             1              52
D7V7, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             1              45
  CLUS_2             5              89
  CLUS_3             4              80
D7V8, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              26
  CLUS_2             3              57
  CLUS_3             7             131

Clustering(8) Variable = PTEN MUTATION ANALYSIS
D8V1, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            7             69
  CLUS_2            6             57
  CLUS_3            5             81
D8V2, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            7             51
  CLUS_2            7             75
  CLUS_3            4             81
D8V3, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             38
  CLUS_2            3             20
  CLUS_3            0             34
  CLUS_4            3             41
D8V4, multiclass
D8V5, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            7             71
  CLUS_2            5             61
  CLUS_3            6             72
D8V6, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            7             51
  CLUS_2            5            106
  CLUS_3            6             47
D8V7, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             42
  CLUS_2            6             88
  CLUS_3            8             76
D8V8, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             22
  CLUS_2            5             55
  CLUS_3            9            129

Clustering(9) Variable = RAC1 MUTATION ANALYSIS
D9V1, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            6             70
  CLUS_2            3             60
  CLUS_3            7             79
D9V2, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            4             54
  CLUS_2            5             77
  CLUS_3            7             78
D9V3, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            3             39
  CLUS_2            1             22
  CLUS_3            2             32
  CLUS_4            4             40
D9V4, multiclass
D9V5, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            4             74
  CLUS_2            7             59
  CLUS_3            5             73
D9V6, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            4             54
  CLUS_2            8            103
  CLUS_3            4             49
D9V7, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            5             41
  CLUS_2            5             89
  CLUS_3            6             78
D9V8, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            1             25
  CLUS_2            8             52
  CLUS_3            7            131

Clustering(10) Variable = ACSM2B MUTATION ANALYSIS
D10V1, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1             14               62
  CLUS_2              7               56
  CLUS_3             15               71
D10V2, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1              7               51
  CLUS_2             12               70
  CLUS_3             17               68
D10V3, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1              6               36
  CLUS_2              5               18
  CLUS_3              6               28
  CLUS_4              6               38
D10V4, multiclass
D10V5, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1              9               69
  CLUS_2             12               54
  CLUS_3             15               63
D10V6, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1              8               50
  CLUS_2             16               95
  CLUS_3             12               41
D10V7, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1              7               39
  CLUS_2             21               73
  CLUS_3              8               76
D10V8, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1              3               23
  CLUS_2              8               52
  CLUS_3             25              113

Clustering(11) Variable = CADM2 MUTATION ANALYSIS
D11V1, multiclass
        clus
vv       CADM2 MUTATED CADM2 WILD-TYPE
  CLUS_1             7              69
  CLUS_2             8              55
  CLUS_3             7              79
D11V2, multiclass
        clus
vv       CADM2 MUTATED CADM2 WILD-TYPE
  CLUS_1             5              53
  CLUS_2            12              70
  CLUS_3             5              80
D11V3, multiclass
        clus
vv       CADM2 MUTATED CADM2 WILD-TYPE
  CLUS_1             6              36
  CLUS_2             0              23
  CLUS_3             4              30
  CLUS_4             2              42
D11V4, multiclass
D11V5, multiclass
        clus
vv       CADM2 MUTATED CADM2 WILD-TYPE
  CLUS_1             8              70
  CLUS_2             6              60
  CLUS_3             8              70
D11V6, multiclass
        clus
vv       CADM2 MUTATED CADM2 WILD-TYPE
  CLUS_1             9              49
  CLUS_2             8             103
  CLUS_3             5              48
D11V7, multiclass
        clus
vv       CADM2 MUTATED CADM2 WILD-TYPE
  CLUS_1             4              42
  CLUS_2             7              87
  CLUS_3            11              73
D11V8, multiclass
        clus
vv       CADM2 MUTATED CADM2 WILD-TYPE
  CLUS_1             3              23
  CLUS_2            11              49
  CLUS_3             8             130

Clustering(12) Variable = OR51S1 MUTATION ANALYSIS
D12V1, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              6               70
  CLUS_2              7               56
  CLUS_3             13               73
D12V2, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              6               52
  CLUS_2              8               74
  CLUS_3             12               73
D12V3, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              4               38
  CLUS_2              3               20
  CLUS_3              5               29
  CLUS_4              5               39
D12V4, multiclass
D12V5, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              9               69
  CLUS_2             10               56
  CLUS_3              7               71
D12V6, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              5               53
  CLUS_2             16               95
  CLUS_3              5               48
D12V7, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              5               41
  CLUS_2             13               81
  CLUS_3              8               76
D12V8, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              2               24
  CLUS_2              7               53
  CLUS_3             17              121

Clustering(13) Variable = LCE1B MUTATION ANALYSIS
D13V1, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             7              69
  CLUS_2             4              59
  CLUS_3             2              84
D13V2, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             4              54
  CLUS_2             3              79
  CLUS_3             6              79
D13V3, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             5              37
  CLUS_2             3              20
  CLUS_3             2              32
  CLUS_4             1              43
D13V4, multiclass
D13V5, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             5              73
  CLUS_2             2              64
  CLUS_3             6              72
D13V6, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             5              53
  CLUS_2             6             105
  CLUS_3             2              51
D13V7, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             2              44
  CLUS_2             6              88
  CLUS_3             5              79
D13V8, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             1              25
  CLUS_2             4              56
  CLUS_3             8             130

Clustering(14) Variable = IDH1 MUTATION ANALYSIS
D14V1, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            5             71
  CLUS_2            1             62
  CLUS_3            5             81
D14V2, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2             56
  CLUS_2            7             75
  CLUS_3            2             83
D14V3, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            0             42
  CLUS_2            3             20
  CLUS_3            2             32
  CLUS_4            2             42
D14V4, multiclass
D14V5, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2             76
  CLUS_2            4             62
  CLUS_3            5             73
D14V6, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2             56
  CLUS_2            6            105
  CLUS_3            3             50
D14V7, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             43
  CLUS_2            7             87
  CLUS_3            1             83
D14V8, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             23
  CLUS_2            1             59
  CLUS_3            7            131

Clustering(15) Variable = TAF1A MUTATION ANALYSIS
D15V1, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             7              69
  CLUS_2             3              60
  CLUS_3             4              82
D15V2, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             5              53
  CLUS_2             4              78
  CLUS_3             5              80
D15V3, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             4              38
  CLUS_2             0              23
  CLUS_3             3              31
  CLUS_4             5              39
D15V4, multiclass
D15V5, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             4              74
  CLUS_2             3              63
  CLUS_3             7              71
D15V6, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             1              57
  CLUS_2             8             103
  CLUS_3             5              48
D15V7, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             4              42
  CLUS_2             7              87
  CLUS_3             3              81
D15V8, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             1              25
  CLUS_2             3              57
  CLUS_3            10             128

Clustering(16) Variable = NAP1L2 MUTATION ANALYSIS
D16V1, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              7               69
  CLUS_2              4               59
  CLUS_3             10               76
D16V2, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              6               52
  CLUS_2              6               76
  CLUS_3              9               76
D16V3, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              4               38
  CLUS_2              3               20
  CLUS_3              4               30
  CLUS_4              3               41
D16V4, multiclass
D16V5, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              6               72
  CLUS_2              7               59
  CLUS_3              8               70
D16V6, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              4               54
  CLUS_2             10              101
  CLUS_3              7               46
D16V7, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              5               41
  CLUS_2             11               83
  CLUS_3              5               79
D16V8, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              2               24
  CLUS_2              6               54
  CLUS_3             13              125

Clustering(17) Variable = MUC7 MUTATION ANALYSIS
D17V1, multiclass
        clus
vv       MUC7 MUTATED MUC7 WILD-TYPE
  CLUS_1            7             69
  CLUS_2            5             58
  CLUS_3            7             79
D17V2, multiclass
        clus
vv       MUC7 MUTATED MUC7 WILD-TYPE
  CLUS_1            5             53
  CLUS_2            9             73
  CLUS_3            5             80
D17V3, multiclass
        clus
vv       MUC7 MUTATED MUC7 WILD-TYPE
  CLUS_1            1             41
  CLUS_2            4             19
  CLUS_3            2             32
  CLUS_4            2             42
D17V4, multiclass
D17V5, multiclass
        clus
vv       MUC7 MUTATED MUC7 WILD-TYPE
  CLUS_1            4             74
  CLUS_2            7             59
  CLUS_3            7             71
D17V6, multiclass
        clus
vv       MUC7 MUTATED MUC7 WILD-TYPE
  CLUS_1            2             56
  CLUS_2           10            101
  CLUS_3            6             47
D17V7, multiclass
        clus
vv       MUC7 MUTATED MUC7 WILD-TYPE
  CLUS_1            2             44
  CLUS_2           12             82
  CLUS_3            5             79
D17V8, multiclass
        clus
vv       MUC7 MUTATED MUC7 WILD-TYPE
  CLUS_1            0             26
  CLUS_2            3             57
  CLUS_3           16            122

Clustering(18) Variable = PPP6C MUTATION ANALYSIS
D18V1, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             5              71
  CLUS_2             7              56
  CLUS_3             5              81
D18V2, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             3              55
  CLUS_2             9              73
  CLUS_3             5              80
D18V3, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             5              37
  CLUS_2             0              23
  CLUS_3             0              34
  CLUS_4             3              41
D18V4, multiclass
D18V5, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             8              70
  CLUS_2             5              61
  CLUS_3             4              74
D18V6, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             7              51
  CLUS_2             7             104
  CLUS_3             3              50
D18V7, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             7              39
  CLUS_2             6              88
  CLUS_3             4              80
D18V8, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             4              22
  CLUS_2             6              54
  CLUS_3             7             131

Clustering(19) Variable = FRG2B MUTATION ANALYSIS
D19V1, multiclass
        clus
vv       FRG2B MUTATED FRG2B WILD-TYPE
  CLUS_1             6              70
  CLUS_2             5              58
  CLUS_3             6              80
D19V2, multiclass
        clus
vv       FRG2B MUTATED FRG2B WILD-TYPE
  CLUS_1             5              53
  CLUS_2             7              75
  CLUS_3             5              80
D19V3, multiclass
        clus
vv       FRG2B MUTATED FRG2B WILD-TYPE
  CLUS_1             4              38
  CLUS_2             2              21
  CLUS_3             3              31
  CLUS_4             3              41
D19V4, multiclass
D19V5, multiclass
        clus
vv       FRG2B MUTATED FRG2B WILD-TYPE
  CLUS_1             7              71
  CLUS_2             6              60
  CLUS_3             4              74
D19V6, multiclass
        clus
vv       FRG2B MUTATED FRG2B WILD-TYPE
  CLUS_1             6              52
  CLUS_2             7             104
  CLUS_3             4              49
D19V7, multiclass
        clus
vv       FRG2B MUTATED FRG2B WILD-TYPE
  CLUS_1             4              42
  CLUS_2             6              88
  CLUS_3             7              77
D19V8, multiclass
        clus
vv       FRG2B MUTATED FRG2B WILD-TYPE
  CLUS_1             1              25
  CLUS_2             7              53
  CLUS_3             9             129

Clustering(20) Variable = USP29 MUTATION ANALYSIS
D20V1, multiclass
        clus
vv       USP29 MUTATED USP29 WILD-TYPE
  CLUS_1            13              63
  CLUS_2             9              54
  CLUS_3            13              73
D20V2, multiclass
        clus
vv       USP29 MUTATED USP29 WILD-TYPE
  CLUS_1             8              50
  CLUS_2            13              69
  CLUS_3            14              71
D20V3, multiclass
        clus
vv       USP29 MUTATED USP29 WILD-TYPE
  CLUS_1             8              34
  CLUS_2             5              18
  CLUS_3             5              29
  CLUS_4             7              37
D20V4, multiclass
D20V5, multiclass
        clus
vv       USP29 MUTATED USP29 WILD-TYPE
  CLUS_1            11              67
  CLUS_2            11              55
  CLUS_3            12              66
D20V6, multiclass
        clus
vv       USP29 MUTATED USP29 WILD-TYPE
  CLUS_1             9              49
  CLUS_2            17              94
  CLUS_3             8              45
D20V7, multiclass
        clus
vv       USP29 MUTATED USP29 WILD-TYPE
  CLUS_1             9              37
  CLUS_2            14              80
  CLUS_3            12              72
D20V8, multiclass
        clus
vv       USP29 MUTATED USP29 WILD-TYPE
  CLUS_1             5              21
  CLUS_2            11              49
  CLUS_3            19             119

Clustering(21) Variable = PRB4 MUTATION ANALYSIS
D21V1, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            9             67
  CLUS_2            4             59
  CLUS_3            5             81
D21V2, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            3             55
  CLUS_2            8             74
  CLUS_3            7             78
D21V3, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            3             39
  CLUS_2            3             20
  CLUS_3            0             34
  CLUS_4            5             39
D21V4, multiclass
D21V5, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            4             74
  CLUS_2           11             55
  CLUS_3            3             75
D21V6, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            3             55
  CLUS_2           13             98
  CLUS_3            2             51
D21V7, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            5             41
  CLUS_2            6             88
  CLUS_3            7             77
D21V8, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            3             23
  CLUS_2            7             53
  CLUS_3            8            130

Clustering(22) Variable = HIST1H2AA MUTATION ANALYSIS
D22V1, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 5                  71
  CLUS_2                 1                  62
  CLUS_3                 4                  82
D22V2, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 2                  56
  CLUS_2                 5                  77
  CLUS_3                 3                  82
D22V3, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 1                  41
  CLUS_2                 2                  21
  CLUS_3                 1                  33
  CLUS_4                 2                  42
D22V4, multiclass
D22V5, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 3                  75
  CLUS_2                 1                  65
  CLUS_3                 6                  72
D22V6, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 2                  56
  CLUS_2                 5                 106
  CLUS_3                 3                  50
D22V7, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 3                  43
  CLUS_2                 6                  88
  CLUS_3                 1                  83
D22V8, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 2                  24
  CLUS_2                 1                  59
  CLUS_3                 7                 131

Clustering(23) Variable = RPTN MUTATION ANALYSIS
D23V1, multiclass
        clus
vv       RPTN MUTATED RPTN WILD-TYPE
  CLUS_1            9             67
  CLUS_2           13             50
  CLUS_3           16             70
D23V2, multiclass
        clus
vv       RPTN MUTATED RPTN WILD-TYPE
  CLUS_1            6             52
  CLUS_2           13             69
  CLUS_3           19             66
D23V3, multiclass
        clus
vv       RPTN MUTATED RPTN WILD-TYPE
  CLUS_1            8             34
  CLUS_2            7             16
  CLUS_3            4             30
  CLUS_4            9             35
D23V4, multiclass
D23V5, multiclass
        clus
vv       RPTN MUTATED RPTN WILD-TYPE
  CLUS_1           12             66
  CLUS_2           18             48
  CLUS_3            8             70
D23V6, multiclass
        clus
vv       RPTN MUTATED RPTN WILD-TYPE
  CLUS_1           12             46
  CLUS_2           20             91
  CLUS_3            6             47
D23V7, multiclass
        clus
vv       RPTN MUTATED RPTN WILD-TYPE
  CLUS_1            6             40
  CLUS_2           20             74
  CLUS_3           12             72
D23V8, multiclass
        clus
vv       RPTN MUTATED RPTN WILD-TYPE
  CLUS_1            2             24
  CLUS_2           11             49
  CLUS_3           25            113

Clustering(24) Variable = ZNF479 MUTATION ANALYSIS
D24V1, multiclass
        clus
vv       ZNF479 MUTATED ZNF479 WILD-TYPE
  CLUS_1              6               70
  CLUS_2              6               57
  CLUS_3             10               76
D24V2, multiclass
        clus
vv       ZNF479 MUTATED ZNF479 WILD-TYPE
  CLUS_1              6               52
  CLUS_2              8               74
  CLUS_3              8               77
D24V3, multiclass
        clus
vv       ZNF479 MUTATED ZNF479 WILD-TYPE
  CLUS_1              2               40
  CLUS_2              2               21
  CLUS_3              4               30
  CLUS_4              3               41
D24V4, multiclass
D24V5, multiclass
        clus
vv       ZNF479 MUTATED ZNF479 WILD-TYPE
  CLUS_1              6               72
  CLUS_2              8               58
  CLUS_3              7               71
D24V6, multiclass
        clus
vv       ZNF479 MUTATED ZNF479 WILD-TYPE
  CLUS_1              4               54
  CLUS_2             12               99
  CLUS_3              5               48
D24V7, multiclass
        clus
vv       ZNF479 MUTATED ZNF479 WILD-TYPE
  CLUS_1              9               37
  CLUS_2              6               88
  CLUS_3              7               77
D24V8, multiclass
        clus
vv       ZNF479 MUTATED ZNF479 WILD-TYPE
  CLUS_1              4               22
  CLUS_2              5               55
  CLUS_3             13              125

Clustering(25) Variable = C8A MUTATION ANALYSIS
D25V1, multiclass
        clus
vv       C8A MUTATED C8A WILD-TYPE
  CLUS_1           8            68
  CLUS_2           6            57
  CLUS_3          12            74
D25V2, multiclass
        clus
vv       C8A MUTATED C8A WILD-TYPE
  CLUS_1           3            55
  CLUS_2          14            68
  CLUS_3           9            76
D25V3, multiclass
        clus
vv       C8A MUTATED C8A WILD-TYPE
  CLUS_1           4            38
  CLUS_2           6            17
  CLUS_3           4            30
  CLUS_4           5            39
D25V4, multiclass
D25V5, multiclass
        clus
vv       C8A MUTATED C8A WILD-TYPE
  CLUS_1           5            73
  CLUS_2          12            54
  CLUS_3           9            69
D25V6, multiclass
        clus
vv       C8A MUTATED C8A WILD-TYPE
  CLUS_1           6            52
  CLUS_2          15            96
  CLUS_3           5            48
D25V7, multiclass
        clus
vv       C8A MUTATED C8A WILD-TYPE
  CLUS_1           9            37
  CLUS_2          12            82
  CLUS_3           5            79
D25V8, multiclass
        clus
vv       C8A MUTATED C8A WILD-TYPE
  CLUS_1           6            20
  CLUS_2           5            55
  CLUS_3          15           123

Clustering(26) Variable = FUT9 MUTATION ANALYSIS
D26V1, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            9             67
  CLUS_2            8             55
  CLUS_3            5             81
D26V2, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            8             50
  CLUS_2           11             71
  CLUS_3            3             82
D26V3, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            6             36
  CLUS_2            4             19
  CLUS_3            2             32
  CLUS_4            7             37
D26V4, multiclass
D26V5, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            9             69
  CLUS_2            4             62
  CLUS_3            9             69
D26V6, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            6             52
  CLUS_2            7            104
  CLUS_3            9             44
D26V7, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            3             43
  CLUS_2           13             81
  CLUS_3            6             78
D26V8, multiclass
        clus
vv       FUT9 MUTATED FUT9 WILD-TYPE
  CLUS_1            1             25
  CLUS_2            6             54
  CLUS_3           15            123

Clustering(27) Variable = ZNF679 MUTATION ANALYSIS
D27V1, multiclass
        clus
vv       ZNF679 MUTATED ZNF679 WILD-TYPE
  CLUS_1              8               68
  CLUS_2              5               58
  CLUS_3              5               81
D27V2, multiclass
        clus
vv       ZNF679 MUTATED ZNF679 WILD-TYPE
  CLUS_1              6               52
  CLUS_2              6               76
  CLUS_3              6               79
D27V3, multiclass
        clus
vv       ZNF679 MUTATED ZNF679 WILD-TYPE
  CLUS_1              3               39
  CLUS_2              4               19
  CLUS_3              3               31
  CLUS_4              4               40
D27V4, multiclass
D27V5, multiclass
        clus
vv       ZNF679 MUTATED ZNF679 WILD-TYPE
  CLUS_1              5               73
  CLUS_2              3               63
  CLUS_3             10               68
D27V6, multiclass
        clus
vv       ZNF679 MUTATED ZNF679 WILD-TYPE
  CLUS_1              3               55
  CLUS_2              9              102
  CLUS_3              6               47
D27V7, multiclass
        clus
vv       ZNF679 MUTATED ZNF679 WILD-TYPE
  CLUS_1              4               42
  CLUS_2             10               84
  CLUS_3              4               80
D27V8, multiclass
        clus
vv       ZNF679 MUTATED ZNF679 WILD-TYPE
  CLUS_1              3               23
  CLUS_2              3               57
  CLUS_3             12              126

Clustering(28) Variable = NRK MUTATION ANALYSIS
D28V1, multiclass
        clus
vv       NRK MUTATED NRK WILD-TYPE
  CLUS_1           9            67
  CLUS_2           7            56
  CLUS_3          12            74
D28V2, multiclass
        clus
vv       NRK MUTATED NRK WILD-TYPE
  CLUS_1           6            52
  CLUS_2          11            71
  CLUS_3          11            74
D28V3, multiclass
        clus
vv       NRK MUTATED NRK WILD-TYPE
  CLUS_1           3            39
  CLUS_2           1            22
  CLUS_3           5            29
  CLUS_4           4            40
D28V4, multiclass
D28V5, multiclass
        clus
vv       NRK MUTATED NRK WILD-TYPE
  CLUS_1           6            72
  CLUS_2          10            56
  CLUS_3          12            66
D28V6, multiclass
        clus
vv       NRK MUTATED NRK WILD-TYPE
  CLUS_1           7            51
  CLUS_2          14            97
  CLUS_3           7            46
D28V7, multiclass
        clus
vv       NRK MUTATED NRK WILD-TYPE
  CLUS_1           7            39
  CLUS_2          13            81
  CLUS_3           8            76
D28V8, multiclass
        clus
vv       NRK MUTATED NRK WILD-TYPE
  CLUS_1           3            23
  CLUS_2           6            54
  CLUS_3          19           119

Clustering(29) Variable = CDH9 MUTATION ANALYSIS
D29V1, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1           12             64
  CLUS_2            8             55
  CLUS_3           12             74
D29V2, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1            4             54
  CLUS_2           15             67
  CLUS_3           13             72
D29V3, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1            4             38
  CLUS_2            6             17
  CLUS_3            4             30
  CLUS_4            9             35
D29V4, multiclass
D29V5, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1           10             68
  CLUS_2            9             57
  CLUS_3           13             65
D29V6, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1            6             52
  CLUS_2           18             93
  CLUS_3            8             45
D29V7, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1            9             37
  CLUS_2           20             74
  CLUS_3            3             81
D29V8, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1            2             24
  CLUS_2            6             54
  CLUS_3           24            114

Clustering(30) Variable = PRAMEF11 MUTATION ANALYSIS
D30V1, multiclass
        clus
vv       PRAMEF11 MUTATED PRAMEF11 WILD-TYPE
  CLUS_1                7                 69
  CLUS_2                7                 56
  CLUS_3                7                 79
D30V2, multiclass
        clus
vv       PRAMEF11 MUTATED PRAMEF11 WILD-TYPE
  CLUS_1                3                 55
  CLUS_2               13                 69
  CLUS_3                5                 80
D30V3, multiclass
        clus
vv       PRAMEF11 MUTATED PRAMEF11 WILD-TYPE
  CLUS_1                4                 38
  CLUS_2                2                 21
  CLUS_3                4                 30
  CLUS_4                3                 41
D30V4, multiclass
D30V5, multiclass
        clus
vv       PRAMEF11 MUTATED PRAMEF11 WILD-TYPE
  CLUS_1                7                 71
  CLUS_2                3                 63
  CLUS_3               11                 67
D30V6, multiclass
        clus
vv       PRAMEF11 MUTATED PRAMEF11 WILD-TYPE
  CLUS_1                4                 54
  CLUS_2               13                 98
  CLUS_3                4                 49
D30V7, multiclass
        clus
vv       PRAMEF11 MUTATED PRAMEF11 WILD-TYPE
  CLUS_1                4                 42
  CLUS_2                7                 87
  CLUS_3               10                 74
D30V8, multiclass
        clus
vv       PRAMEF11 MUTATED PRAMEF11 WILD-TYPE
  CLUS_1                2                 24
  CLUS_2                7                 53
  CLUS_3               12                126

Clustering(31) Variable = DDX3X MUTATION ANALYSIS
D31V1, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              72
  CLUS_2             6              57
  CLUS_3             8              78
D31V2, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             5              53
  CLUS_2             6              76
  CLUS_3             7              78
D31V3, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             6              36
  CLUS_2             2              21
  CLUS_3             3              31
  CLUS_4             1              43
D31V4, multiclass
D31V5, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             5              73
  CLUS_2             8              58
  CLUS_3             5              73
D31V6, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             3              55
  CLUS_2             9             102
  CLUS_3             6              47
D31V7, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              42
  CLUS_2             8              86
  CLUS_3             6              78
D31V8, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              22
  CLUS_2             3              57
  CLUS_3            11             127

Clustering(32) Variable = GRXCR1 MUTATION ANALYSIS
D32V1, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              7               69
  CLUS_2              4               59
  CLUS_3              7               79
D32V2, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              1               57
  CLUS_2             10               72
  CLUS_3              7               78
D32V3, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              3               39
  CLUS_2              2               21
  CLUS_3              1               33
  CLUS_4              6               38
D32V4, multiclass
D32V5, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              5               73
  CLUS_2             10               56
  CLUS_3              3               75
D32V6, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              4               54
  CLUS_2             10              101
  CLUS_3              4               49
D32V7, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              5               41
  CLUS_2              9               85
  CLUS_3              4               80
D32V8, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              4               22
  CLUS_2              3               57
  CLUS_3             11              127

Clustering(33) Variable = PRB2 MUTATION ANALYSIS
D33V1, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1           12             64
  CLUS_2            6             57
  CLUS_3           11             75
D33V2, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1            5             53
  CLUS_2           12             70
  CLUS_3           12             73
D33V3, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1            6             36
  CLUS_2            5             18
  CLUS_3            4             30
  CLUS_4            6             38
D33V4, multiclass
D33V5, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1            6             72
  CLUS_2           16             50
  CLUS_3            7             71
D33V6, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1            5             53
  CLUS_2           19             92
  CLUS_3            5             48
D33V7, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1            6             40
  CLUS_2           16             78
  CLUS_3            7             77
D33V8, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1            4             22
  CLUS_2            4             56
  CLUS_3           21            117

Clustering(34) Variable = ELF5 MUTATION ANALYSIS
D34V1, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            2             74
  CLUS_2            3             60
  CLUS_3            2             84
D34V2, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            2             56
  CLUS_2            2             80
  CLUS_3            3             82
D34V3, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            2             40
  CLUS_2            1             22
  CLUS_3            1             33
  CLUS_4            1             43
D34V4, multiclass
D34V5, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            4             74
  CLUS_2            2             64
  CLUS_3            1             77
D34V6, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            3             55
  CLUS_2            3            108
  CLUS_3            1             52
D34V7, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            0             46
  CLUS_2            2             92
  CLUS_3            5             79
D34V8, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            0             26
  CLUS_2            4             56
  CLUS_3            3            135

Clustering(35) Variable = IL32 MUTATION ANALYSIS
D35V1, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            5             71
  CLUS_2            2             61
  CLUS_3            2             84
D35V2, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            2             56
  CLUS_2            6             76
  CLUS_3            1             84
D35V3, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            3             39
  CLUS_2            0             23
  CLUS_3            1             33
  CLUS_4            2             42
D35V4, multiclass
D35V5, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            4             74
  CLUS_2            3             63
  CLUS_3            2             76
D35V6, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            3             55
  CLUS_2            4            107
  CLUS_3            2             51
D35V7, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            1             45
  CLUS_2            5             89
  CLUS_3            3             81
D35V8, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            1             25
  CLUS_2            3             57
  CLUS_3            5            133

Clustering(36) Variable = LUZP2 MUTATION ANALYSIS
D36V1, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             7              69
  CLUS_2             5              58
  CLUS_3             7              79
D36V2, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             5              53
  CLUS_2             9              73
  CLUS_3             5              80
D36V3, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             7              35
  CLUS_2             2              21
  CLUS_3             1              33
  CLUS_4             3              41
D36V4, multiclass
D36V5, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             7              71
  CLUS_2             5              61
  CLUS_3             7              71
D36V6, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             5              53
  CLUS_2             7             104
  CLUS_3             7              46
D36V7, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             1              45
  CLUS_2             7              87
  CLUS_3            11              73
D36V8, multiclass
        clus
vv       LUZP2 MUTATED LUZP2 WILD-TYPE
  CLUS_1             1              25
  CLUS_2             8              52
  CLUS_3            10             128

Clustering(37) Variable = PDE1A MUTATION ANALYSIS
D37V1, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1            10              66
  CLUS_2             6              57
  CLUS_3            14              72
D37V2, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             7              51
  CLUS_2            12              70
  CLUS_3            11              74
D37V3, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             6              36
  CLUS_2             6              17
  CLUS_3             4              30
  CLUS_4             8              36
D37V4, multiclass
D37V5, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             5              73
  CLUS_2            14              52
  CLUS_3            11              67
D37V6, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             5              53
  CLUS_2            17              94
  CLUS_3             8              45
D37V7, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             5              41
  CLUS_2            15              79
  CLUS_3            10              74
D37V8, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             3              23
  CLUS_2             3              57
  CLUS_3            24             114

Clustering(38) Variable = RBM11 MUTATION ANALYSIS
D38V1, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             2              74
  CLUS_2             6              57
  CLUS_3             4              82
D38V2, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             0              58
  CLUS_2             7              75
  CLUS_3             5              80
D38V3, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             4              38
  CLUS_2             2              21
  CLUS_3             2              32
  CLUS_4             2              42
D38V4, multiclass
D38V5, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             4              74
  CLUS_2             5              61
  CLUS_3             3              75
D38V6, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             3              55
  CLUS_2             9             102
  CLUS_3             0              53
D38V7, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             3              91
  CLUS_3             7              77
D38V8, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             0              26
  CLUS_2             3              57
  CLUS_3             9             129

Clustering(39) Variable = GLRB MUTATION ANALYSIS
D39V1, multiclass
        clus
vv       GLRB MUTATED GLRB WILD-TYPE
  CLUS_1           11             65
  CLUS_2            4             59
  CLUS_3            7             79
D39V2, multiclass
        clus
vv       GLRB MUTATED GLRB WILD-TYPE
  CLUS_1            8             50
  CLUS_2            7             75
  CLUS_3            7             78
D39V3, multiclass
        clus
vv       GLRB MUTATED GLRB WILD-TYPE
  CLUS_1            7             35
  CLUS_2            0             23
  CLUS_3            1             33
  CLUS_4            6             38
D39V4, multiclass
D39V5, multiclass
        clus
vv       GLRB MUTATED GLRB WILD-TYPE
  CLUS_1            5             73
  CLUS_2            7             59
  CLUS_3           10             68
D39V6, multiclass
        clus
vv       GLRB MUTATED GLRB WILD-TYPE
  CLUS_1            6             52
  CLUS_2            6            105
  CLUS_3           10             43
D39V7, multiclass
        clus
vv       GLRB MUTATED GLRB WILD-TYPE
  CLUS_1            3             43
  CLUS_2           12             82
  CLUS_3            7             77
D39V8, multiclass
        clus
vv       GLRB MUTATED GLRB WILD-TYPE
  CLUS_1            1             25
  CLUS_2            3             57
  CLUS_3           18            120

Clustering(40) Variable = PRB1 MUTATION ANALYSIS
D40V1, multiclass
        clus
vv       PRB1 MUTATED PRB1 WILD-TYPE
  CLUS_1            5             71
  CLUS_2            6             57
  CLUS_3           10             76
D40V2, multiclass
        clus
vv       PRB1 MUTATED PRB1 WILD-TYPE
  CLUS_1            4             54
  CLUS_2            7             75
  CLUS_3           10             75
D40V3, multiclass
        clus
vv       PRB1 MUTATED PRB1 WILD-TYPE
  CLUS_1            8             34
  CLUS_2            1             22
  CLUS_3            3             31
  CLUS_4            2             42
D40V4, multiclass
D40V5, multiclass
        clus
vv       PRB1 MUTATED PRB1 WILD-TYPE
  CLUS_1            7             71
  CLUS_2            9             57
  CLUS_3            5             73
D40V6, multiclass
        clus
vv       PRB1 MUTATED PRB1 WILD-TYPE
  CLUS_1            8             50
  CLUS_2           11            100
  CLUS_3            2             51
D40V7, multiclass
        clus
vv       PRB1 MUTATED PRB1 WILD-TYPE
  CLUS_1            5             41
  CLUS_2            7             87
  CLUS_3            9             75
D40V8, multiclass
        clus
vv       PRB1 MUTATED PRB1 WILD-TYPE
  CLUS_1            2             24
  CLUS_2            8             52
  CLUS_3           11            127

Clustering(41) Variable = KIAA1257 MUTATION ANALYSIS
D41V1, multiclass
        clus
vv       KIAA1257 MUTATED KIAA1257 WILD-TYPE
  CLUS_1                3                 73
  CLUS_2                6                 57
  CLUS_3                5                 81
D41V2, multiclass
        clus
vv       KIAA1257 MUTATED KIAA1257 WILD-TYPE
  CLUS_1                4                 54
  CLUS_2                5                 77
  CLUS_3                5                 80
D41V3, multiclass
        clus
vv       KIAA1257 MUTATED KIAA1257 WILD-TYPE
  CLUS_1                2                 40
  CLUS_2                3                 20
  CLUS_3                2                 32
  CLUS_4                4                 40
D41V4, multiclass
D41V5, multiclass
        clus
vv       KIAA1257 MUTATED KIAA1257 WILD-TYPE
  CLUS_1                5                 73
  CLUS_2                5                 61
  CLUS_3                4                 74
D41V6, multiclass
        clus
vv       KIAA1257 MUTATED KIAA1257 WILD-TYPE
  CLUS_1                3                 55
  CLUS_2                8                103
  CLUS_3                3                 50
D41V7, multiclass
        clus
vv       KIAA1257 MUTATED KIAA1257 WILD-TYPE
  CLUS_1                1                 45
  CLUS_2                9                 85
  CLUS_3                4                 80
D41V8, multiclass
        clus
vv       KIAA1257 MUTATED KIAA1257 WILD-TYPE
  CLUS_1                0                 26
  CLUS_2                4                 56
  CLUS_3               10                128

Clustering(42) Variable = USP17L2 MUTATION ANALYSIS
D42V1, multiclass
        clus
vv       USP17L2 MUTATED USP17L2 WILD-TYPE
  CLUS_1               3                73
  CLUS_2               6                57
  CLUS_3               9                77
D42V2, multiclass
        clus
vv       USP17L2 MUTATED USP17L2 WILD-TYPE
  CLUS_1               2                56
  CLUS_2               5                77
  CLUS_3              11                74
D42V3, multiclass
        clus
vv       USP17L2 MUTATED USP17L2 WILD-TYPE
  CLUS_1               6                36
  CLUS_2               4                19
  CLUS_3               1                33
  CLUS_4               3                41
D42V4, multiclass
D42V5, multiclass
        clus
vv       USP17L2 MUTATED USP17L2 WILD-TYPE
  CLUS_1               5                73
  CLUS_2              10                56
  CLUS_3               3                75
D42V6, multiclass
        clus
vv       USP17L2 MUTATED USP17L2 WILD-TYPE
  CLUS_1               6                52
  CLUS_2              11               100
  CLUS_3               1                52
D42V7, multiclass
        clus
vv       USP17L2 MUTATED USP17L2 WILD-TYPE
  CLUS_1               3                43
  CLUS_2               6                88
  CLUS_3               9                75
D42V8, multiclass
        clus
vv       USP17L2 MUTATED USP17L2 WILD-TYPE
  CLUS_1               2                24
  CLUS_2               6                54
  CLUS_3              10               128

Clustering(43) Variable = SPAG16 MUTATION ANALYSIS
D43V1, multiclass
        clus
vv       SPAG16 MUTATED SPAG16 WILD-TYPE
  CLUS_1              6               70
  CLUS_2              6               57
  CLUS_3              4               82
D43V2, multiclass
        clus
vv       SPAG16 MUTATED SPAG16 WILD-TYPE
  CLUS_1              4               54
  CLUS_2              6               76
  CLUS_3              6               79
D43V3, multiclass
        clus
vv       SPAG16 MUTATED SPAG16 WILD-TYPE
  CLUS_1              6               36
  CLUS_2              1               22
  CLUS_3              1               33
  CLUS_4              1               43
D43V4, multiclass
D43V5, multiclass
        clus
vv       SPAG16 MUTATED SPAG16 WILD-TYPE
  CLUS_1             10               68
  CLUS_2              2               64
  CLUS_3              4               74
D43V6, multiclass
        clus
vv       SPAG16 MUTATED SPAG16 WILD-TYPE
  CLUS_1              8               50
  CLUS_2              3              108
  CLUS_3              5               48
D43V7, multiclass
        clus
vv       SPAG16 MUTATED SPAG16 WILD-TYPE
  CLUS_1              1               45
  CLUS_2              5               89
  CLUS_3             10               74
D43V8, multiclass
        clus
vv       SPAG16 MUTATED SPAG16 WILD-TYPE
  CLUS_1              0               26
  CLUS_2              6               54
  CLUS_3             10              128

Clustering(44) Variable = OR4M2 MUTATION ANALYSIS
D44V1, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             7              69
  CLUS_2             6              57
  CLUS_3             9              77
D44V2, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             5              53
  CLUS_2             8              74
  CLUS_3             9              76
D44V3, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             8              34
  CLUS_2             5              18
  CLUS_3             1              33
  CLUS_4             4              40
D44V4, multiclass
D44V5, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             8              70
  CLUS_2             9              57
  CLUS_3             5              73
D44V6, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             6              52
  CLUS_2            10             101
  CLUS_3             6              47
D44V7, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             2              44
  CLUS_2            13              81
  CLUS_3             7              77
D44V8, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             2              24
  CLUS_2             4              56
  CLUS_3            16             122

Clustering(45) Variable = GFRAL MUTATION ANALYSIS
D45V1, multiclass
        clus
vv       GFRAL MUTATED GFRAL WILD-TYPE
  CLUS_1             9              67
  CLUS_2            11              52
  CLUS_3             8              78
D45V2, multiclass
        clus
vv       GFRAL MUTATED GFRAL WILD-TYPE
  CLUS_1             6              52
  CLUS_2            14              68
  CLUS_3             8              77
D45V3, multiclass
        clus
vv       GFRAL MUTATED GFRAL WILD-TYPE
  CLUS_1             5              37
  CLUS_2             3              20
  CLUS_3             5              29
  CLUS_4             3              41
D45V4, multiclass
D45V5, multiclass
        clus
vv       GFRAL MUTATED GFRAL WILD-TYPE
  CLUS_1            10              68
  CLUS_2             7              59
  CLUS_3            11              67
D45V6, multiclass
        clus
vv       GFRAL MUTATED GFRAL WILD-TYPE
  CLUS_1             7              51
  CLUS_2             9             102
  CLUS_3            12              41
D45V7, multiclass
        clus
vv       GFRAL MUTATED GFRAL WILD-TYPE
  CLUS_1             4              42
  CLUS_2            13              81
  CLUS_3            11              73
D45V8, multiclass
        clus
vv       GFRAL MUTATED GFRAL WILD-TYPE
  CLUS_1             3              23
  CLUS_2             9              51
  CLUS_3            16             122

Clustering(46) Variable = UNC119B MUTATION ANALYSIS
D46V1, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                75
  CLUS_2               1                62
  CLUS_3               4                82
D46V2, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                58
  CLUS_2               3                79
  CLUS_3               3                82
D46V3, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               2                40
  CLUS_2               0                23
  CLUS_3               0                34
  CLUS_4               4                40
D46V4, multiclass
D46V5, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               4                74
  CLUS_2               1                65
  CLUS_3               1                77
D46V6, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               3                55
  CLUS_2               3               108
  CLUS_3               0                53
D46V7, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                45
  CLUS_2               3                91
  CLUS_3               2                82
D46V8, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                26
  CLUS_2               3                57
  CLUS_3               3               135

Clustering(47) Variable = PHGDH MUTATION ANALYSIS
D47V1, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             3              73
  CLUS_2             1              62
  CLUS_3             4              82
D47V2, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              56
  CLUS_2             3              79
  CLUS_3             3              82
D47V3, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              40
  CLUS_2             1              22
  CLUS_3             2              32
  CLUS_4             2              42
D47V4, multiclass
D47V5, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              76
  CLUS_2             3              63
  CLUS_3             3              75
D47V6, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              56
  CLUS_2             5             106
  CLUS_3             1              52
D47V7, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             3              43
  CLUS_2             3              91
  CLUS_3             2              82
D47V8, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              24
  CLUS_2             2              58
  CLUS_3             4             134

Clustering(48) Variable = STXBP5L MUTATION ANALYSIS
D48V1, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              18                58
  CLUS_2               9                54
  CLUS_3              15                71
D48V2, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              10                48
  CLUS_2              15                67
  CLUS_3              17                68
D48V3, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              11                31
  CLUS_2               5                18
  CLUS_3               6                28
  CLUS_4               9                35
D48V4, multiclass
D48V5, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              15                63
  CLUS_2              17                49
  CLUS_3              10                68
D48V6, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              13                45
  CLUS_2              22                89
  CLUS_3               7                46
D48V7, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1              10                36
  CLUS_2              21                73
  CLUS_3              11                73
D48V8, multiclass
        clus
vv       STXBP5L MUTATED STXBP5L WILD-TYPE
  CLUS_1               6                20
  CLUS_2              10                50
  CLUS_3              26               112

Clustering(49) Variable = TRAT1 MUTATION ANALYSIS
D49V1, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             4              72
  CLUS_2             4              59
  CLUS_3             4              82
D49V2, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             1              57
  CLUS_2             6              76
  CLUS_3             5              80
D49V3, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             4              38
  CLUS_2             2              21
  CLUS_3             1              33
  CLUS_4             3              41
D49V4, multiclass
D49V5, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             2              76
  CLUS_2             3              63
  CLUS_3             6              72
D49V6, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             2              56
  CLUS_2             7             104
  CLUS_3             2              51
D49V7, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             1              45
  CLUS_2             7              87
  CLUS_3             4              80
D49V8, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             0              26
  CLUS_2             3              57
  CLUS_3             9             129

Clustering(50) Variable = ZNF844 MUTATION ANALYSIS
D50V1, multiclass
        clus
vv       ZNF844 MUTATED ZNF844 WILD-TYPE
  CLUS_1              3               73
  CLUS_2              2               61
  CLUS_3              4               82
D50V2, multiclass
        clus
vv       ZNF844 MUTATED ZNF844 WILD-TYPE
  CLUS_1              2               56
  CLUS_2              3               79
  CLUS_3              4               81
D50V3, multiclass
        clus
vv       ZNF844 MUTATED ZNF844 WILD-TYPE
  CLUS_1              1               41
  CLUS_2              2               21
  CLUS_3              1               33
  CLUS_4              2               42
D50V4, multiclass
D50V5, multiclass
        clus
vv       ZNF844 MUTATED ZNF844 WILD-TYPE
  CLUS_1              3               75
  CLUS_2              3               63
  CLUS_3              2               76
D50V6, multiclass
        clus
vv       ZNF844 MUTATED ZNF844 WILD-TYPE
  CLUS_1              2               56
  CLUS_2              4              107
  CLUS_3              2               51
D50V7, multiclass
        clus
vv       ZNF844 MUTATED ZNF844 WILD-TYPE
  CLUS_1              1               45
  CLUS_2              4               90
  CLUS_3              4               80
D50V8, multiclass
        clus
vv       ZNF844 MUTATED ZNF844 WILD-TYPE
  CLUS_1              0               26
  CLUS_2              3               57
  CLUS_3              6              132

Clustering(51) Variable = TTN MUTATION ANALYSIS
D51V1, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          54            22
  CLUS_2          48            15
  CLUS_3          69            17
D51V2, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          36            22
  CLUS_2          66            16
  CLUS_3          69            16
D51V3, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          37             5
  CLUS_2          18             5
  CLUS_3          26             8
  CLUS_4          33            11
D51V4, multiclass
D51V5, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          62            16
  CLUS_2          55            11
  CLUS_3          53            25
D51V6, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          46            12
  CLUS_2          88            23
  CLUS_3          36            17
D51V7, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          39             7
  CLUS_2          67            27
  CLUS_3          65            19
D51V8, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          22             4
  CLUS_2          50            10
  CLUS_3          99            39

Clustering(52) Variable = COPG2 MUTATION ANALYSIS
D52V1, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             1              75
  CLUS_2             3              60
  CLUS_3             5              81
D52V2, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             2              56
  CLUS_2             4              78
  CLUS_3             3              82
D52V3, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             0              42
  CLUS_2             2              21
  CLUS_3             2              32
  CLUS_4             2              42
D52V4, multiclass
D52V5, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             4              74
  CLUS_2             3              63
  CLUS_3             2              76
D52V6, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             2              56
  CLUS_2             5             106
  CLUS_3             2              51
D52V7, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             1              45
  CLUS_2             5              89
  CLUS_3             3              81
D52V8, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             0              26
  CLUS_2             3              57
  CLUS_3             6             132

Clustering(53) Variable = DSG3 MUTATION ANALYSIS
D53V1, multiclass
        clus
vv       DSG3 MUTATED DSG3 WILD-TYPE
  CLUS_1           14             62
  CLUS_2           14             49
  CLUS_3           13             73
D53V2, multiclass
        clus
vv       DSG3 MUTATED DSG3 WILD-TYPE
  CLUS_1           11             47
  CLUS_2           15             67
  CLUS_3           15             70
D53V3, multiclass
        clus
vv       DSG3 MUTATED DSG3 WILD-TYPE
  CLUS_1            9             33
  CLUS_2            6             17
  CLUS_3            7             27
  CLUS_4            7             37
D53V4, multiclass
D53V5, multiclass
        clus
vv       DSG3 MUTATED DSG3 WILD-TYPE
  CLUS_1           16             62
  CLUS_2           13             53
  CLUS_3           12             66
D53V6, multiclass
        clus
vv       DSG3 MUTATED DSG3 WILD-TYPE
  CLUS_1           12             46
  CLUS_2           19             92
  CLUS_3           10             43
D53V7, multiclass
        clus
vv       DSG3 MUTATED DSG3 WILD-TYPE
  CLUS_1            6             40
  CLUS_2           22             72
  CLUS_3           13             71
D53V8, multiclass
        clus
vv       DSG3 MUTATED DSG3 WILD-TYPE
  CLUS_1            3             23
  CLUS_2           11             49
  CLUS_3           27            111

Clustering(54) Variable = GML MUTATION ANALYSIS
D54V1, multiclass
        clus
vv       GML MUTATED GML WILD-TYPE
  CLUS_1           5            71
  CLUS_2           3            60
  CLUS_3           1            85
D54V2, multiclass
        clus
vv       GML MUTATED GML WILD-TYPE
  CLUS_1           4            54
  CLUS_2           2            80
  CLUS_3           3            82
D54V3, multiclass
        clus
vv       GML MUTATED GML WILD-TYPE
  CLUS_1           1            41
  CLUS_2           1            22
  CLUS_3           2            32
  CLUS_4           2            42
D54V4, multiclass
D54V5, multiclass
        clus
vv       GML MUTATED GML WILD-TYPE
  CLUS_1           4            74
  CLUS_2           2            64
  CLUS_3           3            75
D54V6, multiclass
        clus
vv       GML MUTATED GML WILD-TYPE
  CLUS_1           2            56
  CLUS_2           3           108
  CLUS_3           4            49
D54V7, multiclass
        clus
vv       GML MUTATED GML WILD-TYPE
  CLUS_1           0            46
  CLUS_2           6            88
  CLUS_3           3            81
D54V8, multiclass
        clus
vv       GML MUTATED GML WILD-TYPE
  CLUS_1           0            26
  CLUS_2           3            57
  CLUS_3           6           132

Clustering(55) Variable = HHLA2 MUTATION ANALYSIS
D55V1, multiclass
        clus
vv       HHLA2 MUTATED HHLA2 WILD-TYPE
  CLUS_1             2              74
  CLUS_2             3              60
  CLUS_3             9              77
D55V2, multiclass
        clus
vv       HHLA2 MUTATED HHLA2 WILD-TYPE
  CLUS_1             4              54
  CLUS_2             3              79
  CLUS_3             7              78
D55V3, multiclass
        clus
vv       HHLA2 MUTATED HHLA2 WILD-TYPE
  CLUS_1             5              37
  CLUS_2             1              22
  CLUS_3             1              33
  CLUS_4             2              42
D55V4, multiclass
D55V5, multiclass
        clus
vv       HHLA2 MUTATED HHLA2 WILD-TYPE
  CLUS_1             4              74
  CLUS_2             4              62
  CLUS_3             5              73
D55V6, multiclass
        clus
vv       HHLA2 MUTATED HHLA2 WILD-TYPE
  CLUS_1             5              53
  CLUS_2             4             107
  CLUS_3             4              49
D55V7, multiclass
        clus
vv       HHLA2 MUTATED HHLA2 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             3              91
  CLUS_3             8              76
D55V8, multiclass
        clus
vv       HHLA2 MUTATED HHLA2 WILD-TYPE
  CLUS_1             2              24
  CLUS_2             5              55
  CLUS_3             7             131

Clustering(56) Variable = LILRB4 MUTATION ANALYSIS
D56V1, multiclass
        clus
vv       LILRB4 MUTATED LILRB4 WILD-TYPE
  CLUS_1             13               63
  CLUS_2              7               56
  CLUS_3              7               79
D56V2, multiclass
        clus
vv       LILRB4 MUTATED LILRB4 WILD-TYPE
  CLUS_1              7               51
  CLUS_2             10               72
  CLUS_3             10               75
D56V3, multiclass
        clus
vv       LILRB4 MUTATED LILRB4 WILD-TYPE
  CLUS_1              3               39
  CLUS_2              5               18
  CLUS_3              4               30
  CLUS_4              9               35
D56V4, multiclass
D56V5, multiclass
        clus
vv       LILRB4 MUTATED LILRB4 WILD-TYPE
  CLUS_1              7               71
  CLUS_2              8               58
  CLUS_3             12               66
D56V6, multiclass
        clus
vv       LILRB4 MUTATED LILRB4 WILD-TYPE
  CLUS_1              4               54
  CLUS_2             15               96
  CLUS_3              8               45
D56V7, multiclass
        clus
vv       LILRB4 MUTATED LILRB4 WILD-TYPE
  CLUS_1              7               39
  CLUS_2             12               82
  CLUS_3              8               76
D56V8, multiclass
        clus
vv       LILRB4 MUTATED LILRB4 WILD-TYPE
  CLUS_1              2               24
  CLUS_2              5               55
  CLUS_3             20              118

Clustering(57) Variable = SLC38A4 MUTATION ANALYSIS
D57V1, multiclass
        clus
vv       SLC38A4 MUTATED SLC38A4 WILD-TYPE
  CLUS_1              11                65
  CLUS_2               1                62
  CLUS_3              13                73
D57V2, multiclass
        clus
vv       SLC38A4 MUTATED SLC38A4 WILD-TYPE
  CLUS_1               5                53
  CLUS_2               9                73
  CLUS_3              11                74
D57V3, multiclass
        clus
vv       SLC38A4 MUTATED SLC38A4 WILD-TYPE
  CLUS_1               5                37
  CLUS_2               2                21
  CLUS_3               4                30
  CLUS_4               6                38
D57V4, multiclass
D57V5, multiclass
        clus
vv       SLC38A4 MUTATED SLC38A4 WILD-TYPE
  CLUS_1               6                72
  CLUS_2              13                53
  CLUS_3               6                72
D57V6, multiclass
        clus
vv       SLC38A4 MUTATED SLC38A4 WILD-TYPE
  CLUS_1               6                52
  CLUS_2              16                95
  CLUS_3               3                50
D57V7, multiclass
        clus
vv       SLC38A4 MUTATED SLC38A4 WILD-TYPE
  CLUS_1               7                39
  CLUS_2              11                83
  CLUS_3               7                77
D57V8, multiclass
        clus
vv       SLC38A4 MUTATED SLC38A4 WILD-TYPE
  CLUS_1               4                22
  CLUS_2               5                55
  CLUS_3              16               122

Clustering(58) Variable = OR2L3 MUTATION ANALYSIS
D58V1, multiclass
        clus
vv       OR2L3 MUTATED OR2L3 WILD-TYPE
  CLUS_1             3              73
  CLUS_2             5              58
  CLUS_3             6              80
D58V2, multiclass
        clus
vv       OR2L3 MUTATED OR2L3 WILD-TYPE
  CLUS_1             0              58
  CLUS_2             9              73
  CLUS_3             5              80
D58V3, multiclass
        clus
vv       OR2L3 MUTATED OR2L3 WILD-TYPE
  CLUS_1             3              39
  CLUS_2             1              22
  CLUS_3             1              33
  CLUS_4             4              40
D58V4, multiclass
D58V5, multiclass
        clus
vv       OR2L3 MUTATED OR2L3 WILD-TYPE
  CLUS_1             6              72
  CLUS_2             4              62
  CLUS_3             4              74
D58V6, multiclass
        clus
vv       OR2L3 MUTATED OR2L3 WILD-TYPE
  CLUS_1             6              52
  CLUS_2             5             106
  CLUS_3             3              50
D58V7, multiclass
        clus
vv       OR2L3 MUTATED OR2L3 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             7              87
  CLUS_3             4              80
D58V8, multiclass
        clus
vv       OR2L3 MUTATED OR2L3 WILD-TYPE
  CLUS_1             3              23
  CLUS_2             4              56
  CLUS_3             7             131

Clustering(59) Variable = HBD MUTATION ANALYSIS
D59V1, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           2            74
  CLUS_2           4            59
  CLUS_3           3            83
D59V2, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           2            56
  CLUS_2           3            79
  CLUS_3           4            81
D59V3, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           2            40
  CLUS_2           2            21
  CLUS_3           1            33
  CLUS_4           2            42
D59V4, multiclass
D59V5, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           0            78
  CLUS_2           4            62
  CLUS_3           5            73
D59V6, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           0            58
  CLUS_2           5           106
  CLUS_3           4            49
D59V7, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           1            45
  CLUS_2           6            88
  CLUS_3           2            82
D59V8, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           1            25
  CLUS_2           2            58
  CLUS_3           6           132

Clustering(60) Variable = TBC1D3B MUTATION ANALYSIS
D60V1, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                75
  CLUS_2               0                63
  CLUS_3               4                82
D60V2, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                57
  CLUS_2               1                81
  CLUS_3               3                82
D60V3, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               2                40
  CLUS_2               2                21
  CLUS_3               0                34
  CLUS_4               0                44
D60V4, multiclass
D60V5, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                77
  CLUS_2               2                64
  CLUS_3               2                76
D60V6, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                57
  CLUS_2               3               108
  CLUS_3               1                52
D60V7, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                45
  CLUS_2               3                91
  CLUS_3               1                83
D60V8, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                25
  CLUS_2               1                59
  CLUS_3               3               135

Clustering(61) Variable = TCEB3C MUTATION ANALYSIS
D61V1, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1             11               65
  CLUS_2              5               58
  CLUS_3             10               76
D61V2, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              6               52
  CLUS_2             13               69
  CLUS_3              7               78
D61V3, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              7               35
  CLUS_2              1               22
  CLUS_3              3               31
  CLUS_4              8               36
D61V4, multiclass
D61V5, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              7               71
  CLUS_2              5               61
  CLUS_3             13               65
D61V6, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              6               52
  CLUS_2              9              102
  CLUS_3             10               43
D61V7, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              8               38
  CLUS_2              9               85
  CLUS_3              9               75
D61V8, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              5               21
  CLUS_2              5               55
  CLUS_3             16              122

Clustering(62) Variable = CYLC2 MUTATION ANALYSIS
D62V1, multiclass
        clus
vv       CYLC2 MUTATED CYLC2 WILD-TYPE
  CLUS_1             4              72
  CLUS_2             5              58
  CLUS_3            10              76
D62V2, multiclass
        clus
vv       CYLC2 MUTATED CYLC2 WILD-TYPE
  CLUS_1             3              55
  CLUS_2             7              75
  CLUS_3             9              76
D62V3, multiclass
        clus
vv       CYLC2 MUTATED CYLC2 WILD-TYPE
  CLUS_1             2              40
  CLUS_2             5              18
  CLUS_3             4              30
  CLUS_4             2              42
D62V4, multiclass
D62V5, multiclass
        clus
vv       CYLC2 MUTATED CYLC2 WILD-TYPE
  CLUS_1             4              74
  CLUS_2             9              57
  CLUS_3             6              72
D62V6, multiclass
        clus
vv       CYLC2 MUTATED CYLC2 WILD-TYPE
  CLUS_1             2              56
  CLUS_2            12              99
  CLUS_3             5              48
D62V7, multiclass
        clus
vv       CYLC2 MUTATED CYLC2 WILD-TYPE
  CLUS_1             5              41
  CLUS_2            10              84
  CLUS_3             4              80
D62V8, multiclass
        clus
vv       CYLC2 MUTATED CYLC2 WILD-TYPE
  CLUS_1             3              23
  CLUS_2             3              57
  CLUS_3            13             125

Clustering(63) Variable = HBG2 MUTATION ANALYSIS
D63V1, multiclass
        clus
vv       HBG2 MUTATED HBG2 WILD-TYPE
  CLUS_1            4             72
  CLUS_2            2             61
  CLUS_3            1             85
D63V2, multiclass
        clus
vv       HBG2 MUTATED HBG2 WILD-TYPE
  CLUS_1            1             57
  CLUS_2            4             78
  CLUS_3            2             83
D63V3, multiclass
        clus
vv       HBG2 MUTATED HBG2 WILD-TYPE
  CLUS_1            0             42
  CLUS_2            0             23
  CLUS_3            1             33
  CLUS_4            3             41
D63V4, multiclass
D63V5, multiclass
        clus
vv       HBG2 MUTATED HBG2 WILD-TYPE
  CLUS_1            1             77
  CLUS_2            4             62
  CLUS_3            2             76
D63V6, multiclass
        clus
vv       HBG2 MUTATED HBG2 WILD-TYPE
  CLUS_1            1             57
  CLUS_2            4            107
  CLUS_3            2             51
D63V7, multiclass
        clus
vv       HBG2 MUTATED HBG2 WILD-TYPE
  CLUS_1            2             44
  CLUS_2            1             93
  CLUS_3            4             80
D63V8, multiclass
        clus
vv       HBG2 MUTATED HBG2 WILD-TYPE
  CLUS_1            2             24
  CLUS_2            2             58
  CLUS_3            3            135

Clustering(64) Variable = LOC649330 MUTATION ANALYSIS
D64V1, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 8                  68
  CLUS_2                 3                  60
  CLUS_3                11                  75
D64V2, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  53
  CLUS_2                 6                  76
  CLUS_3                11                  74
D64V3, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  37
  CLUS_2                 4                  19
  CLUS_3                 3                  31
  CLUS_4                 5                  39
D64V4, multiclass
D64V5, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 4                  74
  CLUS_2                11                  55
  CLUS_3                 7                  71
D64V6, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  53
  CLUS_2                13                  98
  CLUS_3                 4                  49
D64V7, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  41
  CLUS_2                10                  84
  CLUS_3                 7                  77
D64V8, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 3                  23
  CLUS_2                 4                  56
  CLUS_3                15                 123

Clustering(65) Variable = FIGLA MUTATION ANALYSIS
D65V1, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             2              74
  CLUS_2             0              63
  CLUS_3             1              85
D65V2, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              58
  CLUS_2             2              80
  CLUS_3             1              84
D65V3, multiclass
[1] "Remove cluster labels:" "FIGLA MUTATED"         
clus
  FIGLA MUTATED FIGLA WILD-TYPE 
              1             142 
     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-D9-A148      TCGA-D9-A149      TCGA-D9-A1JW      TCGA-D9-A1JX 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-DA-A1HV      TCGA-DA-A1HW      TCGA-DA-A1HY      TCGA-DA-A1I2 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-DA-A1I4      TCGA-DA-A1I5      TCGA-DA-A1I8      TCGA-DA-A1IA 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-DA-A1IB      TCGA-DA-A1IC      TCGA-EE-A17X      TCGA-EE-A181 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A182      TCGA-EE-A184      TCGA-EE-A185      TCGA-EE-A20C 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A20F      TCGA-EE-A29B      TCGA-EE-A29C      TCGA-EE-A29E 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29G      TCGA-EE-A29H      TCGA-EE-A29L      TCGA-EE-A29M 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29N      TCGA-EE-A29P      TCGA-EE-A29R      TCGA-EE-A29S 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29T      TCGA-EE-A29V      TCGA-EE-A29W      TCGA-EE-A2A0 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2A2      TCGA-EE-A2A6      TCGA-EE-A2GC      TCGA-EE-A2GH 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GI      TCGA-EE-A2GK      TCGA-EE-A2GL      TCGA-EE-A2GP 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GR      TCGA-EE-A2GS      TCGA-EE-A2GT      TCGA-EE-A2GU 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2M5      TCGA-EE-A2M6      TCGA-EE-A2M8      TCGA-EE-A2MC 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MD      TCGA-EE-A2MI      TCGA-EE-A2MJ      TCGA-EE-A2MK 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2ML      TCGA-EE-A2MM      TCGA-EE-A2MN      TCGA-EE-A2MP 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MR      TCGA-EE-A2MS      TCGA-EE-A2MT      TCGA-EE-A2MU 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3AA      TCGA-EE-A3AB      TCGA-EE-A3AC      TCGA-EE-A3AD 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3AE      TCGA-EE-A3AF      TCGA-EE-A3AG      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-A19N      TCGA-ER-A19O      TCGA-ER-A19P 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19Q      TCGA-ER-A19S      TCGA-ER-A1A1      TCGA-ER-A2NC 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A2ND      TCGA-ER-A2NE      TCGA-ER-A2NG      TCGA-ER-A2NH 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1YW      TCGA-FS-A1Z0      TCGA-FS-A1Z3      TCGA-FS-A1Z4 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZA      TCGA-FS-A1ZC      TCGA-FS-A1ZD      TCGA-FS-A1ZG 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZH      TCGA-FS-A1ZJ      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-FS-A1ZZ      TCGA-GN-A261      TCGA-GN-A262      TCGA-GN-A264 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-GN-A265      TCGA-GN-A266      TCGA-GN-A267      TCGA-GN-A268 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-GN-A26A      TCGA-GN-A26D 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
D65V4, multiclass
[1] "Remove cluster labels:" "FIGLA MUTATED"         
clus
  FIGLA MUTATED FIGLA WILD-TYPE 
              1             142 
     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-D9-A148      TCGA-D9-A149      TCGA-D9-A1JW      TCGA-D9-A1JX 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-DA-A1HV      TCGA-DA-A1HW      TCGA-DA-A1HY      TCGA-DA-A1I2 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-DA-A1I4      TCGA-DA-A1I5      TCGA-DA-A1I8      TCGA-DA-A1IA 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-DA-A1IB      TCGA-DA-A1IC      TCGA-EE-A17X      TCGA-EE-A181 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A182      TCGA-EE-A184      TCGA-EE-A185      TCGA-EE-A20C 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A20F      TCGA-EE-A29B      TCGA-EE-A29C      TCGA-EE-A29E 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29G      TCGA-EE-A29H      TCGA-EE-A29L      TCGA-EE-A29M 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29N      TCGA-EE-A29P      TCGA-EE-A29R      TCGA-EE-A29S 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A29T      TCGA-EE-A29V      TCGA-EE-A29W      TCGA-EE-A2A0 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2A2      TCGA-EE-A2A6      TCGA-EE-A2GC      TCGA-EE-A2GH 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GI      TCGA-EE-A2GK      TCGA-EE-A2GL      TCGA-EE-A2GP 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GR      TCGA-EE-A2GS      TCGA-EE-A2GT      TCGA-EE-A2GU 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2M5      TCGA-EE-A2M6      TCGA-EE-A2M8      TCGA-EE-A2MC 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MD      TCGA-EE-A2MI      TCGA-EE-A2MJ      TCGA-EE-A2MK 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2ML      TCGA-EE-A2MM      TCGA-EE-A2MN      TCGA-EE-A2MP 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MR      TCGA-EE-A2MS      TCGA-EE-A2MT      TCGA-EE-A2MU 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3AA      TCGA-EE-A3AB      TCGA-EE-A3AC      TCGA-EE-A3AD 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3AE      TCGA-EE-A3AF      TCGA-EE-A3AG      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-A19N      TCGA-ER-A19O      TCGA-ER-A19P 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19Q      TCGA-ER-A19S      TCGA-ER-A1A1      TCGA-ER-A2NC 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A2ND      TCGA-ER-A2NE      TCGA-ER-A2NG      TCGA-ER-A2NH 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1YW      TCGA-FS-A1Z0      TCGA-FS-A1Z3      TCGA-FS-A1Z4 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZA      TCGA-FS-A1ZC      TCGA-FS-A1ZD      TCGA-FS-A1ZG 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZH      TCGA-FS-A1ZJ      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-FS-A1ZZ      TCGA-GN-A261      TCGA-GN-A262      TCGA-GN-A264 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-GN-A265      TCGA-GN-A266      TCGA-GN-A267      TCGA-GN-A268 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-GN-A26A      TCGA-GN-A26D 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
D65V5, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              78
  CLUS_2             1              65
  CLUS_3             2              76
D65V6, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              58
  CLUS_2             3             108
  CLUS_3             0              53
D65V7, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             1              45
  CLUS_2             2              92
  CLUS_3             0              84
D65V8, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              26
  CLUS_2             0              60
  CLUS_3             3             135

Clustering(66) Variable = PARM1 MUTATION ANALYSIS
D66V1, multiclass
        clus
vv       PARM1 MUTATED PARM1 WILD-TYPE
  CLUS_1             7              69
  CLUS_2             4              59
  CLUS_3             6              80
D66V2, multiclass
        clus
vv       PARM1 MUTATED PARM1 WILD-TYPE
  CLUS_1             4              54
  CLUS_2             6              76
  CLUS_3             7              78
D66V3, multiclass
        clus
vv       PARM1 MUTATED PARM1 WILD-TYPE
  CLUS_1             5              37
  CLUS_2             1              22
  CLUS_3             4              30
  CLUS_4             3              41
D66V4, multiclass
D66V5, multiclass
        clus
vv       PARM1 MUTATED PARM1 WILD-TYPE
  CLUS_1             6              72
  CLUS_2             6              60
  CLUS_3             5              73
D66V6, multiclass
        clus
vv       PARM1 MUTATED PARM1 WILD-TYPE
  CLUS_1             6              52
  CLUS_2             7             104
  CLUS_3             4              49
D66V7, multiclass
        clus
vv       PARM1 MUTATED PARM1 WILD-TYPE
  CLUS_1             5              41
  CLUS_2             4              90
  CLUS_3             8              76
D66V8, multiclass
        clus
vv       PARM1 MUTATED PARM1 WILD-TYPE
  CLUS_1             3              23
  CLUS_2             6              54
  CLUS_3             8             130

Clustering(67) Variable = CCK MUTATION ANALYSIS
D67V1, multiclass
        clus
vv       CCK MUTATED CCK WILD-TYPE
  CLUS_1           3            73
  CLUS_2           2            61
  CLUS_3           1            85
D67V2, multiclass
        clus
vv       CCK MUTATED CCK WILD-TYPE
  CLUS_1           2            56
  CLUS_2           1            81
  CLUS_3           3            82
D67V3, multiclass
        clus
vv       CCK MUTATED CCK WILD-TYPE
  CLUS_1           3            39
  CLUS_2           0            23
  CLUS_3           0            34
  CLUS_4           1            43
D67V4, multiclass
D67V5, multiclass
        clus
vv       CCK MUTATED CCK WILD-TYPE
  CLUS_1           2            76
  CLUS_2           3            63
  CLUS_3           1            77
D67V6, multiclass
        clus
vv       CCK MUTATED CCK WILD-TYPE
  CLUS_1           2            56
  CLUS_2           3           108
  CLUS_3           1            52
D67V7, multiclass
        clus
vv       CCK MUTATED CCK WILD-TYPE
  CLUS_1           1            45
  CLUS_2           4            90
  CLUS_3           1            83
D67V8, multiclass
        clus
vv       CCK MUTATED CCK WILD-TYPE
  CLUS_1           1            25
  CLUS_2           1            59
  CLUS_3           4           134

Clustering(68) Variable = ZFP106 MUTATION ANALYSIS
D68V1, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              4               72
  CLUS_2              3               60
  CLUS_3              3               83
D68V2, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              2               56
  CLUS_2              3               79
  CLUS_3              5               80
D68V3, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              0               42
  CLUS_2              2               21
  CLUS_3              2               32
  CLUS_4              3               41
D68V4, multiclass
D68V5, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              4               74
  CLUS_2              4               62
  CLUS_3              2               76
D68V6, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              3               55
  CLUS_2              4              107
  CLUS_3              3               50
D68V7, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              0               46
  CLUS_2              7               87
  CLUS_3              3               81
D68V8, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              0               26
  CLUS_2              2               58
  CLUS_3              8              130

Clustering(69) Variable = UGT2B15 MUTATION ANALYSIS
D69V1, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               6                70
  CLUS_2               3                60
  CLUS_3              10                76
D69V2, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               3                55
  CLUS_2               6                76
  CLUS_3              10                75
D69V3, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               5                37
  CLUS_2               1                22
  CLUS_3               3                31
  CLUS_4               3                41
D69V4, multiclass
D69V5, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               6                72
  CLUS_2               8                58
  CLUS_3               5                73
D69V6, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               5                53
  CLUS_2              11               100
  CLUS_3               3                50
D69V7, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               2                44
  CLUS_2               7                87
  CLUS_3              10                74
D69V8, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               1                25
  CLUS_2               6                54
  CLUS_3              12               126

Clustering(70) Variable = FGF16 MUTATION ANALYSIS
D70V1, multiclass
        clus
vv       FGF16 MUTATED FGF16 WILD-TYPE
  CLUS_1             2              74
  CLUS_2             2              61
  CLUS_3             3              83
D70V2, multiclass
        clus
vv       FGF16 MUTATED FGF16 WILD-TYPE
  CLUS_1             2              56
  CLUS_2             3              79
  CLUS_3             2              83
D70V3, multiclass
        clus
vv       FGF16 MUTATED FGF16 WILD-TYPE
  CLUS_1             5              37
  CLUS_2             0              23
  CLUS_3             0              34
  CLUS_4             0              44
D70V4, multiclass
D70V5, multiclass
        clus
vv       FGF16 MUTATED FGF16 WILD-TYPE
  CLUS_1             2              76
  CLUS_2             2              64
  CLUS_3             3              75
D70V6, multiclass
        clus
vv       FGF16 MUTATED FGF16 WILD-TYPE
  CLUS_1             1              57
  CLUS_2             4             107
  CLUS_3             2              51
D70V7, multiclass
        clus
vv       FGF16 MUTATED FGF16 WILD-TYPE
  CLUS_1             1              45
  CLUS_2             1              93
  CLUS_3             5              79
D70V8, multiclass
        clus
vv       FGF16 MUTATED FGF16 WILD-TYPE
  CLUS_1             1              25
  CLUS_2             2              58
  CLUS_3             4             134

Clustering(71) Variable = NUDT4 MUTATION ANALYSIS
D71V1, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             2              74
  CLUS_2             1              62
  CLUS_3             2              84
D71V2, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             0              58
  CLUS_2             3              79
  CLUS_3             2              83
D71V3, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             3              39
  CLUS_2             0              23
  CLUS_3             0              34
  CLUS_4             2              42
D71V4, multiclass
D71V5, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             2              76
  CLUS_2             1              65
  CLUS_3             2              76
D71V6, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             2              56
  CLUS_2             2             109
  CLUS_3             1              52
D71V7, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             1              93
  CLUS_3             2              82
D71V8, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             1              25
  CLUS_2             2              58
  CLUS_3             2             136

Clustering(72) Variable = DSG1 MUTATION ANALYSIS
D72V1, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           10             66
  CLUS_2           12             51
  CLUS_3           15             71
D72V2, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            7             51
  CLUS_2           16             66
  CLUS_3           14             71
D72V3, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           12             30
  CLUS_2            5             18
  CLUS_3            3             31
  CLUS_4            5             39
D72V4, multiclass
D72V5, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           13             65
  CLUS_2           14             52
  CLUS_3           10             68
D72V6, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           12             46
  CLUS_2           18             93
  CLUS_3            7             46
D72V7, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            6             40
  CLUS_2           15             79
  CLUS_3           16             68
D72V8, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            4             22
  CLUS_2           14             46
  CLUS_3           19            119

Clustering(73) Variable = ARL16 MUTATION ANALYSIS
D73V1, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             4              72
  CLUS_2             0              63
  CLUS_3             3              83
D73V2, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             3              55
  CLUS_2             3              79
  CLUS_3             1              84
D73V3, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             0              42
  CLUS_2             1              22
  CLUS_3             0              34
  CLUS_4             3              41
D73V4, multiclass
D73V5, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             3              75
  CLUS_2             3              63
  CLUS_3             1              77
D73V6, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             3              55
  CLUS_2             3             108
  CLUS_3             1              52
D73V7, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             3              91
  CLUS_3             2              82
D73V8, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             1              25
  CLUS_2             2              58
  CLUS_3             4             134

Clustering(74) Variable = VEGFC MUTATION ANALYSIS
D74V1, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             4              72
  CLUS_2             6              57
  CLUS_3             6              80
D74V2, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             1              57
  CLUS_2             8              74
  CLUS_3             7              78
D74V3, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             3              39
  CLUS_2             4              19
  CLUS_3             3              31
  CLUS_4             2              42
D74V4, multiclass
D74V5, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             3              75
  CLUS_2             8              58
  CLUS_3             5              73
D74V6, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             2              56
  CLUS_2            11             100
  CLUS_3             3              50
D74V7, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             1              45
  CLUS_2            12              82
  CLUS_3             3              81
D74V8, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             1              25
  CLUS_2             1              59
  CLUS_3            14             124

Clustering(75) Variable = PSG4 MUTATION ANALYSIS
D75V1, multiclass
        clus
vv       PSG4 MUTATED PSG4 WILD-TYPE
  CLUS_1            8             68
  CLUS_2            4             59
  CLUS_3           11             75
D75V2, multiclass
        clus
vv       PSG4 MUTATED PSG4 WILD-TYPE
  CLUS_1            6             52
  CLUS_2            9             73
  CLUS_3            8             77
D75V3, multiclass
        clus
vv       PSG4 MUTATED PSG4 WILD-TYPE
  CLUS_1            2             40
  CLUS_2            3             20
  CLUS_3            2             32
  CLUS_4            6             38
D75V4, multiclass
D75V5, multiclass
        clus
vv       PSG4 MUTATED PSG4 WILD-TYPE
  CLUS_1            6             72
  CLUS_2            7             59
  CLUS_3           10             68
D75V6, multiclass
        clus
vv       PSG4 MUTATED PSG4 WILD-TYPE
  CLUS_1            6             52
  CLUS_2           11            100
  CLUS_3            6             47
D75V7, multiclass
        clus
vv       PSG4 MUTATED PSG4 WILD-TYPE
  CLUS_1            4             42
  CLUS_2           14             80
  CLUS_3            5             79
D75V8, multiclass
        clus
vv       PSG4 MUTATED PSG4 WILD-TYPE
  CLUS_1            0             26
  CLUS_2            5             55
  CLUS_3           18            120

Clustering(76) Variable = DEFB119 MUTATION ANALYSIS
D76V1, multiclass
        clus
vv       DEFB119 MUTATED DEFB119 WILD-TYPE
  CLUS_1               2                74
  CLUS_2               2                61
  CLUS_3               2                84
D76V2, multiclass
        clus
vv       DEFB119 MUTATED DEFB119 WILD-TYPE
  CLUS_1               1                57
  CLUS_2               3                79
  CLUS_3               2                83
D76V3, multiclass
        clus
vv       DEFB119 MUTATED DEFB119 WILD-TYPE
  CLUS_1               2                40
  CLUS_2               1                22
  CLUS_3               1                33
  CLUS_4               0                44
D76V4, multiclass
D76V5, multiclass
        clus
vv       DEFB119 MUTATED DEFB119 WILD-TYPE
  CLUS_1               2                76
  CLUS_2               1                65
  CLUS_3               3                75
D76V6, multiclass
        clus
vv       DEFB119 MUTATED DEFB119 WILD-TYPE
  CLUS_1               2                56
  CLUS_2               2               109
  CLUS_3               2                51
D76V7, multiclass
        clus
vv       DEFB119 MUTATED DEFB119 WILD-TYPE
  CLUS_1               0                46
  CLUS_2               4                90
  CLUS_3               2                82
D76V8, multiclass
        clus
vv       DEFB119 MUTATED DEFB119 WILD-TYPE
  CLUS_1               0                26
  CLUS_2               2                58
  CLUS_3               4               134

Clustering(77) Variable = KLHL4 MUTATION ANALYSIS
D77V1, multiclass
        clus
vv       KLHL4 MUTATED KLHL4 WILD-TYPE
  CLUS_1             6              70
  CLUS_2             7              56
  CLUS_3             7              79
D77V2, multiclass
        clus
vv       KLHL4 MUTATED KLHL4 WILD-TYPE
  CLUS_1             3              55
  CLUS_2             8              74
  CLUS_3             9              76
D77V3, multiclass
        clus
vv       KLHL4 MUTATED KLHL4 WILD-TYPE
  CLUS_1             5              37
  CLUS_2             3              20
  CLUS_3             3              31
  CLUS_4             3              41
D77V4, multiclass
D77V5, multiclass
        clus
vv       KLHL4 MUTATED KLHL4 WILD-TYPE
  CLUS_1            10              68
  CLUS_2             3              63
  CLUS_3             7              71
D77V6, multiclass
        clus
vv       KLHL4 MUTATED KLHL4 WILD-TYPE
  CLUS_1            10              48
  CLUS_2             8             103
  CLUS_3             2              51
D77V7, multiclass
        clus
vv       KLHL4 MUTATED KLHL4 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             9              85
  CLUS_3             8              76
D77V8, multiclass
        clus
vv       KLHL4 MUTATED KLHL4 WILD-TYPE
  CLUS_1             1              25
  CLUS_2             8              52
  CLUS_3            11             127

Clustering(78) Variable = EIF3D MUTATION ANALYSIS
D78V1, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             2              74
  CLUS_2             1              62
  CLUS_3             1              85
D78V2, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              57
  CLUS_2             2              80
  CLUS_3             1              84
D78V3, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              42
  CLUS_2             1              22
  CLUS_3             0              34
  CLUS_4             2              42
D78V4, multiclass
D78V5, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              77
  CLUS_2             1              65
  CLUS_3             2              76
D78V6, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              57
  CLUS_2             1             110
  CLUS_3             2              51
D78V7, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              46
  CLUS_2             3              91
  CLUS_3             1              83
D78V8, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              26
  CLUS_2             0              60
  CLUS_3             4             134

Clustering(79) Variable = OR2W1 MUTATION ANALYSIS
D79V1, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             3              73
  CLUS_2             3              60
  CLUS_3            10              76
D79V2, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             3              55
  CLUS_2             7              75
  CLUS_3             6              79
D79V3, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              38
  CLUS_2             1              22
  CLUS_3             0              34
  CLUS_4             4              40
D79V4, multiclass
D79V5, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              74
  CLUS_2             6              60
  CLUS_3             5              73
D79V6, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              54
  CLUS_2             8             103
  CLUS_3             3              50
D79V7, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              42
  CLUS_2             5              89
  CLUS_3             7              77
D79V8, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             2              24
  CLUS_2             5              55
  CLUS_3             9             129

Clustering(80) Variable = OR4N2 MUTATION ANALYSIS
D80V1, multiclass
        clus
vv       OR4N2 MUTATED OR4N2 WILD-TYPE
  CLUS_1             9              67
  CLUS_2             3              60
  CLUS_3             9              77
D80V2, multiclass
        clus
vv       OR4N2 MUTATED OR4N2 WILD-TYPE
  CLUS_1             2              56
  CLUS_2             8              74
  CLUS_3            11              74
D80V3, multiclass
        clus
vv       OR4N2 MUTATED OR4N2 WILD-TYPE
  CLUS_1             3              39
  CLUS_2             3              20
  CLUS_3             4              30
  CLUS_4             7              37
D80V4, multiclass
D80V5, multiclass
        clus
vv       OR4N2 MUTATED OR4N2 WILD-TYPE
  CLUS_1             2              76
  CLUS_2             9              57
  CLUS_3            10              68
D80V6, multiclass
        clus
vv       OR4N2 MUTATED OR4N2 WILD-TYPE
  CLUS_1             3              55
  CLUS_2            12              99
  CLUS_3             6              47
D80V7, multiclass
        clus
vv       OR4N2 MUTATED OR4N2 WILD-TYPE
  CLUS_1             6              40
  CLUS_2            11              83
  CLUS_3             4              80
D80V8, multiclass
        clus
vv       OR4N2 MUTATED OR4N2 WILD-TYPE
  CLUS_1             2              24
  CLUS_2             1              59
  CLUS_3            18             120

Clustering(81) Variable = CCDC11 MUTATION ANALYSIS
D81V1, multiclass
        clus
vv       CCDC11 MUTATED CCDC11 WILD-TYPE
  CLUS_1              5               71
  CLUS_2              5               58
  CLUS_3              7               79
D81V2, multiclass
        clus
vv       CCDC11 MUTATED CCDC11 WILD-TYPE
  CLUS_1              1               57
  CLUS_2             10               72
  CLUS_3              6               79
D81V3, multiclass
        clus
vv       CCDC11 MUTATED CCDC11 WILD-TYPE
  CLUS_1              2               40
  CLUS_2              4               19
  CLUS_3              2               32
  CLUS_4              6               38
D81V4, multiclass
D81V5, multiclass
        clus
vv       CCDC11 MUTATED CCDC11 WILD-TYPE
  CLUS_1              5               73
  CLUS_2              9               57
  CLUS_3              3               75
D81V6, multiclass
        clus
vv       CCDC11 MUTATED CCDC11 WILD-TYPE
  CLUS_1              5               53
  CLUS_2             11              100
  CLUS_3              1               52
D81V7, multiclass
        clus
vv       CCDC11 MUTATED CCDC11 WILD-TYPE
  CLUS_1              7               39
  CLUS_2              9               85
  CLUS_3              1               83
D81V8, multiclass
        clus
vv       CCDC11 MUTATED CCDC11 WILD-TYPE
  CLUS_1              2               24
  CLUS_2              5               55
  CLUS_3             10              128

Clustering(82) Variable = LIN7A MUTATION ANALYSIS
D82V1, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             4              72
  CLUS_2             2              61
  CLUS_3             4              82
D82V2, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             1              57
  CLUS_2             6              76
  CLUS_3             3              82
D82V3, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             1              41
  CLUS_2             2              21
  CLUS_3             1              33
  CLUS_4             3              41
D82V4, multiclass
D82V5, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             1              77
  CLUS_2             5              61
  CLUS_3             4              74
D82V6, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             1              57
  CLUS_2             6             105
  CLUS_3             3              50
D82V7, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             2              44
  CLUS_2             8              86
  CLUS_3             0              84
D82V8, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             1              25
  CLUS_2             1              59
  CLUS_3             8             130

Clustering(83) Variable = RAPGEF5 MUTATION ANALYSIS
D83V1, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               4                72
  CLUS_2               3                60
  CLUS_3               4                82
D83V2, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               4                54
  CLUS_2               2                80
  CLUS_3               5                80
D83V3, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                39
  CLUS_2               0                23
  CLUS_3               1                33
  CLUS_4               3                41
D83V4, multiclass
D83V5, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               6                72
  CLUS_2               3                63
  CLUS_3               2                76
D83V6, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                55
  CLUS_2               4               107
  CLUS_3               4                49
D83V7, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               5                41
  CLUS_2               3                91
  CLUS_3               3                81
D83V8, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               4                22
  CLUS_2               2                58
  CLUS_3               5               133

Clustering(84) Variable = CD2 MUTATION ANALYSIS
D84V1, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           4            72
  CLUS_2           7            56
  CLUS_3           5            81
D84V2, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           3            55
  CLUS_2           8            74
  CLUS_3           5            80
D84V3, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           3            39
  CLUS_2           3            20
  CLUS_3           2            32
  CLUS_4           3            41
D84V4, multiclass
D84V5, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           5            73
  CLUS_2           5            61
  CLUS_3           6            72
D84V6, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           3            55
  CLUS_2           8           103
  CLUS_3           5            48
D84V7, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           3            43
  CLUS_2           9            85
  CLUS_3           4            80
D84V8, multiclass
        clus
vv       CD2 MUTATED CD2 WILD-TYPE
  CLUS_1           1            25
  CLUS_2           3            57
  CLUS_3          12           126

Clustering(85) Variable = C2ORF40 MUTATION ANALYSIS
D85V1, multiclass
        clus
vv       C2ORF40 MUTATED C2ORF40 WILD-TYPE
  CLUS_1               3                73
  CLUS_2               0                63
  CLUS_3               4                82
D85V2, multiclass
        clus
vv       C2ORF40 MUTATED C2ORF40 WILD-TYPE
  CLUS_1               1                57
  CLUS_2               3                79
  CLUS_3               3                82
D85V3, multiclass
        clus
vv       C2ORF40 MUTATED C2ORF40 WILD-TYPE
  CLUS_1               1                41
  CLUS_2               1                22
  CLUS_3               2                32
  CLUS_4               2                42
D85V4, multiclass
D85V5, multiclass
        clus
vv       C2ORF40 MUTATED C2ORF40 WILD-TYPE
  CLUS_1               3                75
  CLUS_2               3                63
  CLUS_3               1                77
D85V6, multiclass
        clus
vv       C2ORF40 MUTATED C2ORF40 WILD-TYPE
  CLUS_1               2                56
  CLUS_2               3               108
  CLUS_3               2                51
D85V7, multiclass
        clus
vv       C2ORF40 MUTATED C2ORF40 WILD-TYPE
  CLUS_1               1                45
  CLUS_2               4                90
  CLUS_3               2                82
D85V8, multiclass
        clus
vv       C2ORF40 MUTATED C2ORF40 WILD-TYPE
  CLUS_1               1                25
  CLUS_2               1                59
  CLUS_3               5               133

Clustering(86) Variable = SGCZ MUTATION ANALYSIS
D86V1, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            6             70
  CLUS_2            7             56
  CLUS_3            6             80
D86V2, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            3             55
  CLUS_2            8             74
  CLUS_3            8             77
D86V3, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            3             39
  CLUS_2            3             20
  CLUS_3            3             31
  CLUS_4            4             40
D86V4, multiclass
D86V5, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            9             69
  CLUS_2            6             60
  CLUS_3            4             74
D86V6, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            8             50
  CLUS_2            8            103
  CLUS_3            3             50
D86V7, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            4             42
  CLUS_2            7             87
  CLUS_3            8             76
D86V8, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            3             23
  CLUS_2            5             55
  CLUS_3           11            127

Clustering(87) Variable = SPANXN2 MUTATION ANALYSIS
D87V1, multiclass
        clus
vv       SPANXN2 MUTATED SPANXN2 WILD-TYPE
  CLUS_1               5                71
  CLUS_2               6                57
  CLUS_3               3                83
D87V2, multiclass
        clus
vv       SPANXN2 MUTATED SPANXN2 WILD-TYPE
  CLUS_1               5                53
  CLUS_2               4                78
  CLUS_3               5                80
D87V3, multiclass
        clus
vv       SPANXN2 MUTATED SPANXN2 WILD-TYPE
  CLUS_1               5                37
  CLUS_2               1                22
  CLUS_3               3                31
  CLUS_4               2                42
D87V4, multiclass
D87V5, multiclass
        clus
vv       SPANXN2 MUTATED SPANXN2 WILD-TYPE
  CLUS_1               3                75
  CLUS_2               4                62
  CLUS_3               7                71
D87V6, multiclass
        clus
vv       SPANXN2 MUTATED SPANXN2 WILD-TYPE
  CLUS_1               2                56
  CLUS_2               5               106
  CLUS_3               7                46
D87V7, multiclass
        clus
vv       SPANXN2 MUTATED SPANXN2 WILD-TYPE
  CLUS_1               3                43
  CLUS_2               8                86
  CLUS_3               3                81
D87V8, multiclass
        clus
vv       SPANXN2 MUTATED SPANXN2 WILD-TYPE
  CLUS_1               2                24
  CLUS_2               1                59
  CLUS_3              11               127

Clustering(88) Variable = TLL1 MUTATION ANALYSIS
D88V1, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1           15             61
  CLUS_2           11             52
  CLUS_3           16             70
D88V2, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1            4             54
  CLUS_2           18             64
  CLUS_3           20             65
D88V3, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1           11             31
  CLUS_2            3             20
  CLUS_3            8             26
  CLUS_4            8             36
D88V4, multiclass
D88V5, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1           11             67
  CLUS_2           19             47
  CLUS_3           12             66
D88V6, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1            9             49
  CLUS_2           26             85
  CLUS_3            7             46
D88V7, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1           11             35
  CLUS_2           17             77
  CLUS_3           14             70
D88V8, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1            7             19
  CLUS_2            9             51
  CLUS_3           26            112

Clustering(89) Variable = C9ORF119 MUTATION ANALYSIS
D89V1, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                2                 74
  CLUS_2                2                 61
  CLUS_3                3                 83
D89V2, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                4                 54
  CLUS_2                1                 81
  CLUS_3                2                 83
D89V3, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                0                 42
  CLUS_2                0                 23
  CLUS_3                1                 33
  CLUS_4                2                 42
D89V4, multiclass
D89V5, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                4                 74
  CLUS_2                2                 64
  CLUS_3                1                 77
D89V6, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                3                 55
  CLUS_2                2                109
  CLUS_3                2                 51
D89V7, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                1                 45
  CLUS_2                2                 92
  CLUS_3                4                 80
D89V8, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                1                 25
  CLUS_2                2                 58
  CLUS_3                4                134

Clustering(90) Variable = CCDC54 MUTATION ANALYSIS
D90V1, multiclass
        clus
vv       CCDC54 MUTATED CCDC54 WILD-TYPE
  CLUS_1              2               74
  CLUS_2              2               61
  CLUS_3              9               77
D90V2, multiclass
        clus
vv       CCDC54 MUTATED CCDC54 WILD-TYPE
  CLUS_1              1               57
  CLUS_2              6               76
  CLUS_3              6               79
D90V3, multiclass
        clus
vv       CCDC54 MUTATED CCDC54 WILD-TYPE
  CLUS_1              3               39
  CLUS_2              4               19
  CLUS_3              1               33
  CLUS_4              3               41
D90V4, multiclass
D90V5, multiclass
        clus
vv       CCDC54 MUTATED CCDC54 WILD-TYPE
  CLUS_1              4               74
  CLUS_2              7               59
  CLUS_3              2               76
D90V6, multiclass
        clus
vv       CCDC54 MUTATED CCDC54 WILD-TYPE
  CLUS_1              4               54
  CLUS_2              9              102
  CLUS_3              0               53
D90V7, multiclass
        clus
vv       CCDC54 MUTATED CCDC54 WILD-TYPE
  CLUS_1              5               41
  CLUS_2              5               89
  CLUS_3              3               81
D90V8, multiclass
        clus
vv       CCDC54 MUTATED CCDC54 WILD-TYPE
  CLUS_1              2               24
  CLUS_2              4               56
  CLUS_3              7              131

Clustering(91) Variable = DEFB118 MUTATION ANALYSIS
D91V1, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               5                71
  CLUS_2               2                61
  CLUS_3               1                85
D91V2, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               3                55
  CLUS_2               4                78
  CLUS_3               1                84
D91V3, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               2                40
  CLUS_2               1                22
  CLUS_3               1                33
  CLUS_4               1                43
D91V4, multiclass
D91V5, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               4                74
  CLUS_2               2                64
  CLUS_3               2                76
D91V6, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               3                55
  CLUS_2               4               107
  CLUS_3               1                52
D91V7, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               2                44
  CLUS_2               4                90
  CLUS_3               2                82
D91V8, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               0                26
  CLUS_2               2                58
  CLUS_3               6               132

Clustering(92) Variable = HTR3B MUTATION ANALYSIS
D92V1, multiclass
        clus
vv       HTR3B MUTATED HTR3B WILD-TYPE
  CLUS_1             1              75
  CLUS_2             4              59
  CLUS_3            11              75
D92V2, multiclass
        clus
vv       HTR3B MUTATED HTR3B WILD-TYPE
  CLUS_1             2              56
  CLUS_2             4              78
  CLUS_3            10              75
D92V3, multiclass
        clus
vv       HTR3B MUTATED HTR3B WILD-TYPE
  CLUS_1             4              38
  CLUS_2             6              17
  CLUS_3             1              33
  CLUS_4             2              42
D92V4, multiclass
D92V5, multiclass
        clus
vv       HTR3B MUTATED HTR3B WILD-TYPE
  CLUS_1             3              75
  CLUS_2            11              55
  CLUS_3             1              77
D92V6, multiclass
        clus
vv       HTR3B MUTATED HTR3B WILD-TYPE
  CLUS_1             3              55
  CLUS_2            11             100
  CLUS_3             1              52
D92V7, multiclass
        clus
vv       HTR3B MUTATED HTR3B WILD-TYPE
  CLUS_1             4              42
  CLUS_2             4              90
  CLUS_3             8              76
D92V8, multiclass
        clus
vv       HTR3B MUTATED HTR3B WILD-TYPE
  CLUS_1             1              25
  CLUS_2             8              52
  CLUS_3             7             131

Clustering(93) Variable = MARCH11 MUTATION ANALYSIS
D93V1, multiclass
        clus
vv       MARCH11 MUTATED MARCH11 WILD-TYPE
  CLUS_1               4                72
  CLUS_2               3                60
  CLUS_3               3                83
D93V2, multiclass
        clus
vv       MARCH11 MUTATED MARCH11 WILD-TYPE
  CLUS_1               2                56
  CLUS_2               4                78
  CLUS_3               4                81
D93V3, multiclass
        clus
vv       MARCH11 MUTATED MARCH11 WILD-TYPE
  CLUS_1               1                41
  CLUS_2               0                23
  CLUS_3               1                33
  CLUS_4               4                40
D93V4, multiclass
D93V5, multiclass
        clus
vv       MARCH11 MUTATED MARCH11 WILD-TYPE
  CLUS_1               1                77
  CLUS_2               5                61
  CLUS_3               4                74
D93V6, multiclass
        clus
vv       MARCH11 MUTATED MARCH11 WILD-TYPE
  CLUS_1               0                58
  CLUS_2               6               105
  CLUS_3               4                49
D93V7, multiclass
        clus
vv       MARCH11 MUTATED MARCH11 WILD-TYPE
  CLUS_1               2                44
  CLUS_2               5                89
  CLUS_3               3                81
D93V8, multiclass
        clus
vv       MARCH11 MUTATED MARCH11 WILD-TYPE
  CLUS_1               1                25
  CLUS_2               2                58
  CLUS_3               7               131

Clustering(94) Variable = MKX MUTATION ANALYSIS
D94V1, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           5            71
  CLUS_2           1            62
  CLUS_3           8            78
D94V2, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           1            57
  CLUS_2           5            77
  CLUS_3           8            77
D94V3, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           2            40
  CLUS_2           3            20
  CLUS_3           2            32
  CLUS_4           2            42
D94V4, multiclass
D94V5, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           2            76
  CLUS_2           8            58
  CLUS_3           4            74
D94V6, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           1            57
  CLUS_2          10           101
  CLUS_3           3            50
D94V7, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           6            40
  CLUS_2           6            88
  CLUS_3           2            82
D94V8, multiclass
        clus
vv       MKX MUTATED MKX WILD-TYPE
  CLUS_1           3            23
  CLUS_2           2            58
  CLUS_3           9           129

Clustering(95) Variable = OR5H2 MUTATION ANALYSIS
D95V1, multiclass
        clus
vv       OR5H2 MUTATED OR5H2 WILD-TYPE
  CLUS_1             6              70
  CLUS_2             3              60
  CLUS_3             5              81
D95V2, multiclass
        clus
vv       OR5H2 MUTATED OR5H2 WILD-TYPE
  CLUS_1             4              54
  CLUS_2             5              77
  CLUS_3             5              80
D95V3, multiclass
        clus
vv       OR5H2 MUTATED OR5H2 WILD-TYPE
  CLUS_1             3              39
  CLUS_2             3              20
  CLUS_3             1              33
  CLUS_4             2              42
D95V4, multiclass
D95V5, multiclass
        clus
vv       OR5H2 MUTATED OR5H2 WILD-TYPE
  CLUS_1             6              72
  CLUS_2             4              62
  CLUS_3             4              74
D95V6, multiclass
        clus
vv       OR5H2 MUTATED OR5H2 WILD-TYPE
  CLUS_1             4              54
  CLUS_2             5             106
  CLUS_3             5              48
D95V7, multiclass
        clus
vv       OR5H2 MUTATED OR5H2 WILD-TYPE
  CLUS_1             4              42
  CLUS_2             6              88
  CLUS_3             4              80
D95V8, multiclass
        clus
vv       OR5H2 MUTATED OR5H2 WILD-TYPE
  CLUS_1             3              23
  CLUS_2             2              58
  CLUS_3             9             129

Clustering(96) Variable = SIGLEC14 MUTATION ANALYSIS
D96V1, multiclass
        clus
vv       SIGLEC14 MUTATED SIGLEC14 WILD-TYPE
  CLUS_1                5                 71
  CLUS_2                1                 62
  CLUS_3                5                 81
D96V2, multiclass
        clus
vv       SIGLEC14 MUTATED SIGLEC14 WILD-TYPE
  CLUS_1                1                 57
  CLUS_2                6                 76
  CLUS_3                4                 81
D96V3, multiclass
        clus
vv       SIGLEC14 MUTATED SIGLEC14 WILD-TYPE
  CLUS_1                1                 41
  CLUS_2                3                 20
  CLUS_3                1                 33
  CLUS_4                0                 44
D96V4, multiclass
D96V5, multiclass
        clus
vv       SIGLEC14 MUTATED SIGLEC14 WILD-TYPE
  CLUS_1                3                 75
  CLUS_2                5                 61
  CLUS_3                3                 75
D96V6, multiclass
        clus
vv       SIGLEC14 MUTATED SIGLEC14 WILD-TYPE
  CLUS_1                3                 55
  CLUS_2                5                106
  CLUS_3                3                 50
D96V7, multiclass
        clus
vv       SIGLEC14 MUTATED SIGLEC14 WILD-TYPE
  CLUS_1                1                 45
  CLUS_2                6                 88
  CLUS_3                4                 80
D96V8, multiclass
        clus
vv       SIGLEC14 MUTATED SIGLEC14 WILD-TYPE
  CLUS_1                1                 25
  CLUS_2                2                 58
  CLUS_3                8                130

Clustering(97) Variable = TUBB8 MUTATION ANALYSIS
D97V1, multiclass
        clus
vv       TUBB8 MUTATED TUBB8 WILD-TYPE
  CLUS_1             5              71
  CLUS_2             2              61
  CLUS_3             5              81
D97V2, multiclass
        clus
vv       TUBB8 MUTATED TUBB8 WILD-TYPE
  CLUS_1             4              54
  CLUS_2             4              78
  CLUS_3             4              81
D97V3, multiclass
        clus
vv       TUBB8 MUTATED TUBB8 WILD-TYPE
  CLUS_1             1              41
  CLUS_2             0              23
  CLUS_3             3              31
  CLUS_4             5              39
D97V4, multiclass
D97V5, multiclass
        clus
vv       TUBB8 MUTATED TUBB8 WILD-TYPE
  CLUS_1             2              76
  CLUS_2             4              62
  CLUS_3             5              73
D97V6, multiclass
        clus
vv       TUBB8 MUTATED TUBB8 WILD-TYPE
  CLUS_1             2              56
  CLUS_2             5             106
  CLUS_3             4              49
D97V7, multiclass
        clus
vv       TUBB8 MUTATED TUBB8 WILD-TYPE
  CLUS_1             2              44
  CLUS_2             7              87
  CLUS_3             3              81
D97V8, multiclass
        clus
vv       TUBB8 MUTATED TUBB8 WILD-TYPE
  CLUS_1             0              26
  CLUS_2             1              59
  CLUS_3            11             127

Clustering(98) Variable = ZIM3 MUTATION ANALYSIS
D98V1, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            8             68
  CLUS_2            3             60
  CLUS_3           12             74
D98V2, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            3             55
  CLUS_2            7             75
  CLUS_3           13             72
D98V3, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            6             36
  CLUS_2            2             21
  CLUS_3            2             32
  CLUS_4            4             40
D98V4, multiclass
D98V5, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            8             70
  CLUS_2           11             55
  CLUS_3            4             74
D98V6, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            8             50
  CLUS_2           13             98
  CLUS_3            2             51
D98V7, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            3             43
  CLUS_2            7             87
  CLUS_3           13             71
D98V8, multiclass
        clus
vv       ZIM3 MUTATED ZIM3 WILD-TYPE
  CLUS_1            2             24
  CLUS_2            8             52
  CLUS_3           13            125

Clustering(99) Variable = PRC1 MUTATION ANALYSIS
D99V1, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            5             71
  CLUS_2            3             60
  CLUS_3            5             81
D99V2, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            2             56
  CLUS_2            7             75
  CLUS_3            4             81
D99V3, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            1             41
  CLUS_2            1             22
  CLUS_3            4             30
  CLUS_4            0             44
D99V4, multiclass
D99V5, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            2             76
  CLUS_2            4             62
  CLUS_3            7             71
D99V6, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            2             56
  CLUS_2            7            104
  CLUS_3            4             49
D99V7, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            1             45
  CLUS_2            7             87
  CLUS_3            5             79
D99V8, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            1             25
  CLUS_2            2             58
  CLUS_3           10            128

Clustering(100) Variable = MUM1L1 MUTATION ANALYSIS
D100V1, multiclass
        clus
vv       MUM1L1 MUTATED MUM1L1 WILD-TYPE
  CLUS_1             11               65
  CLUS_2              6               57
  CLUS_3              8               78
D100V2, multiclass
        clus
vv       MUM1L1 MUTATED MUM1L1 WILD-TYPE
  CLUS_1              5               53
  CLUS_2             10               72
  CLUS_3             10               75
D100V3, multiclass
        clus
vv       MUM1L1 MUTATED MUM1L1 WILD-TYPE
  CLUS_1              6               36
  CLUS_2              1               22
  CLUS_3              4               30
  CLUS_4              5               39
D100V4, multiclass
D100V5, multiclass
        clus
vv       MUM1L1 MUTATED MUM1L1 WILD-TYPE
  CLUS_1             11               67
  CLUS_2              6               60
  CLUS_3              8               70
D100V6, multiclass
        clus
vv       MUM1L1 MUTATED MUM1L1 WILD-TYPE
  CLUS_1              9               49
  CLUS_2             10              101
  CLUS_3              6               47
D100V7, multiclass
        clus
vv       MUM1L1 MUTATED MUM1L1 WILD-TYPE
  CLUS_1              6               40
  CLUS_2              8               86
  CLUS_3             11               73
D100V8, multiclass
        clus
vv       MUM1L1 MUTATED MUM1L1 WILD-TYPE
  CLUS_1              2               24
  CLUS_2              8               52
  CLUS_3             15              123

Clustering(101) Variable = TRIM58 MUTATION ANALYSIS
D101V1, multiclass
        clus
vv       TRIM58 MUTATED TRIM58 WILD-TYPE
  CLUS_1              7               69
  CLUS_2              4               59
  CLUS_3              4               82
D101V2, multiclass
        clus
vv       TRIM58 MUTATED TRIM58 WILD-TYPE
  CLUS_1              3               55
  CLUS_2              6               76
  CLUS_3              6               79
D101V3, multiclass
        clus
vv       TRIM58 MUTATED TRIM58 WILD-TYPE
  CLUS_1              2               40
  CLUS_2              1               22
  CLUS_3              3               31
  CLUS_4              4               40
D101V4, multiclass
D101V5, multiclass
        clus
vv       TRIM58 MUTATED TRIM58 WILD-TYPE
  CLUS_1              7               71
  CLUS_2              4               62
  CLUS_3              4               74
D101V6, multiclass
        clus
vv       TRIM58 MUTATED TRIM58 WILD-TYPE
  CLUS_1              5               53
  CLUS_2              6              105
  CLUS_3              4               49
D101V7, multiclass
        clus
vv       TRIM58 MUTATED TRIM58 WILD-TYPE
  CLUS_1              1               45
  CLUS_2              9               85
  CLUS_3              5               79
D101V8, multiclass
        clus
vv       TRIM58 MUTATED TRIM58 WILD-TYPE
  CLUS_1              1               25
  CLUS_2              4               56
  CLUS_3             10              128

Clustering(102) Variable = ANKRD20A4 MUTATION ANALYSIS
D102V1, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  76
  CLUS_2                 2                  61
  CLUS_3                 2                  84
D102V2, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  58
  CLUS_2                 1                  81
  CLUS_3                 3                  82
D102V3, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 3                  39
  CLUS_2                 0                  23
  CLUS_3                 0                  34
  CLUS_4                 1                  43
D102V4, multiclass
D102V5, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  78
  CLUS_2                 3                  63
  CLUS_3                 1                  77
D102V6, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  58
  CLUS_2                 3                 108
  CLUS_3                 1                  52
D102V7, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  46
  CLUS_2                 3                  91
  CLUS_3                 1                  83
D102V8, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  26
  CLUS_2                 1                  59
  CLUS_3                 3                 135

Clustering(103) Variable = OR5J2 MUTATION ANALYSIS
D103V1, multiclass
        clus
vv       OR5J2 MUTATED OR5J2 WILD-TYPE
  CLUS_1             3              73
  CLUS_2             5              58
  CLUS_3             5              81
D103V2, multiclass
        clus
vv       OR5J2 MUTATED OR5J2 WILD-TYPE
  CLUS_1             4              54
  CLUS_2             6              76
  CLUS_3             3              82
D103V3, multiclass
        clus
vv       OR5J2 MUTATED OR5J2 WILD-TYPE
  CLUS_1             1              41
  CLUS_2             0              23
  CLUS_3             3              31
  CLUS_4             4              40
D103V4, multiclass
D103V5, multiclass
        clus
vv       OR5J2 MUTATED OR5J2 WILD-TYPE
  CLUS_1             5              73
  CLUS_2             4              62
  CLUS_3             4              74
D103V6, multiclass
        clus
vv       OR5J2 MUTATED OR5J2 WILD-TYPE
  CLUS_1             2              56
  CLUS_2             7             104
  CLUS_3             4              49
D103V7, multiclass
        clus
vv       OR5J2 MUTATED OR5J2 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             9              85
  CLUS_3             1              83
D103V8, multiclass
        clus
vv       OR5J2 MUTATED OR5J2 WILD-TYPE
  CLUS_1             1              25
  CLUS_2             2              58
  CLUS_3            10             128

Clustering(104) Variable = CLEC14A MUTATION ANALYSIS
D104V1, multiclass
        clus
vv       CLEC14A MUTATED CLEC14A WILD-TYPE
  CLUS_1               4                72
  CLUS_2               2                61
  CLUS_3              12                74
D104V2, multiclass
        clus
vv       CLEC14A MUTATED CLEC14A WILD-TYPE
  CLUS_1               4                54
  CLUS_2               9                73
  CLUS_3               5                80
D104V3, multiclass
        clus
vv       CLEC14A MUTATED CLEC14A WILD-TYPE
  CLUS_1               2                40
  CLUS_2               1                22
  CLUS_3               2                32
  CLUS_4               8                36
D104V4, multiclass
D104V5, multiclass
        clus
vv       CLEC14A MUTATED CLEC14A WILD-TYPE
  CLUS_1               9                69
  CLUS_2               6                60
  CLUS_3               3                75
D104V6, multiclass
        clus
vv       CLEC14A MUTATED CLEC14A WILD-TYPE
  CLUS_1               6                52
  CLUS_2               9               102
  CLUS_3               3                50
D104V7, multiclass
        clus
vv       CLEC14A MUTATED CLEC14A WILD-TYPE
  CLUS_1               5                41
  CLUS_2               6                88
  CLUS_3               7                77
D104V8, multiclass
        clus
vv       CLEC14A MUTATED CLEC14A WILD-TYPE
  CLUS_1               2                24
  CLUS_2               4                56
  CLUS_3              12               126

Clustering(105) Variable = FAM19A1 MUTATION ANALYSIS
D105V1, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               3                73
  CLUS_2               0                63
  CLUS_3               5                81
D105V2, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               3                55
  CLUS_2               1                81
  CLUS_3               4                81
D105V3, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               3                39
  CLUS_2               1                22
  CLUS_3               0                34
  CLUS_4               1                43
D105V4, multiclass
D105V5, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               2                76
  CLUS_2               4                62
  CLUS_3               2                76
D105V6, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               2                56
  CLUS_2               4               107
  CLUS_3               2                51
D105V7, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               2                44
  CLUS_2               3                91
  CLUS_3               3                81
D105V8, multiclass
        clus
vv       FAM19A1 MUTATED FAM19A1 WILD-TYPE
  CLUS_1               1                25
  CLUS_2               3                57
  CLUS_3               4               134

Clustering(106) Variable = GK2 MUTATION ANALYSIS
D106V1, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           8            68
  CLUS_2           9            54
  CLUS_3          11            75
D106V2, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           5            53
  CLUS_2          12            70
  CLUS_3          11            74
D106V3, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           9            33
  CLUS_2           3            20
  CLUS_3           3            31
  CLUS_4           4            40
D106V4, multiclass
D106V5, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1          10            68
  CLUS_2          11            55
  CLUS_3           7            71
D106V6, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1          10            48
  CLUS_2          12            99
  CLUS_3           6            47
D106V7, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           3            43
  CLUS_2          14            80
  CLUS_3          11            73
D106V8, multiclass
        clus
vv       GK2 MUTATED GK2 WILD-TYPE
  CLUS_1           2            24
  CLUS_2           8            52
  CLUS_3          18           120

Clustering(107) Variable = LONRF2 MUTATION ANALYSIS
D107V1, multiclass
        clus
vv       LONRF2 MUTATED LONRF2 WILD-TYPE
  CLUS_1              5               71
  CLUS_2              4               59
  CLUS_3              7               79
D107V2, multiclass
        clus
vv       LONRF2 MUTATED LONRF2 WILD-TYPE
  CLUS_1              3               55
  CLUS_2              4               78
  CLUS_3              9               76
D107V3, multiclass
        clus
vv       LONRF2 MUTATED LONRF2 WILD-TYPE
  CLUS_1              4               38
  CLUS_2              3               20
  CLUS_3              3               31
  CLUS_4              5               39
D107V4, multiclass
D107V5, multiclass
        clus
vv       LONRF2 MUTATED LONRF2 WILD-TYPE
  CLUS_1              6               72
  CLUS_2              4               62
  CLUS_3              6               72
D107V6, multiclass
        clus
vv       LONRF2 MUTATED LONRF2 WILD-TYPE
  CLUS_1              4               54
  CLUS_2              8              103
  CLUS_3              4               49
D107V7, multiclass
        clus
vv       LONRF2 MUTATED LONRF2 WILD-TYPE
  CLUS_1              4               42
  CLUS_2              6               88
  CLUS_3              6               78
D107V8, multiclass
        clus
vv       LONRF2 MUTATED LONRF2 WILD-TYPE
  CLUS_1              2               24
  CLUS_2              6               54
  CLUS_3              8              130

Clustering(108) Variable = HAPLN1 MUTATION ANALYSIS
D108V1, multiclass
        clus
vv       HAPLN1 MUTATED HAPLN1 WILD-TYPE
  CLUS_1              4               72
  CLUS_2              3               60
  CLUS_3              4               82
D108V2, multiclass
        clus
vv       HAPLN1 MUTATED HAPLN1 WILD-TYPE
  CLUS_1              0               58
  CLUS_2              5               77
  CLUS_3              6               79
D108V3, multiclass
        clus
vv       HAPLN1 MUTATED HAPLN1 WILD-TYPE
  CLUS_1              4               38
  CLUS_2              1               22
  CLUS_3              3               31
  CLUS_4              2               42
D108V4, multiclass
D108V5, multiclass
        clus
vv       HAPLN1 MUTATED HAPLN1 WILD-TYPE
  CLUS_1              4               74
  CLUS_2              4               62
  CLUS_3              3               75
D108V6, multiclass
        clus
vv       HAPLN1 MUTATED HAPLN1 WILD-TYPE
  CLUS_1              2               56
  CLUS_2              7              104
  CLUS_3              2               51
D108V7, multiclass
        clus
vv       HAPLN1 MUTATED HAPLN1 WILD-TYPE
  CLUS_1              2               44
  CLUS_2              3               91
  CLUS_3              6               78
D108V8, multiclass
        clus
vv       HAPLN1 MUTATED HAPLN1 WILD-TYPE
  CLUS_1              0               26
  CLUS_2              3               57
  CLUS_3              8              130

Clustering(109) Variable = NAP1L4 MUTATION ANALYSIS
D109V1, multiclass
        clus
vv       NAP1L4 MUTATED NAP1L4 WILD-TYPE
  CLUS_1              0               76
  CLUS_2              2               61
  CLUS_3              7               79
D109V2, multiclass
        clus
vv       NAP1L4 MUTATED NAP1L4 WILD-TYPE
  CLUS_1              0               58
  CLUS_2              2               80
  CLUS_3              7               78
D109V3, multiclass
        clus
vv       NAP1L4 MUTATED NAP1L4 WILD-TYPE
  CLUS_1              1               41
  CLUS_2              3               20
  CLUS_3              1               33
  CLUS_4              0               44
D109V4, multiclass
D109V5, multiclass
        clus
vv       NAP1L4 MUTATED NAP1L4 WILD-TYPE
  CLUS_1              2               76
  CLUS_2              4               62
  CLUS_3              3               75
D109V6, multiclass
        clus
vv       NAP1L4 MUTATED NAP1L4 WILD-TYPE
  CLUS_1              1               57
  CLUS_2              7              104
  CLUS_3              1               52
D109V7, multiclass
        clus
vv       NAP1L4 MUTATED NAP1L4 WILD-TYPE
  CLUS_1              1               45
  CLUS_2              5               89
  CLUS_3              3               81
D109V8, multiclass
        clus
vv       NAP1L4 MUTATED NAP1L4 WILD-TYPE
  CLUS_1              1               25
  CLUS_2              3               57
  CLUS_3              5              133

Clustering(110) Variable = CLCC1 MUTATION ANALYSIS
D110V1, multiclass
        clus
vv       CLCC1 MUTATED CLCC1 WILD-TYPE
  CLUS_1             5              71
  CLUS_2             3              60
  CLUS_3             5              81
D110V2, multiclass
        clus
vv       CLCC1 MUTATED CLCC1 WILD-TYPE
  CLUS_1             3              55
  CLUS_2             7              75
  CLUS_3             3              82
D110V3, multiclass
        clus
vv       CLCC1 MUTATED CLCC1 WILD-TYPE
  CLUS_1             1              41
  CLUS_2             1              22
  CLUS_3             1              33
  CLUS_4             4              40
D110V4, multiclass
D110V5, multiclass
        clus
vv       CLCC1 MUTATED CLCC1 WILD-TYPE
  CLUS_1             2              76
  CLUS_2             3              63
  CLUS_3             8              70
D110V6, multiclass
        clus
vv       CLCC1 MUTATED CLCC1 WILD-TYPE
  CLUS_1             1              57
  CLUS_2             9             102
  CLUS_3             3              50
D110V7, multiclass
        clus
vv       CLCC1 MUTATED CLCC1 WILD-TYPE
  CLUS_1             4              42
  CLUS_2             8              86
  CLUS_3             1              83
D110V8, multiclass
        clus
vv       CLCC1 MUTATED CLCC1 WILD-TYPE
  CLUS_1             2              24
  CLUS_2             2              58
  CLUS_3             9             129

Clustering(111) Variable = OR52J3 MUTATION ANALYSIS
D111V1, multiclass
        clus
vv       OR52J3 MUTATED OR52J3 WILD-TYPE
  CLUS_1              4               72
  CLUS_2              6               57
  CLUS_3              3               83
D111V2, multiclass
        clus
vv       OR52J3 MUTATED OR52J3 WILD-TYPE
  CLUS_1              1               57
  CLUS_2              7               75
  CLUS_3              5               80
D111V3, multiclass
        clus
vv       OR52J3 MUTATED OR52J3 WILD-TYPE
  CLUS_1              6               36
  CLUS_2              2               21
  CLUS_3              1               33
  CLUS_4              3               41
D111V4, multiclass
D111V5, multiclass
        clus
vv       OR52J3 MUTATED OR52J3 WILD-TYPE
  CLUS_1              5               73
  CLUS_2              2               64
  CLUS_3              6               72
D111V6, multiclass
        clus
vv       OR52J3 MUTATED OR52J3 WILD-TYPE
  CLUS_1              4               54
  CLUS_2              6              105
  CLUS_3              3               50
D111V7, multiclass
        clus
vv       OR52J3 MUTATED OR52J3 WILD-TYPE
  CLUS_1              2               44
  CLUS_2              6               88
  CLUS_3              5               79
D111V8, multiclass
        clus
vv       OR52J3 MUTATED OR52J3 WILD-TYPE
  CLUS_1              0               26
  CLUS_2              6               54
  CLUS_3              7              131

Clustering(112) Variable = TMCO5A MUTATION ANALYSIS
D112V1, multiclass
        clus
vv       TMCO5A MUTATED TMCO5A WILD-TYPE
  CLUS_1              0               76
  CLUS_2              1               62
  CLUS_3              7               79
D112V2, multiclass
        clus
vv       TMCO5A MUTATED TMCO5A WILD-TYPE
  CLUS_1              1               57
  CLUS_2              2               80
  CLUS_3              5               80
D112V3, multiclass
        clus
vv       TMCO5A MUTATED TMCO5A WILD-TYPE
  CLUS_1              1               41
  CLUS_2              2               21
  CLUS_3              2               32
  CLUS_4              0               44
D112V4, multiclass
D112V5, multiclass
        clus
vv       TMCO5A MUTATED TMCO5A WILD-TYPE
  CLUS_1              3               75
  CLUS_2              5               61
  CLUS_3              0               78
D112V6, multiclass
        clus
vv       TMCO5A MUTATED TMCO5A WILD-TYPE
  CLUS_1              2               56
  CLUS_2              6              105
  CLUS_3              0               53
D112V7, multiclass
        clus
vv       TMCO5A MUTATED TMCO5A WILD-TYPE
  CLUS_1              2               44
  CLUS_2              3               91
  CLUS_3              3               81
D112V8, multiclass
        clus
vv       TMCO5A MUTATED TMCO5A WILD-TYPE
  CLUS_1              1               25
  CLUS_2              1               59
  CLUS_3              6              132

Clustering(113) Variable = C4ORF22 MUTATION ANALYSIS
D113V1, multiclass
        clus
vv       C4ORF22 MUTATED C4ORF22 WILD-TYPE
  CLUS_1               5                71
  CLUS_2               3                60
  CLUS_3               3                83
D113V2, multiclass
        clus
vv       C4ORF22 MUTATED C4ORF22 WILD-TYPE
  CLUS_1               2                56
  CLUS_2               4                78
  CLUS_3               5                80
D113V3, multiclass
        clus
vv       C4ORF22 MUTATED C4ORF22 WILD-TYPE
  CLUS_1               1                41
  CLUS_2               0                23
  CLUS_3               2                32
  CLUS_4               3                41
D113V4, multiclass
D113V5, multiclass
        clus
vv       C4ORF22 MUTATED C4ORF22 WILD-TYPE
  CLUS_1               3                75
  CLUS_2               4                62
  CLUS_3               4                74
D113V6, multiclass
        clus
vv       C4ORF22 MUTATED C4ORF22 WILD-TYPE
  CLUS_1               2                56
  CLUS_2               6               105
  CLUS_3               3                50
D113V7, multiclass
        clus
vv       C4ORF22 MUTATED C4ORF22 WILD-TYPE
  CLUS_1               5                41
  CLUS_2               5                89
  CLUS_3               1                83
D113V8, multiclass
        clus
vv       C4ORF22 MUTATED C4ORF22 WILD-TYPE
  CLUS_1               2                24
  CLUS_2               1                59
  CLUS_3               8               130

Clustering(114) Variable = MAP2K1 MUTATION ANALYSIS
D114V1, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              1               75
  CLUS_2              5               58
  CLUS_3              5               81
D114V2, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              1               57
  CLUS_2              2               80
  CLUS_3              8               77
D114V3, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              5               37
  CLUS_2              1               22
  CLUS_3              1               33
  CLUS_4              0               44
D114V4, multiclass
D114V5, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              7               71
  CLUS_2              2               64
  CLUS_3              1               77
D114V6, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              7               51
  CLUS_2              3              108
  CLUS_3              0               53
D114V7, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              2               44
  CLUS_2              3               91
  CLUS_3              6               78
D114V8, multiclass
        clus
vv       MAP2K1 MUTATED MAP2K1 WILD-TYPE
  CLUS_1              2               24
  CLUS_2              4               56
  CLUS_3              5              133

Clustering(115) Variable = OR7D2 MUTATION ANALYSIS
D115V1, multiclass
        clus
vv       OR7D2 MUTATED OR7D2 WILD-TYPE
  CLUS_1             8              68
  CLUS_2             4              59
  CLUS_3             5              81
D115V2, multiclass
        clus
vv       OR7D2 MUTATED OR7D2 WILD-TYPE
  CLUS_1             2              56
  CLUS_2             8              74
  CLUS_3             7              78
D115V3, multiclass
        clus
vv       OR7D2 MUTATED OR7D2 WILD-TYPE
  CLUS_1             3              39
  CLUS_2             3              20
  CLUS_3             3              31
  CLUS_4             6              38
D115V4, multiclass
D115V5, multiclass
        clus
vv       OR7D2 MUTATED OR7D2 WILD-TYPE
  CLUS_1             3              75
  CLUS_2            10              56
  CLUS_3             4              74
D115V6, multiclass
        clus
vv       OR7D2 MUTATED OR7D2 WILD-TYPE
  CLUS_1             4              54
  CLUS_2             9             102
  CLUS_3             4              49
D115V7, multiclass
        clus
vv       OR7D2 MUTATED OR7D2 WILD-TYPE
  CLUS_1             4              42
  CLUS_2             9              85
  CLUS_3             4              80
D115V8, multiclass
        clus
vv       OR7D2 MUTATED OR7D2 WILD-TYPE
  CLUS_1             2              24
  CLUS_2             3              57
  CLUS_3            12             126

Clustering(116) Variable = CXCR2 MUTATION ANALYSIS
D116V1, multiclass
        clus
vv       CXCR2 MUTATED CXCR2 WILD-TYPE
  CLUS_1             3              73
  CLUS_2             4              59
  CLUS_3             4              82
D116V2, multiclass
        clus
vv       CXCR2 MUTATED CXCR2 WILD-TYPE
  CLUS_1             1              57
  CLUS_2             5              77
  CLUS_3             5              80
D116V3, multiclass
        clus
vv       CXCR2 MUTATED CXCR2 WILD-TYPE
  CLUS_1             1              41
  CLUS_2             1              22
  CLUS_3             2              32
  CLUS_4             3              41
D116V4, multiclass
D116V5, multiclass
        clus
vv       CXCR2 MUTATED CXCR2 WILD-TYPE
  CLUS_1             5              73
  CLUS_2             4              62
  CLUS_3             2              76
D116V6, multiclass
        clus
vv       CXCR2 MUTATED CXCR2 WILD-TYPE
  CLUS_1             3              55
  CLUS_2             6             105
  CLUS_3             2              51
D116V7, multiclass
        clus
vv       CXCR2 MUTATED CXCR2 WILD-TYPE
  CLUS_1             1              45
  CLUS_2             6              88
  CLUS_3             4              80
D116V8, multiclass
        clus
vv       CXCR2 MUTATED CXCR2 WILD-TYPE
  CLUS_1             1              25
  CLUS_2             2              58
  CLUS_3             8             130

Clustering(117) Variable = RBM22 MUTATION ANALYSIS
D117V1, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             4              72
  CLUS_2             1              62
  CLUS_3             2              84
D117V2, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             4              54
  CLUS_2             1              81
  CLUS_3             2              83
D117V3, multiclass
[1] "Remove cluster labels:" "RBM22 MUTATED"         
clus
  RBM22 MUTATED RBM22 WILD-TYPE 
              2             141 
     TCGA-D3-A1Q1      TCGA-D3-A1Q4      TCGA-D3-A1Q5      TCGA-D3-A1Q6 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-D3-A1Q7      TCGA-D3-A1Q8      TCGA-D3-A1Q9      TCGA-D3-A1QA 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-D3-A1QB      TCGA-D3-A2J6      TCGA-D3-A2J8      TCGA-D3-A2JC 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-D3-A2JD      TCGA-D3-A2JN      TCGA-D3-A2JO      TCGA-D3-A2JP 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-D3-A3C1      TCGA-D3-A3C3      TCGA-D3-A3CB      TCGA-D3-A3CE 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-D9-A148      TCGA-D9-A149      TCGA-D9-A1JW      TCGA-D9-A1JX 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-DA-A1HV      TCGA-DA-A1HW      TCGA-DA-A1HY      TCGA-DA-A1I2 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-DA-A1I4      TCGA-DA-A1I5      TCGA-DA-A1I8      TCGA-DA-A1IA 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-DA-A1IB      TCGA-DA-A1IC      TCGA-EE-A17X      TCGA-EE-A181 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A182      TCGA-EE-A184      TCGA-EE-A185      TCGA-EE-A20C 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A20F      TCGA-EE-A29B      TCGA-EE-A29C      TCGA-EE-A29E 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A29G      TCGA-EE-A29H      TCGA-EE-A29L      TCGA-EE-A29M 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A29N      TCGA-EE-A29P      TCGA-EE-A29R      TCGA-EE-A29S 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A29T      TCGA-EE-A29V      TCGA-EE-A29W      TCGA-EE-A2A0 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2A2      TCGA-EE-A2A6      TCGA-EE-A2GC      TCGA-EE-A2GH 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2GI      TCGA-EE-A2GK      TCGA-EE-A2GL      TCGA-EE-A2GP 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2GR      TCGA-EE-A2GS      TCGA-EE-A2GT      TCGA-EE-A2GU 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2M6      TCGA-EE-A2M8      TCGA-EE-A2MC      TCGA-EE-A2MD 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2MI      TCGA-EE-A2MJ      TCGA-EE-A2MK      TCGA-EE-A2ML 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2MM      TCGA-EE-A2MN      TCGA-EE-A2MP      TCGA-EE-A2MR 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2MT      TCGA-EE-A2MU      TCGA-EE-A3AA      TCGA-EE-A3AB 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A3AC      TCGA-EE-A3AD      TCGA-EE-A3AE      TCGA-EE-A3AF 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A3AG      TCGA-ER-A193      TCGA-ER-A195      TCGA-ER-A197 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-ER-A198      TCGA-ER-A199      TCGA-ER-A19A      TCGA-ER-A19B 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-ER-A19C      TCGA-ER-A19D      TCGA-ER-A19E      TCGA-ER-A19F 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-ER-A19G      TCGA-ER-A19H      TCGA-ER-A19J      TCGA-ER-A19L 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-ER-A19N      TCGA-ER-A19O      TCGA-ER-A19P      TCGA-ER-A19Q 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-ER-A19S      TCGA-ER-A1A1      TCGA-ER-A2NC      TCGA-ER-A2ND 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-ER-A2NE      TCGA-ER-A2NG      TCGA-ER-A2NH      TCGA-FS-A1YW 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-FS-A1Z0      TCGA-FS-A1Z3      TCGA-FS-A1Z4      TCGA-FS-A1ZA 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-FS-A1ZC      TCGA-FS-A1ZD      TCGA-FS-A1ZG      TCGA-FS-A1ZH 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-FS-A1ZJ      TCGA-FS-A1ZK      TCGA-FS-A1ZM      TCGA-FS-A1ZP 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-FS-A1ZQ      TCGA-FS-A1ZT      TCGA-FS-A1ZU      TCGA-FS-A1ZZ 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-GN-A261      TCGA-GN-A262      TCGA-GN-A264      TCGA-GN-A265 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-GN-A266      TCGA-GN-A267      TCGA-GN-A268      TCGA-GN-A26A 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-GN-A26D 
"RBM22 WILD-TYPE" 
D117V4, multiclass
[1] "Remove cluster labels:" "RBM22 MUTATED"         
clus
  RBM22 MUTATED RBM22 WILD-TYPE 
              2             141 
     TCGA-D3-A1Q1      TCGA-D3-A1Q4      TCGA-D3-A1Q5      TCGA-D3-A1Q6 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-D3-A1Q7      TCGA-D3-A1Q8      TCGA-D3-A1Q9      TCGA-D3-A1QA 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-D3-A1QB      TCGA-D3-A2J6      TCGA-D3-A2J8      TCGA-D3-A2JC 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-D3-A2JD      TCGA-D3-A2JN      TCGA-D3-A2JO      TCGA-D3-A2JP 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-D3-A3C1      TCGA-D3-A3C3      TCGA-D3-A3CB      TCGA-D3-A3CE 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-D9-A148      TCGA-D9-A149      TCGA-D9-A1JW      TCGA-D9-A1JX 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-DA-A1HV      TCGA-DA-A1HW      TCGA-DA-A1HY      TCGA-DA-A1I2 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-DA-A1I4      TCGA-DA-A1I5      TCGA-DA-A1I8      TCGA-DA-A1IA 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-DA-A1IB      TCGA-DA-A1IC      TCGA-EE-A17X      TCGA-EE-A181 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A182      TCGA-EE-A184      TCGA-EE-A185      TCGA-EE-A20C 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A20F      TCGA-EE-A29B      TCGA-EE-A29C      TCGA-EE-A29E 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A29G      TCGA-EE-A29H      TCGA-EE-A29L      TCGA-EE-A29M 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A29N      TCGA-EE-A29P      TCGA-EE-A29R      TCGA-EE-A29S 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A29T      TCGA-EE-A29V      TCGA-EE-A29W      TCGA-EE-A2A0 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2A2      TCGA-EE-A2A6      TCGA-EE-A2GC      TCGA-EE-A2GH 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2GI      TCGA-EE-A2GK      TCGA-EE-A2GL      TCGA-EE-A2GP 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2GR      TCGA-EE-A2GS      TCGA-EE-A2GT      TCGA-EE-A2GU 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2M6      TCGA-EE-A2M8      TCGA-EE-A2MC      TCGA-EE-A2MD 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2MI      TCGA-EE-A2MJ      TCGA-EE-A2MK      TCGA-EE-A2ML 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2MM      TCGA-EE-A2MN      TCGA-EE-A2MP      TCGA-EE-A2MR 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A2MT      TCGA-EE-A2MU      TCGA-EE-A3AA      TCGA-EE-A3AB 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A3AC      TCGA-EE-A3AD      TCGA-EE-A3AE      TCGA-EE-A3AF 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-EE-A3AG      TCGA-ER-A193      TCGA-ER-A195      TCGA-ER-A197 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-ER-A198      TCGA-ER-A199      TCGA-ER-A19A      TCGA-ER-A19B 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-ER-A19C      TCGA-ER-A19D      TCGA-ER-A19E      TCGA-ER-A19F 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-ER-A19G      TCGA-ER-A19H      TCGA-ER-A19J      TCGA-ER-A19L 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-ER-A19N      TCGA-ER-A19O      TCGA-ER-A19P      TCGA-ER-A19Q 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-ER-A19S      TCGA-ER-A1A1      TCGA-ER-A2NC      TCGA-ER-A2ND 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-ER-A2NE      TCGA-ER-A2NG      TCGA-ER-A2NH      TCGA-FS-A1YW 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-FS-A1Z0      TCGA-FS-A1Z3      TCGA-FS-A1Z4      TCGA-FS-A1ZA 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-FS-A1ZC      TCGA-FS-A1ZD      TCGA-FS-A1ZG      TCGA-FS-A1ZH 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-FS-A1ZJ      TCGA-FS-A1ZK      TCGA-FS-A1ZM      TCGA-FS-A1ZP 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-FS-A1ZQ      TCGA-FS-A1ZT      TCGA-FS-A1ZU      TCGA-FS-A1ZZ 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-GN-A261      TCGA-GN-A262      TCGA-GN-A264      TCGA-GN-A265 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-GN-A266      TCGA-GN-A267      TCGA-GN-A268      TCGA-GN-A26A 
"RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" "RBM22 WILD-TYPE" 
     TCGA-GN-A26D 
"RBM22 WILD-TYPE" 
D117V5, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             4              74
  CLUS_2             2              64
  CLUS_3             1              77
D117V6, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             3              55
  CLUS_2             2             109
  CLUS_3             2              51
D117V7, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             1              45
  CLUS_2             3              91
  CLUS_3             3              81
D117V8, multiclass
        clus
vv       RBM22 MUTATED RBM22 WILD-TYPE
  CLUS_1             1              25
  CLUS_2             2              58
  CLUS_3             4             134

Clustering(118) Variable = CX3CL1 MUTATION ANALYSIS
D118V1, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              3               73
  CLUS_2              1               62
  CLUS_3              0               86
D118V2, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              1               57
  CLUS_2              3               79
  CLUS_3              0               85
D118V3, multiclass
[1] "Remove cluster labels:" "CX3CL1 MUTATED"        
clus
  CX3CL1 MUTATED CX3CL1 WILD-TYPE 
               2              141 
      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-D9-A148       TCGA-D9-A149       TCGA-D9-A1JW       TCGA-D9-A1JX 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-DA-A1HV       TCGA-DA-A1HW       TCGA-DA-A1HY       TCGA-DA-A1I2 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-DA-A1I4       TCGA-DA-A1I5       TCGA-DA-A1I8       TCGA-DA-A1IA 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-DA-A1IB       TCGA-DA-A1IC       TCGA-EE-A17X       TCGA-EE-A181 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A182       TCGA-EE-A184       TCGA-EE-A185       TCGA-EE-A20C 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A20F       TCGA-EE-A29B       TCGA-EE-A29C       TCGA-EE-A29E 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29G       TCGA-EE-A29H       TCGA-EE-A29L       TCGA-EE-A29M 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29N       TCGA-EE-A29P       TCGA-EE-A29R       TCGA-EE-A29S 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29T       TCGA-EE-A29V       TCGA-EE-A29W       TCGA-EE-A2A0 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2A2       TCGA-EE-A2A6       TCGA-EE-A2GC       TCGA-EE-A2GH 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GI       TCGA-EE-A2GK       TCGA-EE-A2GL       TCGA-EE-A2GP 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GR       TCGA-EE-A2GS       TCGA-EE-A2GT       TCGA-EE-A2GU 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2M5       TCGA-EE-A2M6       TCGA-EE-A2M8       TCGA-EE-A2MC 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MD       TCGA-EE-A2MI       TCGA-EE-A2MJ       TCGA-EE-A2MK 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2ML       TCGA-EE-A2MM       TCGA-EE-A2MN       TCGA-EE-A2MP 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MR       TCGA-EE-A2MS       TCGA-EE-A2MT       TCGA-EE-A2MU 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3AA       TCGA-EE-A3AB       TCGA-EE-A3AC       TCGA-EE-A3AE 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3AF       TCGA-EE-A3AG       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-A19N       TCGA-ER-A19O       TCGA-ER-A19P 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19Q       TCGA-ER-A19S       TCGA-ER-A1A1       TCGA-ER-A2NC 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A2ND       TCGA-ER-A2NE       TCGA-ER-A2NG       TCGA-ER-A2NH 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1YW       TCGA-FS-A1Z3       TCGA-FS-A1Z4       TCGA-FS-A1ZA 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZC       TCGA-FS-A1ZD       TCGA-FS-A1ZG       TCGA-FS-A1ZH 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZJ       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-FS-A1ZZ 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A261       TCGA-GN-A262       TCGA-GN-A264       TCGA-GN-A265 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A266       TCGA-GN-A267       TCGA-GN-A268       TCGA-GN-A26A 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A26D 
"CX3CL1 WILD-TYPE" 
D118V4, multiclass
[1] "Remove cluster labels:" "CX3CL1 MUTATED"        
clus
  CX3CL1 MUTATED CX3CL1 WILD-TYPE 
               2              141 
      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-D9-A148       TCGA-D9-A149       TCGA-D9-A1JW       TCGA-D9-A1JX 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-DA-A1HV       TCGA-DA-A1HW       TCGA-DA-A1HY       TCGA-DA-A1I2 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-DA-A1I4       TCGA-DA-A1I5       TCGA-DA-A1I8       TCGA-DA-A1IA 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-DA-A1IB       TCGA-DA-A1IC       TCGA-EE-A17X       TCGA-EE-A181 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A182       TCGA-EE-A184       TCGA-EE-A185       TCGA-EE-A20C 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A20F       TCGA-EE-A29B       TCGA-EE-A29C       TCGA-EE-A29E 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29G       TCGA-EE-A29H       TCGA-EE-A29L       TCGA-EE-A29M 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29N       TCGA-EE-A29P       TCGA-EE-A29R       TCGA-EE-A29S 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A29T       TCGA-EE-A29V       TCGA-EE-A29W       TCGA-EE-A2A0 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2A2       TCGA-EE-A2A6       TCGA-EE-A2GC       TCGA-EE-A2GH 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GI       TCGA-EE-A2GK       TCGA-EE-A2GL       TCGA-EE-A2GP 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GR       TCGA-EE-A2GS       TCGA-EE-A2GT       TCGA-EE-A2GU 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2M5       TCGA-EE-A2M6       TCGA-EE-A2M8       TCGA-EE-A2MC 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MD       TCGA-EE-A2MI       TCGA-EE-A2MJ       TCGA-EE-A2MK 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2ML       TCGA-EE-A2MM       TCGA-EE-A2MN       TCGA-EE-A2MP 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MR       TCGA-EE-A2MS       TCGA-EE-A2MT       TCGA-EE-A2MU 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3AA       TCGA-EE-A3AB       TCGA-EE-A3AC       TCGA-EE-A3AE 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3AF       TCGA-EE-A3AG       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-A19N       TCGA-ER-A19O       TCGA-ER-A19P 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19Q       TCGA-ER-A19S       TCGA-ER-A1A1       TCGA-ER-A2NC 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A2ND       TCGA-ER-A2NE       TCGA-ER-A2NG       TCGA-ER-A2NH 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1YW       TCGA-FS-A1Z3       TCGA-FS-A1Z4       TCGA-FS-A1ZA 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZC       TCGA-FS-A1ZD       TCGA-FS-A1ZG       TCGA-FS-A1ZH 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZJ       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-FS-A1ZZ 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A261       TCGA-GN-A262       TCGA-GN-A264       TCGA-GN-A265 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A266       TCGA-GN-A267       TCGA-GN-A268       TCGA-GN-A26A 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A26D 
"CX3CL1 WILD-TYPE" 
D118V5, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              1               77
  CLUS_2              1               65
  CLUS_3              2               76
D118V6, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              0               58
  CLUS_2              3              108
  CLUS_3              1               52
D118V7, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              0               46
  CLUS_2              4               90
  CLUS_3              0               84
D118V8, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              0               26
  CLUS_2              0               60
  CLUS_3              4              134

Clustering(119) Variable = IGF2BP3 MUTATION ANALYSIS
D119V1, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               2                74
  CLUS_2               1                62
  CLUS_3               3                83
D119V2, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               2                56
  CLUS_2               2                80
  CLUS_3               2                83
D119V3, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               1                41
  CLUS_2               1                22
  CLUS_3               0                34
  CLUS_4               1                43
D119V4, multiclass
D119V5, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               1                77
  CLUS_2               3                63
  CLUS_3               2                76
D119V6, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               1                57
  CLUS_2               4               107
  CLUS_3               1                52
D119V7, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               0                46
  CLUS_2               5                89
  CLUS_3               1                83
D119V8, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               0                26
  CLUS_2               1                59
  CLUS_3               5               133

Clustering(120) Variable = KLRC3 MUTATION ANALYSIS
D120V1, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             3              73
  CLUS_2             3              60
  CLUS_3             4              82
D120V2, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             1              57
  CLUS_2             4              78
  CLUS_3             5              80
D120V3, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             1              41
  CLUS_2             2              21
  CLUS_3             3              31
  CLUS_4             2              42
D120V4, multiclass
D120V5, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             2              76
  CLUS_2             4              62
  CLUS_3             4              74
D120V6, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             2              56
  CLUS_2             8             103
  CLUS_3             0              53
D120V7, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             5              89
  CLUS_3             2              82
D120V8, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             1              25
  CLUS_2             3              57
  CLUS_3             6             132

Clustering(121) Variable = LRRIQ4 MUTATION ANALYSIS
D121V1, multiclass
        clus
vv       LRRIQ4 MUTATED LRRIQ4 WILD-TYPE
  CLUS_1             10               66
  CLUS_2              3               60
  CLUS_3              6               80
D121V2, multiclass
        clus
vv       LRRIQ4 MUTATED LRRIQ4 WILD-TYPE
  CLUS_1              6               52
  CLUS_2             10               72
  CLUS_3              3               82
D121V3, multiclass
        clus
vv       LRRIQ4 MUTATED LRRIQ4 WILD-TYPE
  CLUS_1              0               42
  CLUS_2              2               21
  CLUS_3              2               32
  CLUS_4              5               39
D121V4, multiclass
D121V5, multiclass
        clus
vv       LRRIQ4 MUTATED LRRIQ4 WILD-TYPE
  CLUS_1              7               71
  CLUS_2              6               60
  CLUS_3              5               73
D121V6, multiclass
        clus
vv       LRRIQ4 MUTATED LRRIQ4 WILD-TYPE
  CLUS_1              5               53
  CLUS_2              8              103
  CLUS_3              5               48
D121V7, multiclass
        clus
vv       LRRIQ4 MUTATED LRRIQ4 WILD-TYPE
  CLUS_1              2               44
  CLUS_2             12               82
  CLUS_3              5               79
D121V8, multiclass
        clus
vv       LRRIQ4 MUTATED LRRIQ4 WILD-TYPE
  CLUS_1              0               26
  CLUS_2              1               59
  CLUS_3             18              120

Clustering(122) Variable = NR1H4 MUTATION ANALYSIS
D122V1, multiclass
        clus
vv       NR1H4 MUTATED NR1H4 WILD-TYPE
  CLUS_1             6              70
  CLUS_2             3              60
  CLUS_3             2              84
D122V2, multiclass
        clus
vv       NR1H4 MUTATED NR1H4 WILD-TYPE
  CLUS_1             1              57
  CLUS_2             6              76
  CLUS_3             4              81
D122V3, multiclass
        clus
vv       NR1H4 MUTATED NR1H4 WILD-TYPE
  CLUS_1             2              40
  CLUS_2             2              21
  CLUS_3             0              34
  CLUS_4             3              41
D122V4, multiclass
D122V5, multiclass
        clus
vv       NR1H4 MUTATED NR1H4 WILD-TYPE
  CLUS_1             4              74
  CLUS_2             4              62
  CLUS_3             3              75
D122V6, multiclass
        clus
vv       NR1H4 MUTATED NR1H4 WILD-TYPE
  CLUS_1             3              55
  CLUS_2             5             106
  CLUS_3             3              50
D122V7, multiclass
        clus
vv       NR1H4 MUTATED NR1H4 WILD-TYPE
  CLUS_1             3              43
  CLUS_2             5              89
  CLUS_3             3              81
D122V8, multiclass
        clus
vv       NR1H4 MUTATED NR1H4 WILD-TYPE
  CLUS_1             2              24
  CLUS_2             4              56
  CLUS_3             5             133

Clustering(123) Variable = OR4A15 MUTATION ANALYSIS
D123V1, multiclass
        clus
vv       OR4A15 MUTATED OR4A15 WILD-TYPE
  CLUS_1              6               70
  CLUS_2              4               59
  CLUS_3             11               75
D123V2, multiclass
        clus
vv       OR4A15 MUTATED OR4A15 WILD-TYPE
  CLUS_1              5               53
  CLUS_2              5               77
  CLUS_3             11               74
D123V3, multiclass
        clus
vv       OR4A15 MUTATED OR4A15 WILD-TYPE
  CLUS_1              3               39
  CLUS_2              2               21
  CLUS_3              3               31
  CLUS_4              4               40
D123V4, multiclass
D123V5, multiclass
        clus
vv       OR4A15 MUTATED OR4A15 WILD-TYPE
  CLUS_1              5               73
  CLUS_2             12               54
  CLUS_3              4               74
D123V6, multiclass
        clus
vv       OR4A15 MUTATED OR4A15 WILD-TYPE
  CLUS_1              3               55
  CLUS_2             14               97
  CLUS_3              4               49
D123V7, multiclass
        clus
vv       OR4A15 MUTATED OR4A15 WILD-TYPE
  CLUS_1              7               39
  CLUS_2              8               86
  CLUS_3              6               78
D123V8, multiclass
        clus
vv       OR4A15 MUTATED OR4A15 WILD-TYPE
  CLUS_1              4               22
  CLUS_2              3               57
  CLUS_3             14              124

Clustering(124) Variable = MAGEA4 MUTATION ANALYSIS
D124V1, multiclass
        clus
vv       MAGEA4 MUTATED MAGEA4 WILD-TYPE
  CLUS_1              2               74
  CLUS_2              2               61
  CLUS_3              6               80
D124V2, multiclass
        clus
vv       MAGEA4 MUTATED MAGEA4 WILD-TYPE
  CLUS_1              1               57
  CLUS_2              4               78
  CLUS_3              5               80
D124V3, multiclass
        clus
vv       MAGEA4 MUTATED MAGEA4 WILD-TYPE
  CLUS_1              5               37
  CLUS_2              1               22
  CLUS_3              0               34
  CLUS_4              0               44
D124V4, multiclass
D124V5, multiclass
        clus
vv       MAGEA4 MUTATED MAGEA4 WILD-TYPE
  CLUS_1              4               74
  CLUS_2              5               61
  CLUS_3              1               77
D124V6, multiclass
        clus
vv       MAGEA4 MUTATED MAGEA4 WILD-TYPE
  CLUS_1              5               53
  CLUS_2              4              107
  CLUS_3              1               52
D124V7, multiclass
        clus
vv       MAGEA4 MUTATED MAGEA4 WILD-TYPE
  CLUS_1              2               44
  CLUS_2              3               91
  CLUS_3              5               79
D124V8, multiclass
        clus
vv       MAGEA4 MUTATED MAGEA4 WILD-TYPE
  CLUS_1              2               24
  CLUS_2              2               58
  CLUS_3              6              132

Clustering(125) Variable = DGAT2L6 MUTATION ANALYSIS
D125V1, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               4                72
  CLUS_2               1                62
  CLUS_3               5                81
D125V2, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                56
  CLUS_2               5                77
  CLUS_3               3                82
D125V3, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                40
  CLUS_2               1                22
  CLUS_3               3                31
  CLUS_4               2                42
D125V4, multiclass
D125V5, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                76
  CLUS_2               2                64
  CLUS_3               6                72
D125V6, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                57
  CLUS_2               6               105
  CLUS_3               3                50
D125V7, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                44
  CLUS_2               6                88
  CLUS_3               2                82
D125V8, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                25
  CLUS_2               1                59
  CLUS_3               8               130

Clustering(126) Variable = RGS18 MUTATION ANALYSIS
D126V1, multiclass
        clus
vv       RGS18 MUTATED RGS18 WILD-TYPE
  CLUS_1             1              75
  CLUS_2             2              61
  CLUS_3             5              81
D126V2, multiclass
        clus
vv       RGS18 MUTATED RGS18 WILD-TYPE
  CLUS_1             2              56
  CLUS_2             2              80
  CLUS_3             4              81
D126V3, multiclass
        clus
vv       RGS18 MUTATED RGS18 WILD-TYPE
  CLUS_1             3              39
  CLUS_2             1              22
  CLUS_3             0              34
  CLUS_4             0              44
D126V4, multiclass
D126V5, multiclass
        clus
vv       RGS18 MUTATED RGS18 WILD-TYPE
  CLUS_1             3              75
  CLUS_2             4              62
  CLUS_3             1              77
D126V6, multiclass
        clus
vv       RGS18 MUTATED RGS18 WILD-TYPE
  CLUS_1             3              55
  CLUS_2             4             107
  CLUS_3             1              52
D126V7, multiclass
        clus
vv       RGS18 MUTATED RGS18 WILD-TYPE
  CLUS_1             1              45
  CLUS_2             2              92
  CLUS_3             5              79
D126V8, multiclass
        clus
vv       RGS18 MUTATED RGS18 WILD-TYPE
  CLUS_1             0              26
  CLUS_2             3              57
  CLUS_3             5             133

Clustering(127) Variable = TSGA13 MUTATION ANALYSIS
D127V1, multiclass
        clus
vv       TSGA13 MUTATED TSGA13 WILD-TYPE
  CLUS_1              4               72
  CLUS_2              1               62
  CLUS_3              4               82
D127V2, multiclass
        clus
vv       TSGA13 MUTATED TSGA13 WILD-TYPE
  CLUS_1              2               56
  CLUS_2              2               80
  CLUS_3              5               80
D127V3, multiclass
        clus
vv       TSGA13 MUTATED TSGA13 WILD-TYPE
  CLUS_1              0               42
  CLUS_2              1               22
  CLUS_3              4               30
  CLUS_4              2               42
D127V4, multiclass
D127V5, multiclass
        clus
vv       TSGA13 MUTATED TSGA13 WILD-TYPE
  CLUS_1              3               75
  CLUS_2              4               62
  CLUS_3              2               76
D127V6, multiclass
        clus
vv       TSGA13 MUTATED TSGA13 WILD-TYPE
  CLUS_1              1               57
  CLUS_2              5              106
  CLUS_3              3               50
D127V7, multiclass
        clus
vv       TSGA13 MUTATED TSGA13 WILD-TYPE
  CLUS_1              3               43
  CLUS_2              3               91
  CLUS_3              3               81
D127V8, multiclass
        clus
vv       TSGA13 MUTATED TSGA13 WILD-TYPE
  CLUS_1              0               26
  CLUS_2              2               58
  CLUS_3              7              131

Clustering(128) Variable = OPN5 MUTATION ANALYSIS
D128V1, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            2             74
  CLUS_2            4             59
  CLUS_3            1             85
D128V2, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            2             56
  CLUS_2            3             79
  CLUS_3            2             83
D128V3, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            1             41
  CLUS_2            1             22
  CLUS_3            1             33
  CLUS_4            1             43
D128V4, multiclass
D128V5, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            3             75
  CLUS_2            3             63
  CLUS_3            1             77
D128V6, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            3             55
  CLUS_2            3            108
  CLUS_3            1             52
D128V7, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            1             45
  CLUS_2            3             91
  CLUS_3            3             81
D128V8, multiclass
        clus
vv       OPN5 MUTATED OPN5 WILD-TYPE
  CLUS_1            1             25
  CLUS_2            2             58
  CLUS_3            4            134

Clustering(129) Variable = SPINK13 MUTATION ANALYSIS
D129V1, multiclass
        clus
vv       SPINK13 MUTATED SPINK13 WILD-TYPE
  CLUS_1               1                75
  CLUS_2               1                62
  CLUS_3               5                81
D129V2, multiclass
        clus
vv       SPINK13 MUTATED SPINK13 WILD-TYPE
  CLUS_1               1                57
  CLUS_2               1                81
  CLUS_3               5                80
D129V3, multiclass
        clus
vv       SPINK13 MUTATED SPINK13 WILD-TYPE
  CLUS_1               2                40
  CLUS_2               1                22
  CLUS_3               2                32
  CLUS_4               1                43
D129V4, multiclass
D129V5, multiclass
        clus
vv       SPINK13 MUTATED SPINK13 WILD-TYPE
  CLUS_1               1                77
  CLUS_2               4                62
  CLUS_3               2                76
D129V6, multiclass
        clus
vv       SPINK13 MUTATED SPINK13 WILD-TYPE
  CLUS_1               1                57
  CLUS_2               5               106
  CLUS_3               1                52
D129V7, multiclass
        clus
vv       SPINK13 MUTATED SPINK13 WILD-TYPE
  CLUS_1               0                46
  CLUS_2               4                90
  CLUS_3               3                81
D129V8, multiclass
        clus
vv       SPINK13 MUTATED SPINK13 WILD-TYPE
  CLUS_1               0                26
  CLUS_2               3                57
  CLUS_3               4               134
                     V1                      V2                      V3 
              "CN_CNMF"      "METHLYATION_CNMF"             "RPPA_CNMF" 
                     V4                      V5                      V6 
   "RPPA_CHIERARCHICAL"          "MRNASEQ_CNMF" "MRNASEQ_CHIERARCHICAL" 
                     V7                      V8 
          "MIRSEQ_CNMF"  "MIRSEQ_CHIERARCHICAL" 
> q(save="no")
