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

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> source("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Cluster_mutation_onlysig.3.4048/Clusters2ClinicalAnalysis_nozzle_onlysig.R")
> result <- main("/xchip/tcga/gdac_prod/applications/tcga-gdac-genepattern/gp-3.2.4-9272/Tomcat/../../taskLib/Correlate_Cluster_mutation_onlysig.3.4048/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-iD=/xchip/cga/gdac-prod/tcga-gdac-genepattern/jobResults/399380/SKCM-Regional_LN.mutsig.cluster.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_MergedClusteringPipeline/SKCM-Regional_LN/3157616/1.GDAC_mergedClustering.Finished/SKCM-Regional_LN.transferedmergedcluster.txt", "-fF=ALL", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=SKCM-Regional_LN", "-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-Regional_LN"
[1] "opt"        "-OP=MUTSIG"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"    "MUTSIG"
[1] "dx" ""  

nPatients in clinical file=116, in cluster file=105, common to both=105
[1]  74 105
[1] "BRAF MUTATION ANALYSIS"
[1] 3
  BRAF MUTATED BRAF WILD-TYPE 
            59             46 
  BRAF MUTATED BRAF WILD-TYPE 
            59             46 
[1] "CDKN2A MUTATION ANALYSIS"
[1] 3
  CDKN2A MUTATED CDKN2A WILD-TYPE 
              16               89 
  CDKN2A MUTATED CDKN2A WILD-TYPE 
              16               89 
[1] "NRAS MUTATION ANALYSIS"
[1] 3
  NRAS MUTATED NRAS WILD-TYPE 
            29             76 
  NRAS MUTATED NRAS WILD-TYPE 
            29             76 
[1] "STK19 MUTATION ANALYSIS"
[1] 3
  STK19 MUTATED STK19 WILD-TYPE 
              7              98 
  STK19 MUTATED STK19 WILD-TYPE 
              7              98 
[1] "TTN MUTATION ANALYSIS"
[1] 3
  TTN MUTATED TTN WILD-TYPE 
           83            22 
  TTN MUTATED TTN WILD-TYPE 
           83            22 
[1] "TP53 MUTATION ANALYSIS"
[1] 3
  TP53 MUTATED TP53 WILD-TYPE 
            18             87 
  TP53 MUTATED TP53 WILD-TYPE 
            18             87 
[1] "PTEN MUTATION ANALYSIS"
[1] 3
  PTEN MUTATED PTEN WILD-TYPE 
            11             94 
  PTEN MUTATED PTEN WILD-TYPE 
            11             94 
[1] "TPTE MUTATION ANALYSIS"
[1] 3
  TPTE MUTATED TPTE WILD-TYPE 
            29             76 
  TPTE MUTATED TPTE WILD-TYPE 
            29             76 
[1] "PRB4 MUTATION ANALYSIS"
[1] 3
  PRB4 MUTATED PRB4 WILD-TYPE 
            15             90 
  PRB4 MUTATED PRB4 WILD-TYPE 
            15             90 
[1] "CDH9 MUTATION ANALYSIS"
[1] 3
  CDH9 MUTATED CDH9 WILD-TYPE 
            22             83 
  CDH9 MUTATED CDH9 WILD-TYPE 
            22             83 
[1] "SERPINB4 MUTATION ANALYSIS"
[1] 3
  SERPINB4 MUTATED SERPINB4 WILD-TYPE 
                17                 88 
  SERPINB4 MUTATED SERPINB4 WILD-TYPE 
                17                 88 
[1] "PRB2 MUTATION ANALYSIS"
[1] 3
  PRB2 MUTATED PRB2 WILD-TYPE 
            19             86 
  PRB2 MUTATED PRB2 WILD-TYPE 
            19             86 
[1] "TCEB3C MUTATION ANALYSIS"
[1] 3
  TCEB3C MUTATED TCEB3C WILD-TYPE 
              14               91 
  TCEB3C MUTATED TCEB3C WILD-TYPE 
              14               91 
[1] "ADH1C MUTATION ANALYSIS"
[1] 3
  ADH1C MUTATED ADH1C WILD-TYPE 
             17              88 
  ADH1C MUTATED ADH1C WILD-TYPE 
             17              88 
[1] "C15ORF23 MUTATION ANALYSIS"
[1] 3
  C15ORF23 MUTATED C15ORF23 WILD-TYPE 
                 7                 98 
  C15ORF23 MUTATED C15ORF23 WILD-TYPE 
                 7                 98 
[1] "CCNE2 MUTATION ANALYSIS"
[1] 3
  CCNE2 MUTATED CCNE2 WILD-TYPE 
             10              95 
  CCNE2 MUTATED CCNE2 WILD-TYPE 
             10              95 
[1] "SDR16C5 MUTATION ANALYSIS"
[1] 3
  SDR16C5 MUTATED SDR16C5 WILD-TYPE 
               16                89 
  SDR16C5 MUTATED SDR16C5 WILD-TYPE 
               16                89 
[1] "PDE1A MUTATION ANALYSIS"
[1] 3
  PDE1A MUTATED PDE1A WILD-TYPE 
             19              86 
  PDE1A MUTATED PDE1A WILD-TYPE 
             19              86 
[1] "TLL1 MUTATION ANALYSIS"
[1] 3
  TLL1 MUTATED TLL1 WILD-TYPE 
            24             81 
  TLL1 MUTATED TLL1 WILD-TYPE 
            24             81 
[1] "RAC1 MUTATION ANALYSIS"
[1] 3
  RAC1 MUTATED RAC1 WILD-TYPE 
             7             98 
  RAC1 MUTATED RAC1 WILD-TYPE 
             7             98 
[1] "RERG MUTATION ANALYSIS"
[1] 3
  RERG MUTATED RERG WILD-TYPE 
             8             97 
  RERG MUTATED RERG WILD-TYPE 
             8             97 
[1] "OR52L1 MUTATION ANALYSIS"
[1] 3
  OR52L1 MUTATED OR52L1 WILD-TYPE 
              12               93 
  OR52L1 MUTATED OR52L1 WILD-TYPE 
              12               93 
[1] "HBD MUTATION ANALYSIS"
[1] 3
  HBD MUTATED HBD WILD-TYPE 
            8            97 
  HBD MUTATED HBD WILD-TYPE 
            8            97 
[1] "VEGFC MUTATION ANALYSIS"
[1] 3
  VEGFC MUTATED VEGFC WILD-TYPE 
             12              93 
  VEGFC MUTATED VEGFC WILD-TYPE 
             12              93 
[1] "BAGE2 MUTATION ANALYSIS"
[1] 3
  BAGE2 MUTATED BAGE2 WILD-TYPE 
              7              98 
  BAGE2 MUTATED BAGE2 WILD-TYPE 
              7              98 
[1] "OR1N2 MUTATION ANALYSIS"
[1] 3
  OR1N2 MUTATED OR1N2 WILD-TYPE 
             13              92 
  OR1N2 MUTATED OR1N2 WILD-TYPE 
             13              92 
[1] "PPP6C MUTATION ANALYSIS"
[1] 3
  PPP6C MUTATED PPP6C WILD-TYPE 
             10              95 
  PPP6C MUTATED PPP6C WILD-TYPE 
             10              95 
[1] "HNF4G MUTATION ANALYSIS"
[1] 3
  HNF4G MUTATED HNF4G WILD-TYPE 
             12              93 
  HNF4G MUTATED HNF4G WILD-TYPE 
             12              93 
[1] "TRAT1 MUTATION ANALYSIS"
[1] 3
  TRAT1 MUTATED TRAT1 WILD-TYPE 
              6              99 
  TRAT1 MUTATED TRAT1 WILD-TYPE 
              6              99 
[1] "AREG MUTATION ANALYSIS"
[1] 3
  AREG MUTATED AREG WILD-TYPE 
             5            100 
  AREG MUTATED AREG WILD-TYPE 
             5            100 
[1] "ST18 MUTATION ANALYSIS"
[1] 3
  ST18 MUTATED ST18 WILD-TYPE 
            24             81 
  ST18 MUTATED ST18 WILD-TYPE 
            24             81 
[1] "TAF1A MUTATION ANALYSIS"
[1] 3
  TAF1A MUTATED TAF1A WILD-TYPE 
              8              97 
  TAF1A MUTATED TAF1A WILD-TYPE 
              8              97 
[1] "GRXCR2 MUTATION ANALYSIS"
[1] 3
  GRXCR2 MUTATED GRXCR2 WILD-TYPE 
               9               96 
  GRXCR2 MUTATED GRXCR2 WILD-TYPE 
               9               96 
[1] "OR9K2 MUTATION ANALYSIS"
[1] 3
  OR9K2 MUTATED OR9K2 WILD-TYPE 
             11              94 
  OR9K2 MUTATED OR9K2 WILD-TYPE 
             11              94 
[1] "OXA1L MUTATION ANALYSIS"
[1] 3
  OXA1L MUTATED OXA1L WILD-TYPE 
              4             101 
  OXA1L MUTATED OXA1L WILD-TYPE 
              4             101 
[1] "A2BP1 MUTATION ANALYSIS"
[1] 3
  A2BP1 MUTATED A2BP1 WILD-TYPE 
             14              91 
  A2BP1 MUTATED A2BP1 WILD-TYPE 
             14              91 
[1] "HIST1H2AA MUTATION ANALYSIS"
[1] 3
  HIST1H2AA MUTATED HIST1H2AA WILD-TYPE 
                  5                 100 
  HIST1H2AA MUTATED HIST1H2AA WILD-TYPE 
                  5                 100 
[1] "LILRA1 MUTATION ANALYSIS"
[1] 3
  LILRA1 MUTATED LILRA1 WILD-TYPE 
              21               84 
  LILRA1 MUTATED LILRA1 WILD-TYPE 
              21               84 
[1] "LIN7A MUTATION ANALYSIS"
[1] 3
  LIN7A MUTATED LIN7A WILD-TYPE 
              8              97 
  LIN7A MUTATED LIN7A WILD-TYPE 
              8              97 
[1] "VGLL1 MUTATION ANALYSIS"
[1] 3
  VGLL1 MUTATED VGLL1 WILD-TYPE 
              3             102 
  VGLL1 MUTATED VGLL1 WILD-TYPE 
              3             102 
[1] "GALNTL5 MUTATION ANALYSIS"
[1] 3
  GALNTL5 MUTATED GALNTL5 WILD-TYPE 
               10                95 
  GALNTL5 MUTATED GALNTL5 WILD-TYPE 
               10                95 
[1] "HSD11B1 MUTATION ANALYSIS"
[1] 3
  HSD11B1 MUTATED HSD11B1 WILD-TYPE 
                6                99 
  HSD11B1 MUTATED HSD11B1 WILD-TYPE 
                6                99 
[1] "ANKRD20A4 MUTATION ANALYSIS"
[1] 3
  ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE 
                  4                 101 
  ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE 
                  4                 101 
[1] "GPR141 MUTATION ANALYSIS"
[1] 3
  GPR141 MUTATED GPR141 WILD-TYPE 
               8               97 
  GPR141 MUTATED GPR141 WILD-TYPE 
               8               97 
[1] "NAP1L2 MUTATION ANALYSIS"
[1] 3
  NAP1L2 MUTATED NAP1L2 WILD-TYPE 
              10               95 
  NAP1L2 MUTATED NAP1L2 WILD-TYPE 
              10               95 
[1] "C18ORF26 MUTATION ANALYSIS"
[1] 3
  C18ORF26 MUTATED C18ORF26 WILD-TYPE 
                13                 92 
  C18ORF26 MUTATED C18ORF26 WILD-TYPE 
                13                 92 
[1] "DEFB110 MUTATION ANALYSIS"
[1] 3
  DEFB110 MUTATED DEFB110 WILD-TYPE 
                5               100 
  DEFB110 MUTATED DEFB110 WILD-TYPE 
                5               100 
[1] "IDH1 MUTATION ANALYSIS"
[1] 3
  IDH1 MUTATED IDH1 WILD-TYPE 
             6             99 
  IDH1 MUTATED IDH1 WILD-TYPE 
             6             99 
[1] "SNAP91 MUTATION ANALYSIS"
[1] 3
  SNAP91 MUTATED SNAP91 WILD-TYPE 
              15               90 
  SNAP91 MUTATED SNAP91 WILD-TYPE 
              15               90 
[1] "CA1 MUTATION ANALYSIS"
[1] 3
  CA1 MUTATED CA1 WILD-TYPE 
            6            99 
  CA1 MUTATED CA1 WILD-TYPE 
            6            99 
[1] "SERPINB11 MUTATION ANALYSIS"
[1] 3
  SERPINB11 MUTATED SERPINB11 WILD-TYPE 
                 12                  93 
  SERPINB11 MUTATED SERPINB11 WILD-TYPE 
                 12                  93 
[1] "UGT2B15 MUTATION ANALYSIS"
[1] 3
  UGT2B15 MUTATED UGT2B15 WILD-TYPE 
               13                92 
  UGT2B15 MUTATED UGT2B15 WILD-TYPE 
               13                92 
[1] "ACSM2B MUTATION ANALYSIS"
[1] 3
  ACSM2B MUTATED ACSM2B WILD-TYPE 
              21               84 
  ACSM2B MUTATED ACSM2B WILD-TYPE 
              21               84 
[1] "C16ORF78 MUTATION ANALYSIS"
[1] 3
  C16ORF78 MUTATED C16ORF78 WILD-TYPE 
                 8                 97 
  C16ORF78 MUTATED C16ORF78 WILD-TYPE 
                 8                 97 
[1] "TFEC MUTATION ANALYSIS"
[1] 3
  TFEC MUTATED TFEC WILD-TYPE 
            10             95 
  TFEC MUTATED TFEC WILD-TYPE 
            10             95 
[1] "TRHDE MUTATION ANALYSIS"
[1] 3
  TRHDE MUTATED TRHDE WILD-TYPE 
             24              81 
  TRHDE MUTATED TRHDE WILD-TYPE 
             24              81 
[1] "OR5AC2 MUTATION ANALYSIS"
[1] 3
  OR5AC2 MUTATED OR5AC2 WILD-TYPE 
              13               92 
  OR5AC2 MUTATED OR5AC2 WILD-TYPE 
              13               92 
[1] "CCDC102B MUTATION ANALYSIS"
[1] 3
  CCDC102B MUTATED CCDC102B WILD-TYPE 
                11                 94 
  CCDC102B MUTATED CCDC102B WILD-TYPE 
                11                 94 
[1] "GRXCR1 MUTATION ANALYSIS"
[1] 3
  GRXCR1 MUTATED GRXCR1 WILD-TYPE 
              12               93 
  GRXCR1 MUTATED GRXCR1 WILD-TYPE 
              12               93 
[1] "OR4M2 MUTATION ANALYSIS"
[1] 3
  OR4M2 MUTATED OR4M2 WILD-TYPE 
             13              92 
  OR4M2 MUTATED OR4M2 WILD-TYPE 
             13              92 
[1] "PLAC8L1 MUTATION ANALYSIS"
[1] 3
  PLAC8L1 MUTATED PLAC8L1 WILD-TYPE 
                3               102 
  PLAC8L1 MUTATED PLAC8L1 WILD-TYPE 
                3               102 
[1] "POM121 MUTATION ANALYSIS"
[1] 3
  POM121 MUTATED POM121 WILD-TYPE 
              10               95 
  POM121 MUTATED POM121 WILD-TYPE 
              10               95 
[1] "RBM11 MUTATION ANALYSIS"
[1] 3
  RBM11 MUTATED RBM11 WILD-TYPE 
              9              96 
  RBM11 MUTATED RBM11 WILD-TYPE 
              9              96 
[1] "RUNX1T1 MUTATION ANALYSIS"
[1] 3
  RUNX1T1 MUTATED RUNX1T1 WILD-TYPE 
               16                89 
  RUNX1T1 MUTATED RUNX1T1 WILD-TYPE 
               16                89 
[1] "RGS7 MUTATION ANALYSIS"
[1] 3
  RGS7 MUTATED RGS7 WILD-TYPE 
            17             88 
  RGS7 MUTATED RGS7 WILD-TYPE 
            17             88 
[1] "CLVS2 MUTATION ANALYSIS"
[1] 3
  CLVS2 MUTATED CLVS2 WILD-TYPE 
             11              94 
  CLVS2 MUTATED CLVS2 WILD-TYPE 
             11              94 
[1] "DEFB118 MUTATION ANALYSIS"
[1] 3
  DEFB118 MUTATED DEFB118 WILD-TYPE 
                6                99 
  DEFB118 MUTATED DEFB118 WILD-TYPE 
                6                99 
[1] "OR52A5 MUTATION ANALYSIS"
[1] 3
  OR52A5 MUTATED OR52A5 WILD-TYPE 
              12               93 
  OR52A5 MUTATED OR52A5 WILD-TYPE 
              12               93 
[1] "SPTLC3 MUTATION ANALYSIS"
[1] 3
  SPTLC3 MUTATED SPTLC3 WILD-TYPE 
              13               92 
  SPTLC3 MUTATED SPTLC3 WILD-TYPE 
              13               92 
[1] "ACTL7B MUTATION ANALYSIS"
[1] 3
  ACTL7B MUTATED ACTL7B WILD-TYPE 
               7               98 
  ACTL7B MUTATED ACTL7B WILD-TYPE 
               7               98 
[1] "PHGDH MUTATION ANALYSIS"
[1] 3
  PHGDH MUTATED PHGDH WILD-TYPE 
              7              98 
  PHGDH MUTATED PHGDH WILD-TYPE 
              7              98 
[1] "RGPD3 MUTATION ANALYSIS"
[1] 3
  RGPD3 MUTATED RGPD3 WILD-TYPE 
             18              87 
  RGPD3 MUTATED RGPD3 WILD-TYPE 
             18              87 
[1] "WDR12 MUTATION ANALYSIS"
[1] 3
  WDR12 MUTATED WDR12 WILD-TYPE 
              7              98 
  WDR12 MUTATED WDR12 WILD-TYPE 
              7              98 
[1] "MPP7 MUTATION ANALYSIS"
[1] 3
  MPP7 MUTATED MPP7 WILD-TYPE 
            13             92 
  MPP7 MUTATED MPP7 WILD-TYPE 
            13             92 
[1] "data2feature, selection=ALL"
[1] "CN_CNMF"               "METHLYATION_CNMF"      "RPPA_CNMF"            
[4] "RPPA_CHIERARCHICAL"    "MRNASEQ_CNMF"          "MRNASEQ_CHIERARCHICAL"
[7] "MIRSEQ_CNMF"           "MIRSEQ_CHIERARCHICAL" 

Input Data has 8 rows and 105 columns.

Variable 1:'CN_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'RPPA_CNMF':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'RPPA_CHIERARCHICAL':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MRNASEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MIRSEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
[1] "CN_CNMF"               "METHLYATION_CNMF"      "RPPA_CNMF"            
[4] "RPPA_CHIERARCHICAL"    "MRNASEQ_CNMF"          "MRNASEQ_CHIERARCHICAL"
[7] "MIRSEQ_CNMF"           "MIRSEQ_CHIERARCHICAL" 
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 105 columns, 0 survival variables, and 8 non-survival variables.
CN_CNMF, nv=4, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=4, binary=FALSE, numeric=FALSE
RPPA_CNMF, nv=5, binary=FALSE, numeric=FALSE
RPPA_CHIERARCHICAL, nv=4, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=4, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = BRAF MUTATION ANALYSIS
D1V1, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           11             18
  CLUS_2           12              4
  CLUS_3           19             17
  CLUS_4           17              7
D1V2, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1            6              9
  CLUS_2           24             14
  CLUS_3           17              9
  CLUS_4           12             14
D1V3, multiclass
D1V4, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1            8              3
  CLUS_2           10             12
  CLUS_3           15             18
  CLUS_4            7              5
D1V5, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           26             14
  CLUS_2           15             12
  CLUS_3           18             20
D1V6, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           10              5
  CLUS_2           15             14
  CLUS_3           22             10
  CLUS_4           12             17
D1V7, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1           19             21
  CLUS_2           17              6
  CLUS_3           23             19
D1V8, multiclass
        clus
vv       BRAF MUTATED BRAF WILD-TYPE
  CLUS_1            8              3
  CLUS_2           14             10
  CLUS_3           37             33

Clustering(2) Variable = CDKN2A MUTATION ANALYSIS
D2V1, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              3               26
  CLUS_2              5               11
  CLUS_3              5               31
  CLUS_4              3               21
D2V2, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              2               13
  CLUS_2              5               33
  CLUS_3              5               21
  CLUS_4              4               22
D2V3, multiclass
D2V4, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              2                9
  CLUS_2              0               22
  CLUS_3              8               25
  CLUS_4              3                9
D2V5, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              6               34
  CLUS_2              2               25
  CLUS_3              8               30
D2V6, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              4               11
  CLUS_2              5               24
  CLUS_3              3               29
  CLUS_4              4               25
D2V7, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              9               31
  CLUS_2              1               22
  CLUS_3              6               36
D2V8, multiclass
        clus
vv       CDKN2A MUTATED CDKN2A WILD-TYPE
  CLUS_1              0               11
  CLUS_2              3               21
  CLUS_3             13               57

Clustering(3) Variable = NRAS MUTATION ANALYSIS
D3V1, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           13             16
  CLUS_2            1             15
  CLUS_3           11             25
  CLUS_4            4             20
D3V2, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1            3             12
  CLUS_2            8             30
  CLUS_3            5             21
  CLUS_4           13             13
D3V3, multiclass
D3V4, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1            2              9
  CLUS_2            8             14
  CLUS_3            8             25
  CLUS_4            5              7
D3V5, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           10             30
  CLUS_2            6             21
  CLUS_3           13             25
D3V6, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1            3             12
  CLUS_2            8             21
  CLUS_3            7             25
  CLUS_4           11             18
D3V7, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1           14             26
  CLUS_2            5             18
  CLUS_3           10             32
D3V8, multiclass
        clus
vv       NRAS MUTATED NRAS WILD-TYPE
  CLUS_1            3              8
  CLUS_2            5             19
  CLUS_3           21             49

Clustering(4) Variable = STK19 MUTATION ANALYSIS
D4V1, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             3              26
  CLUS_2             1              15
  CLUS_3             3              33
  CLUS_4             0              24
D4V2, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              15
  CLUS_2             3              35
  CLUS_3             3              23
  CLUS_4             1              25
D4V3, multiclass
D4V4, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             1              10
  CLUS_2             0              22
  CLUS_3             3              30
  CLUS_4             0              12
D4V5, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             1              39
  CLUS_2             4              23
  CLUS_3             2              36
D4V6, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             2              13
  CLUS_2             4              25
  CLUS_3             0              32
  CLUS_4             1              28
D4V7, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             6              34
  CLUS_2             0              23
  CLUS_3             1              41
D4V8, multiclass
        clus
vv       STK19 MUTATED STK19 WILD-TYPE
  CLUS_1             0              11
  CLUS_2             1              23
  CLUS_3             6              64

Clustering(5) Variable = TTN MUTATION ANALYSIS
D5V1, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          23             6
  CLUS_2          12             4
  CLUS_3          29             7
  CLUS_4          19             5
D5V2, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          12             3
  CLUS_2          30             8
  CLUS_3          19             7
  CLUS_4          22             4
D5V3, multiclass
D5V4, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1           9             2
  CLUS_2          18             4
  CLUS_3          24             9
  CLUS_4          12             0
D5V5, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          33             7
  CLUS_2          20             7
  CLUS_3          30             8
D5V6, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          12             3
  CLUS_2          21             8
  CLUS_3          27             5
  CLUS_4          23             6
D5V7, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          30            10
  CLUS_2          21             2
  CLUS_3          32            10
D5V8, multiclass
        clus
vv       TTN MUTATED TTN WILD-TYPE
  CLUS_1          10             1
  CLUS_2          20             4
  CLUS_3          53            17

Clustering(6) Variable = TP53 MUTATION ANALYSIS
D6V1, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            4             25
  CLUS_2            4             12
  CLUS_3            9             27
  CLUS_4            1             23
D6V2, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            1             14
  CLUS_2            5             33
  CLUS_3            3             23
  CLUS_4            9             17
D6V3, multiclass
D6V4, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            1             10
  CLUS_2            5             17
  CLUS_3            6             27
  CLUS_4            1             11
D6V5, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            3             37
  CLUS_2            6             21
  CLUS_3            9             29
D6V6, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            4             11
  CLUS_2            7             22
  CLUS_3            1             31
  CLUS_4            6             23
D6V7, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1           13             27
  CLUS_2            1             22
  CLUS_3            4             38
D6V8, multiclass
        clus
vv       TP53 MUTATED TP53 WILD-TYPE
  CLUS_1            1             10
  CLUS_2            1             23
  CLUS_3           16             54

Clustering(7) Variable = PTEN MUTATION ANALYSIS
D7V1, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            5             24
  CLUS_2            2             14
  CLUS_3            3             33
  CLUS_4            1             23
D7V2, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            1             14
  CLUS_2            2             36
  CLUS_3            6             20
  CLUS_4            2             24
D7V3, multiclass
D7V4, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            3              8
  CLUS_2            2             20
  CLUS_3            1             32
  CLUS_4            1             11
D7V5, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            6             34
  CLUS_2            2             25
  CLUS_3            3             35
D7V6, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            0             15
  CLUS_2            1             28
  CLUS_3            5             27
  CLUS_4            5             24
D7V7, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            2             38
  CLUS_2            2             21
  CLUS_3            7             35
D7V8, multiclass
        clus
vv       PTEN MUTATED PTEN WILD-TYPE
  CLUS_1            2              9
  CLUS_2            2             22
  CLUS_3            7             63

Clustering(8) Variable = TPTE MUTATION ANALYSIS
D8V1, multiclass
        clus
vv       TPTE MUTATED TPTE WILD-TYPE
  CLUS_1            8             21
  CLUS_2            6             10
  CLUS_3            7             29
  CLUS_4            8             16
D8V2, multiclass
        clus
vv       TPTE MUTATED TPTE WILD-TYPE
  CLUS_1            4             11
  CLUS_2            9             29
  CLUS_3            6             20
  CLUS_4           10             16
D8V3, multiclass
D8V4, multiclass
        clus
vv       TPTE MUTATED TPTE WILD-TYPE
  CLUS_1            3              8
  CLUS_2            3             19
  CLUS_3           12             21
  CLUS_4            5              7
D8V5, multiclass
        clus
vv       TPTE MUTATED TPTE WILD-TYPE
  CLUS_1           12             28
  CLUS_2            5             22
  CLUS_3           12             26
D8V6, multiclass
        clus
vv       TPTE MUTATED TPTE WILD-TYPE
  CLUS_1            4             11
  CLUS_2            7             22
  CLUS_3           10             22
  CLUS_4            8             21
D8V7, multiclass
        clus
vv       TPTE MUTATED TPTE WILD-TYPE
  CLUS_1           12             28
  CLUS_2            8             15
  CLUS_3            9             33
D8V8, multiclass
        clus
vv       TPTE MUTATED TPTE WILD-TYPE
  CLUS_1            3              8
  CLUS_2            7             17
  CLUS_3           19             51

Clustering(9) Variable = PRB4 MUTATION ANALYSIS
D9V1, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            8             21
  CLUS_2            2             14
  CLUS_3            3             33
  CLUS_4            2             22
D9V2, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            2             13
  CLUS_2            5             33
  CLUS_3            3             23
  CLUS_4            5             21
D9V3, multiclass
D9V4, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            1             10
  CLUS_2            6             16
  CLUS_3            2             31
  CLUS_4            1             11
D9V5, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            4             36
  CLUS_2            6             21
  CLUS_3            5             33
D9V6, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            1             14
  CLUS_2            6             23
  CLUS_3            4             28
  CLUS_4            4             25
D9V7, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            5             35
  CLUS_2            5             18
  CLUS_3            5             37
D9V8, multiclass
        clus
vv       PRB4 MUTATED PRB4 WILD-TYPE
  CLUS_1            2              9
  CLUS_2            5             19
  CLUS_3            8             62

Clustering(10) Variable = CDH9 MUTATION ANALYSIS
D10V1, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1            6             23
  CLUS_2            5             11
  CLUS_3            6             30
  CLUS_4            5             19
D10V2, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1            3             12
  CLUS_2            5             33
  CLUS_3            5             21
  CLUS_4            9             17
D10V3, multiclass
D10V4, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1            1             10
  CLUS_2            4             18
  CLUS_3            9             24
  CLUS_4            3              9
D10V5, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1           10             30
  CLUS_2            3             24
  CLUS_3            9             29
D10V6, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1            2             13
  CLUS_2            4             25
  CLUS_3            8             24
  CLUS_4            8             21
D10V7, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1           13             27
  CLUS_2            4             19
  CLUS_3            5             37
D10V8, multiclass
        clus
vv       CDH9 MUTATED CDH9 WILD-TYPE
  CLUS_1            1             10
  CLUS_2            5             19
  CLUS_3           16             54

Clustering(11) Variable = SERPINB4 MUTATION ANALYSIS
D11V1, multiclass
        clus
vv       SERPINB4 MUTATED SERPINB4 WILD-TYPE
  CLUS_1                5                 24
  CLUS_2                4                 12
  CLUS_3                5                 31
  CLUS_4                3                 21
D11V2, multiclass
        clus
vv       SERPINB4 MUTATED SERPINB4 WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                5                 33
  CLUS_3                3                 23
  CLUS_4                6                 20
D11V3, multiclass
D11V4, multiclass
        clus
vv       SERPINB4 MUTATED SERPINB4 WILD-TYPE
  CLUS_1                0                 11
  CLUS_2                1                 21
  CLUS_3                6                 27
  CLUS_4                5                  7
D11V5, multiclass
        clus
vv       SERPINB4 MUTATED SERPINB4 WILD-TYPE
  CLUS_1                7                 33
  CLUS_2                3                 24
  CLUS_3                7                 31
D11V6, multiclass
        clus
vv       SERPINB4 MUTATED SERPINB4 WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                4                 25
  CLUS_3                4                 28
  CLUS_4                6                 23
D11V7, multiclass
        clus
vv       SERPINB4 MUTATED SERPINB4 WILD-TYPE
  CLUS_1                5                 35
  CLUS_2                3                 20
  CLUS_3                9                 33
D11V8, multiclass
        clus
vv       SERPINB4 MUTATED SERPINB4 WILD-TYPE
  CLUS_1                3                  8
  CLUS_2                4                 20
  CLUS_3               10                 60

Clustering(12) Variable = PRB2 MUTATION ANALYSIS
D12V1, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1            5             24
  CLUS_2            4             12
  CLUS_3            7             29
  CLUS_4            3             21
D12V2, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1            3             12
  CLUS_2            5             33
  CLUS_3            5             21
  CLUS_4            6             20
D12V3, multiclass
D12V4, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1            1             10
  CLUS_2            4             18
  CLUS_3            6             27
  CLUS_4            2             10
D12V5, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1            7             33
  CLUS_2            4             23
  CLUS_3            8             30
D12V6, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1            4             11
  CLUS_2            4             25
  CLUS_3            3             29
  CLUS_4            8             21
D12V7, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1           12             28
  CLUS_2            1             22
  CLUS_3            6             36
D12V8, multiclass
        clus
vv       PRB2 MUTATED PRB2 WILD-TYPE
  CLUS_1            1             10
  CLUS_2            1             23
  CLUS_3           17             53

Clustering(13) Variable = TCEB3C MUTATION ANALYSIS
D13V1, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              7               22
  CLUS_2              2               14
  CLUS_3              2               34
  CLUS_4              3               21
D13V2, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              3               12
  CLUS_2              1               37
  CLUS_3              5               21
  CLUS_4              5               21
D13V3, multiclass
D13V4, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              0               11
  CLUS_2              3               19
  CLUS_3              7               26
  CLUS_4              2               10
D13V5, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              4               36
  CLUS_2              2               25
  CLUS_3              8               30
D13V6, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              2               13
  CLUS_2              3               26
  CLUS_3              3               29
  CLUS_4              6               23
D13V7, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              6               34
  CLUS_2              4               19
  CLUS_3              4               38
D13V8, multiclass
        clus
vv       TCEB3C MUTATED TCEB3C WILD-TYPE
  CLUS_1              3                8
  CLUS_2              1               23
  CLUS_3             10               60

Clustering(14) Variable = ADH1C MUTATION ANALYSIS
D14V1, multiclass
        clus
vv       ADH1C MUTATED ADH1C WILD-TYPE
  CLUS_1             4              25
  CLUS_2             3              13
  CLUS_3             7              29
  CLUS_4             3              21
D14V2, multiclass
        clus
vv       ADH1C MUTATED ADH1C WILD-TYPE
  CLUS_1             2              13
  CLUS_2             5              33
  CLUS_3             4              22
  CLUS_4             6              20
D14V3, multiclass
D14V4, multiclass
        clus
vv       ADH1C MUTATED ADH1C WILD-TYPE
  CLUS_1             1              10
  CLUS_2             6              16
  CLUS_3             5              28
  CLUS_4             2              10
D14V5, multiclass
        clus
vv       ADH1C MUTATED ADH1C WILD-TYPE
  CLUS_1             2              38
  CLUS_2             8              19
  CLUS_3             7              31
D14V6, multiclass
        clus
vv       ADH1C MUTATED ADH1C WILD-TYPE
  CLUS_1             2              13
  CLUS_2             9              20
  CLUS_3             1              31
  CLUS_4             5              24
D14V7, multiclass
        clus
vv       ADH1C MUTATED ADH1C WILD-TYPE
  CLUS_1             8              32
  CLUS_2             3              20
  CLUS_3             6              36
D14V8, multiclass
        clus
vv       ADH1C MUTATED ADH1C WILD-TYPE
  CLUS_1             2               9
  CLUS_2             1              23
  CLUS_3            14              56

Clustering(15) Variable = C15ORF23 MUTATION ANALYSIS
D15V1, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                0                 29
  CLUS_2                2                 14
  CLUS_3                3                 33
  CLUS_4                2                 22
D15V2, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                0                 15
  CLUS_2                2                 36
  CLUS_3                3                 23
  CLUS_4                2                 24
D15V3, multiclass
D15V4, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                0                 11
  CLUS_2                1                 21
  CLUS_3                4                 29
  CLUS_4                1                 11
D15V5, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                4                 36
  CLUS_2                2                 25
  CLUS_3                1                 37
D15V6, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 14
  CLUS_2                3                 26
  CLUS_3                3                 29
  CLUS_4                0                 29
D15V7, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                3                 37
  CLUS_2                2                 21
  CLUS_3                2                 40
D15V8, multiclass
        clus
vv       C15ORF23 MUTATED C15ORF23 WILD-TYPE
  CLUS_1                1                 10
  CLUS_2                2                 22
  CLUS_3                4                 66

Clustering(16) Variable = CCNE2 MUTATION ANALYSIS
D16V1, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             3              26
  CLUS_2             1              15
  CLUS_3             4              32
  CLUS_4             2              22
D16V2, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             1              14
  CLUS_2             3              35
  CLUS_3             5              21
  CLUS_4             1              25
D16V3, multiclass
D16V4, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             0              11
  CLUS_2             1              21
  CLUS_3             7              26
  CLUS_4             0              12
D16V5, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             3              37
  CLUS_2             3              24
  CLUS_3             4              34
D16V6, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             0              15
  CLUS_2             4              25
  CLUS_3             3              29
  CLUS_4             3              26
D16V7, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             6              34
  CLUS_2             1              22
  CLUS_3             3              39
D16V8, multiclass
        clus
vv       CCNE2 MUTATED CCNE2 WILD-TYPE
  CLUS_1             0              11
  CLUS_2             2              22
  CLUS_3             8              62

Clustering(17) Variable = SDR16C5 MUTATION ANALYSIS
D17V1, multiclass
        clus
vv       SDR16C5 MUTATED SDR16C5 WILD-TYPE
  CLUS_1               4                25
  CLUS_2               2                14
  CLUS_3               7                29
  CLUS_4               3                21
D17V2, multiclass
        clus
vv       SDR16C5 MUTATED SDR16C5 WILD-TYPE
  CLUS_1               0                15
  CLUS_2               6                32
  CLUS_3               2                24
  CLUS_4               8                18
D17V3, multiclass
D17V4, multiclass
        clus
vv       SDR16C5 MUTATED SDR16C5 WILD-TYPE
  CLUS_1               2                 9
  CLUS_2               2                20
  CLUS_3               6                27
  CLUS_4               0                12
D17V5, multiclass
        clus
vv       SDR16C5 MUTATED SDR16C5 WILD-TYPE
  CLUS_1               2                38
  CLUS_2               6                21
  CLUS_3               8                30
D17V6, multiclass
        clus
vv       SDR16C5 MUTATED SDR16C5 WILD-TYPE
  CLUS_1               4                11
  CLUS_2               6                23
  CLUS_3               0                32
  CLUS_4               6                23
D17V7, multiclass
        clus
vv       SDR16C5 MUTATED SDR16C5 WILD-TYPE
  CLUS_1               8                32
  CLUS_2               2                21
  CLUS_3               6                36
D17V8, multiclass
        clus
vv       SDR16C5 MUTATED SDR16C5 WILD-TYPE
  CLUS_1               2                 9
  CLUS_2               3                21
  CLUS_3              11                59

Clustering(18) Variable = PDE1A MUTATION ANALYSIS
D18V1, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             5              24
  CLUS_2             2              14
  CLUS_3             8              28
  CLUS_4             4              20
D18V2, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             2              13
  CLUS_2             7              31
  CLUS_3             3              23
  CLUS_4             7              19
D18V3, multiclass
D18V4, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             2               9
  CLUS_2             5              17
  CLUS_3             5              28
  CLUS_4             3               9
D18V5, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             7              33
  CLUS_2             4              23
  CLUS_3             8              30
D18V6, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             4              11
  CLUS_2             3              26
  CLUS_3             5              27
  CLUS_4             7              22
D18V7, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             5              35
  CLUS_2             4              19
  CLUS_3            10              32
D18V8, multiclass
        clus
vv       PDE1A MUTATED PDE1A WILD-TYPE
  CLUS_1             2               9
  CLUS_2             2              22
  CLUS_3            15              55

Clustering(19) Variable = TLL1 MUTATION ANALYSIS
D19V1, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1            8             21
  CLUS_2            2             14
  CLUS_3            7             29
  CLUS_4            7             17
D19V2, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1            2             13
  CLUS_2           10             28
  CLUS_3            5             21
  CLUS_4            7             19
D19V3, multiclass
D19V4, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1            3              8
  CLUS_2            1             21
  CLUS_3            8             25
  CLUS_4            5              7
D19V5, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1            7             33
  CLUS_2            5             22
  CLUS_3           12             26
D19V6, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1            6              9
  CLUS_2            6             23
  CLUS_3            5             27
  CLUS_4            7             22
D19V7, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1            9             31
  CLUS_2            7             16
  CLUS_3            8             34
D19V8, multiclass
        clus
vv       TLL1 MUTATED TLL1 WILD-TYPE
  CLUS_1            5              6
  CLUS_2            3             21
  CLUS_3           16             54

Clustering(20) Variable = RAC1 MUTATION ANALYSIS
D20V1, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            2             27
  CLUS_2            1             15
  CLUS_3            3             33
  CLUS_4            1             23
D20V2, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            0             15
  CLUS_2            3             35
  CLUS_3            2             24
  CLUS_4            2             24
D20V3, multiclass
D20V4, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            0             11
  CLUS_2            1             21
  CLUS_3            3             30
  CLUS_4            1             11
D20V5, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            3             37
  CLUS_2            2             25
  CLUS_3            2             36
D20V6, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            0             15
  CLUS_2            2             27
  CLUS_3            3             29
  CLUS_4            2             27
D20V7, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            3             37
  CLUS_2            1             22
  CLUS_3            3             39
D20V8, multiclass
        clus
vv       RAC1 MUTATED RAC1 WILD-TYPE
  CLUS_1            0             11
  CLUS_2            3             21
  CLUS_3            4             66

Clustering(21) Variable = RERG MUTATION ANALYSIS
D21V1, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            2             27
  CLUS_2            1             15
  CLUS_3            3             33
  CLUS_4            2             22
D21V2, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            1             14
  CLUS_2            3             35
  CLUS_3            2             24
  CLUS_4            2             24
D21V3, multiclass
D21V4, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            1             10
  CLUS_2            1             21
  CLUS_3            4             29
  CLUS_4            0             12
D21V5, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            2             38
  CLUS_2            4             23
  CLUS_3            2             36
D21V6, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            0             15
  CLUS_2            4             25
  CLUS_3            2             30
  CLUS_4            2             27
D21V7, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            4             36
  CLUS_2            0             23
  CLUS_3            4             38
D21V8, multiclass
        clus
vv       RERG MUTATED RERG WILD-TYPE
  CLUS_1            0             11
  CLUS_2            0             24
  CLUS_3            8             62

Clustering(22) Variable = OR52L1 MUTATION ANALYSIS
D22V1, multiclass
        clus
vv       OR52L1 MUTATED OR52L1 WILD-TYPE
  CLUS_1              3               26
  CLUS_2              3               13
  CLUS_3              5               31
  CLUS_4              1               23
D22V2, multiclass
        clus
vv       OR52L1 MUTATED OR52L1 WILD-TYPE
  CLUS_1              0               15
  CLUS_2              4               34
  CLUS_3              5               21
  CLUS_4              3               23
D22V3, multiclass
D22V4, multiclass
        clus
vv       OR52L1 MUTATED OR52L1 WILD-TYPE
  CLUS_1              0               11
  CLUS_2              1               21
  CLUS_3              6               27
  CLUS_4              0               12
D22V5, multiclass
        clus
vv       OR52L1 MUTATED OR52L1 WILD-TYPE
  CLUS_1              6               34
  CLUS_2              4               23
  CLUS_3              2               36
D22V6, multiclass
        clus
vv       OR52L1 MUTATED OR52L1 WILD-TYPE
  CLUS_1              4               11
  CLUS_2              4               25
  CLUS_3              3               29
  CLUS_4              1               28
D22V7, multiclass
        clus
vv       OR52L1 MUTATED OR52L1 WILD-TYPE
  CLUS_1              5               35
  CLUS_2              3               20
  CLUS_3              4               38
D22V8, multiclass
        clus
vv       OR52L1 MUTATED OR52L1 WILD-TYPE
  CLUS_1              2                9
  CLUS_2              1               23
  CLUS_3              9               61

Clustering(23) Variable = HBD MUTATION ANALYSIS
D23V1, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           2            27
  CLUS_2           4            12
  CLUS_3           1            35
  CLUS_4           1            23
D23V2, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           1            14
  CLUS_2           3            35
  CLUS_3           2            24
  CLUS_4           2            24
D23V3, multiclass
D23V4, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           1            10
  CLUS_2           0            22
  CLUS_3           4            29
  CLUS_4           1            11
D23V5, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           1            39
  CLUS_2           2            25
  CLUS_3           5            33
D23V6, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           2            13
  CLUS_2           3            26
  CLUS_3           0            32
  CLUS_4           3            26
D23V7, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           5            35
  CLUS_2           0            23
  CLUS_3           3            39
D23V8, multiclass
        clus
vv       HBD MUTATED HBD WILD-TYPE
  CLUS_1           0            11
  CLUS_2           0            24
  CLUS_3           8            62

Clustering(24) Variable = VEGFC MUTATION ANALYSIS
D24V1, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             1              28
  CLUS_2             2              14
  CLUS_3             5              31
  CLUS_4             4              20
D24V2, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             0              15
  CLUS_2             5              33
  CLUS_3             3              23
  CLUS_4             4              22
D24V3, multiclass
D24V4, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             3               8
  CLUS_2             1              21
  CLUS_3             5              28
  CLUS_4             0              12
D24V5, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             2              38
  CLUS_2             3              24
  CLUS_3             7              31
D24V6, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             4              11
  CLUS_2             3              26
  CLUS_3             0              32
  CLUS_4             5              24
D24V7, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             7              33
  CLUS_2             0              23
  CLUS_3             5              37
D24V8, multiclass
        clus
vv       VEGFC MUTATED VEGFC WILD-TYPE
  CLUS_1             0              11
  CLUS_2             0              24
  CLUS_3            12              58

Clustering(25) Variable = BAGE2 MUTATION ANALYSIS
D25V1, multiclass
        clus
vv       BAGE2 MUTATED BAGE2 WILD-TYPE
  CLUS_1             4              25
  CLUS_2             1              15
  CLUS_3             1              35
  CLUS_4             1              23
D25V2, multiclass
        clus
vv       BAGE2 MUTATED BAGE2 WILD-TYPE
  CLUS_1             1              14
  CLUS_2             1              37
  CLUS_3             1              25
  CLUS_4             4              22
D25V3, multiclass
D25V4, multiclass
        clus
vv       BAGE2 MUTATED BAGE2 WILD-TYPE
  CLUS_1             0              11
  CLUS_2             2              20
  CLUS_3             2              31
  CLUS_4             1              11
D25V5, multiclass
        clus
vv       BAGE2 MUTATED BAGE2 WILD-TYPE
  CLUS_1             3              37
  CLUS_2             0              27
  CLUS_3             4              34
D25V6, multiclass
        clus
vv       BAGE2 MUTATED BAGE2 WILD-TYPE
  CLUS_1             2              13
  CLUS_2             0              29
  CLUS_3             2              30
  CLUS_4             3              26
D25V7, multiclass
        clus
vv       BAGE2 MUTATED BAGE2 WILD-TYPE
  CLUS_1             2              38
  CLUS_2             3              20
  CLUS_3             2              40
D25V8, multiclass
        clus
vv       BAGE2 MUTATED BAGE2 WILD-TYPE
  CLUS_1             1              10
  CLUS_2             2              22
  CLUS_3             4              66

Clustering(26) Variable = OR1N2 MUTATION ANALYSIS
D26V1, multiclass
        clus
vv       OR1N2 MUTATED OR1N2 WILD-TYPE
  CLUS_1             5              24
  CLUS_2             3              13
  CLUS_3             3              33
  CLUS_4             2              22
D26V2, multiclass
        clus
vv       OR1N2 MUTATED OR1N2 WILD-TYPE
  CLUS_1             1              14
  CLUS_2             3              35
  CLUS_3             3              23
  CLUS_4             6              20
D26V3, multiclass
D26V4, multiclass
        clus
vv       OR1N2 MUTATED OR1N2 WILD-TYPE
  CLUS_1             1              10
  CLUS_2             1              21
  CLUS_3             4              29
  CLUS_4             3               9
D26V5, multiclass
        clus
vv       OR1N2 MUTATED OR1N2 WILD-TYPE
  CLUS_1             5              35
  CLUS_2             2              25
  CLUS_3             6              32
D26V6, multiclass
        clus
vv       OR1N2 MUTATED OR1N2 WILD-TYPE
  CLUS_1             2              13
  CLUS_2             2              27
  CLUS_3             5              27
  CLUS_4             4              25
D26V7, multiclass
        clus
vv       OR1N2 MUTATED OR1N2 WILD-TYPE
  CLUS_1             5              35
  CLUS_2             3              20
  CLUS_3             5              37
D26V8, multiclass
        clus
vv       OR1N2 MUTATED OR1N2 WILD-TYPE
  CLUS_1             3               8
  CLUS_2             3              21
  CLUS_3             7              63

Clustering(27) Variable = PPP6C MUTATION ANALYSIS
D27V1, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             3              26
  CLUS_2             3              13
  CLUS_3             2              34
  CLUS_4             2              22
D27V2, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             2              13
  CLUS_2             3              35
  CLUS_3             2              24
  CLUS_4             3              23
D27V3, multiclass
D27V4, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             0              11
  CLUS_2             2              20
  CLUS_3             2              31
  CLUS_4             2              10
D27V5, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             5              35
  CLUS_2             1              26
  CLUS_3             4              34
D27V6, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             1              14
  CLUS_2             2              27
  CLUS_3             4              28
  CLUS_4             3              26
D27V7, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             2              38
  CLUS_2             5              18
  CLUS_3             3              39
D27V8, multiclass
        clus
vv       PPP6C MUTATED PPP6C WILD-TYPE
  CLUS_1             2               9
  CLUS_2             3              21
  CLUS_3             5              65

Clustering(28) Variable = HNF4G MUTATION ANALYSIS
D28V1, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             4              25
  CLUS_2             1              15
  CLUS_3             5              31
  CLUS_4             2              22
D28V2, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             2              13
  CLUS_2             4              34
  CLUS_3             3              23
  CLUS_4             3              23
D28V3, multiclass
D28V4, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             0              11
  CLUS_2             2              20
  CLUS_3             6              27
  CLUS_4             1              11
D28V5, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             5              35
  CLUS_2             3              24
  CLUS_3             4              34
D28V6, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             2              13
  CLUS_2             4              25
  CLUS_3             3              29
  CLUS_4             3              26
D28V7, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             5              35
  CLUS_2             2              21
  CLUS_3             5              37
D28V8, multiclass
        clus
vv       HNF4G MUTATED HNF4G WILD-TYPE
  CLUS_1             1              10
  CLUS_2             1              23
  CLUS_3            10              60

Clustering(29) Variable = TRAT1 MUTATION ANALYSIS
D29V1, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             1              28
  CLUS_2             2              14
  CLUS_3             1              35
  CLUS_4             2              22
D29V2, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             1              14
  CLUS_2             1              37
  CLUS_3             3              23
  CLUS_4             1              25
D29V3, multiclass
D29V4, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             0              11
  CLUS_2             1              21
  CLUS_3             3              30
  CLUS_4             0              12
D29V5, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             0              40
  CLUS_2             2              25
  CLUS_3             4              34
D29V6, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             2              13
  CLUS_2             2              27
  CLUS_3             0              32
  CLUS_4             2              27
D29V7, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             4              36
  CLUS_2             1              22
  CLUS_3             1              41
D29V8, multiclass
        clus
vv       TRAT1 MUTATED TRAT1 WILD-TYPE
  CLUS_1             0              11
  CLUS_2             0              24
  CLUS_3             6              64

Clustering(30) Variable = AREG MUTATION ANALYSIS
D30V1, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            2             27
  CLUS_2            1             15
  CLUS_3            1             35
  CLUS_4            1             23
D30V2, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            0             15
  CLUS_2            1             37
  CLUS_3            2             24
  CLUS_4            2             24
D30V3, multiclass
D30V4, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            0             11
  CLUS_2            1             21
  CLUS_3            2             31
  CLUS_4            0             12
D30V5, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            2             38
  CLUS_2            0             27
  CLUS_3            3             35
D30V6, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            1             14
  CLUS_2            0             29
  CLUS_3            2             30
  CLUS_4            2             27
D30V7, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            1             39
  CLUS_2            1             22
  CLUS_3            3             39
D30V8, multiclass
        clus
vv       AREG MUTATED AREG WILD-TYPE
  CLUS_1            0             11
  CLUS_2            1             23
  CLUS_3            4             66

Clustering(31) Variable = ST18 MUTATION ANALYSIS
D31V1, multiclass
        clus
vv       ST18 MUTATED ST18 WILD-TYPE
  CLUS_1            7             22
  CLUS_2            4             12
  CLUS_3            8             28
  CLUS_4            5             19
D31V2, multiclass
        clus
vv       ST18 MUTATED ST18 WILD-TYPE
  CLUS_1            3             12
  CLUS_2            7             31
  CLUS_3            7             19
  CLUS_4            7             19
D31V3, multiclass
D31V4, multiclass
        clus
vv       ST18 MUTATED ST18 WILD-TYPE
  CLUS_1            1             10
  CLUS_2            5             17
  CLUS_3           10             23
  CLUS_4            5              7
D31V5, multiclass
        clus
vv       ST18 MUTATED ST18 WILD-TYPE
  CLUS_1           11             29
  CLUS_2            7             20
  CLUS_3            6             32
D31V6, multiclass
        clus
vv       ST18 MUTATED ST18 WILD-TYPE
  CLUS_1            4             11
  CLUS_2            7             22
  CLUS_3            8             24
  CLUS_4            5             24
D31V7, multiclass
        clus
vv       ST18 MUTATED ST18 WILD-TYPE
  CLUS_1           11             29
  CLUS_2            3             20
  CLUS_3           10             32
D31V8, multiclass
        clus
vv       ST18 MUTATED ST18 WILD-TYPE
  CLUS_1            1             10
  CLUS_2            5             19
  CLUS_3           18             52

Clustering(32) Variable = TAF1A MUTATION ANALYSIS
D32V1, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             2              27
  CLUS_2             0              16
  CLUS_3             2              34
  CLUS_4             4              20
D32V2, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             2              13
  CLUS_2             1              37
  CLUS_3             2              24
  CLUS_4             3              23
D32V3, multiclass
D32V4, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             0              11
  CLUS_2             1              21
  CLUS_3             5              28
  CLUS_4             1              11
D32V5, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             2              38
  CLUS_2             1              26
  CLUS_3             5              33
D32V6, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             2              13
  CLUS_2             1              28
  CLUS_3             2              30
  CLUS_4             3              26
D32V7, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             4              36
  CLUS_2             2              21
  CLUS_3             2              40
D32V8, multiclass
        clus
vv       TAF1A MUTATED TAF1A WILD-TYPE
  CLUS_1             0              11
  CLUS_2             2              22
  CLUS_3             6              64

Clustering(33) Variable = GRXCR2 MUTATION ANALYSIS
D33V1, multiclass
        clus
vv       GRXCR2 MUTATED GRXCR2 WILD-TYPE
  CLUS_1              2               27
  CLUS_2              4               12
  CLUS_3              1               35
  CLUS_4              2               22
D33V2, multiclass
        clus
vv       GRXCR2 MUTATED GRXCR2 WILD-TYPE
  CLUS_1              3               12
  CLUS_2              1               37
  CLUS_3              2               24
  CLUS_4              3               23
D33V3, multiclass
D33V4, multiclass
        clus
vv       GRXCR2 MUTATED GRXCR2 WILD-TYPE
  CLUS_1              1               10
  CLUS_2              1               21
  CLUS_3              2               31
  CLUS_4              1               11
D33V5, multiclass
        clus
vv       GRXCR2 MUTATED GRXCR2 WILD-TYPE
  CLUS_1              1               39
  CLUS_2              2               25
  CLUS_3              6               32
D33V6, multiclass
        clus
vv       GRXCR2 MUTATED GRXCR2 WILD-TYPE
  CLUS_1              1               14
  CLUS_2              2               27
  CLUS_3              1               31
  CLUS_4              5               24
D33V7, multiclass
        clus
vv       GRXCR2 MUTATED GRXCR2 WILD-TYPE
  CLUS_1              5               35
  CLUS_2              3               20
  CLUS_3              1               41
D33V8, multiclass
        clus
vv       GRXCR2 MUTATED GRXCR2 WILD-TYPE
  CLUS_1              2                9
  CLUS_2              1               23
  CLUS_3              6               64

Clustering(34) Variable = OR9K2 MUTATION ANALYSIS
D34V1, multiclass
        clus
vv       OR9K2 MUTATED OR9K2 WILD-TYPE
  CLUS_1             2              27
  CLUS_2             3              13
  CLUS_3             4              32
  CLUS_4             2              22
D34V2, multiclass
        clus
vv       OR9K2 MUTATED OR9K2 WILD-TYPE
  CLUS_1             2              13
  CLUS_2             2              36
  CLUS_3             2              24
  CLUS_4             5              21
D34V3, multiclass
D34V4, multiclass
        clus
vv       OR9K2 MUTATED OR9K2 WILD-TYPE
  CLUS_1             0              11
  CLUS_2             0              22
  CLUS_3             8              25
  CLUS_4             1              11
D34V5, multiclass
        clus
vv       OR9K2 MUTATED OR9K2 WILD-TYPE
  CLUS_1             3              37
  CLUS_2             3              24
  CLUS_3             5              33
D34V6, multiclass
        clus
vv       OR9K2 MUTATED OR9K2 WILD-TYPE
  CLUS_1             1              14
  CLUS_2             3              26
  CLUS_3             2              30
  CLUS_4             5              24
D34V7, multiclass
        clus
vv       OR9K2 MUTATED OR9K2 WILD-TYPE
  CLUS_1             7              33
  CLUS_2             1              22
  CLUS_3             3              39
D34V8, multiclass
        clus
vv       OR9K2 MUTATED OR9K2 WILD-TYPE
  CLUS_1             1              10
  CLUS_2             2              22
  CLUS_3             8              62

Clustering(35) Variable = OXA1L MUTATION ANALYSIS
D35V1, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             2              27
  CLUS_2             1              15
  CLUS_3             0              36
  CLUS_4             1              23
D35V2, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              14
  CLUS_2             0              38
  CLUS_3             2              24
  CLUS_4             1              25
D35V3, multiclass
[1] "Remove cluster labels:" "OXA1L MUTATED"         
clus
  OXA1L MUTATED OXA1L WILD-TYPE 
              2              76 
     TCGA-D3-A1Q1      TCGA-D3-A1Q5      TCGA-D3-A1Q7      TCGA-D3-A1Q8 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-D3-A1Q9      TCGA-D3-A2J6      TCGA-D3-A2J8      TCGA-D3-A2JD 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-D3-A3CE      TCGA-D9-A148      TCGA-D9-A1JW      TCGA-D9-A1JX 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-DA-A1HV      TCGA-DA-A1HW      TCGA-DA-A1HY      TCGA-DA-A1I2 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-DA-A1IB      TCGA-EE-A17X      TCGA-EE-A185      TCGA-EE-A20F 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A29C      TCGA-EE-A29E      TCGA-EE-A29H      TCGA-EE-A29L 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A29N      TCGA-EE-A29P      TCGA-EE-A29R      TCGA-EE-A29S 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2A0      TCGA-EE-A2A2      TCGA-EE-A2A6      TCGA-EE-A2GC 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2GH      TCGA-EE-A2GI      TCGA-EE-A2GK      TCGA-EE-A2GL 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2GS      TCGA-EE-A2GT      TCGA-EE-A2GU      TCGA-EE-A2M5 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2M6      TCGA-EE-A2M8      TCGA-EE-A2MC      TCGA-EE-A2MD 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2MI      TCGA-EE-A2MJ      TCGA-EE-A2MK      TCGA-EE-A2ML 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2MM      TCGA-EE-A2MN      TCGA-EE-A2MP      TCGA-EE-A2MR 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2MT      TCGA-EE-A3AA      TCGA-EE-A3AB      TCGA-EE-A3AC 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A3AD      TCGA-EE-A3AE      TCGA-EE-A3AF      TCGA-ER-A19F 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-ER-A19J      TCGA-ER-A19L      TCGA-ER-A19N      TCGA-ER-A19O 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-ER-A1A1      TCGA-FS-A1YW      TCGA-FS-A1Z4      TCGA-FS-A1ZD 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-FS-A1ZG      TCGA-FS-A1ZH      TCGA-FS-A1ZP      TCGA-GN-A264 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-GN-A265      TCGA-GN-A267      TCGA-GN-A268      TCGA-GN-A26D 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
D35V4, multiclass
[1] "Remove cluster labels:" "OXA1L MUTATED"         
clus
  OXA1L MUTATED OXA1L WILD-TYPE 
              2              76 
     TCGA-D3-A1Q1      TCGA-D3-A1Q5      TCGA-D3-A1Q7      TCGA-D3-A1Q8 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-D3-A1Q9      TCGA-D3-A2J6      TCGA-D3-A2J8      TCGA-D3-A2JD 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-D3-A3CE      TCGA-D9-A148      TCGA-D9-A1JW      TCGA-D9-A1JX 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-DA-A1HV      TCGA-DA-A1HW      TCGA-DA-A1HY      TCGA-DA-A1I2 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-DA-A1IB      TCGA-EE-A17X      TCGA-EE-A185      TCGA-EE-A20F 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A29C      TCGA-EE-A29E      TCGA-EE-A29H      TCGA-EE-A29L 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A29N      TCGA-EE-A29P      TCGA-EE-A29R      TCGA-EE-A29S 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2A0      TCGA-EE-A2A2      TCGA-EE-A2A6      TCGA-EE-A2GC 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2GH      TCGA-EE-A2GI      TCGA-EE-A2GK      TCGA-EE-A2GL 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2GS      TCGA-EE-A2GT      TCGA-EE-A2GU      TCGA-EE-A2M5 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2M6      TCGA-EE-A2M8      TCGA-EE-A2MC      TCGA-EE-A2MD 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2MI      TCGA-EE-A2MJ      TCGA-EE-A2MK      TCGA-EE-A2ML 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2MM      TCGA-EE-A2MN      TCGA-EE-A2MP      TCGA-EE-A2MR 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A2MT      TCGA-EE-A3AA      TCGA-EE-A3AB      TCGA-EE-A3AC 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-EE-A3AD      TCGA-EE-A3AE      TCGA-EE-A3AF      TCGA-ER-A19F 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-ER-A19J      TCGA-ER-A19L      TCGA-ER-A19N      TCGA-ER-A19O 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-ER-A1A1      TCGA-FS-A1YW      TCGA-FS-A1Z4      TCGA-FS-A1ZD 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-FS-A1ZG      TCGA-FS-A1ZH      TCGA-FS-A1ZP      TCGA-GN-A264 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
     TCGA-GN-A265      TCGA-GN-A267      TCGA-GN-A268      TCGA-GN-A26D 
"OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" "OXA1L WILD-TYPE" 
D35V5, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              39
  CLUS_2             1              26
  CLUS_3             2              36
D35V6, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              14
  CLUS_2             1              28
  CLUS_3             1              31
  CLUS_4             1              28
D35V7, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             2              38
  CLUS_2             1              22
  CLUS_3             1              41
D35V8, multiclass
        clus
vv       OXA1L MUTATED OXA1L WILD-TYPE
  CLUS_1             1              10
  CLUS_2             0              24
  CLUS_3             3              67

Clustering(36) Variable = A2BP1 MUTATION ANALYSIS
D36V1, multiclass
        clus
vv       A2BP1 MUTATED A2BP1 WILD-TYPE
  CLUS_1             3              26
  CLUS_2             3              13
  CLUS_3             6              30
  CLUS_4             2              22
D36V2, multiclass
        clus
vv       A2BP1 MUTATED A2BP1 WILD-TYPE
  CLUS_1             2              13
  CLUS_2             6              32
  CLUS_3             4              22
  CLUS_4             2              24
D36V3, multiclass
D36V4, multiclass
        clus
vv       A2BP1 MUTATED A2BP1 WILD-TYPE
  CLUS_1             1              10
  CLUS_2             3              19
  CLUS_3             4              29
  CLUS_4             3               9
D36V5, multiclass
        clus
vv       A2BP1 MUTATED A2BP1 WILD-TYPE
  CLUS_1             5              35
  CLUS_2             6              21
  CLUS_3             3              35
D36V6, multiclass
        clus
vv       A2BP1 MUTATED A2BP1 WILD-TYPE
  CLUS_1             0              15
  CLUS_2             6              23
  CLUS_3             5              27
  CLUS_4             3              26
D36V7, multiclass
        clus
vv       A2BP1 MUTATED A2BP1 WILD-TYPE
  CLUS_1             6              34
  CLUS_2             0              23
  CLUS_3             8              34
D36V8, multiclass
        clus
vv       A2BP1 MUTATED A2BP1 WILD-TYPE
  CLUS_1             0              11
  CLUS_2             3              21
  CLUS_3            11              59

Clustering(37) Variable = HIST1H2AA MUTATION ANALYSIS
D37V1, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 2                  27
  CLUS_2                 0                  16
  CLUS_3                 1                  35
  CLUS_4                 2                  22
D37V2, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 0                  15
  CLUS_2                 1                  37
  CLUS_3                 2                  24
  CLUS_4                 2                  24
D37V3, multiclass
D37V4, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 1                  10
  CLUS_2                 0                  22
  CLUS_3                 2                  31
  CLUS_4                 1                  11
D37V5, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 3                  37
  CLUS_2                 0                  27
  CLUS_3                 2                  36
D37V6, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 0                  15
  CLUS_2                 1                  28
  CLUS_3                 2                  30
  CLUS_4                 2                  27
D37V7, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 3                  37
  CLUS_2                 1                  22
  CLUS_3                 1                  41
D37V8, multiclass
        clus
vv       HIST1H2AA MUTATED HIST1H2AA WILD-TYPE
  CLUS_1                 1                  10
  CLUS_2                 1                  23
  CLUS_3                 3                  67

Clustering(38) Variable = LILRA1 MUTATION ANALYSIS
D38V1, multiclass
        clus
vv       LILRA1 MUTATED LILRA1 WILD-TYPE
  CLUS_1              3               26
  CLUS_2              2               14
  CLUS_3             10               26
  CLUS_4              6               18
D38V2, multiclass
        clus
vv       LILRA1 MUTATED LILRA1 WILD-TYPE
  CLUS_1              2               13
  CLUS_2             10               28
  CLUS_3              3               23
  CLUS_4              6               20
D38V3, multiclass
D38V4, multiclass
        clus
vv       LILRA1 MUTATED LILRA1 WILD-TYPE
  CLUS_1              1               10
  CLUS_2              5               17
  CLUS_3              6               27
  CLUS_4              5                7
D38V5, multiclass
        clus
vv       LILRA1 MUTATED LILRA1 WILD-TYPE
  CLUS_1              9               31
  CLUS_2              7               20
  CLUS_3              5               33
D38V6, multiclass
        clus
vv       LILRA1 MUTATED LILRA1 WILD-TYPE
  CLUS_1              3               12
  CLUS_2              6               23
  CLUS_3              8               24
  CLUS_4              4               25
D38V7, multiclass
        clus
vv       LILRA1 MUTATED LILRA1 WILD-TYPE
  CLUS_1              7               33
  CLUS_2              6               17
  CLUS_3              8               34
D38V8, multiclass
        clus
vv       LILRA1 MUTATED LILRA1 WILD-TYPE
  CLUS_1              3                8
  CLUS_2              4               20
  CLUS_3             14               56

Clustering(39) Variable = LIN7A MUTATION ANALYSIS
D39V1, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             4              25
  CLUS_2             1              15
  CLUS_3             1              35
  CLUS_4             2              22
D39V2, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             0              15
  CLUS_2             1              37
  CLUS_3             1              25
  CLUS_4             6              20
D39V3, multiclass
D39V4, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             0              11
  CLUS_2             2              20
  CLUS_3             3              30
  CLUS_4             0              12
D39V5, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             1              39
  CLUS_2             2              25
  CLUS_3             5              33
D39V6, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             0              15
  CLUS_2             3              26
  CLUS_3             1              31
  CLUS_4             4              25
D39V7, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             4              36
  CLUS_2             2              21
  CLUS_3             2              40
D39V8, multiclass
        clus
vv       LIN7A MUTATED LIN7A WILD-TYPE
  CLUS_1             1              10
  CLUS_2             1              23
  CLUS_3             6              64

Clustering(40) Variable = VGLL1 MUTATION ANALYSIS
D40V1, multiclass
        clus
vv       VGLL1 MUTATED VGLL1 WILD-TYPE
  CLUS_1             1              28
  CLUS_2             0              16
  CLUS_3             1              35
  CLUS_4             1              23
D40V2, multiclass
        clus
vv       VGLL1 MUTATED VGLL1 WILD-TYPE
  CLUS_1             1              14
  CLUS_2             1              37
  CLUS_3             0              26
  CLUS_4             1              25
D40V3, multiclass
[1] "Remove cluster labels:" "VGLL1 MUTATED"         
clus
  VGLL1 MUTATED VGLL1 WILD-TYPE 
              2              76 
     TCGA-D3-A1Q1      TCGA-D3-A1Q5      TCGA-D3-A1Q7      TCGA-D3-A1Q8 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-D3-A1Q9      TCGA-D3-A2J6      TCGA-D3-A2J8      TCGA-D3-A2JD 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-D3-A3CE      TCGA-D9-A148      TCGA-D9-A1JW      TCGA-D9-A1JX 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-DA-A1HV      TCGA-DA-A1HW      TCGA-DA-A1HY      TCGA-DA-A1I2 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-DA-A1IB      TCGA-EE-A17X      TCGA-EE-A181      TCGA-EE-A185 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A20F      TCGA-EE-A29C      TCGA-EE-A29E      TCGA-EE-A29H 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A29L      TCGA-EE-A29N      TCGA-EE-A29P      TCGA-EE-A29R 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A29S      TCGA-EE-A2A0      TCGA-EE-A2A2      TCGA-EE-A2A6 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A2GC      TCGA-EE-A2GH      TCGA-EE-A2GI      TCGA-EE-A2GK 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A2GL      TCGA-EE-A2GS      TCGA-EE-A2GT      TCGA-EE-A2GU 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A2M5      TCGA-EE-A2M6      TCGA-EE-A2M8      TCGA-EE-A2MC 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A2MD      TCGA-EE-A2MI      TCGA-EE-A2MJ      TCGA-EE-A2MK 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A2ML      TCGA-EE-A2MM      TCGA-EE-A2MN      TCGA-EE-A2MP 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A2MR      TCGA-EE-A2MT      TCGA-EE-A3AA      TCGA-EE-A3AB 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A3AC      TCGA-EE-A3AD      TCGA-EE-A3AE      TCGA-EE-A3AF 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-ER-A19F      TCGA-ER-A19J      TCGA-ER-A19L      TCGA-ER-A19N 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-ER-A19O      TCGA-FS-A1YW      TCGA-FS-A1Z4      TCGA-FS-A1ZD 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-FS-A1ZG      TCGA-FS-A1ZH      TCGA-FS-A1ZP      TCGA-GN-A264 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-GN-A265      TCGA-GN-A267      TCGA-GN-A268      TCGA-GN-A26D 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
D40V4, multiclass
[1] "Remove cluster labels:" "VGLL1 MUTATED"         
clus
  VGLL1 MUTATED VGLL1 WILD-TYPE 
              2              76 
     TCGA-D3-A1Q1      TCGA-D3-A1Q5      TCGA-D3-A1Q7      TCGA-D3-A1Q8 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-D3-A1Q9      TCGA-D3-A2J6      TCGA-D3-A2J8      TCGA-D3-A2JD 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-D3-A3CE      TCGA-D9-A148      TCGA-D9-A1JW      TCGA-D9-A1JX 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-DA-A1HV      TCGA-DA-A1HW      TCGA-DA-A1HY      TCGA-DA-A1I2 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-DA-A1IB      TCGA-EE-A17X      TCGA-EE-A181      TCGA-EE-A185 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A20F      TCGA-EE-A29C      TCGA-EE-A29E      TCGA-EE-A29H 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A29L      TCGA-EE-A29N      TCGA-EE-A29P      TCGA-EE-A29R 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A29S      TCGA-EE-A2A0      TCGA-EE-A2A2      TCGA-EE-A2A6 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A2GC      TCGA-EE-A2GH      TCGA-EE-A2GI      TCGA-EE-A2GK 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A2GL      TCGA-EE-A2GS      TCGA-EE-A2GT      TCGA-EE-A2GU 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A2M5      TCGA-EE-A2M6      TCGA-EE-A2M8      TCGA-EE-A2MC 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A2MD      TCGA-EE-A2MI      TCGA-EE-A2MJ      TCGA-EE-A2MK 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A2ML      TCGA-EE-A2MM      TCGA-EE-A2MN      TCGA-EE-A2MP 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A2MR      TCGA-EE-A2MT      TCGA-EE-A3AA      TCGA-EE-A3AB 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-EE-A3AC      TCGA-EE-A3AD      TCGA-EE-A3AE      TCGA-EE-A3AF 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-ER-A19F      TCGA-ER-A19J      TCGA-ER-A19L      TCGA-ER-A19N 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-ER-A19O      TCGA-FS-A1YW      TCGA-FS-A1Z4      TCGA-FS-A1ZD 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-FS-A1ZG      TCGA-FS-A1ZH      TCGA-FS-A1ZP      TCGA-GN-A264 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
     TCGA-GN-A265      TCGA-GN-A267      TCGA-GN-A268      TCGA-GN-A26D 
"VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" "VGLL1 WILD-TYPE" 
D40V5, multiclass
        clus
vv       VGLL1 MUTATED VGLL1 WILD-TYPE
  CLUS_1             1              39
  CLUS_2             1              26
  CLUS_3             1              37
D40V6, multiclass
        clus
vv       VGLL1 MUTATED VGLL1 WILD-TYPE
  CLUS_1             0              15
  CLUS_2             1              28
  CLUS_3             1              31
  CLUS_4             1              28
D40V7, multiclass
        clus
vv       VGLL1 MUTATED VGLL1 WILD-TYPE
  CLUS_1             1              39
  CLUS_2             0              23
  CLUS_3             2              40
D40V8, multiclass
        clus
vv       VGLL1 MUTATED VGLL1 WILD-TYPE
  CLUS_1             0              11
  CLUS_2             1              23
  CLUS_3             2              68

Clustering(41) Variable = GALNTL5 MUTATION ANALYSIS
D41V1, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               3                26
  CLUS_2               1                15
  CLUS_3               1                35
  CLUS_4               5                19
D41V2, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               3                12
  CLUS_2               2                36
  CLUS_3               1                25
  CLUS_4               4                22
D41V3, multiclass
D41V4, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               1                10
  CLUS_2               3                19
  CLUS_3               1                32
  CLUS_4               3                 9
D41V5, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               5                35
  CLUS_2               0                27
  CLUS_3               5                33
D41V6, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               1                14
  CLUS_2               1                28
  CLUS_3               3                29
  CLUS_4               5                24
D41V7, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               5                35
  CLUS_2               0                23
  CLUS_3               5                37
D41V8, multiclass
        clus
vv       GALNTL5 MUTATED GALNTL5 WILD-TYPE
  CLUS_1               0                11
  CLUS_2               2                22
  CLUS_3               8                62

Clustering(42) Variable = HSD11B1 MUTATION ANALYSIS
D42V1, multiclass
        clus
vv       HSD11B1 MUTATED HSD11B1 WILD-TYPE
  CLUS_1               1                28
  CLUS_2               0                16
  CLUS_3               3                33
  CLUS_4               2                22
D42V2, multiclass
        clus
vv       HSD11B1 MUTATED HSD11B1 WILD-TYPE
  CLUS_1               0                15
  CLUS_2               2                36
  CLUS_3               1                25
  CLUS_4               3                23
D42V3, multiclass
D42V4, multiclass
        clus
vv       HSD11B1 MUTATED HSD11B1 WILD-TYPE
  CLUS_1               0                11
  CLUS_2               1                21
  CLUS_3               1                32
  CLUS_4               2                10
D42V5, multiclass
        clus
vv       HSD11B1 MUTATED HSD11B1 WILD-TYPE
  CLUS_1               2                38
  CLUS_2               1                26
  CLUS_3               3                35
D42V6, multiclass
        clus
vv       HSD11B1 MUTATED HSD11B1 WILD-TYPE
  CLUS_1               1                14
  CLUS_2               1                28
  CLUS_3               2                30
  CLUS_4               2                27
D42V7, multiclass
        clus
vv       HSD11B1 MUTATED HSD11B1 WILD-TYPE
  CLUS_1               0                40
  CLUS_2               2                21
  CLUS_3               4                38
D42V8, multiclass
        clus
vv       HSD11B1 MUTATED HSD11B1 WILD-TYPE
  CLUS_1               1                10
  CLUS_2               1                23
  CLUS_3               4                66

Clustering(43) Variable = ANKRD20A4 MUTATION ANALYSIS
D43V1, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  29
  CLUS_2                 1                  15
  CLUS_3                 1                  35
  CLUS_4                 2                  22
D43V2, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 1                  14
  CLUS_2                 1                  37
  CLUS_3                 1                  25
  CLUS_4                 1                  25
D43V3, multiclass
D43V4, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 1                  10
  CLUS_2                 0                  22
  CLUS_3                 1                  32
  CLUS_4                 1                  11
D43V5, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 1                  39
  CLUS_2                 1                  26
  CLUS_3                 2                  36
D43V6, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 1                  14
  CLUS_2                 1                  28
  CLUS_3                 0                  32
  CLUS_4                 2                  27
D43V7, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 2                  38
  CLUS_2                 0                  23
  CLUS_3                 2                  40
D43V8, multiclass
        clus
vv       ANKRD20A4 MUTATED ANKRD20A4 WILD-TYPE
  CLUS_1                 0                  11
  CLUS_2                 0                  24
  CLUS_3                 4                  66

Clustering(44) Variable = GPR141 MUTATION ANALYSIS
D44V1, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              1               28
  CLUS_2              0               16
  CLUS_3              4               32
  CLUS_4              3               21
D44V2, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              0               15
  CLUS_2              5               33
  CLUS_3              2               24
  CLUS_4              1               25
D44V3, multiclass
D44V4, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              2                9
  CLUS_2              0               22
  CLUS_3              1               32
  CLUS_4              3                9
D44V5, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              5               35
  CLUS_2              2               25
  CLUS_3              1               37
D44V6, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              2               13
  CLUS_2              1               28
  CLUS_3              4               28
  CLUS_4              1               28
D44V7, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              2               38
  CLUS_2              1               22
  CLUS_3              5               37
D44V8, multiclass
        clus
vv       GPR141 MUTATED GPR141 WILD-TYPE
  CLUS_1              1               10
  CLUS_2              2               22
  CLUS_3              5               65

Clustering(45) Variable = NAP1L2 MUTATION ANALYSIS
D45V1, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              3               26
  CLUS_2              0               16
  CLUS_3              3               33
  CLUS_4              4               20
D45V2, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              1               14
  CLUS_2              4               34
  CLUS_3              3               23
  CLUS_4              2               24
D45V3, multiclass
D45V4, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              2                9
  CLUS_2              0               22
  CLUS_3              3               30
  CLUS_4              2               10
D45V5, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              3               37
  CLUS_2              3               24
  CLUS_3              4               34
D45V6, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              1               14
  CLUS_2              4               25
  CLUS_3              2               30
  CLUS_4              3               26
D45V7, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              4               36
  CLUS_2              1               22
  CLUS_3              5               37
D45V8, multiclass
        clus
vv       NAP1L2 MUTATED NAP1L2 WILD-TYPE
  CLUS_1              1               10
  CLUS_2              2               22
  CLUS_3              7               63

Clustering(46) Variable = C18ORF26 MUTATION ANALYSIS
D46V1, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                5                 24
  CLUS_2                4                 12
  CLUS_3                2                 34
  CLUS_4                2                 22
D46V2, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                4                 34
  CLUS_3                2                 24
  CLUS_4                4                 22
D46V3, multiclass
D46V4, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                2                  9
  CLUS_2                5                 17
  CLUS_3                1                 32
  CLUS_4                3                  9
D46V5, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                5                 35
  CLUS_2                3                 24
  CLUS_3                5                 33
D46V6, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                3                 26
  CLUS_3                2                 30
  CLUS_4                5                 24
D46V7, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                3                 37
  CLUS_2                2                 21
  CLUS_3                8                 34
D46V8, multiclass
        clus
vv       C18ORF26 MUTATED C18ORF26 WILD-TYPE
  CLUS_1                0                 11
  CLUS_2                2                 22
  CLUS_3               11                 59

Clustering(47) Variable = DEFB110 MUTATION ANALYSIS
D47V1, multiclass
        clus
vv       DEFB110 MUTATED DEFB110 WILD-TYPE
  CLUS_1               1                28
  CLUS_2               1                15
  CLUS_3               1                35
  CLUS_4               2                22
D47V2, multiclass
        clus
vv       DEFB110 MUTATED DEFB110 WILD-TYPE
  CLUS_1               1                14
  CLUS_2               1                37
  CLUS_3               1                25
  CLUS_4               2                24
D47V3, multiclass
D47V4, multiclass
        clus
vv       DEFB110 MUTATED DEFB110 WILD-TYPE
  CLUS_1               0                11
  CLUS_2               0                22
  CLUS_3               1                32
  CLUS_4               2                10
D47V5, multiclass
        clus
vv       DEFB110 MUTATED DEFB110 WILD-TYPE
  CLUS_1               2                38
  CLUS_2               0                27
  CLUS_3               3                35
D47V6, multiclass
        clus
vv       DEFB110 MUTATED DEFB110 WILD-TYPE
  CLUS_1               1                14
  CLUS_2               0                29
  CLUS_3               1                31
  CLUS_4               3                26
D47V7, multiclass
        clus
vv       DEFB110 MUTATED DEFB110 WILD-TYPE
  CLUS_1               2                38
  CLUS_2               0                23
  CLUS_3               3                39
D47V8, multiclass
        clus
vv       DEFB110 MUTATED DEFB110 WILD-TYPE
  CLUS_1               0                11
  CLUS_2               1                23
  CLUS_3               4                66

Clustering(48) Variable = IDH1 MUTATION ANALYSIS
D48V1, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             26
  CLUS_2            0             16
  CLUS_3            3             33
  CLUS_4            0             24
D48V2, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            0             15
  CLUS_2            2             36
  CLUS_3            1             25
  CLUS_4            3             23
D48V3, multiclass
D48V4, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2              9
  CLUS_2            1             21
  CLUS_3            2             31
  CLUS_4            0             12
D48V5, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2             38
  CLUS_2            1             26
  CLUS_3            3             35
D48V6, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            0             15
  CLUS_2            2             27
  CLUS_3            1             31
  CLUS_4            3             26
D48V7, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            3             37
  CLUS_2            2             21
  CLUS_3            1             41
D48V8, multiclass
        clus
vv       IDH1 MUTATED IDH1 WILD-TYPE
  CLUS_1            2              9
  CLUS_2            0             24
  CLUS_3            4             66

Clustering(49) Variable = SNAP91 MUTATION ANALYSIS
D49V1, multiclass
        clus
vv       SNAP91 MUTATED SNAP91 WILD-TYPE
  CLUS_1              6               23
  CLUS_2              1               15
  CLUS_3              4               32
  CLUS_4              4               20
D49V2, multiclass
        clus
vv       SNAP91 MUTATED SNAP91 WILD-TYPE
  CLUS_1              5               10
  CLUS_2              3               35
  CLUS_3              0               26
  CLUS_4              7               19
D49V3, multiclass
D49V4, multiclass
        clus
vv       SNAP91 MUTATED SNAP91 WILD-TYPE
  CLUS_1              1               10
  CLUS_2              3               19
  CLUS_3              5               28
  CLUS_4              2               10
D49V5, multiclass
        clus
vv       SNAP91 MUTATED SNAP91 WILD-TYPE
  CLUS_1              8               32
  CLUS_2              1               26
  CLUS_3              6               32
D49V6, multiclass
        clus
vv       SNAP91 MUTATED SNAP91 WILD-TYPE
  CLUS_1              1               14
  CLUS_2              2               27
  CLUS_3              5               27
  CLUS_4              7               22
D49V7, multiclass
        clus
vv       SNAP91 MUTATED SNAP91 WILD-TYPE
  CLUS_1              6               34
  CLUS_2              3               20
  CLUS_3              6               36
D49V8, multiclass
        clus
vv       SNAP91 MUTATED SNAP91 WILD-TYPE
  CLUS_1              2                9
  CLUS_2              5               19
  CLUS_3              8               62

Clustering(50) Variable = CA1 MUTATION ANALYSIS
D50V1, multiclass
        clus
vv       CA1 MUTATED CA1 WILD-TYPE
  CLUS_1           5            24
  CLUS_2           1            15
  CLUS_3           0            36
  CLUS_4           0            24
D50V2, multiclass
        clus
vv       CA1 MUTATED CA1 WILD-TYPE
  CLUS_1           1            14
  CLUS_2           0            38
  CLUS_3           3            23
  CLUS_4           2            24
D50V3, multiclass
D50V4, multiclass
        clus
vv       CA1 MUTATED CA1 WILD-TYPE
  CLUS_1           1            10
  CLUS_2           1            21
  CLUS_3           1            32
  CLUS_4           0            12
D50V5, multiclass
        clus
vv       CA1 MUTATED CA1 WILD-TYPE
  CLUS_1           3            37
  CLUS_2           0            27
  CLUS_3           3            35
D50V6, multiclass
        clus
vv       CA1 MUTATED CA1 WILD-TYPE
  CLUS_1           2            13
  CLUS_2           0            29
  CLUS_3           2            30
  CLUS_4           2            27
D50V7, multiclass
        clus
vv       CA1 MUTATED CA1 WILD-TYPE
  CLUS_1           3            37
  CLUS_2           3            20
  CLUS_3           0            42
D50V8, multiclass
        clus
vv       CA1 MUTATED CA1 WILD-TYPE
  CLUS_1           2             9
  CLUS_2           1            23
  CLUS_3           3            67

Clustering(51) Variable = SERPINB11 MUTATION ANALYSIS
D51V1, multiclass
        clus
vv       SERPINB11 MUTATED SERPINB11 WILD-TYPE
  CLUS_1                 6                  23
  CLUS_2                 2                  14
  CLUS_3                 1                  35
  CLUS_4                 3                  21
D51V2, multiclass
        clus
vv       SERPINB11 MUTATED SERPINB11 WILD-TYPE
  CLUS_1                 3                  12
  CLUS_2                 3                  35
  CLUS_3                 2                  24
  CLUS_4                 4                  22
D51V3, multiclass
D51V4, multiclass
        clus
vv       SERPINB11 MUTATED SERPINB11 WILD-TYPE
  CLUS_1                 1                  10
  CLUS_2                 3                  19
  CLUS_3                 3                  30
  CLUS_4                 1                  11
D51V5, multiclass
        clus
vv       SERPINB11 MUTATED SERPINB11 WILD-TYPE
  CLUS_1                 3                  37
  CLUS_2                 2                  25
  CLUS_3                 7                  31
D51V6, multiclass
        clus
vv       SERPINB11 MUTATED SERPINB11 WILD-TYPE
  CLUS_1                 4                  11
  CLUS_2                 2                  27
  CLUS_3                 1                  31
  CLUS_4                 5                  24
D51V7, multiclass
        clus
vv       SERPINB11 MUTATED SERPINB11 WILD-TYPE
  CLUS_1                 4                  36
  CLUS_2                 2                  21
  CLUS_3                 6                  36
D51V8, multiclass
        clus
vv       SERPINB11 MUTATED SERPINB11 WILD-TYPE
  CLUS_1                 0                  11
  CLUS_2                 2                  22
  CLUS_3                10                  60

Clustering(52) Variable = UGT2B15 MUTATION ANALYSIS
D52V1, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               3                26
  CLUS_2               3                13
  CLUS_3               4                32
  CLUS_4               3                21
D52V2, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               1                14
  CLUS_2               6                32
  CLUS_3               1                25
  CLUS_4               5                21
D52V3, multiclass
D52V4, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               0                11
  CLUS_2               4                18
  CLUS_3               3                30
  CLUS_4               2                10
D52V5, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               5                35
  CLUS_2               3                24
  CLUS_3               5                33
D52V6, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               1                14
  CLUS_2               3                26
  CLUS_3               4                28
  CLUS_4               5                24
D52V7, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               4                36
  CLUS_2               2                21
  CLUS_3               7                35
D52V8, multiclass
        clus
vv       UGT2B15 MUTATED UGT2B15 WILD-TYPE
  CLUS_1               0                11
  CLUS_2               6                18
  CLUS_3               7                63

Clustering(53) Variable = ACSM2B MUTATION ANALYSIS
D53V1, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1              4               25
  CLUS_2              4               12
  CLUS_3              8               28
  CLUS_4              5               19
D53V2, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1              5               10
  CLUS_2              8               30
  CLUS_3              1               25
  CLUS_4              7               19
D53V3, multiclass
D53V4, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1              0               11
  CLUS_2              3               19
  CLUS_3              8               25
  CLUS_4              4                8
D53V5, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1              6               34
  CLUS_2              6               21
  CLUS_3              9               29
D53V6, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1              3               12
  CLUS_2              6               23
  CLUS_3              3               29
  CLUS_4              9               20
D53V7, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1             12               28
  CLUS_2              0               23
  CLUS_3              9               33
D53V8, multiclass
        clus
vv       ACSM2B MUTATED ACSM2B WILD-TYPE
  CLUS_1              0               11
  CLUS_2              4               20
  CLUS_3             17               53

Clustering(54) Variable = C16ORF78 MUTATION ANALYSIS
D54V1, multiclass
        clus
vv       C16ORF78 MUTATED C16ORF78 WILD-TYPE
  CLUS_1                2                 27
  CLUS_2                1                 15
  CLUS_3                0                 36
  CLUS_4                5                 19
D54V2, multiclass
        clus
vv       C16ORF78 MUTATED C16ORF78 WILD-TYPE
  CLUS_1                0                 15
  CLUS_2                2                 36
  CLUS_3                3                 23
  CLUS_4                3                 23
D54V3, multiclass
D54V4, multiclass
        clus
vv       C16ORF78 MUTATED C16ORF78 WILD-TYPE
  CLUS_1                0                 11
  CLUS_2                0                 22
  CLUS_3                4                 29
  CLUS_4                1                 11
D54V5, multiclass
        clus
vv       C16ORF78 MUTATED C16ORF78 WILD-TYPE
  CLUS_1                4                 36
  CLUS_2                1                 26
  CLUS_3                3                 35
D54V6, multiclass
        clus
vv       C16ORF78 MUTATED C16ORF78 WILD-TYPE
  CLUS_1                0                 15
  CLUS_2                2                 27
  CLUS_3                3                 29
  CLUS_4                3                 26
D54V7, multiclass
        clus
vv       C16ORF78 MUTATED C16ORF78 WILD-TYPE
  CLUS_1                5                 35
  CLUS_2                0                 23
  CLUS_3                3                 39
D54V8, multiclass
        clus
vv       C16ORF78 MUTATED C16ORF78 WILD-TYPE
  CLUS_1                0                 11
  CLUS_2                1                 23
  CLUS_3                7                 63

Clustering(55) Variable = TFEC MUTATION ANALYSIS
D55V1, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            2             27
  CLUS_2            2             14
  CLUS_3            3             33
  CLUS_4            3             21
D55V2, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            1             14
  CLUS_2            2             36
  CLUS_3            3             23
  CLUS_4            4             22
D55V3, multiclass
D55V4, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            2              9
  CLUS_2            2             20
  CLUS_3            1             32
  CLUS_4            2             10
D55V5, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            4             36
  CLUS_2            3             24
  CLUS_3            3             35
D55V6, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            3             12
  CLUS_2            3             26
  CLUS_3            1             31
  CLUS_4            3             26
D55V7, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            5             35
  CLUS_2            1             22
  CLUS_3            4             38
D55V8, multiclass
        clus
vv       TFEC MUTATED TFEC WILD-TYPE
  CLUS_1            1             10
  CLUS_2            0             24
  CLUS_3            9             61

Clustering(56) Variable = TRHDE MUTATION ANALYSIS
D56V1, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             6              23
  CLUS_2             4              12
  CLUS_3            10              26
  CLUS_4             4              20
D56V2, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             4              11
  CLUS_2             6              32
  CLUS_3             2              24
  CLUS_4            12              14
D56V3, multiclass
D56V4, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             0              11
  CLUS_2             3              19
  CLUS_3            11              22
  CLUS_4             4               8
D56V5, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            10              30
  CLUS_2             4              23
  CLUS_3            10              28
D56V6, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             2              13
  CLUS_2             5              24
  CLUS_3             9              23
  CLUS_4             8              21
D56V7, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1            10              30
  CLUS_2             4              19
  CLUS_3            10              32
D56V8, multiclass
        clus
vv       TRHDE MUTATED TRHDE WILD-TYPE
  CLUS_1             1              10
  CLUS_2             9              15
  CLUS_3            14              56

Clustering(57) Variable = OR5AC2 MUTATION ANALYSIS
D57V1, multiclass
        clus
vv       OR5AC2 MUTATED OR5AC2 WILD-TYPE
  CLUS_1              3               26
  CLUS_2              3               13
  CLUS_3              5               31
  CLUS_4              2               22
D57V2, multiclass
        clus
vv       OR5AC2 MUTATED OR5AC2 WILD-TYPE
  CLUS_1              2               13
  CLUS_2              5               33
  CLUS_3              4               22
  CLUS_4              2               24
D57V3, multiclass
D57V4, multiclass
        clus
vv       OR5AC2 MUTATED OR5AC2 WILD-TYPE
  CLUS_1              0               11
  CLUS_2              3               19
  CLUS_3              6               27
  CLUS_4              1               11
D57V5, multiclass
        clus
vv       OR5AC2 MUTATED OR5AC2 WILD-TYPE
  CLUS_1              6               34
  CLUS_2              5               22
  CLUS_3              2               36
D57V6, multiclass
        clus
vv       OR5AC2 MUTATED OR5AC2 WILD-TYPE
  CLUS_1              4               11
  CLUS_2              5               24
  CLUS_3              4               28
  CLUS_4              0               29
D57V7, multiclass
        clus
vv       OR5AC2 MUTATED OR5AC2 WILD-TYPE
  CLUS_1              5               35
  CLUS_2              3               20
  CLUS_3              5               37
D57V8, multiclass
        clus
vv       OR5AC2 MUTATED OR5AC2 WILD-TYPE
  CLUS_1              1               10
  CLUS_2              2               22
  CLUS_3             10               60

Clustering(58) Variable = CCDC102B MUTATION ANALYSIS
D58V1, multiclass
        clus
vv       CCDC102B MUTATED CCDC102B WILD-TYPE
  CLUS_1                1                 28
  CLUS_2                2                 14
  CLUS_3                2                 34
  CLUS_4                6                 18
D58V2, multiclass
        clus
vv       CCDC102B MUTATED CCDC102B WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                3                 35
  CLUS_3                2                 24
  CLUS_4                3                 23
D58V3, multiclass
D58V4, multiclass
        clus
vv       CCDC102B MUTATED CCDC102B WILD-TYPE
  CLUS_1                0                 11
  CLUS_2                1                 21
  CLUS_3                5                 28
  CLUS_4                3                  9
D58V5, multiclass
        clus
vv       CCDC102B MUTATED CCDC102B WILD-TYPE
  CLUS_1                2                 38
  CLUS_2                3                 24
  CLUS_3                6                 32
D58V6, multiclass
        clus
vv       CCDC102B MUTATED CCDC102B WILD-TYPE
  CLUS_1                1                 14
  CLUS_2                3                 26
  CLUS_3                2                 30
  CLUS_4                5                 24
D58V7, multiclass
        clus
vv       CCDC102B MUTATED CCDC102B WILD-TYPE
  CLUS_1                5                 35
  CLUS_2                4                 19
  CLUS_3                2                 40
D58V8, multiclass
        clus
vv       CCDC102B MUTATED CCDC102B WILD-TYPE
  CLUS_1                2                  9
  CLUS_2                1                 23
  CLUS_3                8                 62

Clustering(59) Variable = GRXCR1 MUTATION ANALYSIS
D59V1, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              6               23
  CLUS_2              1               15
  CLUS_3              4               32
  CLUS_4              1               23
D59V2, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              1               14
  CLUS_2              4               34
  CLUS_3              1               25
  CLUS_4              6               20
D59V3, multiclass
D59V4, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              1               10
  CLUS_2              1               21
  CLUS_3              6               27
  CLUS_4              2               10
D59V5, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              5               35
  CLUS_2              3               24
  CLUS_3              4               34
D59V6, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              2               13
  CLUS_2              3               26
  CLUS_3              3               29
  CLUS_4              4               25
D59V7, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              6               34
  CLUS_2              3               20
  CLUS_3              3               39
D59V8, multiclass
        clus
vv       GRXCR1 MUTATED GRXCR1 WILD-TYPE
  CLUS_1              2                9
  CLUS_2              2               22
  CLUS_3              8               62

Clustering(60) Variable = OR4M2 MUTATION ANALYSIS
D60V1, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             5              24
  CLUS_2             2              14
  CLUS_3             3              33
  CLUS_4             3              21
D60V2, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             3              12
  CLUS_2             2              36
  CLUS_3             2              24
  CLUS_4             6              20
D60V3, multiclass
D60V4, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             1              10
  CLUS_2             2              20
  CLUS_3             5              28
  CLUS_4             3               9
D60V5, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             7              33
  CLUS_2             2              25
  CLUS_3             4              34
D60V6, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             1              14
  CLUS_2             2              27
  CLUS_3             5              27
  CLUS_4             5              24
D60V7, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             8              32
  CLUS_2             1              22
  CLUS_3             4              38
D60V8, multiclass
        clus
vv       OR4M2 MUTATED OR4M2 WILD-TYPE
  CLUS_1             1              10
  CLUS_2             2              22
  CLUS_3            10              60

Clustering(61) Variable = PLAC8L1 MUTATION ANALYSIS
D61V1, multiclass
        clus
vv       PLAC8L1 MUTATED PLAC8L1 WILD-TYPE
  CLUS_1               0                29
  CLUS_2               0                16
  CLUS_3               3                33
  CLUS_4               0                24
D61V2, multiclass
        clus
vv       PLAC8L1 MUTATED PLAC8L1 WILD-TYPE
  CLUS_1               0                15
  CLUS_2               2                36
  CLUS_3               0                26
  CLUS_4               1                25
D61V3, multiclass
D61V4, multiclass
        clus
vv       PLAC8L1 MUTATED PLAC8L1 WILD-TYPE
  CLUS_1               0                11
  CLUS_2               1                21
  CLUS_3               2                31
  CLUS_4               0                12
D61V5, multiclass
        clus
vv       PLAC8L1 MUTATED PLAC8L1 WILD-TYPE
  CLUS_1               1                39
  CLUS_2               2                25
  CLUS_3               0                38
D61V6, multiclass
        clus
vv       PLAC8L1 MUTATED PLAC8L1 WILD-TYPE
  CLUS_1               1                14
  CLUS_2               2                27
  CLUS_3               0                32
  CLUS_4               0                29
D61V7, multiclass
        clus
vv       PLAC8L1 MUTATED PLAC8L1 WILD-TYPE
  CLUS_1               1                39
  CLUS_2               0                23
  CLUS_3               2                40
D61V8, multiclass
        clus
vv       PLAC8L1 MUTATED PLAC8L1 WILD-TYPE
  CLUS_1               0                11
  CLUS_2               1                23
  CLUS_3               2                68

Clustering(62) Variable = POM121 MUTATION ANALYSIS
D62V1, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              3               26
  CLUS_2              2               14
  CLUS_3              2               34
  CLUS_4              3               21
D62V2, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              3               12
  CLUS_2              2               36
  CLUS_3              3               23
  CLUS_4              2               24
D62V3, multiclass
D62V4, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              0               11
  CLUS_2              2               20
  CLUS_3              6               27
  CLUS_4              0               12
D62V5, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              5               35
  CLUS_2              2               25
  CLUS_3              3               35
D62V6, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              2               13
  CLUS_2              2               27
  CLUS_3              4               28
  CLUS_4              2               27
D62V7, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              6               34
  CLUS_2              1               22
  CLUS_3              3               39
D62V8, multiclass
        clus
vv       POM121 MUTATED POM121 WILD-TYPE
  CLUS_1              0               11
  CLUS_2              1               23
  CLUS_3              9               61

Clustering(63) Variable = RBM11 MUTATION ANALYSIS
D63V1, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             2              27
  CLUS_2             1              15
  CLUS_3             3              33
  CLUS_4             3              21
D63V2, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             0              15
  CLUS_2             4              34
  CLUS_3             1              25
  CLUS_4             4              22
D63V3, multiclass
D63V4, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             0              11
  CLUS_2             2              20
  CLUS_3             3              30
  CLUS_4             2              10
D63V5, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             4              36
  CLUS_2             2              25
  CLUS_3             3              35
D63V6, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             2              13
  CLUS_2             2              27
  CLUS_3             2              30
  CLUS_4             3              26
D63V7, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             3              37
  CLUS_2             1              22
  CLUS_3             5              37
D63V8, multiclass
        clus
vv       RBM11 MUTATED RBM11 WILD-TYPE
  CLUS_1             0              11
  CLUS_2             3              21
  CLUS_3             6              64

Clustering(64) Variable = RUNX1T1 MUTATION ANALYSIS
D64V1, multiclass
        clus
vv       RUNX1T1 MUTATED RUNX1T1 WILD-TYPE
  CLUS_1               2                27
  CLUS_2               3                13
  CLUS_3               9                27
  CLUS_4               2                22
D64V2, multiclass
        clus
vv       RUNX1T1 MUTATED RUNX1T1 WILD-TYPE
  CLUS_1               2                13
  CLUS_2               8                30
  CLUS_3               2                24
  CLUS_4               4                22
D64V3, multiclass
D64V4, multiclass
        clus
vv       RUNX1T1 MUTATED RUNX1T1 WILD-TYPE
  CLUS_1               0                11
  CLUS_2               2                20
  CLUS_3               5                28
  CLUS_4               5                 7
D64V5, multiclass
        clus
vv       RUNX1T1 MUTATED RUNX1T1 WILD-TYPE
  CLUS_1               6                34
  CLUS_2               4                23
  CLUS_3               6                32
D64V6, multiclass
        clus
vv       RUNX1T1 MUTATED RUNX1T1 WILD-TYPE
  CLUS_1               4                11
  CLUS_2               4                25
  CLUS_3               3                29
  CLUS_4               5                24
D64V7, multiclass
        clus
vv       RUNX1T1 MUTATED RUNX1T1 WILD-TYPE
  CLUS_1               6                34
  CLUS_2               2                21
  CLUS_3               8                34
D64V8, multiclass
        clus
vv       RUNX1T1 MUTATED RUNX1T1 WILD-TYPE
  CLUS_1               1                10
  CLUS_2               3                21
  CLUS_3              12                58

Clustering(65) Variable = RGS7 MUTATION ANALYSIS
D65V1, multiclass
        clus
vv       RGS7 MUTATED RGS7 WILD-TYPE
  CLUS_1            6             23
  CLUS_2            2             14
  CLUS_3            4             32
  CLUS_4            5             19
D65V2, multiclass
        clus
vv       RGS7 MUTATED RGS7 WILD-TYPE
  CLUS_1            3             12
  CLUS_2            4             34
  CLUS_3            4             22
  CLUS_4            6             20
D65V3, multiclass
D65V4, multiclass
        clus
vv       RGS7 MUTATED RGS7 WILD-TYPE
  CLUS_1            1             10
  CLUS_2            5             17
  CLUS_3            5             28
  CLUS_4            3              9
D65V5, multiclass
        clus
vv       RGS7 MUTATED RGS7 WILD-TYPE
  CLUS_1            4             36
  CLUS_2            6             21
  CLUS_3            7             31
D65V6, multiclass
        clus
vv       RGS7 MUTATED RGS7 WILD-TYPE
  CLUS_1            1             14
  CLUS_2            4             25
  CLUS_3            4             28
  CLUS_4            8             21
D65V7, multiclass
        clus
vv       RGS7 MUTATED RGS7 WILD-TYPE
  CLUS_1            9             31
  CLUS_2            2             21
  CLUS_3            6             36
D65V8, multiclass
        clus
vv       RGS7 MUTATED RGS7 WILD-TYPE
  CLUS_1            1             10
  CLUS_2            4             20
  CLUS_3           12             58

Clustering(66) Variable = CLVS2 MUTATION ANALYSIS
D66V1, multiclass
        clus
vv       CLVS2 MUTATED CLVS2 WILD-TYPE
  CLUS_1             2              27
  CLUS_2             1              15
  CLUS_3             3              33
  CLUS_4             5              19
D66V2, multiclass
        clus
vv       CLVS2 MUTATED CLVS2 WILD-TYPE
  CLUS_1             2              13
  CLUS_2             5              33
  CLUS_3             1              25
  CLUS_4             3              23
D66V3, multiclass
D66V4, multiclass
        clus
vv       CLVS2 MUTATED CLVS2 WILD-TYPE
  CLUS_1             0              11
  CLUS_2             2              20
  CLUS_3             3              30
  CLUS_4             2              10
D66V5, multiclass
        clus
vv       CLVS2 MUTATED CLVS2 WILD-TYPE
  CLUS_1             2              38
  CLUS_2             5              22
  CLUS_3             4              34
D66V6, multiclass
        clus
vv       CLVS2 MUTATED CLVS2 WILD-TYPE
  CLUS_1             0              15
  CLUS_2             5              24
  CLUS_3             2              30
  CLUS_4             4              25
D66V7, multiclass
        clus
vv       CLVS2 MUTATED CLVS2 WILD-TYPE
  CLUS_1             4              36
  CLUS_2             2              21
  CLUS_3             5              37
D66V8, multiclass
        clus
vv       CLVS2 MUTATED CLVS2 WILD-TYPE
  CLUS_1             2               9
  CLUS_2             2              22
  CLUS_3             7              63

Clustering(67) Variable = DEFB118 MUTATION ANALYSIS
D67V1, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               2                27
  CLUS_2               0                16
  CLUS_3               0                36
  CLUS_4               4                20
D67V2, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               1                14
  CLUS_2               1                37
  CLUS_3               3                23
  CLUS_4               1                25
D67V3, multiclass
D67V4, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               1                10
  CLUS_2               2                20
  CLUS_3               1                32
  CLUS_4               1                11
D67V5, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               3                37
  CLUS_2               0                27
  CLUS_3               3                35
D67V6, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               1                14
  CLUS_2               1                28
  CLUS_3               3                29
  CLUS_4               1                28
D67V7, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               1                39
  CLUS_2               2                21
  CLUS_3               3                39
D67V8, multiclass
        clus
vv       DEFB118 MUTATED DEFB118 WILD-TYPE
  CLUS_1               0                11
  CLUS_2               1                23
  CLUS_3               5                65

Clustering(68) Variable = OR52A5 MUTATION ANALYSIS
D68V1, multiclass
        clus
vv       OR52A5 MUTATED OR52A5 WILD-TYPE
  CLUS_1              4               25
  CLUS_2              3               13
  CLUS_3              3               33
  CLUS_4              2               22
D68V2, multiclass
        clus
vv       OR52A5 MUTATED OR52A5 WILD-TYPE
  CLUS_1              2               13
  CLUS_2              1               37
  CLUS_3              1               25
  CLUS_4              8               18
D68V3, multiclass
D68V4, multiclass
        clus
vv       OR52A5 MUTATED OR52A5 WILD-TYPE
  CLUS_1              0               11
  CLUS_2              3               19
  CLUS_3              3               30
  CLUS_4              2               10
D68V5, multiclass
        clus
vv       OR52A5 MUTATED OR52A5 WILD-TYPE
  CLUS_1              3               37
  CLUS_2              1               26
  CLUS_3              8               30
D68V6, multiclass
        clus
vv       OR52A5 MUTATED OR52A5 WILD-TYPE
  CLUS_1              2               13
  CLUS_2              1               28
  CLUS_3              1               31
  CLUS_4              8               21
D68V7, multiclass
        clus
vv       OR52A5 MUTATED OR52A5 WILD-TYPE
  CLUS_1              4               36
  CLUS_2              3               20
  CLUS_3              5               37
D68V8, multiclass
        clus
vv       OR52A5 MUTATED OR52A5 WILD-TYPE
  CLUS_1              1               10
  CLUS_2              1               23
  CLUS_3             10               60

Clustering(69) Variable = SPTLC3 MUTATION ANALYSIS
D69V1, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              5               24
  CLUS_2              2               14
  CLUS_3              5               31
  CLUS_4              1               23
D69V2, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              2               13
  CLUS_2              3               35
  CLUS_3              5               21
  CLUS_4              3               23
D69V3, multiclass
D69V4, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              1               10
  CLUS_2              4               18
  CLUS_3              5               28
  CLUS_4              1               11
D69V5, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              6               34
  CLUS_2              6               21
  CLUS_3              1               37
D69V6, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              1               14
  CLUS_2              5               24
  CLUS_3              5               27
  CLUS_4              2               27
D69V7, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              5               35
  CLUS_2              1               22
  CLUS_3              7               35
D69V8, multiclass
        clus
vv       SPTLC3 MUTATED SPTLC3 WILD-TYPE
  CLUS_1              1               10
  CLUS_2              2               22
  CLUS_3             10               60

Clustering(70) Variable = ACTL7B MUTATION ANALYSIS
D70V1, multiclass
        clus
vv       ACTL7B MUTATED ACTL7B WILD-TYPE
  CLUS_1              1               28
  CLUS_2              0               16
  CLUS_3              2               34
  CLUS_4              4               20
D70V2, multiclass
        clus
vv       ACTL7B MUTATED ACTL7B WILD-TYPE
  CLUS_1              1               14
  CLUS_2              2               36
  CLUS_3              2               24
  CLUS_4              2               24
D70V3, multiclass
D70V4, multiclass
        clus
vv       ACTL7B MUTATED ACTL7B WILD-TYPE
  CLUS_1              0               11
  CLUS_2              3               19
  CLUS_3              2               31
  CLUS_4              1               11
D70V5, multiclass
        clus
vv       ACTL7B MUTATED ACTL7B WILD-TYPE
  CLUS_1              4               36
  CLUS_2              1               26
  CLUS_3              2               36
D70V6, multiclass
        clus
vv       ACTL7B MUTATED ACTL7B WILD-TYPE
  CLUS_1              0               15
  CLUS_2              1               28
  CLUS_3              4               28
  CLUS_4              2               27
D70V7, multiclass
        clus
vv       ACTL7B MUTATED ACTL7B WILD-TYPE
  CLUS_1              2               38
  CLUS_2              2               21
  CLUS_3              3               39
D70V8, multiclass
        clus
vv       ACTL7B MUTATED ACTL7B WILD-TYPE
  CLUS_1              1               10
  CLUS_2              1               23
  CLUS_3              5               65

Clustering(71) Variable = PHGDH MUTATION ANALYSIS
D71V1, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             3              26
  CLUS_2             0              16
  CLUS_3             3              33
  CLUS_4             1              23
D71V2, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             2              13
  CLUS_2             3              35
  CLUS_3             1              25
  CLUS_4             1              25
D71V3, multiclass
D71V4, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             0              11
  CLUS_2             3              19
  CLUS_3             2              31
  CLUS_4             1              11
D71V5, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             1              39
  CLUS_2             2              25
  CLUS_3             4              34
D71V6, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             1              14
  CLUS_2             2              27
  CLUS_3             2              30
  CLUS_4             2              27
D71V7, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             1              39
  CLUS_2             2              21
  CLUS_3             4              38
D71V8, multiclass
        clus
vv       PHGDH MUTATED PHGDH WILD-TYPE
  CLUS_1             0              11
  CLUS_2             3              21
  CLUS_3             4              66

Clustering(72) Variable = RGPD3 MUTATION ANALYSIS
D72V1, multiclass
        clus
vv       RGPD3 MUTATED RGPD3 WILD-TYPE
  CLUS_1             9              20
  CLUS_2             1              15
  CLUS_3             5              31
  CLUS_4             3              21
D72V2, multiclass
        clus
vv       RGPD3 MUTATED RGPD3 WILD-TYPE
  CLUS_1             2              13
  CLUS_2             7              31
  CLUS_3             2              24
  CLUS_4             7              19
D72V3, multiclass
D72V4, multiclass
        clus
vv       RGPD3 MUTATED RGPD3 WILD-TYPE
  CLUS_1             1              10
  CLUS_2             5              17
  CLUS_3             4              29
  CLUS_4             3               9
D72V5, multiclass
        clus
vv       RGPD3 MUTATED RGPD3 WILD-TYPE
  CLUS_1             5              35
  CLUS_2             4              23
  CLUS_3             9              29
D72V6, multiclass
        clus
vv       RGPD3 MUTATED RGPD3 WILD-TYPE
  CLUS_1             4              11
  CLUS_2             5              24
  CLUS_3             2              30
  CLUS_4             7              22
D72V7, multiclass
        clus
vv       RGPD3 MUTATED RGPD3 WILD-TYPE
  CLUS_1             6              34
  CLUS_2             6              17
  CLUS_3             6              36
D72V8, multiclass
        clus
vv       RGPD3 MUTATED RGPD3 WILD-TYPE
  CLUS_1             3               8
  CLUS_2             3              21
  CLUS_3            12              58

Clustering(73) Variable = WDR12 MUTATION ANALYSIS
D73V1, multiclass
        clus
vv       WDR12 MUTATED WDR12 WILD-TYPE
  CLUS_1             3              26
  CLUS_2             0              16
  CLUS_3             3              33
  CLUS_4             1              23
D73V2, multiclass
        clus
vv       WDR12 MUTATED WDR12 WILD-TYPE
  CLUS_1             1              14
  CLUS_2             3              35
  CLUS_3             2              24
  CLUS_4             1              25
D73V3, multiclass
D73V4, multiclass
        clus
vv       WDR12 MUTATED WDR12 WILD-TYPE
  CLUS_1             1              10
  CLUS_2             3              19
  CLUS_3             1              32
  CLUS_4             1              11
D73V5, multiclass
        clus
vv       WDR12 MUTATED WDR12 WILD-TYPE
  CLUS_1             4              36
  CLUS_2             1              26
  CLUS_3             2              36
D73V6, multiclass
        clus
vv       WDR12 MUTATED WDR12 WILD-TYPE
  CLUS_1             2              13
  CLUS_2             1              28
  CLUS_3             4              28
  CLUS_4             0              29
D73V7, multiclass
        clus
vv       WDR12 MUTATED WDR12 WILD-TYPE
  CLUS_1             0              40
  CLUS_2             3              20
  CLUS_3             4              38
D73V8, multiclass
        clus
vv       WDR12 MUTATED WDR12 WILD-TYPE
  CLUS_1             1              10
  CLUS_2             4              20
  CLUS_3             2              68

Clustering(74) Variable = MPP7 MUTATION ANALYSIS
D74V1, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            6             23
  CLUS_2            2             14
  CLUS_3            3             33
  CLUS_4            2             22
D74V2, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            3             12
  CLUS_2            3             35
  CLUS_3            2             24
  CLUS_4            5             21
D74V3, multiclass
D74V4, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            1             10
  CLUS_2            4             18
  CLUS_3            3             30
  CLUS_4            3              9
D74V5, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            3             37
  CLUS_2            3             24
  CLUS_3            7             31
D74V6, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            2             13
  CLUS_2            2             27
  CLUS_3            2             30
  CLUS_4            7             22
D74V7, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            5             35
  CLUS_2            2             21
  CLUS_3            6             36
D74V8, multiclass
        clus
vv       MPP7 MUTATED MPP7 WILD-TYPE
  CLUS_1            1             10
  CLUS_2            3             21
  CLUS_3            9             61
                     V1                      V2                      V3 
              "CN_CNMF"      "METHLYATION_CNMF"             "RPPA_CNMF" 
                     V4                      V5                      V6 
   "RPPA_CHIERARCHICAL"          "MRNASEQ_CNMF" "MRNASEQ_CHIERARCHICAL" 
                     V7                      V8 
          "MIRSEQ_CNMF"  "MIRSEQ_CHIERARCHICAL" 
> q(save="no")
