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

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> 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/423013/SKCM-TM.mutsig.cluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering_new/SKCM-TM/3537701/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=228, common to both=228
[1]  89 228
[1] "C15ORF23 MUTATION ANALYSIS"
[1] 3
  C15ORF23 MUTATED C15ORF23 WILD-TYPE 
                14                214 
  C15ORF23 MUTATED C15ORF23 WILD-TYPE 
                14                214 
[1] "CDKN2A MUTATION ANALYSIS"
[1] 3
  CDKN2A MUTATED CDKN2A WILD-TYPE 
              33              195 
  CDKN2A MUTATED CDKN2A WILD-TYPE 
              33              195 
[1] "NRAS MUTATION ANALYSIS"
[1] 3
  NRAS MUTATED NRAS WILD-TYPE 
            67            161 
  NRAS MUTATED NRAS WILD-TYPE 
            67            161 
[1] "BRAF MUTATION ANALYSIS"
[1] 3
  BRAF MUTATED BRAF WILD-TYPE 
           117            111 
  BRAF MUTATED BRAF WILD-TYPE 
           117            111 
[1] "OXA1L MUTATION ANALYSIS"
[1] 3
  OXA1L MUTATED OXA1L WILD-TYPE 
              7             221 
  OXA1L MUTATED OXA1L WILD-TYPE 
              7             221 
[1] "TP53 MUTATION ANALYSIS"
[1] 3
  TP53 MUTATED TP53 WILD-TYPE 
            35            193 
  TP53 MUTATED TP53 WILD-TYPE 
            35            193 
[1] "STK19 MUTATION ANALYSIS"
[1] 3
  STK19 MUTATED STK19 WILD-TYPE 
             11             217 
  STK19 MUTATED STK19 WILD-TYPE 
             11             217 
[1] "PTEN MUTATION ANALYSIS"
[1] 3
  PTEN MUTATED PTEN WILD-TYPE 
            18            210 
  PTEN MUTATED PTEN WILD-TYPE 
            18            210 
[1] "DSG1 MUTATION ANALYSIS"
[1] 3
  DSG1 MUTATED DSG1 WILD-TYPE 
            39            189 
  DSG1 MUTATED DSG1 WILD-TYPE 
            39            189 
[1] "PPP6C MUTATION ANALYSIS"
[1] 3
  PPP6C MUTATED PPP6C WILD-TYPE 
             18             210 
  PPP6C MUTATED PPP6C WILD-TYPE 
             18             210 
[1] "RAC1 MUTATION ANALYSIS"
[1] 3
  RAC1 MUTATED RAC1 WILD-TYPE 
            17            211 
  RAC1 MUTATED RAC1 WILD-TYPE 
            17            211 
[1] "AOAH MUTATION ANALYSIS"
[1] 3
  AOAH MUTATED AOAH WILD-TYPE 
            21            207 
  AOAH MUTATED AOAH WILD-TYPE 
            21            207 
[1] "IDH1 MUTATION ANALYSIS"
[1] 3
  IDH1 MUTATED IDH1 WILD-TYPE 
            12            216 
  IDH1 MUTATED IDH1 WILD-TYPE 
            12            216 
[1] "OR51S1 MUTATION ANALYSIS"
[1] 3
  OR51S1 MUTATED OR51S1 WILD-TYPE 
              27              201 
  OR51S1 MUTATED OR51S1 WILD-TYPE 
              27              201 
[1] "IL32 MUTATION ANALYSIS"
[1] 3
  IL32 MUTATED IL32 WILD-TYPE 
             9            219 
  IL32 MUTATED IL32 WILD-TYPE 
             9            219 
[1] "PPIAL4G MUTATION ANALYSIS"
[1] 3
  PPIAL4G MUTATED PPIAL4G WILD-TYPE 
               12               216 
  PPIAL4G MUTATED PPIAL4G WILD-TYPE 
               12               216 
[1] "UGT2B15 MUTATION ANALYSIS"
[1] 3
  UGT2B15 MUTATED UGT2B15 WILD-TYPE 
               21               207 
  UGT2B15 MUTATED UGT2B15 WILD-TYPE 
               21               207 
[1] "TTN MUTATION ANALYSIS"
[1] 3
  TTN MUTATED TTN WILD-TYPE 
          176            52 
  TTN MUTATED TTN WILD-TYPE 
          176            52 
[1] "THEMIS MUTATION ANALYSIS"
[1] 3
  THEMIS MUTATED THEMIS WILD-TYPE 
              27              201 
  THEMIS MUTATED THEMIS WILD-TYPE 
              27              201 
[1] "LRTM1 MUTATION ANALYSIS"
[1] 3
  LRTM1 MUTATED LRTM1 WILD-TYPE 
             23             205 
  LRTM1 MUTATED LRTM1 WILD-TYPE 
             23             205 
[1] "TCEB3C MUTATION ANALYSIS"
[1] 3
  TCEB3C MUTATED TCEB3C WILD-TYPE 
              26              202 
  TCEB3C MUTATED TCEB3C WILD-TYPE 
              26              202 
[1] "ELF5 MUTATION ANALYSIS"
[1] 3
  ELF5 MUTATED ELF5 WILD-TYPE 
             6            222 
  ELF5 MUTATED ELF5 WILD-TYPE 
             6            222 
[1] "GPR141 MUTATION ANALYSIS"
[1] 3
  GPR141 MUTATED GPR141 WILD-TYPE 
              14              214 
  GPR141 MUTATED GPR141 WILD-TYPE 
              14              214 
[1] "NMNAT3 MUTATION ANALYSIS"
[1] 3
  NMNAT3 MUTATED NMNAT3 WILD-TYPE 
               8              220 
  NMNAT3 MUTATED NMNAT3 WILD-TYPE 
               8              220 
[1] "EIF2B1 MUTATION ANALYSIS"
[1] 3
  EIF2B1 MUTATED EIF2B1 WILD-TYPE 
               9              219 
  EIF2B1 MUTATED EIF2B1 WILD-TYPE 
               9              219 
[1] "CHGB MUTATION ANALYSIS"
[1] 3
  CHGB MUTATED CHGB WILD-TYPE 
            25            203 
  CHGB MUTATED CHGB WILD-TYPE 
            25            203 
[1] "COPG2 MUTATION ANALYSIS"
[1] 3
  COPG2 MUTATED COPG2 WILD-TYPE 
              9             219 
  COPG2 MUTATED COPG2 WILD-TYPE 
              9             219 
[1] "RAPGEF5 MUTATION ANALYSIS"
[1] 3
  RAPGEF5 MUTATED RAPGEF5 WILD-TYPE 
               12               216 
  RAPGEF5 MUTATED RAPGEF5 WILD-TYPE 
               12               216 
[1] "MS4A2 MUTATION ANALYSIS"
[1] 3
  MS4A2 MUTATED MS4A2 WILD-TYPE 
             10             218 
  MS4A2 MUTATED MS4A2 WILD-TYPE 
             10             218 
[1] "MPP7 MUTATION ANALYSIS"
[1] 3
  MPP7 MUTATED MPP7 WILD-TYPE 
            25            203 
  MPP7 MUTATED MPP7 WILD-TYPE 
            25            203 
[1] "C1QTNF9 MUTATION ANALYSIS"
[1] 3
  C1QTNF9 MUTATED C1QTNF9 WILD-TYPE 
               14               214 
  C1QTNF9 MUTATED C1QTNF9 WILD-TYPE 
               14               214 
[1] "DNAH7 MUTATION ANALYSIS"
[1] 3
  DNAH7 MUTATED DNAH7 WILD-TYPE 
             83             145 
  DNAH7 MUTATED DNAH7 WILD-TYPE 
             83             145 
[1] "FAM58A MUTATION ANALYSIS"
[1] 3
  FAM58A MUTATED FAM58A WILD-TYPE 
               5              223 
  FAM58A MUTATED FAM58A WILD-TYPE 
               5              223 
[1] "LCE1B MUTATION ANALYSIS"
[1] 3
  LCE1B MUTATED LCE1B WILD-TYPE 
             12             216 
  LCE1B MUTATED LCE1B WILD-TYPE 
             12             216 
[1] "SCN5A MUTATION ANALYSIS"
[1] 3
  SCN5A MUTATED SCN5A WILD-TYPE 
             57             171 
  SCN5A MUTATED SCN5A WILD-TYPE 
             57             171 
[1] "C6ORF223 MUTATION ANALYSIS"
[1] 3
  C6ORF223 MUTATED C6ORF223 WILD-TYPE 
                 4                224 
  C6ORF223 MUTATED C6ORF223 WILD-TYPE 
                 4                224 
[1] "ANKRD20A4 MUTATION ANALYSIS"
[1] 3
  ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE 
                  5                 223 
  ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE 
                  5                 223 
[1] "LOC649330 MUTATION ANALYSIS"
[1] 3
  LOC649330 MUTATED LOC649330 WILD-TYPE 
                 24                 204 
  LOC649330 MUTATED LOC649330 WILD-TYPE 
                 24                 204 
[1] "KLRC3 MUTATION ANALYSIS"
[1] 3
  KLRC3 MUTATED KLRC3 WILD-TYPE 
             10             218 
  KLRC3 MUTATED KLRC3 WILD-TYPE 
             10             218 
[1] "UNC119B MUTATION ANALYSIS"
[1] 3
  UNC119B MUTATED UNC119B WILD-TYPE 
                6               222 
  UNC119B MUTATED UNC119B WILD-TYPE 
                6               222 
[1] "PENK MUTATION ANALYSIS"
[1] 3
  PENK MUTATED PENK WILD-TYPE 
            20            208 
  PENK MUTATED PENK WILD-TYPE 
            20            208 
[1] "OR4E2 MUTATION ANALYSIS"
[1] 3
  OR4E2 MUTATED OR4E2 WILD-TYPE 
             20             208 
  OR4E2 MUTATED OR4E2 WILD-TYPE 
             20             208 
[1] "TSHB MUTATION ANALYSIS"
[1] 3
  TSHB MUTATED TSHB WILD-TYPE 
             5            223 
  TSHB MUTATED TSHB WILD-TYPE 
             5            223 
[1] "PRC1 MUTATION ANALYSIS"
[1] 3
  PRC1 MUTATED PRC1 WILD-TYPE 
            13            215 
  PRC1 MUTATED PRC1 WILD-TYPE 
            13            215 
[1] "SORT1 MUTATION ANALYSIS"
[1] 3
  SORT1 MUTATED SORT1 WILD-TYPE 
             10             218 
  SORT1 MUTATED SORT1 WILD-TYPE 
             10             218 
[1] "PCDP1 MUTATION ANALYSIS"
[1] 3
  PCDP1 MUTATED PCDP1 WILD-TYPE 
             15             213 
  PCDP1 MUTATED PCDP1 WILD-TYPE 
             15             213 
[1] "ZFP106 MUTATION ANALYSIS"
[1] 3
  ZFP106 MUTATED ZFP106 WILD-TYPE 
              10              218 
  ZFP106 MUTATED ZFP106 WILD-TYPE 
              10              218 
[1] "TCHHL1 MUTATION ANALYSIS"
[1] 3
  TCHHL1 MUTATED TCHHL1 WILD-TYPE 
              31              197 
  TCHHL1 MUTATED TCHHL1 WILD-TYPE 
              31              197 
[1] "OR2W1 MUTATION ANALYSIS"
[1] 3
  OR2W1 MUTATED OR2W1 WILD-TYPE 
             17             211 
  OR2W1 MUTATED OR2W1 WILD-TYPE 
             17             211 
[1] "LRRC4C MUTATION ANALYSIS"
[1] 3
  LRRC4C MUTATED LRRC4C WILD-TYPE 
              33              195 
  LRRC4C MUTATED LRRC4C WILD-TYPE 
              33              195 
[1] "SERPINB10 MUTATION ANALYSIS"
[1] 3
  SERPINB10 MUTATED SERPINB10 WILD-TYPE 
                 13                 215 
  SERPINB10 MUTATED SERPINB10 WILD-TYPE 
                 13                 215 
[1] "C18ORF26 MUTATION ANALYSIS"
[1] 3
  C18ORF26 MUTATED C18ORF26 WILD-TYPE 
                14                214 
  C18ORF26 MUTATED C18ORF26 WILD-TYPE 
                14                214 
[1] "TBC1D3B MUTATION ANALYSIS"
[1] 3
  TBC1D3B MUTATED TBC1D3B WILD-TYPE 
                5               223 
  TBC1D3B MUTATED TBC1D3B WILD-TYPE 
                5               223 
[1] "CCNE2 MUTATION ANALYSIS"
[1] 3
  CCNE2 MUTATED CCNE2 WILD-TYPE 
             12             216 
  CCNE2 MUTATED CCNE2 WILD-TYPE 
             12             216 
[1] "CAPZA3 MUTATION ANALYSIS"
[1] 3
  CAPZA3 MUTATED CAPZA3 WILD-TYPE 
              17              211 
  CAPZA3 MUTATED CAPZA3 WILD-TYPE 
              17              211 
[1] "PROL1 MUTATION ANALYSIS"
[1] 3
  PROL1 MUTATED PROL1 WILD-TYPE 
             21             207 
  PROL1 MUTATED PROL1 WILD-TYPE 
             21             207 
[1] "CYP4X1 MUTATION ANALYSIS"
[1] 3
  CYP4X1 MUTATED CYP4X1 WILD-TYPE 
              16              212 
  CYP4X1 MUTATED CYP4X1 WILD-TYPE 
              16              212 
[1] "GCOM1 MUTATION ANALYSIS"
[1] 3
  GCOM1 MUTATED GCOM1 WILD-TYPE 
             21             207 
  GCOM1 MUTATED GCOM1 WILD-TYPE 
             21             207 
[1] "DGAT2L6 MUTATION ANALYSIS"
[1] 3
  DGAT2L6 MUTATED DGAT2L6 WILD-TYPE 
               11               217 
  DGAT2L6 MUTATED DGAT2L6 WILD-TYPE 
               11               217 
[1] "EIF3D MUTATION ANALYSIS"
[1] 3
  EIF3D MUTATED EIF3D WILD-TYPE 
              4             224 
  EIF3D MUTATED EIF3D WILD-TYPE 
              4             224 
[1] "B2M MUTATION ANALYSIS"
[1] 3
  B2M MUTATED B2M WILD-TYPE 
            5           223 
  B2M MUTATED B2M WILD-TYPE 
            5           223 
[1] "KCNB2 MUTATION ANALYSIS"
[1] 3
  KCNB2 MUTATED KCNB2 WILD-TYPE 
             52             176 
  KCNB2 MUTATED KCNB2 WILD-TYPE 
             52             176 
[1] "KIAA2022 MUTATION ANALYSIS"
[1] 3
  KIAA2022 MUTATED KIAA2022 WILD-TYPE 
                44                184 
  KIAA2022 MUTATED KIAA2022 WILD-TYPE 
                44                184 
[1] "C9ORF119 MUTATION ANALYSIS"
[1] 3
  C9ORF119 MUTATED C9ORF119 WILD-TYPE 
                 8                220 
  C9ORF119 MUTATED C9ORF119 WILD-TYPE 
                 8                220 
[1] "TUBAL3 MUTATION ANALYSIS"
[1] 3
  TUBAL3 MUTATED TUBAL3 WILD-TYPE 
              10              218 
  TUBAL3 MUTATED TUBAL3 WILD-TYPE 
              10              218 
[1] "NUDT4 MUTATION ANALYSIS"
[1] 3
  NUDT4 MUTATED NUDT4 WILD-TYPE 
              5             223 
  NUDT4 MUTATED NUDT4 WILD-TYPE 
              5             223 
[1] "C2 MUTATION ANALYSIS"
[1] 3
  C2 MUTATED C2 WILD-TYPE 
          12          216 
  C2 MUTATED C2 WILD-TYPE 
          12          216 
[1] "KIAA1486 MUTATION ANALYSIS"
[1] 3
  KIAA1486 MUTATED KIAA1486 WILD-TYPE 
                25                203 
  KIAA1486 MUTATED KIAA1486 WILD-TYPE 
                25                203 
[1] "APCS MUTATION ANALYSIS"
[1] 3
  APCS MUTATED APCS WILD-TYPE 
            11            217 
  APCS MUTATED APCS WILD-TYPE 
            11            217 
[1] "SIRPB1 MUTATION ANALYSIS"
[1] 3
  SIRPB1 MUTATED SIRPB1 WILD-TYPE 
              18              210 
  SIRPB1 MUTATED SIRPB1 WILD-TYPE 
              18              210 
[1] "CYP7B1 MUTATION ANALYSIS"
[1] 3
  CYP7B1 MUTATED CYP7B1 WILD-TYPE 
              18              210 
  CYP7B1 MUTATED CYP7B1 WILD-TYPE 
              18              210 
[1] "SGCZ MUTATION ANALYSIS"
[1] 3
  SGCZ MUTATED SGCZ WILD-TYPE 
            22            206 
  SGCZ MUTATED SGCZ WILD-TYPE 
            22            206 
[1] "PDE1A MUTATION ANALYSIS"
[1] 3
  PDE1A MUTATED PDE1A WILD-TYPE 
             32             196 
  PDE1A MUTATED PDE1A WILD-TYPE 
             32             196 
[1] "CYP4Z1 MUTATION ANALYSIS"
[1] 3
  CYP4Z1 MUTATED CYP4Z1 WILD-TYPE 
              19              209 
  CYP4Z1 MUTATED CYP4Z1 WILD-TYPE 
              19              209 
[1] "FAM113B MUTATION ANALYSIS"
[1] 3
  FAM113B MUTATED FAM113B WILD-TYPE 
               20               208 
  FAM113B MUTATED FAM113B WILD-TYPE 
               20               208 
[1] "SLC10A2 MUTATION ANALYSIS"
[1] 3
  SLC10A2 MUTATED SLC10A2 WILD-TYPE 
               20               208 
  SLC10A2 MUTATED SLC10A2 WILD-TYPE 
               20               208 
[1] "CX3CL1 MUTATION ANALYSIS"
[1] 3
  CX3CL1 MUTATED CX3CL1 WILD-TYPE 
               4              224 
  CX3CL1 MUTATED CX3CL1 WILD-TYPE 
               4              224 
[1] "C2ORF39 MUTATION ANALYSIS"
[1] 3
  C2ORF39 MUTATED C2ORF39 WILD-TYPE 
                9               219 
  C2ORF39 MUTATED C2ORF39 WILD-TYPE 
                9               219 
[1] "IGF2BP3 MUTATION ANALYSIS"
[1] 3
  IGF2BP3 MUTATED IGF2BP3 WILD-TYPE 
                6               222 
  IGF2BP3 MUTATED IGF2BP3 WILD-TYPE 
                6               222 
[1] "SLC9A11 MUTATION ANALYSIS"
[1] 3
  SLC9A11 MUTATED SLC9A11 WILD-TYPE 
               36               192 
  SLC9A11 MUTATED SLC9A11 WILD-TYPE 
               36               192 
[1] "HRNR MUTATION ANALYSIS"
[1] 3
  HRNR MUTATED HRNR WILD-TYPE 
            48            180 
  HRNR MUTATED HRNR WILD-TYPE 
            48            180 
[1] "FIGLA MUTATION ANALYSIS"
[1] 3
  FIGLA MUTATED FIGLA WILD-TYPE 
              3             225 
  FIGLA MUTATED FIGLA WILD-TYPE 
              3             225 
[1] "DDX3X MUTATION ANALYSIS"
[1] 3
  DDX3X MUTATED DDX3X WILD-TYPE 
             18             210 
  DDX3X MUTATED DDX3X WILD-TYPE 
             18             210 
[1] "TRHDE MUTATION ANALYSIS"
[1] 3
  TRHDE MUTATED TRHDE WILD-TYPE 
             41             187 
  TRHDE MUTATED TRHDE WILD-TYPE 
             41             187 
[1] "SPTLC3 MUTATION ANALYSIS"
[1] 3
  SPTLC3 MUTATED SPTLC3 WILD-TYPE 
              17              211 
  SPTLC3 MUTATED SPTLC3 WILD-TYPE 
              17              211 
[1] "ACD MUTATION ANALYSIS"
[1] 3
  ACD MUTATED ACD WILD-TYPE 
            9           219 
  ACD MUTATED ACD WILD-TYPE 
            9           219 
[1] "ARL16 MUTATION ANALYSIS"
[1] 3
  ARL16 MUTATED ARL16 WILD-TYPE 
              7             221 
  ARL16 MUTATED ARL16 WILD-TYPE 
              7             221 
[1] "PHGDH MUTATION ANALYSIS"
[1] 3
  PHGDH MUTATED PHGDH WILD-TYPE 
              9             219 
  PHGDH MUTATED PHGDH WILD-TYPE 
              9             219 
[1] "DNER MUTATION ANALYSIS"
[1] 3
  DNER MUTATED DNER WILD-TYPE 
            22            206 
  DNER MUTATED DNER WILD-TYPE 
            22            206 
[1] "data2feature, selection=ALL"
 [1] "CN_CNMF"                     "METHLYATION_CNMF"           
 [3] "RPPA_CNMF"                   "RPPA_CHIERARCHICAL"         
 [5] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
 [7] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
 [9] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"

Input Data has 10 rows and 228 columns.

Variable 1:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'RPPA_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'RPPA_CHIERARCHICAL':	nDistinctValues=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.
Variable 9:'MIRSEQ_MATURE_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 10:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
 [1] "CN_CNMF"                     "METHLYATION_CNMF"           
 [3] "RPPA_CNMF"                   "RPPA_CHIERARCHICAL"         
 [5] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
 [7] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
 [9] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 228 columns, 0 survival variables, and 10 non-survival variables.
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=3, binary=FALSE, numeric=FALSE
RPPA_CNMF, nv=4, binary=FALSE, numeric=FALSE
RPPA_CHIERARCHICAL, nv=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
MIRSEQ_MATURE_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = C15ORF23 MUTATION ANALYSIS
D1V1, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                2                 60
  CLUS_2                4                 82
  CLUS_3                8                 72
D1V2, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 55
  CLUS_2                7                 78
  CLUS_3                6                 81
D1V3, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                3                 39
  CLUS_2                2                 20
  CLUS_3                3                 31
  CLUS_4                2                 41
D1V4, multiclass
D1V5, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                5                 70
  CLUS_2                5                 61
  CLUS_3                4                 80
D1V6, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                3                 52
  CLUS_2                3                 52
  CLUS_3                8                107
D1V7, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                2                 53
  CLUS_2                7                 91
  CLUS_3                5                 69
D1V8, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 25
  CLUS_2               10                124
  CLUS_3                3                 64
D1V9, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                2                 67
  CLUS_2                8                 84
  CLUS_3                4                 62
D1V10, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1               10                120
  CLUS_2                3                 74
  CLUS_3                1                 19

Clustering(2) Variable = CDKN2A MUTATION ANALYSIS
D2V1, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             11               51
  CLUS_2             12               74
  CLUS_3             10               70
D2V2, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              5               51
  CLUS_2             16               69
  CLUS_3             12               75
D2V3, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              7               35
  CLUS_2              6               16
  CLUS_3              4               30
  CLUS_4              5               38
D2V4, multiclass
D2V5, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             12               63
  CLUS_2             10               56
  CLUS_3             11               73
D2V6, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              7               48
  CLUS_2             11               44
  CLUS_3             15              100
D2V7, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              6               49
  CLUS_2             15               83
  CLUS_3             12               62
D2V8, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              3               23
  CLUS_2             22              112
  CLUS_3              8               59
D2V9, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             10               59
  CLUS_2             13               79
  CLUS_3             10               56
D2V10, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1             21              109
  CLUS_2             10               67
  CLUS_3              2               18

Clustering(3) Variable = NRAS MUTATION ANALYSIS
D3V1, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           15             47
  CLUS_2           29             57
  CLUS_3           23             57
D3V2, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           17             39
  CLUS_2           31             54
  CLUS_3           19             68
D3V3, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           14             28
  CLUS_2            3             19
  CLUS_3            8             26
  CLUS_4           18             25
D3V4, multiclass
D3V5, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           22             53
  CLUS_2           19             47
  CLUS_3           26             58
D3V6, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           18             37
  CLUS_2           16             39
  CLUS_3           33             82
D3V7, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           15             40
  CLUS_2           31             67
  CLUS_3           21             53
D3V8, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1            7             19
  CLUS_2           42             92
  CLUS_3           18             49
D3V9, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           22             47
  CLUS_2           28             64
  CLUS_3           17             49
D3V10, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           41             89
  CLUS_2           21             56
  CLUS_3            5             15

Clustering(4) Variable = BRAF MUTATION ANALYSIS
D4V1, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           40             22
  CLUS_2           33             53
  CLUS_3           44             36
D4V2, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           21             35
  CLUS_2           46             39
  CLUS_3           50             37
D4V3, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           23             19
  CLUS_2           16              6
  CLUS_3           17             17
  CLUS_4           15             28
D4V4, multiclass
D4V5, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           47             28
  CLUS_2           34             32
  CLUS_3           35             49
D4V6, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           15             40
  CLUS_2           36             19
  CLUS_3           65             50
D4V7, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           31             24
  CLUS_2           44             54
  CLUS_3           42             32
D4V8, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           16             10
  CLUS_2           62             72
  CLUS_3           39             28
D4V9, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           35             34
  CLUS_2           44             48
  CLUS_3           38             28
D4V10, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           61             69
  CLUS_2           44             33
  CLUS_3           12              8

Clustering(5) Variable = OXA1L MUTATION ANALYSIS
D5V1, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             2              60
  CLUS_2             3              83
  CLUS_3             2              78
D5V2, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             2              54
  CLUS_2             4              81
  CLUS_3             1              86
D5V3, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             0              42
  CLUS_2             1              21
  CLUS_3             1              33
  CLUS_4             1              42
D5V4, multiclass
D5V5, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              74
  CLUS_2             2              64
  CLUS_3             4              80
D5V6, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             3              52
  CLUS_2             0              55
  CLUS_3             4             111
D5V7, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             2              53
  CLUS_2             4              94
  CLUS_3             1              73
D5V8, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              25
  CLUS_2             5             129
  CLUS_3             1              66
D5V9, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             3              66
  CLUS_2             3              89
  CLUS_3             1              65
D5V10, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             5             125
  CLUS_2             1              76
  CLUS_3             1              19

Clustering(6) Variable = TP53 MUTATION ANALYSIS
D6V1, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           11             51
  CLUS_2            7             79
  CLUS_3           17             63
D6V2, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            3             53
  CLUS_2           18             67
  CLUS_3           14             73
D6V3, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            6             36
  CLUS_2            6             16
  CLUS_3            3             31
  CLUS_4            8             35
D6V4, multiclass
D6V5, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            8             67
  CLUS_2           14             52
  CLUS_3           12             72
D6V6, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            6             49
  CLUS_2            7             48
  CLUS_3           21             94
D6V7, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            6             49
  CLUS_2           19             79
  CLUS_3           10             64
D6V8, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            3             23
  CLUS_2           26            108
  CLUS_3            6             61
D6V9, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           11             58
  CLUS_2           16             76
  CLUS_3            8             58
D6V10, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           26            104
  CLUS_2            6             71
  CLUS_3            3             17

Clustering(7) Variable = STK19 MUTATION ANALYSIS
D7V1, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              60
  CLUS_2             5              81
  CLUS_3             4              76
D7V2, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              56
  CLUS_2             6              79
  CLUS_3             5              82
D7V3, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              40
  CLUS_2             2              20
  CLUS_3             2              32
  CLUS_4             0              43
D7V4, multiclass
D7V5, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             3              72
  CLUS_2             4              62
  CLUS_3             4              80
D7V6, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              53
  CLUS_2             1              54
  CLUS_3             8             107
D7V7, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             1              54
  CLUS_2             6              92
  CLUS_3             4              70
D7V8, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              26
  CLUS_2             8             126
  CLUS_3             3              64
D7V9, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             1              68
  CLUS_2             7              85
  CLUS_3             3              63
D7V10, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             8             122
  CLUS_2             3              74
  CLUS_3             0              20

Clustering(8) Variable = PTEN MUTATION ANALYSIS
D8V1, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             58
  CLUS_2            8             78
  CLUS_3            6             74
D8V2, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            7             49
  CLUS_2            7             78
  CLUS_3            4             83
D8V3, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             38
  CLUS_2            3             19
  CLUS_3            0             34
  CLUS_4            3             40
D8V4, multiclass
D8V5, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            7             68
  CLUS_2            5             61
  CLUS_3            6             78
D8V6, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            5             50
  CLUS_2            8             47
  CLUS_3            5            110
D8V7, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             51
  CLUS_2            7             91
  CLUS_3            7             67
D8V8, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            4             22
  CLUS_2            9            125
  CLUS_3            5             62
D8V9, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            5             64
  CLUS_2            6             86
  CLUS_3            7             59
D8V10, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            9            121
  CLUS_2            6             71
  CLUS_3            3             17

Clustering(9) Variable = DSG1 MUTATION ANALYSIS
D9V1, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            9             53
  CLUS_2           12             74
  CLUS_3           18             62
D9V2, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            7             49
  CLUS_2           17             68
  CLUS_3           15             72
D9V3, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           12             30
  CLUS_2            5             17
  CLUS_3            3             31
  CLUS_4            5             38
D9V4, multiclass
D9V5, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           13             62
  CLUS_2           15             51
  CLUS_3           11             73
D9V6, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            8             47
  CLUS_2           11             44
  CLUS_3           20             95
D9V7, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            6             49
  CLUS_2           16             82
  CLUS_3           17             57
D9V8, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1            4             22
  CLUS_2           20            114
  CLUS_3           15             52
D9V9, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           14             55
  CLUS_2           13             79
  CLUS_3           12             54
D9V10, multiclass
        clus
vv       DSG1 MUTATED DSG1 WILD-TYPE
  CLUS_1           20            110
  CLUS_2           16             61
  CLUS_3            3             17

Clustering(10) Variable = PPP6C MUTATION ANALYSIS
D10V1, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             7              55
  CLUS_2             5              81
  CLUS_3             6              74
D10V2, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             3              53
  CLUS_2            10              75
  CLUS_3             5              82
D10V3, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             5              37
  CLUS_2             0              22
  CLUS_3             0              34
  CLUS_4             3              40
D10V4, multiclass
D10V5, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             8              67
  CLUS_2             5              61
  CLUS_3             5              79
D10V6, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             4              51
  CLUS_2             6              49
  CLUS_3             8             107
D10V7, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             7              48
  CLUS_2             6              92
  CLUS_3             5              69
D10V8, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             4              22
  CLUS_2             7             127
  CLUS_3             7              60
D10V9, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             8              61
  CLUS_2             4              88
  CLUS_3             6              60
D10V10, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             8             122
  CLUS_2             8              69
  CLUS_3             2              18

Clustering(11) Variable = RAC1 MUTATION ANALYSIS
D11V1, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            2             60
  CLUS_2            7             79
  CLUS_3            8             72
D11V2, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            4             52
  CLUS_2            5             80
  CLUS_3            8             79
D11V3, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            3             39
  CLUS_2            1             21
  CLUS_3            2             32
  CLUS_4            4             39
D11V4, multiclass
D11V5, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            4             71
  CLUS_2            7             59
  CLUS_3            6             78
D11V6, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            4             51
  CLUS_2            3             52
  CLUS_3           10            105
D11V7, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            6             49
  CLUS_2            6             92
  CLUS_3            5             69
D11V8, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            1             25
  CLUS_2            8            126
  CLUS_3            8             59
D11V9, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            9             60
  CLUS_2            5             87
  CLUS_3            3             63
D11V10, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            7            123
  CLUS_2            9             68
  CLUS_3            1             19

Clustering(12) Variable = AOAH MUTATION ANALYSIS
D12V1, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            5             57
  CLUS_2            7             79
  CLUS_3            9             71
D12V2, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            7             49
  CLUS_2            4             81
  CLUS_3           10             77
D12V3, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            6             36
  CLUS_2            3             19
  CLUS_3            4             30
  CLUS_4            3             40
D12V4, multiclass
D12V5, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            5             70
  CLUS_2            8             58
  CLUS_3            8             76
D12V6, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            8             47
  CLUS_2            4             51
  CLUS_3            9            106
D12V7, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            4             51
  CLUS_2           11             87
  CLUS_3            6             68
D12V8, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            1             25
  CLUS_2           15            119
  CLUS_3            5             62
D12V9, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1            5             64
  CLUS_2           10             82
  CLUS_3            6             60
D12V10, multiclass
        clus
vv       AOAH MUTATED AOAH WILD-TYPE
  CLUS_1           14            116
  CLUS_2            6             71
  CLUS_3            1             19

Clustering(13) Variable = IDH1 MUTATION ANALYSIS
D13V1, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            0             62
  CLUS_2            8             78
  CLUS_3            4             76
D13V2, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2             54
  CLUS_2            7             78
  CLUS_3            3             84
D13V3, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            0             42
  CLUS_2            3             19
  CLUS_3            2             32
  CLUS_4            2             41
D13V4, multiclass
D13V5, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2             73
  CLUS_2            3             63
  CLUS_3            7             77
D13V6, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            4             51
  CLUS_2            2             53
  CLUS_3            6            109
D13V7, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             52
  CLUS_2            8             90
  CLUS_3            1             73
D13V8, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             23
  CLUS_2            8            126
  CLUS_3            1             66
D13V9, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             66
  CLUS_2            8             84
  CLUS_3            1             65
D13V10, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            8            122
  CLUS_2            1             76
  CLUS_3            3             17

Clustering(14) Variable = OR51S1 MUTATION ANALYSIS
D14V1, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              7               55
  CLUS_2              8               78
  CLUS_3             12               68
D14V2, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              6               50
  CLUS_2             10               75
  CLUS_3             11               76
D14V3, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              4               38
  CLUS_2              3               19
  CLUS_3              5               29
  CLUS_4              5               38
D14V4, multiclass
D14V5, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              8               67
  CLUS_2             11               55
  CLUS_3              8               76
D14V6, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              5               50
  CLUS_2              6               49
  CLUS_3             16               99
D14V7, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              6               49
  CLUS_2             14               84
  CLUS_3              7               67
D14V8, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              2               24
  CLUS_2             17              117
  CLUS_3              8               59
D14V9, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1              7               62
  CLUS_2             14               78
  CLUS_3              6               60
D14V10, multiclass
        clus
vv       OR51S1 MUTATED OR51S1 WILD-TYPE
  CLUS_1             17              113
  CLUS_2             10               67
  CLUS_3              0               20

Clustering(15) Variable = IL32 MUTATION ANALYSIS
D15V1, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            2             60
  CLUS_2            5             81
  CLUS_3            2             78
D15V2, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            2             54
  CLUS_2            6             79
  CLUS_3            1             86
D15V3, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            3             39
  CLUS_2            0             22
  CLUS_3            1             33
  CLUS_4            2             41
D15V4, multiclass
D15V5, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            3             72
  CLUS_2            4             62
  CLUS_3            2             82
D15V6, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            2             53
  CLUS_2            2             53
  CLUS_3            5            110
D15V7, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            1             54
  CLUS_2            5             93
  CLUS_3            3             71
D15V8, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            1             25
  CLUS_2            5            129
  CLUS_3            3             64
D15V9, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            4             65
  CLUS_2            3             89
  CLUS_3            2             64
D15V10, multiclass
        clus
vv       IL32 MUTATED IL32 WILD-TYPE
  CLUS_1            5            125
  CLUS_2            3             74
  CLUS_3            1             19

Clustering(16) Variable = PPIAL4G MUTATION ANALYSIS
D16V1, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               2                60
  CLUS_2               8                78
  CLUS_3               2                78
D16V2, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               4                52
  CLUS_2               4                81
  CLUS_3               4                83
D16V3, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               3                39
  CLUS_2               0                22
  CLUS_3               2                32
  CLUS_4               4                39
D16V4, multiclass
D16V5, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               4                71
  CLUS_2               1                65
  CLUS_3               7                77
D16V6, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               4                51
  CLUS_2               3                52
  CLUS_3               5               110
D16V7, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               2                53
  CLUS_2               5                93
  CLUS_3               5                69
D16V8, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               0                26
  CLUS_2               8               126
  CLUS_3               4                63
D16V9, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               1                68
  CLUS_2               7                85
  CLUS_3               4                62
D16V10, multiclass
        clus
vv       PPIAL4G MUTATED PPIAL4G WILD-TYPE
  CLUS_1               8               122
  CLUS_2               4                73
  CLUS_3               0                20

Clustering(17) Variable = UGT2B15 MUTATION ANALYSIS
D17V1, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               6                56
  CLUS_2               6                80
  CLUS_3               9                71
D17V2, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               3                53
  CLUS_2               7                78
  CLUS_3              11                76
D17V3, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               5                37
  CLUS_2               1                21
  CLUS_3               3                31
  CLUS_4               3                40
D17V4, multiclass
D17V5, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               6                69
  CLUS_2               9                57
  CLUS_3               6                78
D17V6, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               5                50
  CLUS_2               4                51
  CLUS_3              12               103
D17V7, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               4                51
  CLUS_2               6                92
  CLUS_3              11                63
D17V8, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               1                25
  CLUS_2              11               123
  CLUS_3               9                58
D17V9, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               4                65
  CLUS_2               6                86
  CLUS_3              11                55
D17V10, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1              11               119
  CLUS_2              10                67
  CLUS_3               0                20

Clustering(18) Variable = TTN MUTATION ANALYSIS
D18V1, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          45            17
  CLUS_2          65            21
  CLUS_3          66            14
D18V2, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          35            21
  CLUS_2          69            16
  CLUS_3          72            15
D18V3, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          37             5
  CLUS_2          18             4
  CLUS_3          26             8
  CLUS_4          33            10
D18V4, multiclass
D18V5, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          60            15
  CLUS_2          55            11
  CLUS_3          60            24
D18V6, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          38            17
  CLUS_2          44            11
  CLUS_3          93            22
D18V7, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          48             7
  CLUS_2          72            26
  CLUS_3          56            18
D18V8, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          22             4
  CLUS_2          99            35
  CLUS_3          55            12
D18V9, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          60             9
  CLUS_2          68            24
  CLUS_3          48            18
D18V10, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          98            32
  CLUS_2          61            16
  CLUS_3          17             3

Clustering(19) Variable = THEMIS MUTATION ANALYSIS
D19V1, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              9               53
  CLUS_2              9               77
  CLUS_3              9               71
D19V2, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              4               52
  CLUS_2             17               68
  CLUS_3              6               81
D19V3, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              6               36
  CLUS_2              3               19
  CLUS_3              1               33
  CLUS_4              5               38
D19V4, multiclass
D19V5, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              8               67
  CLUS_2             10               56
  CLUS_3              9               75
D19V6, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              8               47
  CLUS_2              4               51
  CLUS_3             15              100
D19V7, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              2               53
  CLUS_2             17               81
  CLUS_3              8               66
D19V8, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              1               25
  CLUS_2             17              117
  CLUS_3              9               58
D19V9, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1              7               62
  CLUS_2             14               78
  CLUS_3              6               60
D19V10, multiclass
        clus
vv       THEMIS MUTATED THEMIS WILD-TYPE
  CLUS_1             17              113
  CLUS_2             10               67
  CLUS_3              0               20

Clustering(20) Variable = LRTM1 MUTATION ANALYSIS
D20V1, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             9              53
  CLUS_2             3              83
  CLUS_3            11              69
D20V2, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             4              52
  CLUS_2             9              76
  CLUS_3            10              77
D20V3, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             6              36
  CLUS_2             2              20
  CLUS_3             3              31
  CLUS_4             6              37
D20V4, multiclass
D20V5, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             7              68
  CLUS_2             7              59
  CLUS_3             9              75
D20V6, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             6              49
  CLUS_2             5              50
  CLUS_3            12             103
D20V7, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             5              50
  CLUS_2            12              86
  CLUS_3             6              68
D20V8, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             4              22
  CLUS_2            13             121
  CLUS_3             6              61
D20V9, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1             7              62
  CLUS_2            10              82
  CLUS_3             6              60
D20V10, multiclass
        clus
vv       LRTM1 MUTATED LRTM1 WILD-TYPE
  CLUS_1            13             117
  CLUS_2             6              71
  CLUS_3             4              16

Clustering(21) Variable = TCEB3C MUTATION ANALYSIS
D21V1, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              6               56
  CLUS_2             12               74
  CLUS_3              8               72
D21V2, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              6               50
  CLUS_2             13               72
  CLUS_3              7               80
D21V3, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              7               35
  CLUS_2              1               21
  CLUS_3              3               31
  CLUS_4              8               35
D21V4, multiclass
D21V5, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              7               68
  CLUS_2              5               61
  CLUS_3             13               71
D21V6, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1             11               44
  CLUS_2              6               49
  CLUS_3              8              107
D21V7, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              8               47
  CLUS_2             11               87
  CLUS_3              7               67
D21V8, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              5               21
  CLUS_2             16              118
  CLUS_3              5               62
D21V9, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              8               61
  CLUS_2             11               81
  CLUS_3              7               59
D21V10, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1             16              114
  CLUS_2              5               72
  CLUS_3              5               15

Clustering(22) Variable = ELF5 MUTATION ANALYSIS
D22V1, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            2             60
  CLUS_2            1             85
  CLUS_3            3             77
D22V2, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            1             55
  CLUS_2            2             83
  CLUS_3            3             84
D22V3, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            2             40
  CLUS_2            1             21
  CLUS_3            1             33
  CLUS_4            1             42
D22V4, multiclass
D22V5, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            3             72
  CLUS_2            2             64
  CLUS_3            1             83
D22V6, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            1             54
  CLUS_2            1             54
  CLUS_3            4            111
D22V7, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            0             55
  CLUS_2            2             96
  CLUS_3            4             70
D22V8, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            0             26
  CLUS_2            2            132
  CLUS_3            4             63
D22V9, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            3             66
  CLUS_2            1             91
  CLUS_3            2             64
D22V10, multiclass
        clus
vv       ELF5 MUTATED ELF5 WILD-TYPE
  CLUS_1            2            128
  CLUS_2            4             73
  CLUS_3            0             20

Clustering(23) Variable = GPR141 MUTATION ANALYSIS
D23V1, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              1               61
  CLUS_2              3               83
  CLUS_3             10               70
D23V2, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              2               54
  CLUS_2              4               81
  CLUS_3              8               79
D23V3, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              6               36
  CLUS_2              0               22
  CLUS_3              2               32
  CLUS_4              1               42
D23V4, multiclass
D23V5, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              4               71
  CLUS_2              5               61
  CLUS_3              5               79
D23V6, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              2               53
  CLUS_2              5               50
  CLUS_3              7              108
D23V7, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              1               54
  CLUS_2              5               93
  CLUS_3              8               66
D23V8, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              1               25
  CLUS_2              8              126
  CLUS_3              5               62
D23V9, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              2               67
  CLUS_2              5               87
  CLUS_3              7               59
D23V10, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              8              122
  CLUS_2              5               72
  CLUS_3              1               19

Clustering(24) Variable = NMNAT3 MUTATION ANALYSIS
D24V1, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              4               58
  CLUS_2              1               85
  CLUS_3              3               77
D24V2, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              1               55
  CLUS_2              4               81
  CLUS_3              3               84
D24V3, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              3               39
  CLUS_2              1               21
  CLUS_3              1               33
  CLUS_4              0               43
D24V4, multiclass
D24V5, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2               73
  CLUS_2              2               64
  CLUS_3              4               80
D24V6, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              1               54
  CLUS_2              2               53
  CLUS_3              5              110
D24V7, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2               53
  CLUS_2              2               96
  CLUS_3              4               70
D24V8, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              1               25
  CLUS_2              2              132
  CLUS_3              5               62
D24V9, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2               67
  CLUS_2              2               90
  CLUS_3              4               62
D24V10, multiclass
        clus
vv       NMNAT3 MUTATED NMNAT3 WILD-TYPE
  CLUS_1              2              128
  CLUS_2              5               72
  CLUS_3              1               19

Clustering(25) Variable = EIF2B1 MUTATION ANALYSIS
D25V1, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              2               60
  CLUS_2              3               83
  CLUS_3              4               76
D25V2, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              2               54
  CLUS_2              2               83
  CLUS_3              5               82
D25V3, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              3               39
  CLUS_2              3               19
  CLUS_3              0               34
  CLUS_4              1               42
D25V4, multiclass
D25V5, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              2               73
  CLUS_2              4               62
  CLUS_3              3               81
D25V6, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              2               53
  CLUS_2              2               53
  CLUS_3              5              110
D25V7, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              2               53
  CLUS_2              6               92
  CLUS_3              1               73
D25V8, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              0               26
  CLUS_2              7              127
  CLUS_3              2               65
D25V9, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              2               67
  CLUS_2              6               86
  CLUS_3              1               65
D25V10, multiclass
        clus
vv       EIF2B1 MUTATED EIF2B1 WILD-TYPE
  CLUS_1              7              123
  CLUS_2              2               75
  CLUS_3              0               20

Clustering(26) Variable = CHGB MUTATION ANALYSIS
D26V1, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            7             55
  CLUS_2            7             79
  CLUS_3           11             69
D26V2, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            5             51
  CLUS_2            8             77
  CLUS_3           12             75
D26V3, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            4             38
  CLUS_2            4             18
  CLUS_3            3             31
  CLUS_4            1             42
D26V4, multiclass
D26V5, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            6             69
  CLUS_2           12             54
  CLUS_3            7             77
D26V6, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            6             49
  CLUS_2            5             50
  CLUS_3           14            101
D26V7, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            5             50
  CLUS_2           11             87
  CLUS_3            9             65
D26V8, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            0             26
  CLUS_2           17            117
  CLUS_3            8             59
D26V9, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1            6             63
  CLUS_2            9             83
  CLUS_3           10             56
D26V10, multiclass
        clus
vv       CHGB MUTATED CHGB WILD-TYPE
  CLUS_1           16            114
  CLUS_2            9             68
  CLUS_3            0             20

Clustering(27) Variable = COPG2 MUTATION ANALYSIS
D27V1, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             1              61
  CLUS_2             4              82
  CLUS_3             4              76
D27V2, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             2              54
  CLUS_2             4              81
  CLUS_3             3              84
D27V3, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             0              42
  CLUS_2             2              20
  CLUS_3             2              32
  CLUS_4             2              41
D27V4, multiclass
D27V5, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             4              71
  CLUS_2             3              63
  CLUS_3             2              82
D27V6, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             1              54
  CLUS_2             3              52
  CLUS_3             5             110
D27V7, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             2              53
  CLUS_2             5              93
  CLUS_3             2              72
D27V8, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             0              26
  CLUS_2             6             128
  CLUS_3             3              64
D27V9, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             3              66
  CLUS_2             5              87
  CLUS_3             1              65
D27V10, multiclass
        clus
vv       COPG2 MUTATED COPG2 WILD-TYPE
  CLUS_1             6             124
  CLUS_2             3              74
  CLUS_3             0              20

Clustering(28) Variable = RAPGEF5 MUTATION ANALYSIS
D28V1, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                59
  CLUS_2               4                82
  CLUS_3               5                75
D28V2, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               4                52
  CLUS_2               3                82
  CLUS_3               5                82
D28V3, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                39
  CLUS_2               0                22
  CLUS_3               1                33
  CLUS_4               3                40
D28V4, multiclass
D28V5, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               6                69
  CLUS_2               3                63
  CLUS_3               3                81
D28V6, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               3                52
  CLUS_2               4                51
  CLUS_3               5               110
D28V7, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               5                50
  CLUS_2               3                95
  CLUS_3               4                70
D28V8, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               4                22
  CLUS_2               5               129
  CLUS_3               3                64
D28V9, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               7                62
  CLUS_2               2                90
  CLUS_3               3                63
D28V10, multiclass
        clus
vv       RAPGEF5 MUTATED RAPGEF5 WILD-TYPE
  CLUS_1               5               125
  CLUS_2               4                73
  CLUS_3               3                17

Clustering(29) Variable = MS4A2 MUTATION ANALYSIS
D29V1, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             1              61
  CLUS_2             2              84
  CLUS_3             7              73
D29V2, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             2              54
  CLUS_2             4              81
  CLUS_3             4              83
D29V3, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             2              40
  CLUS_2             0              22
  CLUS_3             5              29
  CLUS_4             1              42
D29V4, multiclass
D29V5, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             3              72
  CLUS_2             4              62
  CLUS_3             3              81
D29V6, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             1              54
  CLUS_2             4              51
  CLUS_3             5             110
D29V7, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             2              53
  CLUS_2             3              95
  CLUS_3             5              69
D29V8, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             0              26
  CLUS_2             5             129
  CLUS_3             5              62
D29V9, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             3              66
  CLUS_2             3              89
  CLUS_3             4              62
D29V10, multiclass
        clus
vv       MS4A2 MUTATED MS4A2 WILD-TYPE
  CLUS_1             5             125
  CLUS_2             5              72
  CLUS_3             0              20

Clustering(30) Variable = MPP7 MUTATION ANALYSIS
D30V1, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            4             58
  CLUS_2           10             76
  CLUS_3           11             69
D30V2, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            5             51
  CLUS_2           11             74
  CLUS_3            9             78
D30V3, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            5             37
  CLUS_2            3             19
  CLUS_3            4             30
  CLUS_4            7             36
D30V4, multiclass
D30V5, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            4             71
  CLUS_2            8             58
  CLUS_3           13             71
D30V6, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            8             47
  CLUS_2            4             51
  CLUS_3           13            102
D30V7, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            8             47
  CLUS_2           11             87
  CLUS_3            6             68
D30V8, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            3             23
  CLUS_2           13            121
  CLUS_3            9             58
D30V9, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            8             61
  CLUS_2           10             82
  CLUS_3            7             59
D30V10, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1           13            117
  CLUS_2            9             68
  CLUS_3            3             17

Clustering(31) Variable = C1QTNF9 MUTATION ANALYSIS
D31V1, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               3                59
  CLUS_2               5                81
  CLUS_3               6                74
D31V2, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               2                54
  CLUS_2               5                80
  CLUS_3               7                80
D31V3, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               2                40
  CLUS_2               3                19
  CLUS_3               0                34
  CLUS_4               1                42
D31V4, multiclass
D31V5, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               4                71
  CLUS_2               4                62
  CLUS_3               6                78
D31V6, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               2                53
  CLUS_2               3                52
  CLUS_3               9               106
D31V7, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               2                53
  CLUS_2               5                93
  CLUS_3               7                67
D31V8, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               0                26
  CLUS_2               7               127
  CLUS_3               7                60
D31V9, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               4                65
  CLUS_2               4                88
  CLUS_3               6                60
D31V10, multiclass
        clus
vv       C1QTNF9 MUTATED C1QTNF9 WILD-TYPE
  CLUS_1               7               123
  CLUS_2               7                70
  CLUS_3               0                20

Clustering(32) Variable = DNAH7 MUTATION ANALYSIS
D32V1, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            22              40
  CLUS_2            30              56
  CLUS_3            31              49
D32V2, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            17              39
  CLUS_2            33              52
  CLUS_3            33              54
D32V3, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            20              22
  CLUS_2            11              11
  CLUS_3            12              22
  CLUS_4            16              27
D32V4, multiclass
D32V5, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            26              49
  CLUS_2            27              39
  CLUS_3            30              54
D32V6, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            18              37
  CLUS_2            20              35
  CLUS_3            45              70
D32V7, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            22              33
  CLUS_2            33              65
  CLUS_3            28              46
D32V8, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            10              16
  CLUS_2            47              87
  CLUS_3            26              41
D32V9, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            29              40
  CLUS_2            32              60
  CLUS_3            22              44
D32V10, multiclass
        clus
vv       DNAH7 MUTATED DNAH7 WILD-TYPE
  CLUS_1            47              83
  CLUS_2            28              49
  CLUS_3             8              12

Clustering(33) Variable = FAM58A MUTATION ANALYSIS
D33V1, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               62
  CLUS_2              2               84
  CLUS_3              3               77
D33V2, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               55
  CLUS_2              1               84
  CLUS_3              3               84
D33V3, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               42
  CLUS_2              1               21
  CLUS_3              1               33
  CLUS_4              1               42
D33V4, multiclass
D33V5, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               75
  CLUS_2              3               63
  CLUS_3              2               82
D33V6, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              2               53
  CLUS_2              0               55
  CLUS_3              3              112
D33V7, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               54
  CLUS_2              4               94
  CLUS_3              0               74
D33V8, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              0               26
  CLUS_2              5              129
  CLUS_3              0               67
D33V9, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              1               68
  CLUS_2              4               88
  CLUS_3              0               66
D33V10, multiclass
        clus
vv       FAM58A MUTATED FAM58A WILD-TYPE
  CLUS_1              5              125
  CLUS_2              0               77
  CLUS_3              0               20

Clustering(34) Variable = LCE1B MUTATION ANALYSIS
D34V1, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             1              61
  CLUS_2             9              77
  CLUS_3             2              78
D34V2, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             4              52
  CLUS_2             3              82
  CLUS_3             5              82
D34V3, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             5              37
  CLUS_2             2              20
  CLUS_3             2              32
  CLUS_4             1              42
D34V4, multiclass
D34V5, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             4              71
  CLUS_2             2              64
  CLUS_3             6              78
D34V6, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             2              53
  CLUS_2             4              51
  CLUS_3             6             109
D34V7, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             2              53
  CLUS_2             6              92
  CLUS_3             4              70
D34V8, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             1              25
  CLUS_2             8             126
  CLUS_3             3              64
D34V9, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             2              67
  CLUS_2             7              85
  CLUS_3             3              63
D34V10, multiclass
        clus
vv       LCE1B MUTATED LCE1B WILD-TYPE
  CLUS_1             8             122
  CLUS_2             3              74
  CLUS_3             1              19

Clustering(35) Variable = SCN5A MUTATION ANALYSIS
D35V1, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            16              46
  CLUS_2            21              65
  CLUS_3            20              60
D35V2, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            13              43
  CLUS_2            24              61
  CLUS_3            20              67
D35V3, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            10              32
  CLUS_2             9              13
  CLUS_3             4              30
  CLUS_4            13              30
D35V4, multiclass
D35V5, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            16              59
  CLUS_2            20              46
  CLUS_3            20              64
D35V6, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            15              40
  CLUS_2            12              43
  CLUS_3            29              86
D35V7, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            11              44
  CLUS_2            27              71
  CLUS_3            19              55
D35V8, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1             5              21
  CLUS_2            35              99
  CLUS_3            17              50
D35V9, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            17              52
  CLUS_2            25              67
  CLUS_3            15              51
D35V10, multiclass
        clus
vv       SCN5A MUTATED SCN5A WILD-TYPE
  CLUS_1            35              95
  CLUS_2            17              60
  CLUS_3             5              15

Clustering(36) Variable = C6ORF223 MUTATION ANALYSIS
D36V1, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                1                 61
  CLUS_2                1                 85
  CLUS_3                2                 78
D36V2, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                2                 54
  CLUS_2                0                 85
  CLUS_3                2                 85
D36V3, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                1                 41
  CLUS_2                2                 20
  CLUS_3                0                 34
  CLUS_4                0                 43
D36V4, multiclass
D36V5, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                0                 75
  CLUS_2                2                 64
  CLUS_3                2                 82
D36V6, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                2                 53
  CLUS_2                0                 55
  CLUS_3                2                113
D36V7, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                1                 54
  CLUS_2                3                 95
  CLUS_3                0                 74
D36V8, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                0                 26
  CLUS_2                3                131
  CLUS_3                1                 66
D36V9, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                1                 68
  CLUS_2                3                 89
  CLUS_3                0                 66
D36V10, multiclass
        clus
vv       C6ORF223 MUTATED C6ORF223 WILD-TYPE
  CLUS_1                3                127
  CLUS_2                1                 76
  CLUS_3                0                 20

Clustering(37) Variable = ANKRD20A4 MUTATION ANALYSIS
D37V1, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 1                  61
  CLUS_2                 0                  86
  CLUS_3                 4                  76
D37V2, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  56
  CLUS_2                 2                  83
  CLUS_3                 3                  84
D37V3, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 3                  39
  CLUS_2                 0                  22
  CLUS_3                 0                  34
  CLUS_4                 1                  42
D37V4, multiclass
D37V5, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  75
  CLUS_2                 3                  63
  CLUS_3                 2                  82
D37V6, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 1                  54
  CLUS_2                 0                  55
  CLUS_3                 4                 111
D37V7, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  55
  CLUS_2                 3                  95
  CLUS_3                 2                  72
D37V8, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  26
  CLUS_2                 3                 131
  CLUS_3                 2                  65
D37V9, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  69
  CLUS_2                 3                  89
  CLUS_3                 2                  64
D37V10, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 3                 127
  CLUS_2                 2                  75
  CLUS_3                 0                  20

Clustering(38) Variable = LOC649330 MUTATION ANALYSIS
D38V1, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 4                  58
  CLUS_2                11                  75
  CLUS_3                 9                  71
D38V2, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  51
  CLUS_2                 7                  78
  CLUS_3                12                  75
D38V3, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  37
  CLUS_2                 4                  18
  CLUS_3                 3                  31
  CLUS_4                 5                  38
D38V4, multiclass
D38V5, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 4                  71
  CLUS_2                12                  54
  CLUS_3                 8                  76
D38V6, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 5                  50
  CLUS_2                 4                  51
  CLUS_3                15                 100
D38V7, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 7                  48
  CLUS_2                 9                  89
  CLUS_3                 8                  66
D38V8, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 3                  23
  CLUS_2                16                 118
  CLUS_3                 5                  62
D38V9, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                 8                  61
  CLUS_2                 9                  83
  CLUS_3                 7                  59
D38V10, multiclass
        clus
vv       LOC649330 MUTATED LOC649330 WILD-TYPE
  CLUS_1                16                 114
  CLUS_2                 7                  70
  CLUS_3                 1                  19

Clustering(39) Variable = KLRC3 MUTATION ANALYSIS
D39V1, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             3              59
  CLUS_2             2              84
  CLUS_3             5              75
D39V2, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             1              55
  CLUS_2             4              81
  CLUS_3             5              82
D39V3, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             1              41
  CLUS_2             2              20
  CLUS_3             3              31
  CLUS_4             2              41
D39V4, multiclass
D39V5, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             2              73
  CLUS_2             4              62
  CLUS_3             4              80
D39V6, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             0              55
  CLUS_2             2              53
  CLUS_3             8             107
D39V7, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             4              51
  CLUS_2             5              93
  CLUS_3             1              73
D39V8, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             1              25
  CLUS_2             6             128
  CLUS_3             3              64
D39V9, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             6              63
  CLUS_2             4              88
  CLUS_3             0              66
D39V10, multiclass
        clus
vv       KLRC3 MUTATED KLRC3 WILD-TYPE
  CLUS_1             6             124
  CLUS_2             3              74
  CLUS_3             1              19

Clustering(40) Variable = UNC119B MUTATION ANALYSIS
D40V1, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                62
  CLUS_2               2                84
  CLUS_3               4                76
D40V2, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                56
  CLUS_2               3                82
  CLUS_3               3                84
D40V3, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               2                40
  CLUS_2               0                22
  CLUS_3               0                34
  CLUS_4               4                39
D40V4, multiclass
D40V5, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               3                72
  CLUS_2               2                64
  CLUS_3               1                83
D40V6, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                55
  CLUS_2               2                53
  CLUS_3               4               111
D40V7, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                54
  CLUS_2               3                95
  CLUS_3               2                72
D40V8, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               0                26
  CLUS_2               3               131
  CLUS_3               3                64
D40V9, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               1                68
  CLUS_2               3                89
  CLUS_3               2                64
D40V10, multiclass
        clus
vv       UNC119B MUTATED UNC119B WILD-TYPE
  CLUS_1               3               127
  CLUS_2               3                74
  CLUS_3               0                20

Clustering(41) Variable = PENK MUTATION ANALYSIS
D41V1, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            3             59
  CLUS_2            6             80
  CLUS_3           11             69
D41V2, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            3             53
  CLUS_2            4             81
  CLUS_3           13             74
D41V3, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             38
  CLUS_2            3             19
  CLUS_3            2             32
  CLUS_4            4             39
D41V4, multiclass
D41V5, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             71
  CLUS_2           11             55
  CLUS_3            5             79
D41V6, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            2             53
  CLUS_2            4             51
  CLUS_3           14            101
D41V7, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            4             51
  CLUS_2            7             91
  CLUS_3            9             65
D41V8, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            1             25
  CLUS_2           12            122
  CLUS_3            7             60
D41V9, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1            3             66
  CLUS_2            8             84
  CLUS_3            9             57
D41V10, multiclass
        clus
vv       PENK MUTATED PENK WILD-TYPE
  CLUS_1           13            117
  CLUS_2            7             70
  CLUS_3            0             20

Clustering(42) Variable = OR4E2 MUTATION ANALYSIS
D42V1, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             3              59
  CLUS_2             6              80
  CLUS_3            11              69
D42V2, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             5              51
  CLUS_2             6              79
  CLUS_3             9              78
D42V3, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             3              39
  CLUS_2             2              20
  CLUS_3             1              33
  CLUS_4             5              38
D42V4, multiclass
D42V5, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              71
  CLUS_2             7              59
  CLUS_3             9              75
D42V6, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              51
  CLUS_2             4              51
  CLUS_3            12             103
D42V7, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              51
  CLUS_2            10              88
  CLUS_3             6              68
D42V8, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             2              24
  CLUS_2            12             122
  CLUS_3             6              61
D42V9, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1             4              65
  CLUS_2             9              83
  CLUS_3             7              59
D42V10, multiclass
        clus
vv       OR4E2 MUTATED OR4E2 WILD-TYPE
  CLUS_1            13             117
  CLUS_2             6              71
  CLUS_3             1              19

Clustering(43) Variable = TSHB MUTATION ANALYSIS
D43V1, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             61
  CLUS_2            1             85
  CLUS_3            3             77
D43V2, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             56
  CLUS_2            2             83
  CLUS_3            3             84
D43V3, multiclass
[1] "Remove cluster labels:" "TSHB MUTATED"          
clus
  TSHB MUTATED TSHB WILD-TYPE 
             2            139 
    TCGA-D3-A1Q1     TCGA-D3-A1Q4     TCGA-D3-A1Q5     TCGA-D3-A1Q6 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-D3-A1Q7     TCGA-D3-A1Q8     TCGA-D3-A1Q9     TCGA-D3-A1QA 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-D3-A1QB     TCGA-D3-A2J6     TCGA-D3-A2J8     TCGA-D3-A2JC 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-D3-A2JD     TCGA-D3-A2JN     TCGA-D3-A2JO     TCGA-D3-A2JP 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-D3-A3C1     TCGA-D3-A3C3     TCGA-D3-A3CB     TCGA-D3-A3CE 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-D9-A148     TCGA-D9-A149     TCGA-D9-A1JW     TCGA-D9-A1JX 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-DA-A1HV     TCGA-DA-A1HW     TCGA-DA-A1HY     TCGA-DA-A1I2 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-DA-A1I4     TCGA-DA-A1I5     TCGA-DA-A1I8     TCGA-DA-A1IA 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-DA-A1IB     TCGA-EE-A17X     TCGA-EE-A181     TCGA-EE-A182 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A184     TCGA-EE-A185     TCGA-EE-A20C     TCGA-EE-A20F 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A29B     TCGA-EE-A29C     TCGA-EE-A29E     TCGA-EE-A29G 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A29H     TCGA-EE-A29L     TCGA-EE-A29N     TCGA-EE-A29P 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A29R     TCGA-EE-A29S     TCGA-EE-A29V     TCGA-EE-A29W 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2A0     TCGA-EE-A2A2     TCGA-EE-A2A6     TCGA-EE-A2GC 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2GH     TCGA-EE-A2GI     TCGA-EE-A2GK     TCGA-EE-A2GL 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2GP     TCGA-EE-A2GR     TCGA-EE-A2GS     TCGA-EE-A2GT 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2GU     TCGA-EE-A2M5     TCGA-EE-A2M6     TCGA-EE-A2M8 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2MC     TCGA-EE-A2MD     TCGA-EE-A2MI     TCGA-EE-A2MJ 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2MK     TCGA-EE-A2ML     TCGA-EE-A2MM     TCGA-EE-A2MN 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2MP     TCGA-EE-A2MR     TCGA-EE-A2MS     TCGA-EE-A2MT 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2MU     TCGA-EE-A3AA     TCGA-EE-A3AB     TCGA-EE-A3AC 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A3AD     TCGA-EE-A3AE     TCGA-EE-A3AF     TCGA-EE-A3AG 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A193     TCGA-ER-A195     TCGA-ER-A197     TCGA-ER-A198 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A199     TCGA-ER-A19A     TCGA-ER-A19B     TCGA-ER-A19C 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A19D     TCGA-ER-A19E     TCGA-ER-A19F     TCGA-ER-A19G 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A19H     TCGA-ER-A19J     TCGA-ER-A19L     TCGA-ER-A19N 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A19O     TCGA-ER-A19P     TCGA-ER-A19Q     TCGA-ER-A19S 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A1A1     TCGA-ER-A2NC     TCGA-ER-A2ND     TCGA-ER-A2NE 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A2NG     TCGA-ER-A2NH     TCGA-FS-A1YW     TCGA-FS-A1Z0 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-FS-A1Z3     TCGA-FS-A1Z4     TCGA-FS-A1ZA     TCGA-FS-A1ZC 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-FS-A1ZD     TCGA-FS-A1ZG     TCGA-FS-A1ZH     TCGA-FS-A1ZK 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-FS-A1ZM     TCGA-FS-A1ZP     TCGA-FS-A1ZQ     TCGA-FS-A1ZT 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-FS-A1ZU     TCGA-FS-A1ZZ     TCGA-GN-A261     TCGA-GN-A262 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-GN-A264     TCGA-GN-A265     TCGA-GN-A266     TCGA-GN-A267 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-GN-A268     TCGA-GN-A26A     TCGA-GN-A26D 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
D43V4, multiclass
[1] "Remove cluster labels:" "TSHB MUTATED"          
clus
  TSHB MUTATED TSHB WILD-TYPE 
             2            139 
    TCGA-D3-A1Q1     TCGA-D3-A1Q4     TCGA-D3-A1Q5     TCGA-D3-A1Q6 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-D3-A1Q7     TCGA-D3-A1Q8     TCGA-D3-A1Q9     TCGA-D3-A1QA 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-D3-A1QB     TCGA-D3-A2J6     TCGA-D3-A2J8     TCGA-D3-A2JC 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-D3-A2JD     TCGA-D3-A2JN     TCGA-D3-A2JO     TCGA-D3-A2JP 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-D3-A3C1     TCGA-D3-A3C3     TCGA-D3-A3CB     TCGA-D3-A3CE 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-D9-A148     TCGA-D9-A149     TCGA-D9-A1JW     TCGA-D9-A1JX 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-DA-A1HV     TCGA-DA-A1HW     TCGA-DA-A1HY     TCGA-DA-A1I2 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-DA-A1I4     TCGA-DA-A1I5     TCGA-DA-A1I8     TCGA-DA-A1IA 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-DA-A1IB     TCGA-EE-A17X     TCGA-EE-A181     TCGA-EE-A182 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A184     TCGA-EE-A185     TCGA-EE-A20C     TCGA-EE-A20F 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A29B     TCGA-EE-A29C     TCGA-EE-A29E     TCGA-EE-A29G 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A29H     TCGA-EE-A29L     TCGA-EE-A29N     TCGA-EE-A29P 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A29R     TCGA-EE-A29S     TCGA-EE-A29V     TCGA-EE-A29W 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2A0     TCGA-EE-A2A2     TCGA-EE-A2A6     TCGA-EE-A2GC 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2GH     TCGA-EE-A2GI     TCGA-EE-A2GK     TCGA-EE-A2GL 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2GP     TCGA-EE-A2GR     TCGA-EE-A2GS     TCGA-EE-A2GT 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2GU     TCGA-EE-A2M5     TCGA-EE-A2M6     TCGA-EE-A2M8 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2MC     TCGA-EE-A2MD     TCGA-EE-A2MI     TCGA-EE-A2MJ 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2MK     TCGA-EE-A2ML     TCGA-EE-A2MM     TCGA-EE-A2MN 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2MP     TCGA-EE-A2MR     TCGA-EE-A2MS     TCGA-EE-A2MT 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A2MU     TCGA-EE-A3AA     TCGA-EE-A3AB     TCGA-EE-A3AC 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-EE-A3AD     TCGA-EE-A3AE     TCGA-EE-A3AF     TCGA-EE-A3AG 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A193     TCGA-ER-A195     TCGA-ER-A197     TCGA-ER-A198 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A199     TCGA-ER-A19A     TCGA-ER-A19B     TCGA-ER-A19C 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A19D     TCGA-ER-A19E     TCGA-ER-A19F     TCGA-ER-A19G 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A19H     TCGA-ER-A19J     TCGA-ER-A19L     TCGA-ER-A19N 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A19O     TCGA-ER-A19P     TCGA-ER-A19Q     TCGA-ER-A19S 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A1A1     TCGA-ER-A2NC     TCGA-ER-A2ND     TCGA-ER-A2NE 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-ER-A2NG     TCGA-ER-A2NH     TCGA-FS-A1YW     TCGA-FS-A1Z0 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-FS-A1Z3     TCGA-FS-A1Z4     TCGA-FS-A1ZA     TCGA-FS-A1ZC 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-FS-A1ZD     TCGA-FS-A1ZG     TCGA-FS-A1ZH     TCGA-FS-A1ZK 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-FS-A1ZM     TCGA-FS-A1ZP     TCGA-FS-A1ZQ     TCGA-FS-A1ZT 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-FS-A1ZU     TCGA-FS-A1ZZ     TCGA-GN-A261     TCGA-GN-A262 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-GN-A264     TCGA-GN-A265     TCGA-GN-A266     TCGA-GN-A267 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
    TCGA-GN-A268     TCGA-GN-A26A     TCGA-GN-A26D 
"TSHB WILD-TYPE" "TSHB WILD-TYPE" "TSHB WILD-TYPE" 
D43V5, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             75
  CLUS_2            2             64
  CLUS_3            3             81
D43V6, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             54
  CLUS_2            0             55
  CLUS_3            4            111
D43V7, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             54
  CLUS_2            2             96
  CLUS_3            2             72
D43V8, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            0             26
  CLUS_2            3            131
  CLUS_3            2             65
D43V9, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            1             68
  CLUS_2            2             90
  CLUS_3            2             64
D43V10, multiclass
        clus
vv       TSHB MUTATED TSHB WILD-TYPE
  CLUS_1            3            127
  CLUS_2            2             75
  CLUS_3            0             20

Clustering(44) Variable = PRC1 MUTATION ANALYSIS
D44V1, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            4             58
  CLUS_2            4             82
  CLUS_3            5             75
D44V2, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            2             54
  CLUS_2            7             78
  CLUS_3            4             83
D44V3, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            1             41
  CLUS_2            1             21
  CLUS_3            4             30
  CLUS_4            0             43
D44V4, multiclass
D44V5, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            2             73
  CLUS_2            4             62
  CLUS_3            7             77
D44V6, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            5             50
  CLUS_2            2             53
  CLUS_3            6            109
D44V7, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            1             54
  CLUS_2            8             90
  CLUS_3            4             70
D44V8, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            1             25
  CLUS_2           10            124
  CLUS_3            2             65
D44V9, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            2             67
  CLUS_2            8             84
  CLUS_3            3             63
D44V10, multiclass
        clus
vv       PRC1 MUTATED PRC1 WILD-TYPE
  CLUS_1            9            121
  CLUS_2            3             74
  CLUS_3            1             19

Clustering(45) Variable = SORT1 MUTATION ANALYSIS
D45V1, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             2              60
  CLUS_2             5              81
  CLUS_3             3              77
D45V2, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             2              54
  CLUS_2             3              82
  CLUS_3             5              82
D45V3, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             2              40
  CLUS_2             1              21
  CLUS_3             2              32
  CLUS_4             2              41
D45V4, multiclass
D45V5, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             1              74
  CLUS_2             4              62
  CLUS_3             5              79
D45V6, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             3              52
  CLUS_2             0              55
  CLUS_3             7             108
D45V7, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             2              53
  CLUS_2             5              93
  CLUS_3             3              71
D45V8, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             2              24
  CLUS_2             6             128
  CLUS_3             2              65
D45V9, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             2              67
  CLUS_2             6              86
  CLUS_3             2              64
D45V10, multiclass
        clus
vv       SORT1 MUTATED SORT1 WILD-TYPE
  CLUS_1             6             124
  CLUS_2             2              75
  CLUS_3             2              18

Clustering(46) Variable = PCDP1 MUTATION ANALYSIS
D46V1, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             5              57
  CLUS_2             4              82
  CLUS_3             6              74
D46V2, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             1              55
  CLUS_2             9              76
  CLUS_3             5              82
D46V3, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             5              37
  CLUS_2             2              20
  CLUS_3             1              33
  CLUS_4             4              39
D46V4, multiclass
D46V5, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             7              68
  CLUS_2             2              64
  CLUS_3             6              78
D46V6, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             3              52
  CLUS_2             6              49
  CLUS_3             6             109
D46V7, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             5              50
  CLUS_2             4              94
  CLUS_3             6              68
D46V8, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             2              24
  CLUS_2             6             128
  CLUS_3             7              60
D46V9, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             4              65
  CLUS_2             5              87
  CLUS_3             6              60
D46V10, multiclass
        clus
vv       PCDP1 MUTATED PCDP1 WILD-TYPE
  CLUS_1             6             124
  CLUS_2             8              69
  CLUS_3             1              19

Clustering(47) Variable = ZFP106 MUTATION ANALYSIS
D47V1, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              5               57
  CLUS_2              1               85
  CLUS_3              4               76
D47V2, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              2               54
  CLUS_2              3               82
  CLUS_3              5               82
D47V3, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              0               42
  CLUS_2              2               20
  CLUS_3              2               32
  CLUS_4              3               40
D47V4, multiclass
D47V5, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              4               71
  CLUS_2              4               62
  CLUS_3              2               82
D47V6, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              3               52
  CLUS_2              2               53
  CLUS_3              5              110
D47V7, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              1               54
  CLUS_2              6               92
  CLUS_3              3               71
D47V8, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              0               26
  CLUS_2              8              126
  CLUS_3              2               65
D47V9, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              3               66
  CLUS_2              4               88
  CLUS_3              3               63
D47V10, multiclass
        clus
vv       ZFP106 MUTATED ZFP106 WILD-TYPE
  CLUS_1              8              122
  CLUS_2              2               75
  CLUS_3              0               20

Clustering(48) Variable = TCHHL1 MUTATION ANALYSIS
D48V1, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             11               51
  CLUS_2              8               78
  CLUS_3             12               68
D48V2, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              3               53
  CLUS_2             12               73
  CLUS_3             16               71
D48V3, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              9               33
  CLUS_2              7               15
  CLUS_3              2               32
  CLUS_4              4               39
D48V4, multiclass
D48V5, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              7               68
  CLUS_2             14               52
  CLUS_3             10               74
D48V6, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              4               51
  CLUS_2              6               49
  CLUS_3             21               94
D48V7, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             10               45
  CLUS_2             12               86
  CLUS_3              9               65
D48V8, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1              5               21
  CLUS_2             16              118
  CLUS_3             10               57
D48V9, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             10               59
  CLUS_2             12               80
  CLUS_3              9               57
D48V10, multiclass
        clus
vv       TCHHL1 MUTATED TCHHL1 WILD-TYPE
  CLUS_1             16              114
  CLUS_2             10               67
  CLUS_3              5               15

Clustering(49) Variable = OR2W1 MUTATION ANALYSIS
D49V1, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             2              60
  CLUS_2             5              81
  CLUS_3            10              70
D49V2, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             3              53
  CLUS_2             8              77
  CLUS_3             6              81
D49V3, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              38
  CLUS_2             1              21
  CLUS_3             0              34
  CLUS_4             4              39
D49V4, multiclass
D49V5, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              71
  CLUS_2             6              60
  CLUS_3             6              78
D49V6, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              51
  CLUS_2             3              52
  CLUS_3             9             106
D49V7, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             4              51
  CLUS_2             5              93
  CLUS_3             8              66
D49V8, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             2              24
  CLUS_2             9             125
  CLUS_3             6              61
D49V9, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             5              64
  CLUS_2             5              87
  CLUS_3             7              59
D49V10, multiclass
        clus
vv       OR2W1 MUTATED OR2W1 WILD-TYPE
  CLUS_1             9             121
  CLUS_2             6              71
  CLUS_3             2              18

Clustering(50) Variable = LRRC4C MUTATION ANALYSIS
D50V1, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              4               58
  CLUS_2             16               70
  CLUS_3             13               67
D50V2, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              8               48
  CLUS_2             15               70
  CLUS_3             10               77
D50V3, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              9               33
  CLUS_2              3               19
  CLUS_3              3               31
  CLUS_4              7               36
D50V4, multiclass
D50V5, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              9               66
  CLUS_2              8               58
  CLUS_3             16               68
D50V6, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             11               44
  CLUS_2              7               48
  CLUS_3             15              100
D50V7, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             10               45
  CLUS_2             13               85
  CLUS_3             10               64
D50V8, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              5               21
  CLUS_2             20              114
  CLUS_3              8               59
D50V9, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1              9               60
  CLUS_2             14               78
  CLUS_3             10               56
D50V10, multiclass
        clus
vv       LRRC4C MUTATED LRRC4C WILD-TYPE
  CLUS_1             20              110
  CLUS_2              8               69
  CLUS_3              5               15

Clustering(51) Variable = SERPINB10 MUTATION ANALYSIS
D51V1, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 1                  61
  CLUS_2                 5                  81
  CLUS_3                 7                  73
D51V2, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 4                  52
  CLUS_2                 4                  81
  CLUS_3                 5                  82
D51V3, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 3                  39
  CLUS_2                 1                  21
  CLUS_3                 0                  34
  CLUS_4                 3                  40
D51V4, multiclass
D51V5, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 4                  71
  CLUS_2                 5                  61
  CLUS_3                 4                  80
D51V6, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 2                  53
  CLUS_2                 3                  52
  CLUS_3                 8                 107
D51V7, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 4                  51
  CLUS_2                 7                  91
  CLUS_3                 2                  72
D51V8, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 1                  25
  CLUS_2                 9                 125
  CLUS_3                 3                  64
D51V9, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 5                  64
  CLUS_2                 5                  87
  CLUS_3                 3                  63
D51V10, multiclass
        clus
vv       SERPINB10 MUTATED SERPINB10 WILD-TYPE
  CLUS_1                 9                 121
  CLUS_2                 4                  73
  CLUS_3                 0                  20

Clustering(52) Variable = C18ORF26 MUTATION ANALYSIS
D52V1, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                5                 57
  CLUS_2                6                 80
  CLUS_3                3                 77
D52V2, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                4                 52
  CLUS_2                4                 81
  CLUS_3                6                 81
D52V3, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                4                 38
  CLUS_2                2                 20
  CLUS_3                1                 33
  CLUS_4                4                 39
D52V4, multiclass
D52V5, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                2                 73
  CLUS_2                7                 59
  CLUS_3                5                 79
D52V6, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                3                 52
  CLUS_2                2                 53
  CLUS_3                9                106
D52V7, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                3                 52
  CLUS_2                7                 91
  CLUS_3                4                 70
D52V8, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                0                 26
  CLUS_2               11                123
  CLUS_3                3                 64
D52V9, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                2                 67
  CLUS_2                7                 85
  CLUS_3                5                 61
D52V10, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1               11                119
  CLUS_2                3                 74
  CLUS_3                0                 20

Clustering(53) Variable = TBC1D3B MUTATION ANALYSIS
D53V1, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               0                62
  CLUS_2               2                84
  CLUS_3               3                77
D53V2, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                55
  CLUS_2               1                84
  CLUS_3               3                84
D53V3, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               2                40
  CLUS_2               2                20
  CLUS_3               0                34
  CLUS_4               0                43
D53V4, multiclass
D53V5, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                74
  CLUS_2               2                64
  CLUS_3               2                82
D53V6, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                54
  CLUS_2               1                54
  CLUS_3               3               112
D53V7, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                54
  CLUS_2               3                95
  CLUS_3               1                73
D53V8, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                25
  CLUS_2               3               131
  CLUS_3               1                66
D53V9, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               1                68
  CLUS_2               3                89
  CLUS_3               1                65
D53V10, multiclass
        clus
vv       TBC1D3B MUTATED TBC1D3B WILD-TYPE
  CLUS_1               3               127
  CLUS_2               1                76
  CLUS_3               1                19

Clustering(54) Variable = CCNE2 MUTATION ANALYSIS
D54V1, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             2              60
  CLUS_2             6              80
  CLUS_3             4              76
D54V2, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             4              52
  CLUS_2             4              81
  CLUS_3             4              83
D54V3, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             1              41
  CLUS_2             2              20
  CLUS_3             2              32
  CLUS_4             4              39
D54V4, multiclass
D54V5, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             1              74
  CLUS_2             6              60
  CLUS_3             5              79
D54V6, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             3              52
  CLUS_2             0              55
  CLUS_3             9             106
D54V7, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             1              54
  CLUS_2            10              88
  CLUS_3             1              73
D54V8, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             0              26
  CLUS_2            10             124
  CLUS_3             2              65
D54V9, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             2              67
  CLUS_2            10              82
  CLUS_3             0              66
D54V10, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1            10             120
  CLUS_2             2              75
  CLUS_3             0              20

Clustering(55) Variable = CAPZA3 MUTATION ANALYSIS
D55V1, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              6               56
  CLUS_2              4               82
  CLUS_3              7               73
D55V2, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              4               52
  CLUS_2             10               75
  CLUS_3              3               84
D55V3, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              3               39
  CLUS_2              1               21
  CLUS_3              0               34
  CLUS_4              4               39
D55V4, multiclass
D55V5, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              5               70
  CLUS_2              5               61
  CLUS_3              7               77
D55V6, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              5               50
  CLUS_2              3               52
  CLUS_3              9              106
D55V7, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              4               51
  CLUS_2              6               92
  CLUS_3              7               67
D55V8, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              2               24
  CLUS_2             12              122
  CLUS_3              3               64
D55V9, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1              6               63
  CLUS_2              5               87
  CLUS_3              6               60
D55V10, multiclass
        clus
vv       CAPZA3 MUTATED CAPZA3 WILD-TYPE
  CLUS_1             11              119
  CLUS_2              4               73
  CLUS_3              2               18

Clustering(56) Variable = PROL1 MUTATION ANALYSIS
D56V1, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             4              58
  CLUS_2             7              79
  CLUS_3            10              70
D56V2, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             7              49
  CLUS_2             3              82
  CLUS_3            11              76
D56V3, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             2              40
  CLUS_2             4              18
  CLUS_3             3              31
  CLUS_4             7              36
D56V4, multiclass
D56V5, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             6              69
  CLUS_2             6              60
  CLUS_3             9              75
D56V6, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             4              51
  CLUS_2             4              51
  CLUS_3            13             102
D56V7, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             8              47
  CLUS_2             7              91
  CLUS_3             6              68
D56V8, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             4              22
  CLUS_2            10             124
  CLUS_3             7              60
D56V9, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             9              60
  CLUS_2             7              85
  CLUS_3             5              61
D56V10, multiclass
        clus
vv       PROL1 MUTATED PROL1 WILD-TYPE
  CLUS_1             9             121
  CLUS_2             8              69
  CLUS_3             4              16

Clustering(57) Variable = CYP4X1 MUTATION ANALYSIS
D57V1, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              2               60
  CLUS_2              5               81
  CLUS_3              9               71
D57V2, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              3               53
  CLUS_2              6               79
  CLUS_3              7               80
D57V3, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              5               37
  CLUS_2              1               21
  CLUS_3              1               33
  CLUS_4              2               41
D57V4, multiclass
D57V5, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              4               71
  CLUS_2              5               61
  CLUS_3              7               77
D57V6, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              4               51
  CLUS_2              4               51
  CLUS_3              8              107
D57V7, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              4               51
  CLUS_2              7               91
  CLUS_3              5               69
D57V8, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              2               24
  CLUS_2              8              126
  CLUS_3              6               61
D57V9, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              4               65
  CLUS_2              7               85
  CLUS_3              5               61
D57V10, multiclass
        clus
vv       CYP4X1 MUTATED CYP4X1 WILD-TYPE
  CLUS_1              8              122
  CLUS_2              6               71
  CLUS_3              2               18

Clustering(58) Variable = GCOM1 MUTATION ANALYSIS
D58V1, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             6              56
  CLUS_2             8              78
  CLUS_3             7              73
D58V2, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             4              52
  CLUS_2            11              74
  CLUS_3             6              81
D58V3, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             3              39
  CLUS_2             3              19
  CLUS_3             1              33
  CLUS_4             3              40
D58V4, multiclass
D58V5, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             8              67
  CLUS_2            10              56
  CLUS_3             3              81
D58V6, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             2              53
  CLUS_2             7              48
  CLUS_3            12             103
D58V7, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             4              51
  CLUS_2            11              87
  CLUS_3             6              68
D58V8, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             1              25
  CLUS_2            12             122
  CLUS_3             8              59
D58V9, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1             6              63
  CLUS_2            11              81
  CLUS_3             4              62
D58V10, multiclass
        clus
vv       GCOM1 MUTATED GCOM1 WILD-TYPE
  CLUS_1            12             118
  CLUS_2             9              68
  CLUS_3             0              20

Clustering(59) Variable = DGAT2L6 MUTATION ANALYSIS
D59V1, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                61
  CLUS_2               7                79
  CLUS_3               3                77
D59V2, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                54
  CLUS_2               6                79
  CLUS_3               3                84
D59V3, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                40
  CLUS_2               1                21
  CLUS_3               3                31
  CLUS_4               2                41
D59V4, multiclass
D59V5, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                73
  CLUS_2               2                64
  CLUS_3               7                77
D59V6, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               3                52
  CLUS_2               1                54
  CLUS_3               7               108
D59V7, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               2                53
  CLUS_2               6                92
  CLUS_3               3                71
D59V8, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                25
  CLUS_2               8               126
  CLUS_3               2                65
D59V9, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               1                68
  CLUS_2               7                85
  CLUS_3               3                63
D59V10, multiclass
        clus
vv       DGAT2L6 MUTATED DGAT2L6 WILD-TYPE
  CLUS_1               8               122
  CLUS_2               2                75
  CLUS_3               1                19

Clustering(60) Variable = EIF3D MUTATION ANALYSIS
D60V1, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             2              60
  CLUS_2             1              85
  CLUS_3             1              79
D60V2, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              55
  CLUS_2             2              83
  CLUS_3             1              86
D60V3, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              42
  CLUS_2             1              21
  CLUS_3             0              34
  CLUS_4             2              41
D60V4, multiclass
D60V5, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             1              74
  CLUS_2             1              65
  CLUS_3             2              82
D60V6, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             2              53
  CLUS_2             1              54
  CLUS_3             1             114
D60V7, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              55
  CLUS_2             3              95
  CLUS_3             1              73
D60V8, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              26
  CLUS_2             4             130
  CLUS_3             0              67
D60V9, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             0              69
  CLUS_2             3              89
  CLUS_3             1              65
D60V10, multiclass
        clus
vv       EIF3D MUTATED EIF3D WILD-TYPE
  CLUS_1             3             127
  CLUS_2             1              76
  CLUS_3             0              20

Clustering(61) Variable = B2M MUTATION ANALYSIS
D61V1, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           1            61
  CLUS_2           2            84
  CLUS_3           2            78
D61V2, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           1            55
  CLUS_2           1            84
  CLUS_3           3            84
D61V3, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           2            40
  CLUS_2           0            22
  CLUS_3           1            33
  CLUS_4           2            41
D61V4, multiclass
D61V5, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           1            74
  CLUS_2           3            63
  CLUS_3           1            83
D61V6, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           0            55
  CLUS_2           1            54
  CLUS_3           4           111
D61V7, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           3            52
  CLUS_2           0            98
  CLUS_3           2            72
D61V8, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           2            24
  CLUS_2           2           132
  CLUS_3           1            66
D61V9, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           2            67
  CLUS_2           1            91
  CLUS_3           2            64
D61V10, multiclass
        clus
vv       B2M MUTATED B2M WILD-TYPE
  CLUS_1           2           128
  CLUS_2           2            75
  CLUS_3           1            19

Clustering(62) Variable = KCNB2 MUTATION ANALYSIS
D62V1, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            18              44
  CLUS_2            12              74
  CLUS_3            22              58
D62V2, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1             5              51
  CLUS_2            24              61
  CLUS_3            23              64
D62V3, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            12              30
  CLUS_2             3              19
  CLUS_3             8              26
  CLUS_4            12              31
D62V4, multiclass
D62V5, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            13              62
  CLUS_2            16              50
  CLUS_3            23              61
D62V6, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            12              43
  CLUS_2             9              46
  CLUS_3            31              84
D62V7, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            15              40
  CLUS_2            20              78
  CLUS_3            17              57
D62V8, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1             8              18
  CLUS_2            30             104
  CLUS_3            14              53
D62V9, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            20              49
  CLUS_2            20              72
  CLUS_3            12              54
D62V10, multiclass
        clus
vv       KCNB2 MUTATED KCNB2 WILD-TYPE
  CLUS_1            30             100
  CLUS_2            17              60
  CLUS_3             5              15

Clustering(63) Variable = KIAA2022 MUTATION ANALYSIS
D63V1, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               11                 51
  CLUS_2               17                 69
  CLUS_3               16                 64
D63V2, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                8                 48
  CLUS_2               19                 66
  CLUS_3               17                 70
D63V3, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                9                 33
  CLUS_2                6                 16
  CLUS_3                4                 30
  CLUS_4                8                 35
D63V4, multiclass
D63V5, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               11                 64
  CLUS_2               17                 49
  CLUS_3               16                 68
D63V6, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               12                 43
  CLUS_2                8                 47
  CLUS_3               24                 91
D63V7, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                9                 46
  CLUS_2               23                 75
  CLUS_3               12                 62
D63V8, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1                6                 20
  CLUS_2               28                106
  CLUS_3               10                 57
D63V9, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               14                 55
  CLUS_2               20                 72
  CLUS_3               10                 56
D63V10, multiclass
        clus
vv       KIAA2022 MUTATED KIAA2022 WILD-TYPE
  CLUS_1               27                103
  CLUS_2               10                 67
  CLUS_3                7                 13

Clustering(64) Variable = C9ORF119 MUTATION ANALYSIS
D64V1, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                2                 60
  CLUS_2                1                 85
  CLUS_3                5                 75
D64V2, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                3                 53
  CLUS_2                2                 83
  CLUS_3                3                 84
D64V3, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                0                 42
  CLUS_2                0                 22
  CLUS_3                1                 33
  CLUS_4                2                 41
D64V4, multiclass
D64V5, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                4                 71
  CLUS_2                2                 64
  CLUS_3                2                 82
D64V6, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                1                 54
  CLUS_2                4                 51
  CLUS_3                3                112
D64V7, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                1                 54
  CLUS_2                2                 96
  CLUS_3                5                 69
D64V8, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                1                 25
  CLUS_2                3                131
  CLUS_3                4                 63
D64V9, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                1                 68
  CLUS_2                2                 90
  CLUS_3                5                 61
D64V10, multiclass
        clus
vv       C9ORF119 MUTATED C9ORF119 WILD-TYPE
  CLUS_1                3                127
  CLUS_2                4                 73
  CLUS_3                1                 19

Clustering(65) Variable = TUBAL3 MUTATION ANALYSIS
D65V1, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              1               61
  CLUS_2              5               81
  CLUS_3              4               76
D65V2, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              2               54
  CLUS_2              3               82
  CLUS_3              5               82
D65V3, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              1               41
  CLUS_2              1               21
  CLUS_3              2               32
  CLUS_4              3               40
D65V4, multiclass
D65V5, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              3               72
  CLUS_2              4               62
  CLUS_3              3               81
D65V6, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              1               54
  CLUS_2              2               53
  CLUS_3              7              108
D65V7, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              3               52
  CLUS_2              4               94
  CLUS_3              3               71
D65V8, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              0               26
  CLUS_2              6              128
  CLUS_3              4               63
D65V9, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              4               65
  CLUS_2              4               88
  CLUS_3              2               64
D65V10, multiclass
        clus
vv       TUBAL3 MUTATED TUBAL3 WILD-TYPE
  CLUS_1              5              125
  CLUS_2              4               73
  CLUS_3              1               19

Clustering(66) Variable = NUDT4 MUTATION ANALYSIS
D66V1, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             2              60
  CLUS_2             1              85
  CLUS_3             2              78
D66V2, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             0              56
  CLUS_2             3              82
  CLUS_3             2              85
D66V3, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             3              39
  CLUS_2             0              22
  CLUS_3             0              34
  CLUS_4             2              41
D66V4, multiclass
D66V5, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             2              73
  CLUS_2             1              65
  CLUS_3             2              82
D66V6, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             2              53
  CLUS_2             1              54
  CLUS_3             2             113
D66V7, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             2              53
  CLUS_2             1              97
  CLUS_3             2              72
D66V8, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             1              25
  CLUS_2             2             132
  CLUS_3             2              65
D66V9, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             3              66
  CLUS_2             1              91
  CLUS_3             1              65
D66V10, multiclass
        clus
vv       NUDT4 MUTATED NUDT4 WILD-TYPE
  CLUS_1             2             128
  CLUS_2             2              75
  CLUS_3             1              19

Clustering(67) Variable = C2 MUTATION ANALYSIS
D67V1, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          2           60
  CLUS_2          2           84
  CLUS_3          8           72
D67V2, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          1           55
  CLUS_2          4           81
  CLUS_3          7           80
D67V3, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          3           39
  CLUS_2          3           19
  CLUS_3          1           33
  CLUS_4          0           43
D67V4, multiclass
D67V5, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          2           73
  CLUS_2          7           59
  CLUS_3          3           81
D67V6, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          2           53
  CLUS_2          2           53
  CLUS_3          8          107
D67V7, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          1           54
  CLUS_2          6           92
  CLUS_3          5           69
D67V8, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          0           26
  CLUS_2          7          127
  CLUS_3          5           62
D67V9, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          1           68
  CLUS_2          6           86
  CLUS_3          5           61
D67V10, multiclass
        clus
vv       C2 MUTATED C2 WILD-TYPE
  CLUS_1          7          123
  CLUS_2          5           72
  CLUS_3          0           20

Clustering(68) Variable = KIAA1486 MUTATION ANALYSIS
D68V1, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                6                 56
  CLUS_2                7                 79
  CLUS_3               12                 68
D68V2, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                2                 54
  CLUS_2                9                 76
  CLUS_3               14                 73
D68V3, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                8                 34
  CLUS_2                3                 19
  CLUS_3                3                 31
  CLUS_4                5                 38
D68V4, multiclass
D68V5, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                6                 69
  CLUS_2               10                 56
  CLUS_3                9                 75
D68V6, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                5                 50
  CLUS_2                5                 50
  CLUS_3               15                100
D68V7, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                9                 46
  CLUS_2                9                 89
  CLUS_3                7                 67
D68V8, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                3                 23
  CLUS_2               15                119
  CLUS_3                7                 60
D68V9, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1                7                 62
  CLUS_2               10                 82
  CLUS_3                8                 58
D68V10, multiclass
        clus
vv       KIAA1486 MUTATED KIAA1486 WILD-TYPE
  CLUS_1               15                115
  CLUS_2                9                 68
  CLUS_3                1                 19

Clustering(69) Variable = APCS MUTATION ANALYSIS
D69V1, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            3             59
  CLUS_2            4             82
  CLUS_3            4             76
D69V2, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            4             52
  CLUS_2            6             79
  CLUS_3            1             86
D69V3, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            3             39
  CLUS_2            0             22
  CLUS_3            3             31
  CLUS_4            1             42
D69V4, multiclass
D69V5, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            5             70
  CLUS_2            2             64
  CLUS_3            4             80
D69V6, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            2             53
  CLUS_2            5             50
  CLUS_3            4            111
D69V7, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            3             52
  CLUS_2            4             94
  CLUS_3            4             70
D69V8, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            2             24
  CLUS_2            4            130
  CLUS_3            5             62
D69V9, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            5             64
  CLUS_2            3             89
  CLUS_3            3             63
D69V10, multiclass
        clus
vv       APCS MUTATED APCS WILD-TYPE
  CLUS_1            5            125
  CLUS_2            5             72
  CLUS_3            1             19

Clustering(70) Variable = SIRPB1 MUTATION ANALYSIS
D70V1, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              3               59
  CLUS_2              5               81
  CLUS_3             10               70
D70V2, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              3               53
  CLUS_2              8               77
  CLUS_3              7               80
D70V3, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              6               36
  CLUS_2              1               21
  CLUS_3              1               33
  CLUS_4              6               37
D70V4, multiclass
D70V5, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              5               70
  CLUS_2             10               56
  CLUS_3              3               81
D70V6, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              1               54
  CLUS_2              5               50
  CLUS_3             12              103
D70V7, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              5               50
  CLUS_2              6               92
  CLUS_3              7               67
D70V8, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              2               24
  CLUS_2              7              127
  CLUS_3              9               58
D70V9, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              7               62
  CLUS_2              6               86
  CLUS_3              5               61
D70V10, multiclass
        clus
vv       SIRPB1 MUTATED SIRPB1 WILD-TYPE
  CLUS_1              7              123
  CLUS_2              9               68
  CLUS_3              2               18

Clustering(71) Variable = CYP7B1 MUTATION ANALYSIS
D71V1, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              3               59
  CLUS_2              3               83
  CLUS_3             12               68
D71V2, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              3               53
  CLUS_2              6               79
  CLUS_3              9               78
D71V3, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              3               39
  CLUS_2              1               21
  CLUS_3              1               33
  CLUS_4              5               38
D71V4, multiclass
D71V5, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              7               68
  CLUS_2              7               59
  CLUS_3              4               80
D71V6, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              4               51
  CLUS_2              5               50
  CLUS_3              9              106
D71V7, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              5               50
  CLUS_2              5               93
  CLUS_3              8               66
D71V8, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              3               23
  CLUS_2              9              125
  CLUS_3              6               61
D71V9, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1              7               62
  CLUS_2              4               88
  CLUS_3              7               59
D71V10, multiclass
        clus
vv       CYP7B1 MUTATED CYP7B1 WILD-TYPE
  CLUS_1             10              120
  CLUS_2              6               71
  CLUS_3              2               18

Clustering(72) Variable = SGCZ MUTATION ANALYSIS
D72V1, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            6             56
  CLUS_2            6             80
  CLUS_3           10             70
D72V2, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            3             53
  CLUS_2           10             75
  CLUS_3            9             78
D72V3, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            3             39
  CLUS_2            3             19
  CLUS_3            3             31
  CLUS_4            4             39
D72V4, multiclass
D72V5, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            9             66
  CLUS_2            6             60
  CLUS_3            7             77
D72V6, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            2             53
  CLUS_2            8             47
  CLUS_3           12            103
D72V7, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            4             51
  CLUS_2           10             88
  CLUS_3            8             66
D72V8, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            3             23
  CLUS_2           13            121
  CLUS_3            6             61
D72V9, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1            3             66
  CLUS_2           10             82
  CLUS_3            9             57
D72V10, multiclass
        clus
vv       SGCZ MUTATED SGCZ WILD-TYPE
  CLUS_1           12            118
  CLUS_2            7             70
  CLUS_3            3             17

Clustering(73) Variable = PDE1A MUTATION ANALYSIS
D73V1, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             6              56
  CLUS_2            13              73
  CLUS_3            13              67
D73V2, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             7              49
  CLUS_2            13              72
  CLUS_3            12              75
D73V3, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             6              36
  CLUS_2             6              16
  CLUS_3             4              30
  CLUS_4             8              35
D73V4, multiclass
D73V5, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             5              70
  CLUS_2            14              52
  CLUS_3            13              71
D73V6, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             8              47
  CLUS_2             4              51
  CLUS_3            20              95
D73V7, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             6              49
  CLUS_2            17              81
  CLUS_3             9              65
D73V8, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             3              23
  CLUS_2            23             111
  CLUS_3             6              61
D73V9, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             5              64
  CLUS_2            18              74
  CLUS_3             9              57
D73V10, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1            23             107
  CLUS_2             6              71
  CLUS_3             3              17

Clustering(74) Variable = CYP4Z1 MUTATION ANALYSIS
D74V1, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              7               55
  CLUS_2              5               81
  CLUS_3              7               73
D74V2, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              6               50
  CLUS_2             10               75
  CLUS_3              3               84
D74V3, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              1               41
  CLUS_2              3               19
  CLUS_3              4               30
  CLUS_4              6               37
D74V4, multiclass
D74V5, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              9               66
  CLUS_2              6               60
  CLUS_3              4               80
D74V6, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              1               54
  CLUS_2              8               47
  CLUS_3             10              105
D74V7, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              5               50
  CLUS_2              8               90
  CLUS_3              6               68
D74V8, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              3               23
  CLUS_2             11              123
  CLUS_3              5               62
D74V9, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1              5               64
  CLUS_2              8               84
  CLUS_3              6               60
D74V10, multiclass
        clus
vv       CYP4Z1 MUTATED CYP4Z1 WILD-TYPE
  CLUS_1             10              120
  CLUS_2              6               71
  CLUS_3              3               17

Clustering(75) Variable = FAM113B MUTATION ANALYSIS
D75V1, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               5                57
  CLUS_2               6                80
  CLUS_3               9                71
D75V2, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               5                51
  CLUS_2               5                80
  CLUS_3              10                77
D75V3, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               1                41
  CLUS_2               3                19
  CLUS_3               4                30
  CLUS_4               7                36
D75V4, multiclass
D75V5, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               4                71
  CLUS_2               9                57
  CLUS_3               7                77
D75V6, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               3                52
  CLUS_2               3                52
  CLUS_3              14               101
D75V7, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               7                48
  CLUS_2               9                89
  CLUS_3               4                70
D75V8, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               1                25
  CLUS_2              13               121
  CLUS_3               6                61
D75V9, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1               6                63
  CLUS_2              11                81
  CLUS_3               3                63
D75V10, multiclass
        clus
vv       FAM113B MUTATED FAM113B WILD-TYPE
  CLUS_1              13               117
  CLUS_2               7                70
  CLUS_3               0                20

Clustering(76) Variable = SLC10A2 MUTATION ANALYSIS
D76V1, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               4                58
  CLUS_2               8                78
  CLUS_3               8                72
D76V2, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               2                54
  CLUS_2              11                74
  CLUS_3               7                80
D76V3, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               5                37
  CLUS_2               1                21
  CLUS_3               2                32
  CLUS_4               4                39
D76V4, multiclass
D76V5, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               3                72
  CLUS_2               8                58
  CLUS_3               9                75
D76V6, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               6                49
  CLUS_2               3                52
  CLUS_3              11               104
D76V7, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               7                48
  CLUS_2               8                90
  CLUS_3               5                69
D76V8, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               5                21
  CLUS_2              11               123
  CLUS_3               4                63
D76V9, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1               9                60
  CLUS_2               6                86
  CLUS_3               5                61
D76V10, multiclass
        clus
vv       SLC10A2 MUTATED SLC10A2 WILD-TYPE
  CLUS_1              11               119
  CLUS_2               5                72
  CLUS_3               4                16

Clustering(77) Variable = CX3CL1 MUTATION ANALYSIS
D77V1, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              1               61
  CLUS_2              2               84
  CLUS_3              1               79
D77V2, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              1               55
  CLUS_2              3               82
  CLUS_3              0               87
D77V3, multiclass
[1] "Remove cluster labels:" "CX3CL1 MUTATED"        
clus
  CX3CL1 MUTATED CX3CL1 WILD-TYPE 
               2              139 
      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-A29V       TCGA-EE-A29W       TCGA-EE-A2A0       TCGA-EE-A2A2 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2A6       TCGA-EE-A2GC       TCGA-EE-A2GH       TCGA-EE-A2GI 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GK       TCGA-EE-A2GL       TCGA-EE-A2GP       TCGA-EE-A2GR 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GS       TCGA-EE-A2GT       TCGA-EE-A2GU       TCGA-EE-A2M5 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2M6       TCGA-EE-A2M8       TCGA-EE-A2MC       TCGA-EE-A2MD 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MI       TCGA-EE-A2MJ       TCGA-EE-A2MK       TCGA-EE-A2ML 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MM       TCGA-EE-A2MN       TCGA-EE-A2MP       TCGA-EE-A2MR 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MS       TCGA-EE-A2MT       TCGA-EE-A2MU       TCGA-EE-A3AA 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3AB       TCGA-EE-A3AC       TCGA-EE-A3AE       TCGA-EE-A3AF 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3AG       TCGA-ER-A193       TCGA-ER-A195       TCGA-ER-A197 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A198       TCGA-ER-A199       TCGA-ER-A19A       TCGA-ER-A19B 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19C       TCGA-ER-A19D       TCGA-ER-A19E       TCGA-ER-A19F 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19G       TCGA-ER-A19H       TCGA-ER-A19J       TCGA-ER-A19L 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19N       TCGA-ER-A19O       TCGA-ER-A19P       TCGA-ER-A19Q 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19S       TCGA-ER-A1A1       TCGA-ER-A2NC       TCGA-ER-A2ND 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A2NE       TCGA-ER-A2NG       TCGA-ER-A2NH       TCGA-FS-A1YW 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1Z3       TCGA-FS-A1Z4       TCGA-FS-A1ZA       TCGA-FS-A1ZC 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZD       TCGA-FS-A1ZG       TCGA-FS-A1ZH       TCGA-FS-A1ZK 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZM       TCGA-FS-A1ZP       TCGA-FS-A1ZQ       TCGA-FS-A1ZT 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZU       TCGA-FS-A1ZZ       TCGA-GN-A261       TCGA-GN-A262 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A264       TCGA-GN-A265       TCGA-GN-A266       TCGA-GN-A267 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A268       TCGA-GN-A26A       TCGA-GN-A26D 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
D77V4, multiclass
[1] "Remove cluster labels:" "CX3CL1 MUTATED"        
clus
  CX3CL1 MUTATED CX3CL1 WILD-TYPE 
               2              139 
      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-A29V       TCGA-EE-A29W       TCGA-EE-A2A0       TCGA-EE-A2A2 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2A6       TCGA-EE-A2GC       TCGA-EE-A2GH       TCGA-EE-A2GI 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GK       TCGA-EE-A2GL       TCGA-EE-A2GP       TCGA-EE-A2GR 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2GS       TCGA-EE-A2GT       TCGA-EE-A2GU       TCGA-EE-A2M5 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2M6       TCGA-EE-A2M8       TCGA-EE-A2MC       TCGA-EE-A2MD 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MI       TCGA-EE-A2MJ       TCGA-EE-A2MK       TCGA-EE-A2ML 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MM       TCGA-EE-A2MN       TCGA-EE-A2MP       TCGA-EE-A2MR 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A2MS       TCGA-EE-A2MT       TCGA-EE-A2MU       TCGA-EE-A3AA 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3AB       TCGA-EE-A3AC       TCGA-EE-A3AE       TCGA-EE-A3AF 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-EE-A3AG       TCGA-ER-A193       TCGA-ER-A195       TCGA-ER-A197 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A198       TCGA-ER-A199       TCGA-ER-A19A       TCGA-ER-A19B 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19C       TCGA-ER-A19D       TCGA-ER-A19E       TCGA-ER-A19F 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19G       TCGA-ER-A19H       TCGA-ER-A19J       TCGA-ER-A19L 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19N       TCGA-ER-A19O       TCGA-ER-A19P       TCGA-ER-A19Q 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A19S       TCGA-ER-A1A1       TCGA-ER-A2NC       TCGA-ER-A2ND 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-ER-A2NE       TCGA-ER-A2NG       TCGA-ER-A2NH       TCGA-FS-A1YW 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1Z3       TCGA-FS-A1Z4       TCGA-FS-A1ZA       TCGA-FS-A1ZC 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZD       TCGA-FS-A1ZG       TCGA-FS-A1ZH       TCGA-FS-A1ZK 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZM       TCGA-FS-A1ZP       TCGA-FS-A1ZQ       TCGA-FS-A1ZT 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-FS-A1ZU       TCGA-FS-A1ZZ       TCGA-GN-A261       TCGA-GN-A262 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A264       TCGA-GN-A265       TCGA-GN-A266       TCGA-GN-A267 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
      TCGA-GN-A268       TCGA-GN-A26A       TCGA-GN-A26D 
"CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" "CX3CL1 WILD-TYPE" 
D77V5, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              1               74
  CLUS_2              1               65
  CLUS_3              2               82
D77V6, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              2               53
  CLUS_2              0               55
  CLUS_3              2              113
D77V7, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              0               55
  CLUS_2              4               94
  CLUS_3              0               74
D77V8, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              0               26
  CLUS_2              4              130
  CLUS_3              0               67
D77V9, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              1               68
  CLUS_2              3               89
  CLUS_3              0               66
D77V10, multiclass
        clus
vv       CX3CL1 MUTATED CX3CL1 WILD-TYPE
  CLUS_1              4              126
  CLUS_2              0               77
  CLUS_3              0               20

Clustering(78) Variable = C2ORF39 MUTATION ANALYSIS
D78V1, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               1                61
  CLUS_2               6                80
  CLUS_3               2                78
D78V2, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               3                53
  CLUS_2               5                80
  CLUS_3               1                86
D78V3, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               1                41
  CLUS_2               1                21
  CLUS_3               2                32
  CLUS_4               3                40
D78V4, multiclass
D78V5, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               2                73
  CLUS_2               0                66
  CLUS_3               7                77
D78V6, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               6                49
  CLUS_2               1                54
  CLUS_3               2               113
D78V7, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               1                54
  CLUS_2               6                92
  CLUS_3               2                72
D78V8, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               1                25
  CLUS_2               6               128
  CLUS_3               2                65
D78V9, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               2                67
  CLUS_2               4                88
  CLUS_3               3                63
D78V10, multiclass
        clus
vv       C2ORF39 MUTATED C2ORF39 WILD-TYPE
  CLUS_1               6               124
  CLUS_2               2                75
  CLUS_3               1                19

Clustering(79) Variable = IGF2BP3 MUTATION ANALYSIS
D79V1, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               1                61
  CLUS_2               2                84
  CLUS_3               3                77
D79V2, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               2                54
  CLUS_2               2                83
  CLUS_3               2                85
D79V3, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               1                41
  CLUS_2               1                21
  CLUS_3               0                34
  CLUS_4               1                42
D79V4, multiclass
D79V5, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               1                74
  CLUS_2               3                63
  CLUS_3               2                82
D79V6, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               1                54
  CLUS_2               1                54
  CLUS_3               4               111
D79V7, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               2                53
  CLUS_2               4                94
  CLUS_3               0                74
D79V8, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               0                26
  CLUS_2               5               129
  CLUS_3               1                66
D79V9, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               2                67
  CLUS_2               4                88
  CLUS_3               0                66
D79V10, multiclass
        clus
vv       IGF2BP3 MUTATED IGF2BP3 WILD-TYPE
  CLUS_1               5               125
  CLUS_2               1                76
  CLUS_3               0                20

Clustering(80) Variable = SLC9A11 MUTATION ANALYSIS
D80V1, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1              11                51
  CLUS_2               8                78
  CLUS_3              17                63
D80V2, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1               5                51
  CLUS_2              19                66
  CLUS_3              12                75
D80V3, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1               7                35
  CLUS_2               3                19
  CLUS_3               5                29
  CLUS_4              11                32
D80V4, multiclass
D80V5, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1              10                65
  CLUS_2              13                53
  CLUS_3              13                71
D80V6, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1              10                45
  CLUS_2               9                46
  CLUS_3              17                98
D80V7, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1              14                41
  CLUS_2              14                84
  CLUS_3               8                66
D80V8, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1               6                20
  CLUS_2              19               115
  CLUS_3              11                56
D80V9, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1              16                53
  CLUS_2              13                79
  CLUS_3               7                59
D80V10, multiclass
        clus
vv       SLC9A11 MUTATED SLC9A11 WILD-TYPE
  CLUS_1              20               110
  CLUS_2              12                65
  CLUS_3               4                16

Clustering(81) Variable = HRNR MUTATION ANALYSIS
D81V1, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           11             51
  CLUS_2           19             67
  CLUS_3           18             62
D81V2, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           10             46
  CLUS_2           21             64
  CLUS_3           17             70
D81V3, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1            8             34
  CLUS_2            6             16
  CLUS_3            6             28
  CLUS_4           11             32
D81V4, multiclass
D81V5, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           15             60
  CLUS_2           15             51
  CLUS_3           18             66
D81V6, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1            9             46
  CLUS_2           12             43
  CLUS_3           27             88
D81V7, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           16             39
  CLUS_2           21             77
  CLUS_3           11             63
D81V8, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1            8             18
  CLUS_2           27            107
  CLUS_3           13             54
D81V9, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           19             50
  CLUS_2           20             72
  CLUS_3            9             57
D81V10, multiclass
        clus
vv       HRNR MUTATED HRNR WILD-TYPE
  CLUS_1           28            102
  CLUS_2           15             62
  CLUS_3            5             15

Clustering(82) Variable = FIGLA MUTATION ANALYSIS
D82V1, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              62
  CLUS_2             2              84
  CLUS_3             1              79
D82V2, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              56
  CLUS_2             2              83
  CLUS_3             1              86
D82V3, multiclass
[1] "Remove cluster labels:" "FIGLA MUTATED"         
clus
  FIGLA MUTATED FIGLA WILD-TYPE 
              1             140 
     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-A29V      TCGA-EE-A29W      TCGA-EE-A2A0      TCGA-EE-A2A2 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2A6      TCGA-EE-A2GC      TCGA-EE-A2GH      TCGA-EE-A2GI 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GK      TCGA-EE-A2GL      TCGA-EE-A2GP      TCGA-EE-A2GR 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GS      TCGA-EE-A2GT      TCGA-EE-A2GU      TCGA-EE-A2M5 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2M6      TCGA-EE-A2M8      TCGA-EE-A2MC      TCGA-EE-A2MD 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MI      TCGA-EE-A2MJ      TCGA-EE-A2MK      TCGA-EE-A2ML 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MM      TCGA-EE-A2MN      TCGA-EE-A2MP      TCGA-EE-A2MR 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MS      TCGA-EE-A2MT      TCGA-EE-A2MU      TCGA-EE-A3AA 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3AB      TCGA-EE-A3AC      TCGA-EE-A3AD      TCGA-EE-A3AE 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3AF      TCGA-EE-A3AG      TCGA-ER-A193      TCGA-ER-A195 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A197      TCGA-ER-A198      TCGA-ER-A199      TCGA-ER-A19A 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19B      TCGA-ER-A19C      TCGA-ER-A19D      TCGA-ER-A19E 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19G      TCGA-ER-A19H      TCGA-ER-A19J      TCGA-ER-A19L 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19N      TCGA-ER-A19O      TCGA-ER-A19P      TCGA-ER-A19Q 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19S      TCGA-ER-A1A1      TCGA-ER-A2NC      TCGA-ER-A2ND 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A2NE      TCGA-ER-A2NG      TCGA-ER-A2NH      TCGA-FS-A1YW 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1Z0      TCGA-FS-A1Z3      TCGA-FS-A1Z4      TCGA-FS-A1ZA 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZC      TCGA-FS-A1ZD      TCGA-FS-A1ZG      TCGA-FS-A1ZH 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZK      TCGA-FS-A1ZM      TCGA-FS-A1ZP      TCGA-FS-A1ZQ 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZT      TCGA-FS-A1ZU      TCGA-FS-A1ZZ      TCGA-GN-A261 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-GN-A262      TCGA-GN-A264      TCGA-GN-A265      TCGA-GN-A266 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-GN-A267      TCGA-GN-A268      TCGA-GN-A26A      TCGA-GN-A26D 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
D82V4, multiclass
[1] "Remove cluster labels:" "FIGLA MUTATED"         
clus
  FIGLA MUTATED FIGLA WILD-TYPE 
              1             140 
     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-A29V      TCGA-EE-A29W      TCGA-EE-A2A0      TCGA-EE-A2A2 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2A6      TCGA-EE-A2GC      TCGA-EE-A2GH      TCGA-EE-A2GI 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GK      TCGA-EE-A2GL      TCGA-EE-A2GP      TCGA-EE-A2GR 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2GS      TCGA-EE-A2GT      TCGA-EE-A2GU      TCGA-EE-A2M5 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2M6      TCGA-EE-A2M8      TCGA-EE-A2MC      TCGA-EE-A2MD 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MI      TCGA-EE-A2MJ      TCGA-EE-A2MK      TCGA-EE-A2ML 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MM      TCGA-EE-A2MN      TCGA-EE-A2MP      TCGA-EE-A2MR 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A2MS      TCGA-EE-A2MT      TCGA-EE-A2MU      TCGA-EE-A3AA 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3AB      TCGA-EE-A3AC      TCGA-EE-A3AD      TCGA-EE-A3AE 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-EE-A3AF      TCGA-EE-A3AG      TCGA-ER-A193      TCGA-ER-A195 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A197      TCGA-ER-A198      TCGA-ER-A199      TCGA-ER-A19A 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19B      TCGA-ER-A19C      TCGA-ER-A19D      TCGA-ER-A19E 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19G      TCGA-ER-A19H      TCGA-ER-A19J      TCGA-ER-A19L 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19N      TCGA-ER-A19O      TCGA-ER-A19P      TCGA-ER-A19Q 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A19S      TCGA-ER-A1A1      TCGA-ER-A2NC      TCGA-ER-A2ND 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-ER-A2NE      TCGA-ER-A2NG      TCGA-ER-A2NH      TCGA-FS-A1YW 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1Z0      TCGA-FS-A1Z3      TCGA-FS-A1Z4      TCGA-FS-A1ZA 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZC      TCGA-FS-A1ZD      TCGA-FS-A1ZG      TCGA-FS-A1ZH 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZK      TCGA-FS-A1ZM      TCGA-FS-A1ZP      TCGA-FS-A1ZQ 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-FS-A1ZT      TCGA-FS-A1ZU      TCGA-FS-A1ZZ      TCGA-GN-A261 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-GN-A262      TCGA-GN-A264      TCGA-GN-A265      TCGA-GN-A266 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
     TCGA-GN-A267      TCGA-GN-A268      TCGA-GN-A26A      TCGA-GN-A26D 
"FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" "FIGLA WILD-TYPE" 
D82V5, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              75
  CLUS_2             1              65
  CLUS_3             2              82
D82V6, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              55
  CLUS_2             0              55
  CLUS_3             3             112
D82V7, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             1              54
  CLUS_2             2              96
  CLUS_3             0              74
D82V8, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              26
  CLUS_2             3             131
  CLUS_3             0              67
D82V9, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             0              69
  CLUS_2             3              89
  CLUS_3             0              66
D82V10, multiclass
        clus
vv       FIGLA MUTATED FIGLA WILD-TYPE
  CLUS_1             3             127
  CLUS_2             0              77
  CLUS_3             0              20

Clustering(83) Variable = DDX3X MUTATION ANALYSIS
D83V1, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             6              56
  CLUS_2             4              82
  CLUS_3             8              72
D83V2, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             5              51
  CLUS_2             6              79
  CLUS_3             7              80
D83V3, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             6              36
  CLUS_2             2              20
  CLUS_3             3              31
  CLUS_4             1              42
D83V4, multiclass
D83V5, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             5              70
  CLUS_2             7              59
  CLUS_3             6              78
D83V6, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              51
  CLUS_2             5              50
  CLUS_3             9             106
D83V7, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              51
  CLUS_2             9              89
  CLUS_3             5              69
D83V8, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              22
  CLUS_2            11             123
  CLUS_3             3              64
D83V9, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1             4              65
  CLUS_2             8              84
  CLUS_3             6              60
D83V10, multiclass
        clus
vv       DDX3X MUTATED DDX3X WILD-TYPE
  CLUS_1            12             118
  CLUS_2             4              73
  CLUS_3             2              18

Clustering(84) Variable = TRHDE MUTATION ANALYSIS
D84V1, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             8              54
  CLUS_2            15              71
  CLUS_3            18              62
D84V2, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             7              49
  CLUS_2            17              68
  CLUS_3            17              70
D84V3, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            11              31
  CLUS_2             4              18
  CLUS_3             6              28
  CLUS_4             9              34
D84V4, multiclass
D84V5, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            11              64
  CLUS_2            13              53
  CLUS_3            17              67
D84V6, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             9              46
  CLUS_2             9              46
  CLUS_3            23              92
D84V7, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             9              46
  CLUS_2            20              78
  CLUS_3            12              62
D84V8, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             3              23
  CLUS_2            24             110
  CLUS_3            14              53
D84V9, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            15              54
  CLUS_2            18              74
  CLUS_3             8              58
D84V10, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            25             105
  CLUS_2            15              62
  CLUS_3             1              19

Clustering(85) Variable = SPTLC3 MUTATION ANALYSIS
D85V1, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              4               58
  CLUS_2              5               81
  CLUS_3              8               72
D85V2, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              4               52
  CLUS_2              9               76
  CLUS_3              4               83
D85V3, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              2               40
  CLUS_2              2               20
  CLUS_3              2               32
  CLUS_4              6               37
D85V4, multiclass
D85V5, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              4               71
  CLUS_2             11               55
  CLUS_3              2               82
D85V6, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              2               53
  CLUS_2              4               51
  CLUS_3             11              104
D85V7, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              2               53
  CLUS_2             10               88
  CLUS_3              5               69
D85V8, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              1               25
  CLUS_2             13              121
  CLUS_3              3               64
D85V9, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              3               66
  CLUS_2              9               83
  CLUS_3              5               61
D85V10, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1             13              117
  CLUS_2              3               74
  CLUS_3              1               19

Clustering(86) Variable = ACD MUTATION ANALYSIS
D86V1, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           4            58
  CLUS_2           2            84
  CLUS_3           3            77
D86V2, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           3            53
  CLUS_2           3            82
  CLUS_3           3            84
D86V3, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           4            38
  CLUS_2           1            21
  CLUS_3           1            33
  CLUS_4           1            42
D86V4, multiclass
D86V5, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           5            70
  CLUS_2           2            64
  CLUS_3           2            82
D86V6, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           0            55
  CLUS_2           4            51
  CLUS_3           5           110
D86V7, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           4            51
  CLUS_2           1            97
  CLUS_3           4            70
D86V8, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           0            26
  CLUS_2           3           131
  CLUS_3           6            61
D86V9, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           4            65
  CLUS_2           2            90
  CLUS_3           3            63
D86V10, multiclass
        clus
vv       ACD MUTATED ACD WILD-TYPE
  CLUS_1           3           127
  CLUS_2           6            71
  CLUS_3           0            20

Clustering(87) Variable = ARL16 MUTATION ANALYSIS
D87V1, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             1              61
  CLUS_2             4              82
  CLUS_3             2              78
D87V2, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             3              53
  CLUS_2             3              82
  CLUS_3             1              86
D87V3, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             0              42
  CLUS_2             1              21
  CLUS_3             0              34
  CLUS_4             3              40
D87V4, multiclass
D87V5, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             3              72
  CLUS_2             3              63
  CLUS_3             1              83
D87V6, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             1              54
  CLUS_2             2              53
  CLUS_3             4             111
D87V7, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             2              53
  CLUS_2             3              95
  CLUS_3             2              72
D87V8, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             1              25
  CLUS_2             4             130
  CLUS_3             2              65
D87V9, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             4              65
  CLUS_2             1              91
  CLUS_3             2              64
D87V10, multiclass
        clus
vv       ARL16 MUTATED ARL16 WILD-TYPE
  CLUS_1             4             126
  CLUS_2             2              75
  CLUS_3             1              19

Clustering(88) Variable = PHGDH MUTATION ANALYSIS
D88V1, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             1              61
  CLUS_2             3              83
  CLUS_3             5              75
D88V2, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              54
  CLUS_2             4              81
  CLUS_3             3              84
D88V3, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              40
  CLUS_2             1              21
  CLUS_3             2              32
  CLUS_4             2              41
D88V4, multiclass
D88V5, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              73
  CLUS_2             3              63
  CLUS_3             4              80
D88V6, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             1              54
  CLUS_2             2              53
  CLUS_3             6             109
D88V7, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             3              52
  CLUS_2             3              95
  CLUS_3             3              71
D88V8, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              24
  CLUS_2             4             130
  CLUS_3             3              64
D88V9, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             3              66
  CLUS_2             4              88
  CLUS_3             2              64
D88V10, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             4             126
  CLUS_2             4              73
  CLUS_3             1              19

Clustering(89) Variable = DNER MUTATION ANALYSIS
D89V1, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            5             57
  CLUS_2            4             82
  CLUS_3           13             67
D89V2, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            4             52
  CLUS_2            7             78
  CLUS_3           11             76
D89V3, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            4             38
  CLUS_2            3             19
  CLUS_3            2             32
  CLUS_4            4             39
D89V4, multiclass
D89V5, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            8             67
  CLUS_2            7             59
  CLUS_3            7             77
D89V6, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            4             51
  CLUS_2            4             51
  CLUS_3           14            101
D89V7, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            4             51
  CLUS_2            8             90
  CLUS_3           10             64
D89V8, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            1             25
  CLUS_2           13            121
  CLUS_3            8             59
D89V9, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1            4             65
  CLUS_2            8             84
  CLUS_3           10             56
D89V10, multiclass
        clus
vv       DNER MUTATED DNER WILD-TYPE
  CLUS_1           12            118
  CLUS_2           10             67
  CLUS_3            0             20
                           V1                            V2 
                    "CN_CNMF"            "METHLYATION_CNMF" 
                           V3                            V4 
                  "RPPA_CNMF"          "RPPA_CHIERARCHICAL" 
                           V5                            V6 
               "MRNASEQ_CNMF"       "MRNASEQ_CHIERARCHICAL" 
                           V7                            V8 
                "MIRSEQ_CNMF"        "MIRSEQ_CHIERARCHICAL" 
                           V9                           V10 
         "MIRSEQ_MATURE_CNMF" "MIRSEQ_MATURE_CHIERARCHICAL" 
> q(save="no")
