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

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> source("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/13/Correlate_Genomic_Events.R")
> result <- main("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/13/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-tTRUE", "-iD=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/CESC-TP/8282854/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/CESC-TP/8282694/CESC-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=CESC-TP", "-nV=Nozzle.R1", "-OP=MUTSIG", "-iT=", "-iX=")
[1] "terrence_modification_tag"
[1] TRUE
[1] "nver"          "-nV=Nozzle.R1"
[1] "nfn"                                 "/xchip/tcga/Tools/Nozzle/v1.current"
[1] "Nozzle.R1"
[1] "successfully load Nozzle.R1"
[1] "ofn"         "-oT=CESC-TP"
[1] "opt"        "-OP=MUTSIG"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"    "MUTSIG"
[1] "dx" ""  
[1] "cfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/CESC-TP/8282694/CESC-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/CESC-TP/8282854/transformed.cor.cli.txt"

nPatients in clinical file=211, in cluster file=192, common to both=192
[1]  80 192
[1] "1P GAIN MUTATION ANALYSIS"
[1] 3
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               57               135 
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               57               135 
[1] "1Q GAIN MUTATION ANALYSIS"
[1] 3
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               90               102 
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               90               102 
[1] "2P GAIN MUTATION ANALYSIS"
[1] 3
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               40               152 
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               40               152 
[1] "2Q GAIN MUTATION ANALYSIS"
[1] 3
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               25               167 
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               25               167 
[1] "3P GAIN MUTATION ANALYSIS"
[1] 3
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               48               144 
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               48               144 
[1] "3Q GAIN MUTATION ANALYSIS"
[1] 3
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
              113                79 
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
              113                79 
[1] "4P GAIN MUTATION ANALYSIS"
[1] 3
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
                6               186 
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
                6               186 
[1] "4Q GAIN MUTATION ANALYSIS"
[1] 3
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
                7               185 
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
                7               185 
[1] "5P GAIN MUTATION ANALYSIS"
[1] 3
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               64               128 
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               64               128 
[1] "5Q GAIN MUTATION ANALYSIS"
[1] 3
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               28               164 
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               28               164 
[1] "6P GAIN MUTATION ANALYSIS"
[1] 3
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
               35               157 
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
               35               157 
[1] "6Q GAIN MUTATION ANALYSIS"
[1] 3
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               22               170 
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               22               170 
[1] "7P GAIN MUTATION ANALYSIS"
[1] 3
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
               23               169 
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
               23               169 
[1] "7Q GAIN MUTATION ANALYSIS"
[1] 3
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
               21               171 
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
               21               171 
[1] "8P GAIN MUTATION ANALYSIS"
[1] 3
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               29               163 
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               29               163 
[1] "8Q GAIN MUTATION ANALYSIS"
[1] 3
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
               50               142 
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
               50               142 
[1] "9P GAIN MUTATION ANALYSIS"
[1] 3
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
               30               162 
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
               30               162 
[1] "9Q GAIN MUTATION ANALYSIS"
[1] 3
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
               30               162 
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
               30               162 
[1] "10P GAIN MUTATION ANALYSIS"
[1] 3
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                14                178 
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                14                178 
[1] "10Q GAIN MUTATION ANALYSIS"
[1] 3
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                 9                183 
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                 9                183 
[1] "11P GAIN MUTATION ANALYSIS"
[1] 3
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                 6                186 
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                 6                186 
[1] "11Q GAIN MUTATION ANALYSIS"
[1] 3
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                 7                185 
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                 7                185 
[1] "12P GAIN MUTATION ANALYSIS"
[1] 3
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                30                162 
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                30                162 
[1] "12Q GAIN MUTATION ANALYSIS"
[1] 3
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                30                162 
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                30                162 
[1] "13Q GAIN MUTATION ANALYSIS"
[1] 3
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                16                176 
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                16                176 
[1] "14Q GAIN MUTATION ANALYSIS"
[1] 3
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                27                165 
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                27                165 
[1] "15Q GAIN MUTATION ANALYSIS"
[1] 3
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                34                158 
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                34                158 
[1] "16P GAIN MUTATION ANALYSIS"
[1] 3
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                26                166 
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                26                166 
[1] "16Q GAIN MUTATION ANALYSIS"
[1] 3
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                23                169 
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                23                169 
[1] "17P GAIN MUTATION ANALYSIS"
[1] 3
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                14                178 
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                14                178 
[1] "17Q GAIN MUTATION ANALYSIS"
[1] 3
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                31                161 
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                31                161 
[1] "18P GAIN MUTATION ANALYSIS"
[1] 3
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                25                167 
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                25                167 
[1] "18Q GAIN MUTATION ANALYSIS"
[1] 3
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                14                178 
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                14                178 
[1] "19P GAIN MUTATION ANALYSIS"
[1] 3
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                29                163 
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                29                163 
[1] "19Q GAIN MUTATION ANALYSIS"
[1] 3
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                45                147 
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                45                147 
[1] "20P GAIN MUTATION ANALYSIS"
[1] 3
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
                66                126 
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
                66                126 
[1] "20Q GAIN MUTATION ANALYSIS"
[1] 3
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
                74                118 
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
                74                118 
[1] "21Q GAIN MUTATION ANALYSIS"
[1] 3
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                27                165 
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                27                165 
[1] "22Q GAIN MUTATION ANALYSIS"
[1] 3
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                23                169 
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                23                169 
[1] "XQ GAIN MUTATION ANALYSIS"
[1] 3
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               26               166 
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               26               166 
[1] "1P LOSS MUTATION ANALYSIS"
[1] 3
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
                7               185 
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
                7               185 
[1] "1Q LOSS MUTATION ANALYSIS"
[1] 3
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
                7               185 
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
                7               185 
[1] "2P LOSS MUTATION ANALYSIS"
[1] 3
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               11               181 
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               11               181 
[1] "2Q LOSS MUTATION ANALYSIS"
[1] 3
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               22               170 
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               22               170 
[1] "3P LOSS MUTATION ANALYSIS"
[1] 3
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               47               145 
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               47               145 
[1] "3Q LOSS MUTATION ANALYSIS"
[1] 3
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
                8               184 
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
                8               184 
[1] "4P LOSS MUTATION ANALYSIS"
[1] 3
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               77               115 
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               77               115 
[1] "4Q LOSS MUTATION ANALYSIS"
[1] 3
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               54               138 
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               54               138 
[1] "5P LOSS MUTATION ANALYSIS"
[1] 3
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               13               179 
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               13               179 
[1] "5Q LOSS MUTATION ANALYSIS"
[1] 3
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               35               157 
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               35               157 
[1] "6P LOSS MUTATION ANALYSIS"
[1] 3
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               29               163 
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               29               163 
[1] "6Q LOSS MUTATION ANALYSIS"
[1] 3
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               47               145 
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               47               145 
[1] "7P LOSS MUTATION ANALYSIS"
[1] 3
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
               18               174 
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
               18               174 
[1] "7Q LOSS MUTATION ANALYSIS"
[1] 3
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               29               163 
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               29               163 
[1] "8P LOSS MUTATION ANALYSIS"
[1] 3
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               51               141 
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               51               141 
[1] "8Q LOSS MUTATION ANALYSIS"
[1] 3
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               17               175 
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               17               175 
[1] "9P LOSS MUTATION ANALYSIS"
[1] 3
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
               35               157 
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
               35               157 
[1] "9Q LOSS MUTATION ANALYSIS"
[1] 3
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               29               163 
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               29               163 
[1] "10P LOSS MUTATION ANALYSIS"
[1] 3
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                41                151 
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                41                151 
[1] "10Q LOSS MUTATION ANALYSIS"
[1] 3
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                45                147 
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                45                147 
[1] "11P LOSS MUTATION ANALYSIS"
[1] 3
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                58                134 
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                58                134 
[1] "11Q LOSS MUTATION ANALYSIS"
[1] 3
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                73                119 
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                73                119 
[1] "12P LOSS MUTATION ANALYSIS"
[1] 3
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                25                167 
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                25                167 
[1] "12Q LOSS MUTATION ANALYSIS"
[1] 3
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                 8                184 
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                 8                184 
[1] "13Q LOSS MUTATION ANALYSIS"
[1] 3
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                49                143 
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                49                143 
[1] "14Q LOSS MUTATION ANALYSIS"
[1] 3
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                22                170 
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                22                170 
[1] "15Q LOSS MUTATION ANALYSIS"
[1] 3
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                25                167 
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                25                167 
[1] "16P LOSS MUTATION ANALYSIS"
[1] 3
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                24                168 
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                24                168 
[1] "16Q LOSS MUTATION ANALYSIS"
[1] 3
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                30                162 
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                30                162 
[1] "17P LOSS MUTATION ANALYSIS"
[1] 3
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                56                136 
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                56                136 
[1] "17Q LOSS MUTATION ANALYSIS"
[1] 3
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                19                173 
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                19                173 
[1] "18P LOSS MUTATION ANALYSIS"
[1] 3
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                35                157 
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                35                157 
[1] "18Q LOSS MUTATION ANALYSIS"
[1] 3
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                48                144 
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                48                144 
[1] "19P LOSS MUTATION ANALYSIS"
[1] 3
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                36                156 
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                36                156 
[1] "19Q LOSS MUTATION ANALYSIS"
[1] 3
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                16                176 
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                16                176 
[1] "20P LOSS MUTATION ANALYSIS"
[1] 3
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                14                178 
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                14                178 
[1] "20Q LOSS MUTATION ANALYSIS"
[1] 3
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                 5                187 
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                 5                187 
[1] "21Q LOSS MUTATION ANALYSIS"
[1] 3
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                28                164 
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                28                164 
[1] "22Q LOSS MUTATION ANALYSIS"
[1] 3
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                42                150 
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                42                150 
[1] "XQ LOSS MUTATION ANALYSIS"
[1] 3
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               39               153 
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               39               153 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
[5] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[7] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"

Input Data has 8 rows and 192 columns.

Variable 1:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=7,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'MRNASEQ_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MIRSEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MIRSEQ_MATURE_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
[5] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[7] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 192 columns, 0 survival variables, and 8 non-survival variables.
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=7, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=4, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = 1P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       21     10     26
  1P GAIN WILD-TYPE     39     32     64
D1V1, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              21                39
  CLUS_2              10                32
  CLUS_3              26                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  1P GAIN MUTATED       16      8      8      5      9      4      7
  1P GAIN WILD-TYPE     16     19     13     27     22     30      8
D1V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED       28     11     10      7
  1P GAIN WILD-TYPE     36     23     35     30
D1V3, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              28                36
  CLUS_2              11                23
  CLUS_3              10                35
  CLUS_4               7                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        5     41     10
  1P GAIN WILD-TYPE     14     71     39
D1V4, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               5                14
  CLUS_2              41                71
  CLUS_3              10                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       23     15     19
  1P GAIN WILD-TYPE     50     37     48
D1V5, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              23                50
  CLUS_2              15                37
  CLUS_3              19                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       28     15     14
  1P GAIN WILD-TYPE     43     46     46
D1V6, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              28                43
  CLUS_2              15                46
  CLUS_3              14                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       24     16     17
  1P GAIN WILD-TYPE     48     36     51
D1V7, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              24                48
  CLUS_2              16                36
  CLUS_3              17                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       26     18     13
  1P GAIN WILD-TYPE     41     52     42
D1V8, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              26                41
  CLUS_2              18                52
  CLUS_3              13                42

Clustering(2) Variable = 1Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       36     19     35
  1Q GAIN WILD-TYPE     24     23     55
D2V1, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              36                24
  CLUS_2              19                23
  CLUS_3              35                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  1Q GAIN MUTATED       21     13     11     11     13     12      9
  1Q GAIN WILD-TYPE     11     14     10     21     18     22      6
D2V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED       36     17     19     13
  1Q GAIN WILD-TYPE     28     17     26     24
D2V3, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              36                28
  CLUS_2              17                17
  CLUS_3              19                26
  CLUS_4              13                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED        7     59     19
  1Q GAIN WILD-TYPE     12     53     30
D2V4, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               7                12
  CLUS_2              59                53
  CLUS_3              19                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       32     25     33
  1Q GAIN WILD-TYPE     41     27     34
D2V5, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              32                41
  CLUS_2              25                27
  CLUS_3              33                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       38     25     27
  1Q GAIN WILD-TYPE     33     36     33
D2V6, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              38                33
  CLUS_2              25                36
  CLUS_3              27                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       33     25     32
  1Q GAIN WILD-TYPE     39     27     36
D2V7, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              33                39
  CLUS_2              25                27
  CLUS_3              32                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       37     30     23
  1Q GAIN WILD-TYPE     30     40     32
D2V8, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              37                30
  CLUS_2              30                40
  CLUS_3              23                32

Clustering(3) Variable = 2P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       15     14     11
  2P GAIN WILD-TYPE     45     28     79
D3V1, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              15                45
  CLUS_2              14                28
  CLUS_3              11                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  2P GAIN MUTATED        1     12      5      8      5      8      1
  2P GAIN WILD-TYPE     31     15     16     24     26     26     14
D3V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED        6      9     12      7
  2P GAIN WILD-TYPE     58     25     33     30
D3V3, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               6                58
  CLUS_2               9                25
  CLUS_3              12                33
  CLUS_4               7                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        4     15     15
  2P GAIN WILD-TYPE     15     97     34
D3V4, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               4                15
  CLUS_2              15                97
  CLUS_3              15                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       12      9     19
  2P GAIN WILD-TYPE     61     43     48
D3V5, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              12                61
  CLUS_2               9                43
  CLUS_3              19                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        6     15     19
  2P GAIN WILD-TYPE     65     46     41
D3V6, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               6                65
  CLUS_2              15                46
  CLUS_3              19                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       13      9     18
  2P GAIN WILD-TYPE     59     43     50
D3V7, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              13                59
  CLUS_2               9                43
  CLUS_3              18                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        9     13     18
  2P GAIN WILD-TYPE     58     57     37
D3V8, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               9                58
  CLUS_2              13                57
  CLUS_3              18                37

Clustering(4) Variable = 2Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        7     12      6
  2Q GAIN WILD-TYPE     53     30     84
D4V1, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               7                53
  CLUS_2              12                30
  CLUS_3               6                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  2Q GAIN MUTATED        1      8      2      6      2      5      1
  2Q GAIN WILD-TYPE     31     19     19     26     29     29     14
D4V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED        0      7      7      4
  2Q GAIN WILD-TYPE     64     27     38     33
D4V3, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               0                64
  CLUS_2               7                27
  CLUS_3               7                38
  CLUS_4               4                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        4      4     10
  2Q GAIN WILD-TYPE     15    108     39
D4V4, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               4                15
  CLUS_2               4               108
  CLUS_3              10                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        8      4     13
  2Q GAIN WILD-TYPE     65     48     54
D4V5, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               8                65
  CLUS_2               4                48
  CLUS_3              13                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        3     10     12
  2Q GAIN WILD-TYPE     68     51     48
D4V6, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               3                68
  CLUS_2              10                51
  CLUS_3              12                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        7      5     13
  2Q GAIN WILD-TYPE     65     47     55
D4V7, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               7                65
  CLUS_2               5                47
  CLUS_3              13                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        5      8     12
  2Q GAIN WILD-TYPE     62     62     43
D4V8, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               5                62
  CLUS_2               8                62
  CLUS_3              12                43

Clustering(5) Variable = 3P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       17     10     21
  3P GAIN WILD-TYPE     43     32     69
D5V1, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              17                43
  CLUS_2              10                32
  CLUS_3              21                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  3P GAIN MUTATED        7      8      7      5      2     11      8
  3P GAIN WILD-TYPE     25     19     14     27     29     23      7
D5V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED       11     14     14      4
  3P GAIN WILD-TYPE     53     20     31     33
D5V3, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              11                53
  CLUS_2              14                20
  CLUS_3              14                31
  CLUS_4               4                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        3     25     15
  3P GAIN WILD-TYPE     16     87     34
D5V4, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               3                16
  CLUS_2              25                87
  CLUS_3              15                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       11     17     20
  3P GAIN WILD-TYPE     62     35     47
D5V5, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              11                62
  CLUS_2              17                35
  CLUS_3              20                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       18      9     21
  3P GAIN WILD-TYPE     53     52     39
D5V6, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              18                53
  CLUS_2               9                52
  CLUS_3              21                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       12     16     20
  3P GAIN WILD-TYPE     60     36     48
D5V7, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              12                60
  CLUS_2              16                36
  CLUS_3              20                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       21     12     15
  3P GAIN WILD-TYPE     46     58     40
D5V8, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              21                46
  CLUS_2              12                58
  CLUS_3              15                40

Clustering(6) Variable = 3Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       46     22     45
  3Q GAIN WILD-TYPE     14     20     45
D6V1, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              46                14
  CLUS_2              22                20
  CLUS_3              45                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  3Q GAIN MUTATED       21     14     16     11     21     16     14
  3Q GAIN WILD-TYPE     11     13      5     21     10     18      1
D6V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED       46     23     24     13
  3Q GAIN WILD-TYPE     18     11     21     24
D6V3, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              46                18
  CLUS_2              23                11
  CLUS_3              24                21
  CLUS_4              13                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        5     78     23
  3Q GAIN WILD-TYPE     14     34     26
D6V4, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               5                14
  CLUS_2              78                34
  CLUS_3              23                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       41     37     35
  3Q GAIN WILD-TYPE     32     15     32
D6V5, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              41                32
  CLUS_2              37                15
  CLUS_3              35                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       53     30     30
  3Q GAIN WILD-TYPE     18     31     30
D6V6, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              53                18
  CLUS_2              30                31
  CLUS_3              30                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       39     37     37
  3Q GAIN WILD-TYPE     33     15     31
D6V7, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              39                33
  CLUS_2              37                15
  CLUS_3              37                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       52     36     25
  3Q GAIN WILD-TYPE     15     34     30
D6V8, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              52                15
  CLUS_2              36                34
  CLUS_3              25                30

Clustering(7) Variable = 4P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        2      1      3
  4P GAIN WILD-TYPE     58     41     87
D7V1, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               2                58
  CLUS_2               1                41
  CLUS_3               3                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  4P GAIN MUTATED        1      1      0      0      2      2      0
  4P GAIN WILD-TYPE     31     26     21     32     29     32     15
D7V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P GAIN MUTATED        1      1      2      2
  4P GAIN WILD-TYPE     63     33     43     35
D7V3, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               1                63
  CLUS_2               1                33
  CLUS_3               2                43
  CLUS_4               2                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        0      4      2
  4P GAIN WILD-TYPE     19    108     47
D7V4, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               0                19
  CLUS_2               4               108
  CLUS_3               2                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        3      1      2
  4P GAIN WILD-TYPE     70     51     65
D7V5, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               3                70
  CLUS_2               1                51
  CLUS_3               2                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        1      3      2
  4P GAIN WILD-TYPE     70     58     58
D7V6, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               1                70
  CLUS_2               3                58
  CLUS_3               2                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        3      1      2
  4P GAIN WILD-TYPE     69     51     66
D7V7, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               3                69
  CLUS_2               1                51
  CLUS_3               2                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        1      3      2
  4P GAIN WILD-TYPE     66     67     53
D7V8, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               1                66
  CLUS_2               3                67
  CLUS_3               2                53

Clustering(8) Variable = 4Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        3      1      3
  4Q GAIN WILD-TYPE     57     41     87
D8V1, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               3                57
  CLUS_2               1                41
  CLUS_3               3                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  4Q GAIN MUTATED        2      1      0      0      1      3      0
  4Q GAIN WILD-TYPE     30     26     21     32     30     31     15
D8V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q GAIN MUTATED        2      1      3      1
  4Q GAIN WILD-TYPE     62     33     42     36
D8V3, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               2                62
  CLUS_2               1                33
  CLUS_3               3                42
  CLUS_4               1                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        0      4      3
  4Q GAIN WILD-TYPE     19    108     46
D8V4, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               0                19
  CLUS_2               4               108
  CLUS_3               3                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        2      2      3
  4Q GAIN WILD-TYPE     71     50     64
D8V5, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               2                71
  CLUS_2               2                50
  CLUS_3               3                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        2      2      3
  4Q GAIN WILD-TYPE     69     59     57
D8V6, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               2                69
  CLUS_2               2                59
  CLUS_3               3                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        2      2      3
  4Q GAIN WILD-TYPE     70     50     65
D8V7, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               2                70
  CLUS_2               2                50
  CLUS_3               3                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        2      2      3
  4Q GAIN WILD-TYPE     65     68     52
D8V8, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               2                65
  CLUS_2               2                68
  CLUS_3               3                52

Clustering(9) Variable = 5P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       22     24     18
  5P GAIN WILD-TYPE     38     18     72
D9V1, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              22                38
  CLUS_2              24                18
  CLUS_3              18                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  5P GAIN MUTATED        9     10     11     14     10      8      2
  5P GAIN WILD-TYPE     23     17     10     18     21     26     13
D9V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED       20     11     11     17
  5P GAIN WILD-TYPE     44     23     34     20
D9V3, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              20                44
  CLUS_2              11                23
  CLUS_3              11                34
  CLUS_4              17                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       11     38     10
  5P GAIN WILD-TYPE      8     74     39
D9V4, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              11                 8
  CLUS_2              38                74
  CLUS_3              10                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       30     14     20
  5P GAIN WILD-TYPE     43     38     47
D9V5, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              30                43
  CLUS_2              14                38
  CLUS_3              20                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       20     27     17
  5P GAIN WILD-TYPE     51     34     43
D9V6, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              20                51
  CLUS_2              27                34
  CLUS_3              17                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       30     14     20
  5P GAIN WILD-TYPE     42     38     48
D9V7, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              30                42
  CLUS_2              14                38
  CLUS_3              20                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       20     29     15
  5P GAIN WILD-TYPE     47     41     40
D9V8, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              20                47
  CLUS_2              29                41
  CLUS_3              15                40

Clustering(10) Variable = 5Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        6     11     11
  5Q GAIN WILD-TYPE     54     31     79
D10V1, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               6                54
  CLUS_2              11                31
  CLUS_3              11                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  5Q GAIN MUTATED        4      3      5      3      7      5      1
  5Q GAIN WILD-TYPE     28     24     16     29     24     29     14
D10V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED        8      4      7      6
  5Q GAIN WILD-TYPE     56     30     38     31
D10V3, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               8                56
  CLUS_2               4                30
  CLUS_3               7                38
  CLUS_4               6                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        2     17      6
  5Q GAIN WILD-TYPE     17     95     43
D10V4, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               2                17
  CLUS_2              17                95
  CLUS_3               6                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       13      5     10
  5Q GAIN WILD-TYPE     60     47     57
D10V5, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              13                60
  CLUS_2               5                47
  CLUS_3              10                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        8     11      9
  5Q GAIN WILD-TYPE     63     50     51
D10V6, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               8                63
  CLUS_2              11                50
  CLUS_3               9                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       13      4     11
  5Q GAIN WILD-TYPE     59     48     57
D10V7, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              13                59
  CLUS_2               4                48
  CLUS_3              11                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       10     11      7
  5Q GAIN WILD-TYPE     57     59     48
D10V8, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              10                57
  CLUS_2              11                59
  CLUS_3               7                48

Clustering(11) Variable = 6P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       10     10     15
  6P GAIN WILD-TYPE     50     32     75
D11V1, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              10                50
  CLUS_2              10                32
  CLUS_3              15                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  6P GAIN MUTATED        4      9      3     10      1      6      2
  6P GAIN WILD-TYPE     28     18     18     22     30     28     13
D11V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P GAIN MUTATED        7      9      9      8
  6P GAIN WILD-TYPE     57     25     36     29
D11V3, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               7                57
  CLUS_2               9                25
  CLUS_3               9                36
  CLUS_4               8                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        6     16     11
  6P GAIN WILD-TYPE     13     96     38
D11V4, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               6                13
  CLUS_2              16                96
  CLUS_3              11                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       12      7     16
  6P GAIN WILD-TYPE     61     45     51
D11V5, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              12                61
  CLUS_2               7                45
  CLUS_3              16                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       10     10     15
  6P GAIN WILD-TYPE     61     51     45
D11V6, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              10                61
  CLUS_2              10                51
  CLUS_3              15                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       12      8     15
  6P GAIN WILD-TYPE     60     44     53
D11V7, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              12                60
  CLUS_2               8                44
  CLUS_3              15                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       12     12     11
  6P GAIN WILD-TYPE     55     58     44
D11V8, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              12                55
  CLUS_2              12                58
  CLUS_3              11                44

Clustering(12) Variable = 6Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        7      6      9
  6Q GAIN WILD-TYPE     53     36     81
D12V1, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               7                53
  CLUS_2               6                36
  CLUS_3               9                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  6Q GAIN MUTATED        2      6      3      5      1      4      1
  6Q GAIN WILD-TYPE     30     21     18     27     30     30     14
D12V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q GAIN MUTATED        4      6      6      3
  6Q GAIN WILD-TYPE     60     28     39     34
D12V3, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               4                60
  CLUS_2               6                28
  CLUS_3               6                39
  CLUS_4               3                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        3      9      7
  6Q GAIN WILD-TYPE     16    103     42
D12V4, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               3                16
  CLUS_2               9               103
  CLUS_3               7                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        7      5     10
  6Q GAIN WILD-TYPE     66     47     57
D12V5, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               7                66
  CLUS_2               5                47
  CLUS_3              10                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        5      8      9
  6Q GAIN WILD-TYPE     66     53     51
D12V6, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               5                66
  CLUS_2               8                53
  CLUS_3               9                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        8      5      9
  6Q GAIN WILD-TYPE     64     47     59
D12V7, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               8                64
  CLUS_2               5                47
  CLUS_3               9                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        6     10      6
  6Q GAIN WILD-TYPE     61     60     49
D12V8, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               6                61
  CLUS_2              10                60
  CLUS_3               6                49

Clustering(13) Variable = 7P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        4     10      9
  7P GAIN WILD-TYPE     56     32     81
D13V1, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               4                56
  CLUS_2              10                32
  CLUS_3               9                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  7P GAIN MUTATED        2      1      2      9      5      3      1
  7P GAIN WILD-TYPE     30     26     19     23     26     31     14
D13V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED        9      1      3      7
  7P GAIN WILD-TYPE     55     33     42     30
D13V3, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               9                55
  CLUS_2               1                33
  CLUS_3               3                42
  CLUS_4               7                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        2     15      3
  7P GAIN WILD-TYPE     17     97     46
D13V4, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               2                17
  CLUS_2              15                97
  CLUS_3               3                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       15      2      6
  7P GAIN WILD-TYPE     58     50     61
D13V5, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              15                58
  CLUS_2               2                50
  CLUS_3               6                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        7     12      4
  7P GAIN WILD-TYPE     64     49     56
D13V6, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               7                64
  CLUS_2              12                49
  CLUS_3               4                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       15      2      6
  7P GAIN WILD-TYPE     57     50     62
D13V7, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              15                57
  CLUS_2               2                50
  CLUS_3               6                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        5     14      4
  7P GAIN WILD-TYPE     62     56     51
D13V8, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               5                62
  CLUS_2              14                56
  CLUS_3               4                51

Clustering(14) Variable = 7Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        8      8      5
  7Q GAIN WILD-TYPE     52     34     85
D14V1, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               8                52
  CLUS_2               8                34
  CLUS_3               5                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  7Q GAIN MUTATED        2      2      3      4      6      2      2
  7Q GAIN WILD-TYPE     30     25     18     28     25     32     13
D14V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED        8      4      3      3
  7Q GAIN WILD-TYPE     56     30     42     34
D14V3, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               8                56
  CLUS_2               4                30
  CLUS_3               3                42
  CLUS_4               3                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        2     13      3
  7Q GAIN WILD-TYPE     17     99     46
D14V4, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               2                17
  CLUS_2              13                99
  CLUS_3               3                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       14      2      5
  7Q GAIN WILD-TYPE     59     50     62
D14V5, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              14                59
  CLUS_2               2                50
  CLUS_3               5                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        7      9      5
  7Q GAIN WILD-TYPE     64     52     55
D14V6, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               7                64
  CLUS_2               9                52
  CLUS_3               5                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       13      2      6
  7Q GAIN WILD-TYPE     59     50     62
D14V7, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              13                59
  CLUS_2               2                50
  CLUS_3               6                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        6     11      4
  7Q GAIN WILD-TYPE     61     59     51
D14V8, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               6                61
  CLUS_2              11                59
  CLUS_3               4                51

Clustering(15) Variable = 8P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       10      6     13
  8P GAIN WILD-TYPE     50     36     77
D15V1, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              10                50
  CLUS_2               6                36
  CLUS_3              13                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  8P GAIN MUTATED        6      8      5      2      5      2      1
  8P GAIN WILD-TYPE     26     19     16     30     26     32     14
D15V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED       15      7      4      1
  8P GAIN WILD-TYPE     49     27     41     36
D15V3, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              15                49
  CLUS_2               7                27
  CLUS_3               4                41
  CLUS_4               1                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        1     19      7
  8P GAIN WILD-TYPE     18     93     42
D15V4, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               1                18
  CLUS_2              19                93
  CLUS_3               7                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       12      7     10
  8P GAIN WILD-TYPE     61     45     57
D15V5, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              12                61
  CLUS_2               7                45
  CLUS_3              10                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       13      8      8
  8P GAIN WILD-TYPE     58     53     52
D15V6, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              13                58
  CLUS_2               8                53
  CLUS_3               8                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        9      9     11
  8P GAIN WILD-TYPE     63     43     57
D15V7, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               9                63
  CLUS_2               9                43
  CLUS_3              11                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       11     10      8
  8P GAIN WILD-TYPE     56     60     47
D15V8, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              11                56
  CLUS_2              10                60
  CLUS_3               8                47

Clustering(16) Variable = 8Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       16     14     20
  8Q GAIN WILD-TYPE     44     28     70
D16V1, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              16                44
  CLUS_2              14                28
  CLUS_3              20                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  8Q GAIN MUTATED        7     11      8      9      9      3      3
  8Q GAIN WILD-TYPE     25     16     13     23     22     31     12
D16V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED       19     10      7     11
  8Q GAIN WILD-TYPE     45     24     38     26
D16V3, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              19                45
  CLUS_2              10                24
  CLUS_3               7                38
  CLUS_4              11                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED        6     32      9
  8Q GAIN WILD-TYPE     13     80     40
D16V4, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1               6                13
  CLUS_2              32                80
  CLUS_3               9                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       26     10     14
  8Q GAIN WILD-TYPE     47     42     53
D16V5, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              26                47
  CLUS_2              10                42
  CLUS_3              14                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       18     22     10
  8Q GAIN WILD-TYPE     53     39     50
D16V6, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              18                53
  CLUS_2              22                39
  CLUS_3              10                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       22     12     16
  8Q GAIN WILD-TYPE     50     40     52
D16V7, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              22                50
  CLUS_2              12                40
  CLUS_3              16                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       15     24     11
  8Q GAIN WILD-TYPE     52     46     44
D16V8, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              15                52
  CLUS_2              24                46
  CLUS_3              11                44

Clustering(17) Variable = 9P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        7      7     16
  9P GAIN WILD-TYPE     53     35     74
D17V1, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               7                53
  CLUS_2               7                35
  CLUS_3              16                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  9P GAIN MUTATED        7      1      6      6      2      4      4
  9P GAIN WILD-TYPE     25     26     15     26     29     30     11
D17V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED        9      6      5      8
  9P GAIN WILD-TYPE     55     28     40     29
D17V3, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               9                55
  CLUS_2               6                28
  CLUS_3               5                40
  CLUS_4               8                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        8     16      4
  9P GAIN WILD-TYPE     11     96     45
D17V4, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               8                11
  CLUS_2              16                96
  CLUS_3               4                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       12     11      7
  9P GAIN WILD-TYPE     61     41     60
D17V5, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              12                61
  CLUS_2              11                41
  CLUS_3               7                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       14     10      6
  9P GAIN WILD-TYPE     57     51     54
D17V6, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              14                57
  CLUS_2              10                51
  CLUS_3               6                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       10      9     11
  9P GAIN WILD-TYPE     62     43     57
D17V7, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              10                62
  CLUS_2               9                43
  CLUS_3              11                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       15      9      6
  9P GAIN WILD-TYPE     52     61     49
D17V8, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              15                52
  CLUS_2               9                61
  CLUS_3               6                49

Clustering(18) Variable = 9Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        8      8     14
  9Q GAIN WILD-TYPE     52     34     76
D18V1, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               8                52
  CLUS_2               8                34
  CLUS_3              14                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  9Q GAIN MUTATED        8      2      7      7      2      1      3
  9Q GAIN WILD-TYPE     24     25     14     25     29     33     12
D18V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED        9      7      2      9
  9Q GAIN WILD-TYPE     55     27     43     28
D18V3, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               9                55
  CLUS_2               7                27
  CLUS_3               2                43
  CLUS_4               9                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        7     19      1
  9Q GAIN WILD-TYPE     12     93     48
D18V4, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               7                12
  CLUS_2              19                93
  CLUS_3               1                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       15     11      4
  9Q GAIN WILD-TYPE     58     41     63
D18V5, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              15                58
  CLUS_2              11                41
  CLUS_3               4                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       14     13      3
  9Q GAIN WILD-TYPE     57     48     57
D18V6, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              14                57
  CLUS_2              13                48
  CLUS_3               3                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       13      9      8
  9Q GAIN WILD-TYPE     59     43     60
D18V7, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              13                59
  CLUS_2               9                43
  CLUS_3               8                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       16     11      3
  9Q GAIN WILD-TYPE     51     59     52
D18V8, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              16                51
  CLUS_2              11                59
  CLUS_3               3                52

Clustering(19) Variable = 10P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        6      4      4
  10P GAIN WILD-TYPE     54     38     86
D19V1, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                6                 54
  CLUS_2                4                 38
  CLUS_3                4                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  10P GAIN MUTATED        2      1      2      2      4      3      0
  10P GAIN WILD-TYPE     30     26     19     30     27     31     15
D19V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED        7      2      3      2
  10P GAIN WILD-TYPE     57     32     42     35
D19V3, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                7                 57
  CLUS_2                2                 32
  CLUS_3                3                 42
  CLUS_4                2                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        1     10      3
  10P GAIN WILD-TYPE     18    102     46
D19V4, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                1                 18
  CLUS_2               10                102
  CLUS_3                3                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        6      4      4
  10P GAIN WILD-TYPE     67     48     63
D19V5, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                6                 67
  CLUS_2                4                 48
  CLUS_3                4                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        6      4      4
  10P GAIN WILD-TYPE     65     57     56
D19V6, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                6                 65
  CLUS_2                4                 57
  CLUS_3                4                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        5      4      5
  10P GAIN WILD-TYPE     67     48     63
D19V7, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                5                 67
  CLUS_2                4                 48
  CLUS_3                5                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        5      6      3
  10P GAIN WILD-TYPE     62     64     52
D19V8, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                5                 62
  CLUS_2                6                 64
  CLUS_3                3                 52

Clustering(20) Variable = 10Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        2      2      5
  10Q GAIN WILD-TYPE     58     40     85
D20V1, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                2                 58
  CLUS_2                2                 40
  CLUS_3                5                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  10Q GAIN MUTATED        1      1      1      1      2      3      0
  10Q GAIN WILD-TYPE     31     26     20     31     29     31     15
D20V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q GAIN MUTATED        3      1      3      2
  10Q GAIN WILD-TYPE     61     33     42     35
D20V3, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                3                 61
  CLUS_2                1                 33
  CLUS_3                3                 42
  CLUS_4                2                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        1      5      3
  10Q GAIN WILD-TYPE     18    107     46
D20V4, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                1                 18
  CLUS_2                5                107
  CLUS_3                3                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        6      0      3
  10Q GAIN WILD-TYPE     67     52     64
D20V5, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                6                 67
  CLUS_2                0                 52
  CLUS_3                3                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        3      3      3
  10Q GAIN WILD-TYPE     68     58     57
D20V6, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                3                 68
  CLUS_2                3                 58
  CLUS_3                3                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        4      0      5
  10Q GAIN WILD-TYPE     68     52     63
D20V7, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                4                 68
  CLUS_2                0                 52
  CLUS_3                5                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        2      5      2
  10Q GAIN WILD-TYPE     65     65     53
D20V8, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                2                 65
  CLUS_2                5                 65
  CLUS_3                2                 53

Clustering(21) Variable = 11P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        1      2      3
  11P GAIN WILD-TYPE     59     40     87
D21V1, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                1                 59
  CLUS_2                2                 40
  CLUS_3                3                 87
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  11P GAIN MUTATED        2      1      0      1      0      2      0
  11P GAIN WILD-TYPE     30     26     21     31     31     32     15
D21V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED        0      1      2      3
  11P GAIN WILD-TYPE     64     33     43     34
D21V3, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                0                 64
  CLUS_2                1                 33
  CLUS_3                2                 43
  CLUS_4                3                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        3      1      2
  11P GAIN WILD-TYPE     16    111     47
D21V4, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                3                 16
  CLUS_2                1                111
  CLUS_3                2                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        3      1      2
  11P GAIN WILD-TYPE     70     51     65
D21V5, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                3                 70
  CLUS_2                1                 51
  CLUS_3                2                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        0      4      2
  11P GAIN WILD-TYPE     71     57     58
D21V6, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                0                 71
  CLUS_2                4                 57
  CLUS_3                2                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        3      1      2
  11P GAIN WILD-TYPE     69     51     66
D21V7, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                3                 69
  CLUS_2                1                 51
  CLUS_3                2                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        2      3      1
  11P GAIN WILD-TYPE     65     67     54
D21V8, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                2                 65
  CLUS_2                3                 67
  CLUS_3                1                 54

Clustering(22) Variable = 11Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        0      4      3
  11Q GAIN WILD-TYPE     60     38     87
D22V1, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                0                 60
  CLUS_2                4                 38
  CLUS_3                3                 87
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  11Q GAIN MUTATED        2      0      0      2      0      3      0
  11Q GAIN WILD-TYPE     30     27     21     30     31     31     15
D22V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED        0      0      3      4
  11Q GAIN WILD-TYPE     64     34     42     33
D22V3, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                0                 64
  CLUS_2                0                 34
  CLUS_3                3                 42
  CLUS_4                4                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        4      0      3
  11Q GAIN WILD-TYPE     15    112     46
D22V4, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                4                 15
  CLUS_2                0                112
  CLUS_3                3                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        3      0      4
  11Q GAIN WILD-TYPE     70     52     63
D22V5, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                3                 70
  CLUS_2                0                 52
  CLUS_3                4                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        0      3      4
  11Q GAIN WILD-TYPE     71     58     56
D22V6, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                0                 71
  CLUS_2                3                 58
  CLUS_3                4                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        3      0      4
  11Q GAIN WILD-TYPE     69     52     64
D22V7, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                3                 69
  CLUS_2                0                 52
  CLUS_3                4                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        1      3      3
  11Q GAIN WILD-TYPE     66     67     52
D22V8, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                1                 66
  CLUS_2                3                 67
  CLUS_3                3                 52

Clustering(23) Variable = 12P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       12      5     13
  12P GAIN WILD-TYPE     48     37     77
D23V1, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               12                 48
  CLUS_2                5                 37
  CLUS_3               13                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  12P GAIN MUTATED        3      6      5      4      2      6      4
  12P GAIN WILD-TYPE     29     21     16     28     29     28     11
D23V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED        7     12      7      3
  12P GAIN WILD-TYPE     57     22     38     34
D23V3, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                7                 57
  CLUS_2               12                 22
  CLUS_3                7                 38
  CLUS_4                3                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        3     16     10
  12P GAIN WILD-TYPE     16     96     39
D23V4, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                3                 16
  CLUS_2               16                 96
  CLUS_3               10                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        7      7     16
  12P GAIN WILD-TYPE     66     45     51
D23V5, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                7                 66
  CLUS_2                7                 45
  CLUS_3               16                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        9      9     12
  12P GAIN WILD-TYPE     62     52     48
D23V6, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                9                 62
  CLUS_2                9                 52
  CLUS_3               12                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        6      6     18
  12P GAIN WILD-TYPE     66     46     50
D23V7, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                6                 66
  CLUS_2                6                 46
  CLUS_3               18                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       10      9     11
  12P GAIN WILD-TYPE     57     61     44
D23V8, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               10                 57
  CLUS_2                9                 61
  CLUS_3               11                 44

Clustering(24) Variable = 12Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       13      6     11
  12Q GAIN WILD-TYPE     47     36     79
D24V1, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               13                 47
  CLUS_2                6                 36
  CLUS_3               11                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  12Q GAIN MUTATED        3      7      4      4      3      5      4
  12Q GAIN WILD-TYPE     29     20     17     28     28     29     11
D24V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED        6     13      6      4
  12Q GAIN WILD-TYPE     58     21     39     33
D24V3, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                6                 58
  CLUS_2               13                 21
  CLUS_3                6                 39
  CLUS_4                4                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        4     16      9
  12Q GAIN WILD-TYPE     15     96     40
D24V4, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                4                 15
  CLUS_2               16                 96
  CLUS_3                9                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        9      7     14
  12Q GAIN WILD-TYPE     64     45     53
D24V5, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                9                 64
  CLUS_2                7                 45
  CLUS_3               14                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        9     10     11
  12Q GAIN WILD-TYPE     62     51     49
D24V6, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                9                 62
  CLUS_2               10                 51
  CLUS_3               11                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        8      6     16
  12Q GAIN WILD-TYPE     64     46     52
D24V7, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                8                 64
  CLUS_2                6                 46
  CLUS_3               16                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       10     10     10
  12Q GAIN WILD-TYPE     57     60     45
D24V8, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               10                 57
  CLUS_2               10                 60
  CLUS_3               10                 45

Clustering(25) Variable = 13Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        3      5      8
  13Q GAIN WILD-TYPE     57     37     82
D25V1, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                3                 57
  CLUS_2                5                 37
  CLUS_3                8                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  13Q GAIN MUTATED        2      1      1      2      3      6      1
  13Q GAIN WILD-TYPE     30     26     20     30     28     28     14
D25V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED        4      3      7      2
  13Q GAIN WILD-TYPE     60     31     38     35
D25V3, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                4                 60
  CLUS_2                3                 31
  CLUS_3                7                 38
  CLUS_4                2                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        1      8      7
  13Q GAIN WILD-TYPE     18    104     42
D25V4, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                1                 18
  CLUS_2                8                104
  CLUS_3                7                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        3      3     10
  13Q GAIN WILD-TYPE     70     49     57
D25V5, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                3                 70
  CLUS_2                3                 49
  CLUS_3               10                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        5      3      8
  13Q GAIN WILD-TYPE     66     58     52
D25V6, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                5                 66
  CLUS_2                3                 58
  CLUS_3                8                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        3      3     10
  13Q GAIN WILD-TYPE     69     49     58
D25V7, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                3                 69
  CLUS_2                3                 49
  CLUS_3               10                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        4      5      7
  13Q GAIN WILD-TYPE     63     65     48
D25V8, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                4                 63
  CLUS_2                5                 65
  CLUS_3                7                 48

Clustering(26) Variable = 14Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       11      7      9
  14Q GAIN WILD-TYPE     49     35     81
D26V1, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               11                 49
  CLUS_2                7                 35
  CLUS_3                9                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  14Q GAIN MUTATED        3      8      2      5      4      3      2
  14Q GAIN WILD-TYPE     29     19     19     27     27     31     13
D26V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED        6      9      5      6
  14Q GAIN WILD-TYPE     58     25     40     31
D26V3, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                6                 58
  CLUS_2                9                 25
  CLUS_3                5                 40
  CLUS_4                6                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        3     14      9
  14Q GAIN WILD-TYPE     16     98     40
D26V4, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                3                 16
  CLUS_2               14                 98
  CLUS_3                9                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       12      3     12
  14Q GAIN WILD-TYPE     61     49     55
D26V5, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               12                 61
  CLUS_2                3                 49
  CLUS_3               12                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        4     14      9
  14Q GAIN WILD-TYPE     67     47     51
D26V6, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                4                 67
  CLUS_2               14                 47
  CLUS_3                9                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       12      3     12
  14Q GAIN WILD-TYPE     60     49     56
D26V7, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               12                 60
  CLUS_2                3                 49
  CLUS_3               12                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        5     13      9
  14Q GAIN WILD-TYPE     62     57     46
D26V8, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                5                 62
  CLUS_2               13                 57
  CLUS_3                9                 46

Clustering(27) Variable = 15Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       10      7     17
  15Q GAIN WILD-TYPE     50     35     73
D27V1, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               10                 50
  CLUS_2                7                 35
  CLUS_3               17                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  15Q GAIN MUTATED       10      5      4      5      4      5      1
  15Q GAIN WILD-TYPE     22     22     17     27     27     29     14
D27V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED       13      4      7      8
  15Q GAIN WILD-TYPE     51     30     38     29
D27V3, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               13                 51
  CLUS_2                4                 30
  CLUS_3                7                 38
  CLUS_4                8                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        6     18      8
  15Q GAIN WILD-TYPE     13     94     41
D27V4, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                6                 13
  CLUS_2               18                 94
  CLUS_3                8                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       12      6     16
  15Q GAIN WILD-TYPE     61     46     51
D27V5, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               12                 61
  CLUS_2                6                 46
  CLUS_3               16                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       12     11     11
  15Q GAIN WILD-TYPE     59     50     49
D27V6, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               12                 59
  CLUS_2               11                 50
  CLUS_3               11                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       13      5     16
  15Q GAIN WILD-TYPE     59     47     52
D27V7, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               13                 59
  CLUS_2                5                 47
  CLUS_3               16                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       12     13      9
  15Q GAIN WILD-TYPE     55     57     46
D27V8, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               12                 55
  CLUS_2               13                 57
  CLUS_3                9                 46

Clustering(28) Variable = 16P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       12      7      7
  16P GAIN WILD-TYPE     48     35     83
D28V1, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               12                 48
  CLUS_2                7                 35
  CLUS_3                7                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  16P GAIN MUTATED        6      7      3      3      2      5      0
  16P GAIN WILD-TYPE     26     20     18     29     29     29     15
D28V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED        7      7      6      3
  16P GAIN WILD-TYPE     57     27     39     34
D28V3, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                7                 57
  CLUS_2                7                 27
  CLUS_3                6                 39
  CLUS_4                3                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        1     13      9
  16P GAIN WILD-TYPE     18     99     40
D28V4, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                1                 18
  CLUS_2               13                 99
  CLUS_3                9                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        9      2     15
  16P GAIN WILD-TYPE     64     50     52
D28V5, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                9                 64
  CLUS_2                2                 50
  CLUS_3               15                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        6      9     11
  16P GAIN WILD-TYPE     65     52     49
D28V6, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                6                 65
  CLUS_2                9                 52
  CLUS_3               11                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       10      3     13
  16P GAIN WILD-TYPE     62     49     55
D28V7, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               10                 62
  CLUS_2                3                 49
  CLUS_3               13                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        6     10     10
  16P GAIN WILD-TYPE     61     60     45
D28V8, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                6                 61
  CLUS_2               10                 60
  CLUS_3               10                 45

Clustering(29) Variable = 16Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        5      8     10
  16Q GAIN WILD-TYPE     55     34     80
D29V1, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                5                 55
  CLUS_2                8                 34
  CLUS_3               10                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  16Q GAIN MUTATED        6      8      0      5      1      3      0
  16Q GAIN WILD-TYPE     26     19     21     27     30     31     15
D29V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED        5      6      5      4
  16Q GAIN WILD-TYPE     59     28     40     33
D29V3, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                5                 59
  CLUS_2                6                 28
  CLUS_3                5                 40
  CLUS_4                4                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        2     10      8
  16Q GAIN WILD-TYPE     17    102     41
D29V4, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                2                 17
  CLUS_2               10                102
  CLUS_3                8                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       10      0     13
  16Q GAIN WILD-TYPE     63     52     54
D29V5, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               10                 63
  CLUS_2                0                 52
  CLUS_3               13                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        3     10     10
  16Q GAIN WILD-TYPE     68     51     50
D29V6, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                3                 68
  CLUS_2               10                 51
  CLUS_3               10                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       12      0     11
  16Q GAIN WILD-TYPE     60     52     57
D29V7, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               12                 60
  CLUS_2                0                 52
  CLUS_3               11                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        4     10      9
  16Q GAIN WILD-TYPE     63     60     46
D29V8, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                4                 63
  CLUS_2               10                 60
  CLUS_3                9                 46

Clustering(30) Variable = 17P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        7      5      2
  17P GAIN WILD-TYPE     53     37     88
D30V1, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                7                 53
  CLUS_2                5                 37
  CLUS_3                2                 88
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  17P GAIN MUTATED        0      4      4      1      1      3      1
  17P GAIN WILD-TYPE     32     23     17     31     30     31     14
D30V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P GAIN MUTATED        3      3      5      2
  17P GAIN WILD-TYPE     61     31     40     35
D30V3, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                3                 61
  CLUS_2                3                 31
  CLUS_3                5                 40
  CLUS_4                2                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        0      8      5
  17P GAIN WILD-TYPE     19    104     44
D30V4, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                0                 19
  CLUS_2                8                104
  CLUS_3                5                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        4      4      6
  17P GAIN WILD-TYPE     69     48     61
D30V5, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                4                 69
  CLUS_2                4                 48
  CLUS_3                6                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        4      4      6
  17P GAIN WILD-TYPE     67     57     54
D30V6, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                4                 67
  CLUS_2                4                 57
  CLUS_3                6                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        4      4      6
  17P GAIN WILD-TYPE     68     48     62
D30V7, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                4                 68
  CLUS_2                4                 48
  CLUS_3                6                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        4      5      5
  17P GAIN WILD-TYPE     63     65     50
D30V8, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                4                 63
  CLUS_2                5                 65
  CLUS_3                5                 50

Clustering(31) Variable = 17Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       14     10      7
  17Q GAIN WILD-TYPE     46     32     83
D31V1, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               14                 46
  CLUS_2               10                 32
  CLUS_3                7                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  17Q GAIN MUTATED        5      7      6      1      3      7      2
  17Q GAIN WILD-TYPE     27     20     15     31     28     27     13
D31V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED        8      7     10      4
  17Q GAIN WILD-TYPE     56     27     35     33
D31V3, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                8                 56
  CLUS_2                7                 27
  CLUS_3               10                 35
  CLUS_4                4                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        2     15     12
  17Q GAIN WILD-TYPE     17     97     37
D31V4, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                2                 17
  CLUS_2               15                 97
  CLUS_3               12                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        7     10     14
  17Q GAIN WILD-TYPE     66     42     53
D31V5, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                7                 66
  CLUS_2               10                 42
  CLUS_3               14                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       12      5     14
  17Q GAIN WILD-TYPE     59     56     46
D31V6, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               12                 59
  CLUS_2                5                 56
  CLUS_3               14                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        7      9     15
  17Q GAIN WILD-TYPE     65     43     53
D31V7, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                7                 65
  CLUS_2                9                 43
  CLUS_3               15                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       12      7     12
  17Q GAIN WILD-TYPE     55     63     43
D31V8, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               12                 55
  CLUS_2                7                 63
  CLUS_3               12                 43

Clustering(32) Variable = 18P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        9      7      9
  18P GAIN WILD-TYPE     51     35     81
D32V1, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                9                 51
  CLUS_2                7                 35
  CLUS_3                9                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  18P GAIN MUTATED        4      5      4      2      4      2      4
  18P GAIN WILD-TYPE     28     22     17     30     27     32     11
D32V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED        9      8      4      2
  18P GAIN WILD-TYPE     55     26     41     35
D32V3, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                9                 55
  CLUS_2                8                 26
  CLUS_3                4                 41
  CLUS_4                2                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        1     17      5
  18P GAIN WILD-TYPE     18     95     44
D32V4, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                1                 18
  CLUS_2               17                 95
  CLUS_3                5                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       11      7      7
  18P GAIN WILD-TYPE     62     45     60
D32V5, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               11                 62
  CLUS_2                7                 45
  CLUS_3                7                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        9     11      5
  18P GAIN WILD-TYPE     62     50     55
D32V6, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                9                 62
  CLUS_2               11                 50
  CLUS_3                5                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       11      6      8
  18P GAIN WILD-TYPE     61     46     60
D32V7, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               11                 61
  CLUS_2                6                 46
  CLUS_3                8                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       10     10      5
  18P GAIN WILD-TYPE     57     60     50
D32V8, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               10                 57
  CLUS_2               10                 60
  CLUS_3                5                 50

Clustering(33) Variable = 18Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        6      3      5
  18Q GAIN WILD-TYPE     54     39     85
D33V1, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                6                 54
  CLUS_2                3                 39
  CLUS_3                5                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  18Q GAIN MUTATED        2      4      1      1      2      0      4
  18Q GAIN WILD-TYPE     30     23     20     31     29     34     11
D33V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        4      7      1      1
  18Q GAIN WILD-TYPE     60     27     44     36
D33V3, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                4                 60
  CLUS_2                7                 27
  CLUS_3                1                 44
  CLUS_4                1                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        1      9      3
  18Q GAIN WILD-TYPE     18    103     46
D33V4, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                1                 18
  CLUS_2                9                103
  CLUS_3                3                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        5      6      3
  18Q GAIN WILD-TYPE     68     46     64
D33V5, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                5                 68
  CLUS_2                6                 46
  CLUS_3                3                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        6      5      3
  18Q GAIN WILD-TYPE     65     56     57
D33V6, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                6                 65
  CLUS_2                5                 56
  CLUS_3                3                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        5      5      4
  18Q GAIN WILD-TYPE     67     47     64
D33V7, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                5                 67
  CLUS_2                5                 47
  CLUS_3                4                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        6      4      4
  18Q GAIN WILD-TYPE     61     66     51
D33V8, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                6                 61
  CLUS_2                4                 66
  CLUS_3                4                 51

Clustering(34) Variable = 19P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        8     11     10
  19P GAIN WILD-TYPE     52     31     80
D34V1, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                8                 52
  CLUS_2               11                 31
  CLUS_3               10                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  19P GAIN MUTATED        4      6      4      5      3      3      4
  19P GAIN WILD-TYPE     28     21     17     27     28     31     11
D34V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        8      8      5      5
  19P GAIN WILD-TYPE     56     26     40     32
D34V3, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                8                 56
  CLUS_2                8                 26
  CLUS_3                5                 40
  CLUS_4                5                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        3     15      8
  19P GAIN WILD-TYPE     16     97     41
D34V4, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                3                 16
  CLUS_2               15                 97
  CLUS_3                8                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       14      3     12
  19P GAIN WILD-TYPE     59     49     55
D34V5, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               14                 59
  CLUS_2                3                 49
  CLUS_3               12                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       10     10      9
  19P GAIN WILD-TYPE     61     51     51
D34V6, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               10                 61
  CLUS_2               10                 51
  CLUS_3                9                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       11      3     15
  19P GAIN WILD-TYPE     61     49     53
D34V7, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               11                 61
  CLUS_2                3                 49
  CLUS_3               15                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       10     11      8
  19P GAIN WILD-TYPE     57     59     47
D34V8, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               10                 57
  CLUS_2               11                 59
  CLUS_3                8                 47

Clustering(35) Variable = 19Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       12     20     13
  19Q GAIN WILD-TYPE     48     22     77
D35V1, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               12                 48
  CLUS_2               20                 22
  CLUS_3               13                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  19Q GAIN MUTATED        5      8      7     13      4      4      4
  19Q GAIN WILD-TYPE     27     19     14     19     27     30     11
D35V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED       11     10      9     11
  19Q GAIN WILD-TYPE     53     24     36     26
D35V3, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               11                 53
  CLUS_2               10                 24
  CLUS_3                9                 36
  CLUS_4               11                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        7     23     11
  19Q GAIN WILD-TYPE     12     89     38
D35V4, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                7                 12
  CLUS_2               23                 89
  CLUS_3               11                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       19      8     18
  19Q GAIN WILD-TYPE     54     44     49
D35V5, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               19                 54
  CLUS_2                8                 44
  CLUS_3               18                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       13     17     15
  19Q GAIN WILD-TYPE     58     44     45
D35V6, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               13                 58
  CLUS_2               17                 44
  CLUS_3               15                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       19      7     19
  19Q GAIN WILD-TYPE     53     45     49
D35V7, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               19                 53
  CLUS_2                7                 45
  CLUS_3               19                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       16     16     13
  19Q GAIN WILD-TYPE     51     54     42
D35V8, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               16                 51
  CLUS_2               16                 54
  CLUS_3               13                 42

Clustering(36) Variable = 20P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       24     22     20
  20P GAIN WILD-TYPE     36     20     70
D36V1, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               24                 36
  CLUS_2               22                 20
  CLUS_3               20                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  20P GAIN MUTATED        7     11      5      7     17     14      5
  20P GAIN WILD-TYPE     25     16     16     25     14     20     10
D36V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED       18     15     18      9
  20P GAIN WILD-TYPE     46     19     27     28
D36V3, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               18                 46
  CLUS_2               15                 19
  CLUS_3               18                 27
  CLUS_4                9                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        5     33     22
  20P GAIN WILD-TYPE     14     79     27
D36V4, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                5                 14
  CLUS_2               33                 79
  CLUS_3               22                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       23     17     26
  20P GAIN WILD-TYPE     50     35     41
D36V5, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               23                 50
  CLUS_2               17                 35
  CLUS_3               26                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       21     18     27
  20P GAIN WILD-TYPE     50     43     33
D36V6, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               21                 50
  CLUS_2               18                 43
  CLUS_3               27                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       21     16     29
  20P GAIN WILD-TYPE     51     36     39
D36V7, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               21                 51
  CLUS_2               16                 36
  CLUS_3               29                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       20     22     24
  20P GAIN WILD-TYPE     47     48     31
D36V8, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               20                 47
  CLUS_2               22                 48
  CLUS_3               24                 31

Clustering(37) Variable = 20Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       29     21     24
  20Q GAIN WILD-TYPE     31     21     66
D37V1, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               29                 31
  CLUS_2               21                 21
  CLUS_3               24                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  20Q GAIN MUTATED        8     11      4     11     17     17      6
  20Q GAIN WILD-TYPE     24     16     17     21     14     17      9
D37V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED       21     15     20     13
  20Q GAIN WILD-TYPE     43     19     25     24
D37V3, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               21                 43
  CLUS_2               15                 19
  CLUS_3               20                 25
  CLUS_4               13                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED        7     38     24
  20Q GAIN WILD-TYPE     12     74     25
D37V4, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                7                 12
  CLUS_2               38                 74
  CLUS_3               24                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       31     16     27
  20Q GAIN WILD-TYPE     42     36     40
D37V5, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               31                 42
  CLUS_2               16                 36
  CLUS_3               27                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       21     24     29
  20Q GAIN WILD-TYPE     50     37     31
D37V6, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               21                 50
  CLUS_2               24                 37
  CLUS_3               29                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       29     15     30
  20Q GAIN WILD-TYPE     43     37     38
D37V7, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               29                 43
  CLUS_2               15                 37
  CLUS_3               30                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       19     28     27
  20Q GAIN WILD-TYPE     48     42     28
D37V8, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               19                 48
  CLUS_2               28                 42
  CLUS_3               27                 28

Clustering(38) Variable = 21Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        7      6     14
  21Q GAIN WILD-TYPE     53     36     76
D38V1, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                7                 53
  CLUS_2                6                 36
  CLUS_3               14                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  21Q GAIN MUTATED        6      6      3      3      3      2      4
  21Q GAIN WILD-TYPE     26     21     18     29     28     32     11
D38V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q GAIN MUTATED       12      8      4      3
  21Q GAIN WILD-TYPE     52     26     41     34
D38V3, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               12                 52
  CLUS_2                8                 26
  CLUS_3                4                 41
  CLUS_4                3                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        2     20      5
  21Q GAIN WILD-TYPE     17     92     44
D38V4, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                2                 17
  CLUS_2               20                 92
  CLUS_3                5                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       10      7     10
  21Q GAIN WILD-TYPE     63     45     57
D38V5, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               10                 63
  CLUS_2                7                 45
  CLUS_3               10                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       14      6      7
  21Q GAIN WILD-TYPE     57     55     53
D38V6, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               14                 57
  CLUS_2                6                 55
  CLUS_3                7                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        9      8     10
  21Q GAIN WILD-TYPE     63     44     58
D38V7, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                9                 63
  CLUS_2                8                 44
  CLUS_3               10                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       15      7      5
  21Q GAIN WILD-TYPE     52     63     50
D38V8, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               15                 52
  CLUS_2                7                 63
  CLUS_3                5                 50

Clustering(39) Variable = 22Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        8      5     10
  22Q GAIN WILD-TYPE     52     37     80
D39V1, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                8                 52
  CLUS_2                5                 37
  CLUS_3               10                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  22Q GAIN MUTATED        5      6      1      4      1      2      4
  22Q GAIN WILD-TYPE     27     21     20     28     30     32     11
D39V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED        4     10      3      4
  22Q GAIN WILD-TYPE     60     24     42     33
D39V3, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                4                 60
  CLUS_2               10                 24
  CLUS_3                3                 42
  CLUS_4                4                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        1     16      4
  22Q GAIN WILD-TYPE     18     96     45
D39V4, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                1                 18
  CLUS_2               16                 96
  CLUS_3                4                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        9      7      7
  22Q GAIN WILD-TYPE     64     45     60
D39V5, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                9                 64
  CLUS_2                7                 45
  CLUS_3                7                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       10      7      6
  22Q GAIN WILD-TYPE     61     54     54
D39V6, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               10                 61
  CLUS_2                7                 54
  CLUS_3                6                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        8      6      9
  22Q GAIN WILD-TYPE     64     46     59
D39V7, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                8                 64
  CLUS_2                6                 46
  CLUS_3                9                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       11      7      5
  22Q GAIN WILD-TYPE     56     63     50
D39V8, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               11                 56
  CLUS_2                7                 63
  CLUS_3                5                 50

Clustering(40) Variable = XQ GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       12      6      8
  XQ GAIN WILD-TYPE     48     36     82
D40V1, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              12                48
  CLUS_2               6                36
  CLUS_3               8                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  XQ GAIN MUTATED        4      4      4      3      7      2      2
  XQ GAIN WILD-TYPE     28     23     17     29     24     32     13
D40V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED       10      8      3      4
  XQ GAIN WILD-TYPE     54     26     42     33
D40V3, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              10                54
  CLUS_2               8                26
  CLUS_3               3                42
  CLUS_4               4                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        1     20      4
  XQ GAIN WILD-TYPE     18     92     45
D40V4, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               1                18
  CLUS_2              20                92
  CLUS_3               4                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       15      3      8
  XQ GAIN WILD-TYPE     58     49     59
D40V5, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              15                58
  CLUS_2               3                49
  CLUS_3               8                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        7     14      5
  XQ GAIN WILD-TYPE     64     47     55
D40V6, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               7                64
  CLUS_2              14                47
  CLUS_3               5                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       13      3     10
  XQ GAIN WILD-TYPE     59     49     58
D40V7, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              13                59
  CLUS_2               3                49
  CLUS_3              10                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        8     14      4
  XQ GAIN WILD-TYPE     59     56     51
D40V8, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               8                59
  CLUS_2              14                56
  CLUS_3               4                51

Clustering(41) Variable = 1P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        1      5      1
  1P LOSS WILD-TYPE     59     37     89
D41V1, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               1                59
  CLUS_2               5                37
  CLUS_3               1                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  1P LOSS MUTATED        0      2      0      3      1      1      0
  1P LOSS WILD-TYPE     32     25     21     29     30     33     15
D41V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        0      2      1      3
  1P LOSS WILD-TYPE     64     32     44     34
D41V3, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               0                64
  CLUS_2               2                32
  CLUS_3               1                44
  CLUS_4               3                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        1      3      2
  1P LOSS WILD-TYPE     18    109     47
D41V4, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               1                18
  CLUS_2               3               109
  CLUS_3               2                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        4      2      1
  1P LOSS WILD-TYPE     69     50     66
D41V5, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               4                69
  CLUS_2               2                50
  CLUS_3               1                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        0      5      2
  1P LOSS WILD-TYPE     71     56     58
D41V6, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               0                71
  CLUS_2               5                56
  CLUS_3               2                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        4      1      2
  1P LOSS WILD-TYPE     68     51     66
D41V7, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               4                68
  CLUS_2               1                51
  CLUS_3               2                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        1      4      2
  1P LOSS WILD-TYPE     66     66     53
D41V8, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               1                66
  CLUS_2               4                66
  CLUS_3               2                53

Clustering(42) Variable = 1Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        0      6      1
  1Q LOSS WILD-TYPE     60     36     89
D42V1, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               0                60
  CLUS_2               6                36
  CLUS_3               1                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  1Q LOSS MUTATED        1      1      0      4      1      0      0
  1Q LOSS WILD-TYPE     31     26     21     28     30     34     15
D42V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED        1      1      0      4
  1Q LOSS WILD-TYPE     63     33     45     33
D42V3, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                63
  CLUS_2               1                33
  CLUS_3               0                45
  CLUS_4               4                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        2      3      1
  1Q LOSS WILD-TYPE     17    109     48
D42V4, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               2                17
  CLUS_2               3               109
  CLUS_3               1                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        5      1      1
  1Q LOSS WILD-TYPE     68     51     66
D42V5, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               5                68
  CLUS_2               1                51
  CLUS_3               1                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        1      5      1
  1Q LOSS WILD-TYPE     70     56     59
D42V6, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                70
  CLUS_2               5                56
  CLUS_3               1                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        5      1      1
  1Q LOSS WILD-TYPE     67     51     67
D42V7, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               5                67
  CLUS_2               1                51
  CLUS_3               1                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        1      5      1
  1Q LOSS WILD-TYPE     66     65     54
D42V8, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                66
  CLUS_2               5                65
  CLUS_3               1                54

Clustering(43) Variable = 2P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        3      2      6
  2P LOSS WILD-TYPE     57     40     84
D43V1, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               3                57
  CLUS_2               2                40
  CLUS_3               6                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  2P LOSS MUTATED        3      1      0      2      2      2      1
  2P LOSS WILD-TYPE     29     26     21     30     29     32     14
D43V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED        5      2      2      2
  2P LOSS WILD-TYPE     59     32     43     35
D43V3, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               5                59
  CLUS_2               2                32
  CLUS_3               2                43
  CLUS_4               2                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        2      8      1
  2P LOSS WILD-TYPE     17    104     48
D43V4, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               2                17
  CLUS_2               8               104
  CLUS_3               1                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        5      3      3
  2P LOSS WILD-TYPE     68     49     64
D43V5, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               5                68
  CLUS_2               3                49
  CLUS_3               3                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        5      4      2
  2P LOSS WILD-TYPE     66     57     58
D43V6, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               5                66
  CLUS_2               4                57
  CLUS_3               2                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        5      2      4
  2P LOSS WILD-TYPE     67     50     64
D43V7, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               5                67
  CLUS_2               2                50
  CLUS_3               4                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        4      5      2
  2P LOSS WILD-TYPE     63     65     53
D43V8, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               4                63
  CLUS_2               5                65
  CLUS_3               2                53

Clustering(44) Variable = 2Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        8      4     10
  2Q LOSS WILD-TYPE     52     38     80
D44V1, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               8                52
  CLUS_2               4                38
  CLUS_3              10                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  2Q LOSS MUTATED        6      2      6      2      2      3      1
  2Q LOSS WILD-TYPE     26     25     15     30     29     31     14
D44V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED       13      3      3      3
  2Q LOSS WILD-TYPE     51     31     42     34
D44V3, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              13                51
  CLUS_2               3                31
  CLUS_3               3                42
  CLUS_4               3                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        2     17      3
  2Q LOSS WILD-TYPE     17     95     46
D44V4, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               2                17
  CLUS_2              17                95
  CLUS_3               3                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        6      8      8
  2Q LOSS WILD-TYPE     67     44     59
D44V5, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               6                67
  CLUS_2               8                44
  CLUS_3               8                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       10      7      5
  2Q LOSS WILD-TYPE     61     54     55
D44V6, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              10                61
  CLUS_2               7                54
  CLUS_3               5                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        7      7      8
  2Q LOSS WILD-TYPE     65     45     60
D44V7, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               7                65
  CLUS_2               7                45
  CLUS_3               8                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        9      9      4
  2Q LOSS WILD-TYPE     58     61     51
D44V8, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               9                58
  CLUS_2               9                61
  CLUS_3               4                51

Clustering(45) Variable = 3P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       12     16     19
  3P LOSS WILD-TYPE     48     26     71
D45V1, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              12                48
  CLUS_2              16                26
  CLUS_3              19                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  3P LOSS MUTATED        7      7      5     10     14      0      4
  3P LOSS WILD-TYPE     25     20     16     22     17     34     11
D45V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED       22      7      5     12
  3P LOSS WILD-TYPE     42     27     40     25
D45V3, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              22                42
  CLUS_2               7                27
  CLUS_3               5                40
  CLUS_4              12                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        3     39      4
  3P LOSS WILD-TYPE     16     73     45
D45V4, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               3                16
  CLUS_2              39                73
  CLUS_3               4                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       23     16      8
  3P LOSS WILD-TYPE     50     36     59
D45V5, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              23                50
  CLUS_2              16                36
  CLUS_3               8                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       21     21      5
  3P LOSS WILD-TYPE     50     40     55
D45V6, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              21                50
  CLUS_2              21                40
  CLUS_3               5                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       25     14      8
  3P LOSS WILD-TYPE     47     38     60
D45V7, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              25                47
  CLUS_2              14                38
  CLUS_3               8                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       20     23      4
  3P LOSS WILD-TYPE     47     47     51
D45V8, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              20                47
  CLUS_2              23                47
  CLUS_3               4                51

Clustering(46) Variable = 3Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        1      6      1
  3Q LOSS WILD-TYPE     59     36     89
D46V1, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               1                59
  CLUS_2               6                36
  CLUS_3               1                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  3Q LOSS MUTATED        0      2      0      4      1      0      1
  3Q LOSS WILD-TYPE     32     25     21     28     30     34     14
D46V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED        1      2      1      4
  3Q LOSS WILD-TYPE     63     32     44     33
D46V3, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               1                63
  CLUS_2               2                32
  CLUS_3               1                44
  CLUS_4               4                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        2      4      2
  3Q LOSS WILD-TYPE     17    108     47
D46V4, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               2                17
  CLUS_2               4               108
  CLUS_3               2                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        4      2      2
  3Q LOSS WILD-TYPE     69     50     65
D46V5, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               4                69
  CLUS_2               2                50
  CLUS_3               2                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        1      5      2
  3Q LOSS WILD-TYPE     70     56     58
D46V6, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               1                70
  CLUS_2               5                56
  CLUS_3               2                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        4      2      2
  3Q LOSS WILD-TYPE     68     50     66
D46V7, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               4                68
  CLUS_2               2                50
  CLUS_3               2                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        1      4      3
  3Q LOSS WILD-TYPE     66     66     52
D46V8, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               1                66
  CLUS_2               4                66
  CLUS_3               3                52

Clustering(47) Variable = 4P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       28     29     20
  4P LOSS WILD-TYPE     32     13     70
D47V1, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              28                32
  CLUS_2              29                13
  CLUS_3              20                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  4P LOSS MUTATED       14     13      8     16     15      5      6
  4P LOSS WILD-TYPE     18     14     13     16     16     29      9
D47V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED       31     12     11     16
  4P LOSS WILD-TYPE     33     22     34     21
D47V3, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              31                33
  CLUS_2              12                22
  CLUS_3              11                34
  CLUS_4              16                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       14     44     12
  4P LOSS WILD-TYPE      5     68     37
D47V4, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              14                 5
  CLUS_2              44                68
  CLUS_3              12                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       37     19     21
  4P LOSS WILD-TYPE     36     33     46
D47V5, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              37                36
  CLUS_2              19                33
  CLUS_3              21                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       29     31     17
  4P LOSS WILD-TYPE     42     30     43
D47V6, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              29                42
  CLUS_2              31                30
  CLUS_3              17                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       35     19     23
  4P LOSS WILD-TYPE     37     33     45
D47V7, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              35                37
  CLUS_2              19                33
  CLUS_3              23                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       30     34     13
  4P LOSS WILD-TYPE     37     36     42
D47V8, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              30                37
  CLUS_2              34                36
  CLUS_3              13                42

Clustering(48) Variable = 4Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       15     26     13
  4Q LOSS WILD-TYPE     45     16     77
D48V1, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              15                45
  CLUS_2              26                16
  CLUS_3              13                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  4Q LOSS MUTATED        8     12      7     12      8      5      2
  4Q LOSS WILD-TYPE     24     15     14     20     23     29     13
D48V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED       14     12     11     11
  4Q LOSS WILD-TYPE     50     22     34     26
D48V3, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              14                50
  CLUS_2              12                22
  CLUS_3              11                34
  CLUS_4              11                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       11     25     12
  4Q LOSS WILD-TYPE      8     87     37
D48V4, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              11                 8
  CLUS_2              25                87
  CLUS_3              12                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       24     13     17
  4Q LOSS WILD-TYPE     49     39     50
D48V5, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              24                49
  CLUS_2              13                39
  CLUS_3              17                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       17     21     16
  4Q LOSS WILD-TYPE     54     40     44
D48V6, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              17                54
  CLUS_2              21                40
  CLUS_3              16                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       21     12     21
  4Q LOSS WILD-TYPE     51     40     47
D48V7, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              21                51
  CLUS_2              12                40
  CLUS_3              21                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       20     20     14
  4Q LOSS WILD-TYPE     47     50     41
D48V8, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              20                47
  CLUS_2              20                50
  CLUS_3              14                41

Clustering(49) Variable = 5P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        3      6      4
  5P LOSS WILD-TYPE     57     36     86
D49V1, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               3                57
  CLUS_2               6                36
  CLUS_3               4                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  5P LOSS MUTATED        2      5      0      3      2      1      0
  5P LOSS WILD-TYPE     30     22     21     29     29     33     15
D49V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED        6      2      2      2
  5P LOSS WILD-TYPE     58     32     43     35
D49V3, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               6                58
  CLUS_2               2                32
  CLUS_3               2                43
  CLUS_4               2                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        1      7      4
  5P LOSS WILD-TYPE     18    105     45
D49V4, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               1                18
  CLUS_2               7               105
  CLUS_3               4                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        6      3      4
  5P LOSS WILD-TYPE     67     49     63
D49V5, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               6                67
  CLUS_2               3                49
  CLUS_3               4                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        5      4      4
  5P LOSS WILD-TYPE     66     57     56
D49V6, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               5                66
  CLUS_2               4                57
  CLUS_3               4                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        6      3      4
  5P LOSS WILD-TYPE     66     49     64
D49V7, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               6                66
  CLUS_2               3                49
  CLUS_3               4                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        5      5      3
  5P LOSS WILD-TYPE     62     65     52
D49V8, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               5                62
  CLUS_2               5                65
  CLUS_3               3                52

Clustering(50) Variable = 5Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        9     17      9
  5Q LOSS WILD-TYPE     51     25     81
D50V1, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               9                51
  CLUS_2              17                25
  CLUS_3               9                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  5Q LOSS MUTATED        5      9      2      7      7      3      2
  5Q LOSS WILD-TYPE     27     18     19     25     24     31     13
D50V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED       15      4      6      8
  5Q LOSS WILD-TYPE     49     30     39     29
D50V3, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              15                49
  CLUS_2               4                30
  CLUS_3               6                39
  CLUS_4               8                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        3     22      8
  5Q LOSS WILD-TYPE     16     90     41
D50V4, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               3                16
  CLUS_2              22                90
  CLUS_3               8                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       17      8     10
  5Q LOSS WILD-TYPE     56     44     57
D50V5, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              17                56
  CLUS_2               8                44
  CLUS_3              10                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       14     11     10
  5Q LOSS WILD-TYPE     57     50     50
D50V6, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              14                57
  CLUS_2              11                50
  CLUS_3              10                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       16      9     10
  5Q LOSS WILD-TYPE     56     43     58
D50V7, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              16                56
  CLUS_2               9                43
  CLUS_3              10                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       13     13      9
  5Q LOSS WILD-TYPE     54     57     46
D50V8, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              13                54
  CLUS_2              13                57
  CLUS_3               9                46

Clustering(51) Variable = 6P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        7      7     15
  6P LOSS WILD-TYPE     53     35     75
D51V1, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               7                53
  CLUS_2               7                35
  CLUS_3              15                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  6P LOSS MUTATED        4      3      5      5      8      3      1
  6P LOSS WILD-TYPE     28     24     16     27     23     31     14
D51V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED       15      3      5      3
  6P LOSS WILD-TYPE     49     31     40     34
D51V3, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              15                49
  CLUS_2               3                31
  CLUS_3               5                40
  CLUS_4               3                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        1     20      5
  6P LOSS WILD-TYPE     18     92     44
D51V4, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               1                18
  CLUS_2              20                92
  CLUS_3               5                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       11     10      8
  6P LOSS WILD-TYPE     62     42     59
D51V5, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              11                62
  CLUS_2              10                42
  CLUS_3               8                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       10     12      7
  6P LOSS WILD-TYPE     61     49     53
D51V6, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              10                61
  CLUS_2              12                49
  CLUS_3               7                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       12      7     10
  6P LOSS WILD-TYPE     60     45     58
D51V7, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              12                60
  CLUS_2               7                45
  CLUS_3              10                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       10     14      5
  6P LOSS WILD-TYPE     57     56     50
D51V8, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              10                57
  CLUS_2              14                56
  CLUS_3               5                50

Clustering(52) Variable = 6Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       11     15     21
  6Q LOSS WILD-TYPE     49     27     69
D52V1, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              11                49
  CLUS_2              15                27
  CLUS_3              21                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  6Q LOSS MUTATED        7      6      7     10     10      5      2
  6Q LOSS WILD-TYPE     25     21     14     22     21     29     13
D52V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED       22      6      9      7
  6Q LOSS WILD-TYPE     42     28     36     30
D52V3, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              22                42
  CLUS_2               6                28
  CLUS_3               9                36
  CLUS_4               7                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        5     30      9
  6Q LOSS WILD-TYPE     14     82     40
D52V4, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               5                14
  CLUS_2              30                82
  CLUS_3               9                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       19     14     14
  6Q LOSS WILD-TYPE     54     38     53
D52V5, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              19                54
  CLUS_2              14                38
  CLUS_3              14                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       16     19     12
  6Q LOSS WILD-TYPE     55     42     48
D52V6, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              16                55
  CLUS_2              19                42
  CLUS_3              12                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       21     11     15
  6Q LOSS WILD-TYPE     51     41     53
D52V7, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              21                51
  CLUS_2              11                41
  CLUS_3              15                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       16     21     10
  6Q LOSS WILD-TYPE     51     49     45
D52V8, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              16                51
  CLUS_2              21                49
  CLUS_3              10                45

Clustering(53) Variable = 7P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        8      4      6
  7P LOSS WILD-TYPE     52     38     84
D53V1, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               8                52
  CLUS_2               4                38
  CLUS_3               6                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  7P LOSS MUTATED        2      6      1      1      1      4      3
  7P LOSS WILD-TYPE     30     21     20     31     30     30     12
D53V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P LOSS MUTATED        2      8      6      1
  7P LOSS WILD-TYPE     62     26     39     36
D53V3, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               2                62
  CLUS_2               8                26
  CLUS_3               6                39
  CLUS_4               1                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        1      7      9
  7P LOSS WILD-TYPE     18    105     40
D53V4, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               1                18
  CLUS_2               7               105
  CLUS_3               9                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        6      3      9
  7P LOSS WILD-TYPE     67     49     58
D53V5, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               6                67
  CLUS_2               3                49
  CLUS_3               9                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        5      3     10
  7P LOSS WILD-TYPE     66     58     50
D53V6, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               5                66
  CLUS_2               3                58
  CLUS_3              10                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        5      3     10
  7P LOSS WILD-TYPE     67     49     58
D53V7, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               5                67
  CLUS_2               3                49
  CLUS_3              10                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        5      5      8
  7P LOSS WILD-TYPE     62     65     47
D53V8, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               5                62
  CLUS_2               5                65
  CLUS_3               8                47

Clustering(54) Variable = 7Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        6     12     11
  7Q LOSS WILD-TYPE     54     30     79
D54V1, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               6                54
  CLUS_2              12                30
  CLUS_3              11                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  7Q LOSS MUTATED        3      6      2      7      3      6      2
  7Q LOSS WILD-TYPE     29     21     19     25     28     28     13
D54V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q LOSS MUTATED        5      7      7      9
  7Q LOSS WILD-TYPE     59     27     38     28
D54V3, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               5                59
  CLUS_2               7                27
  CLUS_3               7                38
  CLUS_4               9                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        4     14     10
  7Q LOSS WILD-TYPE     15     98     39
D54V4, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               4                15
  CLUS_2              14                98
  CLUS_3              10                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       14      4     11
  7Q LOSS WILD-TYPE     59     48     56
D54V5, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              14                59
  CLUS_2               4                48
  CLUS_3              11                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        5     12     12
  7Q LOSS WILD-TYPE     66     49     48
D54V6, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               5                66
  CLUS_2              12                49
  CLUS_3              12                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       13      4     12
  7Q LOSS WILD-TYPE     59     48     56
D54V7, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              13                59
  CLUS_2               4                48
  CLUS_3              12                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        6     13     10
  7Q LOSS WILD-TYPE     61     57     45
D54V8, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               6                61
  CLUS_2              13                57
  CLUS_3              10                45

Clustering(55) Variable = 8P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       20     16     15
  8P LOSS WILD-TYPE     40     26     75
D55V1, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              20                40
  CLUS_2              16                26
  CLUS_3              15                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  8P LOSS MUTATED        5     11      6     12      6      7      4
  8P LOSS WILD-TYPE     27     16     15     20     25     27     11
D55V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED       13      9     11     15
  8P LOSS WILD-TYPE     51     25     34     22
D55V3, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              13                51
  CLUS_2               9                25
  CLUS_3              11                34
  CLUS_4              15                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        6     30     12
  8P LOSS WILD-TYPE     13     82     37
D55V4, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               6                13
  CLUS_2              30                82
  CLUS_3              12                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       22     11     18
  8P LOSS WILD-TYPE     51     41     49
D55V5, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              22                51
  CLUS_2              11                41
  CLUS_3              18                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       14     23     14
  8P LOSS WILD-TYPE     57     38     46
D55V6, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              14                57
  CLUS_2              23                38
  CLUS_3              14                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       22     10     19
  8P LOSS WILD-TYPE     50     42     49
D55V7, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              22                50
  CLUS_2              10                42
  CLUS_3              19                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       13     25     13
  8P LOSS WILD-TYPE     54     45     42
D55V8, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              13                54
  CLUS_2              25                45
  CLUS_3              13                42

Clustering(56) Variable = 8Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        4      5      8
  8Q LOSS WILD-TYPE     56     37     82
D56V1, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               4                56
  CLUS_2               5                37
  CLUS_3               8                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  8Q LOSS MUTATED        2      4      0      4      1      5      1
  8Q LOSS WILD-TYPE     30     23     21     28     30     29     14
D56V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        1      3      6      6
  8Q LOSS WILD-TYPE     63     31     39     31
D56V3, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               1                63
  CLUS_2               3                31
  CLUS_3               6                39
  CLUS_4               6                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        3      5      8
  8Q LOSS WILD-TYPE     16    107     41
D56V4, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               3                16
  CLUS_2               5               107
  CLUS_3               8                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        6      2      9
  8Q LOSS WILD-TYPE     67     50     58
D56V5, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               6                67
  CLUS_2               2                50
  CLUS_3               9                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        2      6      9
  8Q LOSS WILD-TYPE     69     55     51
D56V6, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               2                69
  CLUS_2               6                55
  CLUS_3               9                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        6      1     10
  8Q LOSS WILD-TYPE     66     51     58
D56V7, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               6                66
  CLUS_2               1                51
  CLUS_3              10                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        2      8      7
  8Q LOSS WILD-TYPE     65     62     48
D56V8, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               2                65
  CLUS_2               8                62
  CLUS_3               7                48

Clustering(57) Variable = 9P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       11     16      8
  9P LOSS WILD-TYPE     49     26     82
D57V1, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              11                49
  CLUS_2              16                26
  CLUS_3               8                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  9P LOSS MUTATED        4      6      4      7      4      6      4
  9P LOSS WILD-TYPE     28     21     17     25     27     28     11
D57V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED        9      6     11      7
  9P LOSS WILD-TYPE     55     28     34     30
D57V3, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               9                55
  CLUS_2               6                28
  CLUS_3              11                34
  CLUS_4               7                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED        1     21     11
  9P LOSS WILD-TYPE     18     91     38
D57V4, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               1                18
  CLUS_2              21                91
  CLUS_3              11                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       13     10     12
  9P LOSS WILD-TYPE     60     42     55
D57V5, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              13                60
  CLUS_2              10                42
  CLUS_3              12                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       11     14     10
  9P LOSS WILD-TYPE     60     47     50
D57V6, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              11                60
  CLUS_2              14                47
  CLUS_3              10                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       13     10     12
  9P LOSS WILD-TYPE     59     42     56
D57V7, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              13                59
  CLUS_2              10                42
  CLUS_3              12                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       12     13     10
  9P LOSS WILD-TYPE     55     57     45
D57V8, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              12                55
  CLUS_2              13                57
  CLUS_3              10                45

Clustering(58) Variable = 9Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        7     13      9
  9Q LOSS WILD-TYPE     53     29     81
D58V1, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               7                53
  CLUS_2              13                29
  CLUS_3               9                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  9Q LOSS MUTATED        1      4      3      6      3      9      3
  9Q LOSS WILD-TYPE     31     23     18     26     28     25     12
D58V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED        4      4     14      5
  9Q LOSS WILD-TYPE     60     30     31     32
D58V3, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               4                60
  CLUS_2               4                30
  CLUS_3              14                31
  CLUS_4               5                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        2     12     13
  9Q LOSS WILD-TYPE     17    100     36
D58V4, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               2                17
  CLUS_2              12               100
  CLUS_3              13                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        9      7     13
  9Q LOSS WILD-TYPE     64     45     54
D58V5, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               9                64
  CLUS_2               7                45
  CLUS_3              13                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        6     11     12
  9Q LOSS WILD-TYPE     65     50     48
D58V6, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               6                65
  CLUS_2              11                50
  CLUS_3              12                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        9      6     14
  9Q LOSS WILD-TYPE     63     46     54
D58V7, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               9                63
  CLUS_2               6                46
  CLUS_3              14                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        7     10     12
  9Q LOSS WILD-TYPE     60     60     43
D58V8, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               7                60
  CLUS_2              10                60
  CLUS_3              12                43

Clustering(59) Variable = 10P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       11     15     15
  10P LOSS WILD-TYPE     49     27     75
D59V1, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               11                 49
  CLUS_2               15                 27
  CLUS_3               15                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  10P LOSS MUTATED        5     11      5      7      5      7      1
  10P LOSS WILD-TYPE     27     16     16     25     26     27     14
D59V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED        9     11     10      9
  10P LOSS WILD-TYPE     55     23     35     28
D59V3, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                9                 55
  CLUS_2               11                 23
  CLUS_3               10                 35
  CLUS_4                9                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        6     20     13
  10P LOSS WILD-TYPE     13     92     36
D59V4, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                6                 13
  CLUS_2               20                 92
  CLUS_3               13                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       16     10     15
  10P LOSS WILD-TYPE     57     42     52
D59V5, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               16                 57
  CLUS_2               10                 42
  CLUS_3               15                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       12     15     14
  10P LOSS WILD-TYPE     59     46     46
D59V6, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               12                 59
  CLUS_2               15                 46
  CLUS_3               14                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       16      9     16
  10P LOSS WILD-TYPE     56     43     52
D59V7, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               16                 56
  CLUS_2                9                 43
  CLUS_3               16                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       12     16     13
  10P LOSS WILD-TYPE     55     54     42
D59V8, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               12                 55
  CLUS_2               16                 54
  CLUS_3               13                 42

Clustering(60) Variable = 10Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       13     16     16
  10Q LOSS WILD-TYPE     47     26     74
D60V1, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               13                 47
  CLUS_2               16                 26
  CLUS_3               16                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  10Q LOSS MUTATED        7     11      5      7      5      8      2
  10Q LOSS WILD-TYPE     25     16     16     25     26     26     13
D60V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED       13     12     11      8
  10Q LOSS WILD-TYPE     51     22     34     29
D60V3, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               13                 51
  CLUS_2               12                 22
  CLUS_3               11                 34
  CLUS_4                8                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        7     23     14
  10Q LOSS WILD-TYPE     12     89     35
D60V4, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                7                 12
  CLUS_2               23                 89
  CLUS_3               14                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       16     12     17
  10Q LOSS WILD-TYPE     57     40     50
D60V5, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               16                 57
  CLUS_2               12                 40
  CLUS_3               17                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       15     14     16
  10Q LOSS WILD-TYPE     56     47     44
D60V6, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               15                 56
  CLUS_2               14                 47
  CLUS_3               16                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       16     11     18
  10Q LOSS WILD-TYPE     56     41     50
D60V7, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               16                 56
  CLUS_2               11                 41
  CLUS_3               18                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       14     16     15
  10Q LOSS WILD-TYPE     53     54     40
D60V8, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               14                 53
  CLUS_2               16                 54
  CLUS_3               15                 40

Clustering(61) Variable = 11P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       22     17     19
  11P LOSS WILD-TYPE     38     25     71
D61V1, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               22                 38
  CLUS_2               17                 25
  CLUS_3               19                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  11P LOSS MUTATED       10     13      5     14     11      3      2
  11P LOSS WILD-TYPE     22     14     16     18     20     31     13
D61V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED       21     13      7     15
  11P LOSS WILD-TYPE     43     21     38     22
D61V3, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               21                 43
  CLUS_2               13                 21
  CLUS_3                7                 38
  CLUS_4               15                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        5     41     10
  11P LOSS WILD-TYPE     14     71     39
D61V4, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                5                 14
  CLUS_2               41                 71
  CLUS_3               10                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       29     13     16
  11P LOSS WILD-TYPE     44     39     51
D61V5, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               29                 44
  CLUS_2               13                 39
  CLUS_3               16                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       24     22     12
  11P LOSS WILD-TYPE     47     39     48
D61V6, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               24                 47
  CLUS_2               22                 39
  CLUS_3               12                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       31     10     17
  11P LOSS WILD-TYPE     41     42     51
D61V7, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               31                 41
  CLUS_2               10                 42
  CLUS_3               17                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       21     26     11
  11P LOSS WILD-TYPE     46     44     44
D61V8, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               21                 46
  CLUS_2               26                 44
  CLUS_3               11                 44

Clustering(62) Variable = 11Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       34     14     25
  11Q LOSS WILD-TYPE     26     28     65
D62V1, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               34                 26
  CLUS_2               14                 28
  CLUS_3               25                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  11Q LOSS MUTATED       13     14      9     10     10      9      8
  11Q LOSS WILD-TYPE     19     13     12     22     21     25      7
D62V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED       24     17     16     12
  11Q LOSS WILD-TYPE     40     17     29     25
D62V3, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               24                 40
  CLUS_2               17                 17
  CLUS_3               16                 29
  CLUS_4               12                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        5     47     17
  11Q LOSS WILD-TYPE     14     65     32
D62V4, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                5                 14
  CLUS_2               47                 65
  CLUS_3               17                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       30     18     25
  11Q LOSS WILD-TYPE     43     34     42
D62V5, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               30                 43
  CLUS_2               18                 34
  CLUS_3               25                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       31     22     20
  11Q LOSS WILD-TYPE     40     39     40
D62V6, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               31                 40
  CLUS_2               22                 39
  CLUS_3               20                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       31     16     26
  11Q LOSS WILD-TYPE     41     36     42
D62V7, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               31                 41
  CLUS_2               16                 36
  CLUS_3               26                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       29     27     17
  11Q LOSS WILD-TYPE     38     43     38
D62V8, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               29                 38
  CLUS_2               27                 43
  CLUS_3               17                 38

Clustering(63) Variable = 12P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        6     14      5
  12P LOSS WILD-TYPE     54     28     85
D63V1, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                6                 54
  CLUS_2               14                 28
  CLUS_3                5                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  12P LOSS MUTATED        1      3      2      6      8      4      1
  12P LOSS WILD-TYPE     31     24     19     26     23     30     14
D63V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED       10      1      5      8
  12P LOSS WILD-TYPE     54     33     40     29
D63V3, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               10                 54
  CLUS_2                1                 33
  CLUS_3                5                 40
  CLUS_4                8                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        5     14      5
  12P LOSS WILD-TYPE     14     98     44
D63V4, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                5                 14
  CLUS_2               14                 98
  CLUS_3                5                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       14      5      6
  12P LOSS WILD-TYPE     59     47     61
D63V5, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               14                 59
  CLUS_2                5                 47
  CLUS_3                6                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        6     14      5
  12P LOSS WILD-TYPE     65     47     55
D63V6, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                6                 65
  CLUS_2               14                 47
  CLUS_3                5                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       14      5      6
  12P LOSS WILD-TYPE     58     47     62
D63V7, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               14                 58
  CLUS_2                5                 47
  CLUS_3                6                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        7     14      4
  12P LOSS WILD-TYPE     60     56     51
D63V8, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                7                 60
  CLUS_2               14                 56
  CLUS_3                4                 51

Clustering(64) Variable = 12Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        1      5      2
  12Q LOSS WILD-TYPE     59     37     88
D64V1, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                1                 59
  CLUS_2                5                 37
  CLUS_3                2                 88
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  12Q LOSS MUTATED        0      2      1      0      3      2      0
  12Q LOSS WILD-TYPE     32     25     20     32     28     32     15
D64V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        3      1      2      1
  12Q LOSS WILD-TYPE     61     33     43     36
D64V3, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                3                 61
  CLUS_2                1                 33
  CLUS_3                2                 43
  CLUS_4                1                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        0      5      2
  12Q LOSS WILD-TYPE     19    107     47
D64V4, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                0                 19
  CLUS_2                5                107
  CLUS_3                2                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        4      1      3
  12Q LOSS WILD-TYPE     69     51     64
D64V5, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                4                 69
  CLUS_2                1                 51
  CLUS_3                3                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        1      4      3
  12Q LOSS WILD-TYPE     70     57     57
D64V6, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                1                 70
  CLUS_2                4                 57
  CLUS_3                3                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        4      1      3
  12Q LOSS WILD-TYPE     68     51     65
D64V7, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                4                 68
  CLUS_2                1                 51
  CLUS_3                3                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        2      5      1
  12Q LOSS WILD-TYPE     65     65     54
D64V8, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                2                 65
  CLUS_2                5                 65
  CLUS_3                1                 54

Clustering(65) Variable = 13Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       17     16     16
  13Q LOSS WILD-TYPE     43     26     74
D65V1, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               17                 43
  CLUS_2               16                 26
  CLUS_3               16                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  13Q LOSS MUTATED       10     11      5     13      7      2      1
  13Q LOSS WILD-TYPE     22     16     16     19     24     32     14
D65V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED       13     10      7     15
  13Q LOSS WILD-TYPE     51     24     38     22
D65V3, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               13                 51
  CLUS_2               10                 24
  CLUS_3                7                 38
  CLUS_4               15                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       10     29      6
  13Q LOSS WILD-TYPE      9     83     43
D65V4, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               10                  9
  CLUS_2               29                 83
  CLUS_3                6                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       28     10     11
  13Q LOSS WILD-TYPE     45     42     56
D65V5, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               28                 45
  CLUS_2               10                 42
  CLUS_3               11                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       19     20     10
  13Q LOSS WILD-TYPE     52     41     50
D65V6, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               19                 52
  CLUS_2               20                 41
  CLUS_3               10                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       28     10     11
  13Q LOSS WILD-TYPE     44     42     57
D65V7, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               28                 44
  CLUS_2               10                 42
  CLUS_3               11                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       16     24      9
  13Q LOSS WILD-TYPE     51     46     46
D65V8, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               16                 51
  CLUS_2               24                 46
  CLUS_3                9                 46

Clustering(66) Variable = 14Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        4     11      7
  14Q LOSS WILD-TYPE     56     31     83
D66V1, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                4                 56
  CLUS_2               11                 31
  CLUS_3                7                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  14Q LOSS MUTATED        2      4      2      4      2      7      1
  14Q LOSS WILD-TYPE     30     23     19     28     29     27     14
D66V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED        4      4     10      4
  14Q LOSS WILD-TYPE     60     30     35     33
D66V3, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                4                 60
  CLUS_2                4                 30
  CLUS_3               10                 35
  CLUS_4                4                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        6      8      8
  14Q LOSS WILD-TYPE     13    104     41
D66V4, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                6                 13
  CLUS_2                8                104
  CLUS_3                8                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        5      5     12
  14Q LOSS WILD-TYPE     68     47     55
D66V5, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                5                 68
  CLUS_2                5                 47
  CLUS_3               12                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        5      7     10
  14Q LOSS WILD-TYPE     66     54     50
D66V6, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                5                 66
  CLUS_2                7                 54
  CLUS_3               10                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        3      5     14
  14Q LOSS WILD-TYPE     69     47     54
D66V7, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                3                 69
  CLUS_2                5                 47
  CLUS_3               14                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        6      5     11
  14Q LOSS WILD-TYPE     61     65     44
D66V8, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                6                 61
  CLUS_2                5                 65
  CLUS_3               11                 44

Clustering(67) Variable = 15Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        8      8      9
  15Q LOSS WILD-TYPE     52     34     81
D67V1, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                8                 52
  CLUS_2                8                 34
  CLUS_3                9                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  15Q LOSS MUTATED        4      7      1      6      1      5      1
  15Q LOSS WILD-TYPE     28     20     20     26     30     29     14
D67V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED        7      7      4      5
  15Q LOSS WILD-TYPE     57     27     41     32
D67V3, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                7                 57
  CLUS_2                7                 27
  CLUS_3                4                 41
  CLUS_4                5                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        4     12      7
  15Q LOSS WILD-TYPE     15    100     42
D67V4, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                4                 15
  CLUS_2               12                100
  CLUS_3                7                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       10      6      9
  15Q LOSS WILD-TYPE     63     46     58
D67V5, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               10                 63
  CLUS_2                6                 46
  CLUS_3                9                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        6      9     10
  15Q LOSS WILD-TYPE     65     52     50
D67V6, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                6                 65
  CLUS_2                9                 52
  CLUS_3               10                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       10      5     10
  15Q LOSS WILD-TYPE     62     47     58
D67V7, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               10                 62
  CLUS_2                5                 47
  CLUS_3               10                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        7     10      8
  15Q LOSS WILD-TYPE     60     60     47
D67V8, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                7                 60
  CLUS_2               10                 60
  CLUS_3                8                 47

Clustering(68) Variable = 16P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        6      8     10
  16P LOSS WILD-TYPE     54     34     80
D68V1, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                6                 54
  CLUS_2                8                 34
  CLUS_3               10                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  16P LOSS MUTATED        1      5      2      5      3      7      1
  16P LOSS WILD-TYPE     31     22     19     27     28     27     14
D68V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED        4      6      8      4
  16P LOSS WILD-TYPE     60     28     37     33
D68V3, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                4                 60
  CLUS_2                6                 28
  CLUS_3                8                 37
  CLUS_4                4                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        4     10      8
  16P LOSS WILD-TYPE     15    102     41
D68V4, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                4                 15
  CLUS_2               10                102
  CLUS_3                8                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        7      4     13
  16P LOSS WILD-TYPE     66     48     54
D68V5, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                7                 66
  CLUS_2                4                 48
  CLUS_3               13                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        4      9     11
  16P LOSS WILD-TYPE     67     52     49
D68V6, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                4                 67
  CLUS_2                9                 52
  CLUS_3               11                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        6      4     14
  16P LOSS WILD-TYPE     66     48     54
D68V7, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                6                 66
  CLUS_2                4                 48
  CLUS_3               14                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        5     10      9
  16P LOSS WILD-TYPE     62     60     46
D68V8, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                5                 62
  CLUS_2               10                 60
  CLUS_3                9                 46

Clustering(69) Variable = 16Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        8      8     14
  16Q LOSS WILD-TYPE     52     34     76
D69V1, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                8                 52
  CLUS_2                8                 34
  CLUS_3               14                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  16Q LOSS MUTATED        1      4      4      4      3     13      1
  16Q LOSS WILD-TYPE     31     23     17     28     28     21     14
D69V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED        5      6     13      4
  16Q LOSS WILD-TYPE     59     28     32     33
D69V3, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                5                 59
  CLUS_2                6                 28
  CLUS_3               13                 32
  CLUS_4                4                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        4     12     12
  16Q LOSS WILD-TYPE     15    100     37
D69V4, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                4                 15
  CLUS_2               12                100
  CLUS_3               12                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        6      8     16
  16Q LOSS WILD-TYPE     67     44     51
D69V5, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                6                 67
  CLUS_2                8                 44
  CLUS_3               16                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        4     10     16
  16Q LOSS WILD-TYPE     67     51     44
D69V6, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                4                 67
  CLUS_2               10                 51
  CLUS_3               16                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        5      5     20
  16Q LOSS WILD-TYPE     67     47     48
D69V7, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                5                 67
  CLUS_2                5                 47
  CLUS_3               20                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        6     10     14
  16Q LOSS WILD-TYPE     61     60     41
D69V8, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                6                 61
  CLUS_2               10                 60
  CLUS_3               14                 41

Clustering(70) Variable = 17P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       21     19     16
  17P LOSS WILD-TYPE     39     23     74
D70V1, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               21                 39
  CLUS_2               19                 23
  CLUS_3               16                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  17P LOSS MUTATED        9      8      6     13     11      4      5
  17P LOSS WILD-TYPE     23     19     15     19     20     30     10
D70V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED       20     10      7     15
  17P LOSS WILD-TYPE     44     24     38     22
D70V3, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               20                 44
  CLUS_2               10                 24
  CLUS_3                7                 38
  CLUS_4               15                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED        7     37      8
  17P LOSS WILD-TYPE     12     75     41
D70V4, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                7                 12
  CLUS_2               37                 75
  CLUS_3                8                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       27     16     13
  17P LOSS WILD-TYPE     46     36     54
D70V5, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               27                 46
  CLUS_2               16                 36
  CLUS_3               13                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       23     21     12
  17P LOSS WILD-TYPE     48     40     48
D70V6, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               23                 48
  CLUS_2               21                 40
  CLUS_3               12                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       26     15     15
  17P LOSS WILD-TYPE     46     37     53
D70V7, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               26                 46
  CLUS_2               15                 37
  CLUS_3               15                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       25     22      9
  17P LOSS WILD-TYPE     42     48     46
D70V8, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               25                 42
  CLUS_2               22                 48
  CLUS_3                9                 46

Clustering(71) Variable = 17Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        4      8      7
  17Q LOSS WILD-TYPE     56     34     83
D71V1, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                4                 56
  CLUS_2                8                 34
  CLUS_3                7                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  17Q LOSS MUTATED        2      1      1      8      6      1      0
  17Q LOSS WILD-TYPE     30     26     20     24     25     33     15
D71V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED        6      0      2      7
  17Q LOSS WILD-TYPE     58     34     43     30
D71V3, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                6                 58
  CLUS_2                0                 34
  CLUS_3                2                 43
  CLUS_4                7                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        4     10      1
  17Q LOSS WILD-TYPE     15    102     48
D71V4, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                4                 15
  CLUS_2               10                102
  CLUS_3                1                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       12      3      4
  17Q LOSS WILD-TYPE     61     49     63
D71V5, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               12                 61
  CLUS_2                3                 49
  CLUS_3                4                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        5     12      2
  17Q LOSS WILD-TYPE     66     49     58
D71V6, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                5                 66
  CLUS_2               12                 49
  CLUS_3                2                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       12      3      4
  17Q LOSS WILD-TYPE     60     49     64
D71V7, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               12                 60
  CLUS_2                3                 49
  CLUS_3                4                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        6     11      2
  17Q LOSS WILD-TYPE     61     59     53
D71V8, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                6                 61
  CLUS_2               11                 59
  CLUS_3                2                 53

Clustering(72) Variable = 18P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        8     11     16
  18P LOSS WILD-TYPE     52     31     74
D72V1, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                8                 52
  CLUS_2               11                 31
  CLUS_3               16                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  18P LOSS MUTATED        5      4      1      9      4     10      2
  18P LOSS WILD-TYPE     27     23     20     23     27     24     13
D72V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED        6      5     12     11
  18P LOSS WILD-TYPE     58     29     33     26
D72V3, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                6                 58
  CLUS_2                5                 29
  CLUS_3               12                 33
  CLUS_4               11                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        5     16     13
  18P LOSS WILD-TYPE     14     96     36
D72V4, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                5                 14
  CLUS_2               16                 96
  CLUS_3               13                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       14      6     15
  18P LOSS WILD-TYPE     59     46     52
D72V5, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               14                 59
  CLUS_2                6                 46
  CLUS_3               15                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        7     12     16
  18P LOSS WILD-TYPE     64     49     44
D72V6, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                7                 64
  CLUS_2               12                 49
  CLUS_3               16                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       15      3     17
  18P LOSS WILD-TYPE     57     49     51
D72V7, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               15                 57
  CLUS_2                3                 49
  CLUS_3               17                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        7     14     14
  18P LOSS WILD-TYPE     60     56     41
D72V8, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                7                 60
  CLUS_2               14                 56
  CLUS_3               14                 41

Clustering(73) Variable = 18Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       10     16     22
  18Q LOSS WILD-TYPE     50     26     68
D73V1, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               10                 50
  CLUS_2               16                 26
  CLUS_3               22                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  18Q LOSS MUTATED        6      7      1     13      4     14      3
  18Q LOSS WILD-TYPE     26     20     20     19     27     20     12
D73V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED        7      7     18     14
  18Q LOSS WILD-TYPE     57     27     27     23
D73V3, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                7                 57
  CLUS_2                7                 27
  CLUS_3               18                 27
  CLUS_4               14                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        7     20     19
  18Q LOSS WILD-TYPE     12     92     30
D73V4, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                7                 12
  CLUS_2               20                 92
  CLUS_3               19                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       20      8     20
  18Q LOSS WILD-TYPE     53     44     47
D73V5, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               20                 53
  CLUS_2                8                 44
  CLUS_3               20                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        8     19     21
  18Q LOSS WILD-TYPE     63     42     39
D73V6, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                8                 63
  CLUS_2               19                 42
  CLUS_3               21                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       20      5     23
  18Q LOSS WILD-TYPE     52     47     45
D73V7, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               20                 52
  CLUS_2                5                 47
  CLUS_3               23                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       10     19     19
  18Q LOSS WILD-TYPE     57     51     36
D73V8, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               10                 57
  CLUS_2               19                 51
  CLUS_3               19                 36

Clustering(74) Variable = 19P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       12     13     11
  19P LOSS WILD-TYPE     48     29     79
D74V1, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               12                 48
  CLUS_2               13                 29
  CLUS_3               11                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  19P LOSS MUTATED        1      7      4     12      7      4      1
  19P LOSS WILD-TYPE     31     20     17     20     24     30     14
D74V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED        5      5     10     14
  19P LOSS WILD-TYPE     59     29     35     23
D74V3, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                5                 59
  CLUS_2                5                 29
  CLUS_3               10                 35
  CLUS_4               14                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        6     20      8
  19P LOSS WILD-TYPE     13     92     41
D74V4, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                6                 13
  CLUS_2               20                 92
  CLUS_3                8                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       14      7     15
  19P LOSS WILD-TYPE     59     45     52
D74V5, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               14                 59
  CLUS_2                7                 45
  CLUS_3               15                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        5     17     14
  19P LOSS WILD-TYPE     66     44     46
D74V6, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                5                 66
  CLUS_2               17                 44
  CLUS_3               14                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       16      6     14
  19P LOSS WILD-TYPE     56     46     54
D74V7, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               16                 56
  CLUS_2                6                 46
  CLUS_3               14                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        8     19      9
  19P LOSS WILD-TYPE     59     51     46
D74V8, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                8                 59
  CLUS_2               19                 51
  CLUS_3                9                 46

Clustering(75) Variable = 19Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        7      3      6
  19Q LOSS WILD-TYPE     53     39     84
D75V1, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                7                 53
  CLUS_2                3                 39
  CLUS_3                6                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  19Q LOSS MUTATED        0      3      2      3      4      4      0
  19Q LOSS WILD-TYPE     32     24     19     29     27     30     15
D75V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED        4      2      6      4
  19Q LOSS WILD-TYPE     60     32     39     33
D75V3, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                4                 60
  CLUS_2                2                 32
  CLUS_3                6                 39
  CLUS_4                4                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        0     11      5
  19Q LOSS WILD-TYPE     19    101     44
D75V4, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                0                 19
  CLUS_2               11                101
  CLUS_3                5                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        6      2      8
  19Q LOSS WILD-TYPE     67     50     59
D75V5, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                6                 67
  CLUS_2                2                 50
  CLUS_3                8                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        2      7      7
  19Q LOSS WILD-TYPE     69     54     53
D75V6, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                2                 69
  CLUS_2                7                 54
  CLUS_3                7                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        6      1      9
  19Q LOSS WILD-TYPE     66     51     59
D75V7, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                6                 66
  CLUS_2                1                 51
  CLUS_3                9                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        2     10      4
  19Q LOSS WILD-TYPE     65     60     51
D75V8, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                2                 65
  CLUS_2               10                 60
  CLUS_3                4                 51

Clustering(76) Variable = 20P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        6      1      7
  20P LOSS WILD-TYPE     54     41     83
D76V1, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                6                 54
  CLUS_2                1                 41
  CLUS_3                7                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  20P LOSS MUTATED        1      1      1      4      2      5      0
  20P LOSS WILD-TYPE     31     26     20     28     29     29     15
D76V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        4      1      5      3
  20P LOSS WILD-TYPE     60     33     40     34
D76V3, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                4                 60
  CLUS_2                1                 33
  CLUS_3                5                 40
  CLUS_4                3                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        0      8      5
  20P LOSS WILD-TYPE     19    104     44
D76V4, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                0                 19
  CLUS_2                8                104
  CLUS_3                5                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        7      2      5
  20P LOSS WILD-TYPE     66     50     62
D76V5, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                7                 66
  CLUS_2                2                 50
  CLUS_3                5                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        2      7      5
  20P LOSS WILD-TYPE     69     54     55
D76V6, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                2                 69
  CLUS_2                7                 54
  CLUS_3                5                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        7      1      6
  20P LOSS WILD-TYPE     65     51     62
D76V7, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                7                 65
  CLUS_2                1                 51
  CLUS_3                6                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        3      6      5
  20P LOSS WILD-TYPE     64     64     50
D76V8, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                3                 64
  CLUS_2                6                 64
  CLUS_3                5                 50

Clustering(77) Variable = 20Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        2      1      2
  20Q LOSS WILD-TYPE     58     41     88
D77V1, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                2                 58
  CLUS_2                1                 41
  CLUS_3                2                 88
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  20Q LOSS MUTATED        0      1      2      1      0      1      0
  20Q LOSS WILD-TYPE     32     26     19     31     31     33     15
D77V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q LOSS MUTATED        1      1      2      0
  20Q LOSS WILD-TYPE     63     33     43     37
D77V3, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                1                 63
  CLUS_2                1                 33
  CLUS_3                2                 43
  CLUS_4                0                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        0      3      1
  20Q LOSS WILD-TYPE     19    109     48
D77V4, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                 19
  CLUS_2                3                109
  CLUS_3                1                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        1      2      2
  20Q LOSS WILD-TYPE     72     50     65
D77V5, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                1                 72
  CLUS_2                2                 50
  CLUS_3                2                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        1      3      1
  20Q LOSS WILD-TYPE     70     58     59
D77V6, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                1                 70
  CLUS_2                3                 58
  CLUS_3                1                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        1      2      2
  20Q LOSS WILD-TYPE     71     50     66
D77V7, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                1                 71
  CLUS_2                2                 50
  CLUS_3                2                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        2      2      1
  20Q LOSS WILD-TYPE     65     68     54
D77V8, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                2                 65
  CLUS_2                2                 68
  CLUS_3                1                 54

Clustering(78) Variable = 21Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        9     12      7
  21Q LOSS WILD-TYPE     51     30     83
D78V1, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                9                 51
  CLUS_2               12                 30
  CLUS_3                7                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  21Q LOSS MUTATED        3      6      2      8      1      5      3
  21Q LOSS WILD-TYPE     29     21     19     24     30     29     12
D78V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED        6      7      7      7
  21Q LOSS WILD-TYPE     58     27     38     30
D78V3, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                6                 58
  CLUS_2                7                 27
  CLUS_3                7                 38
  CLUS_4                7                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        8     10      9
  21Q LOSS WILD-TYPE     11    102     40
D78V4, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                8                 11
  CLUS_2               10                102
  CLUS_3                9                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       11      6     11
  21Q LOSS WILD-TYPE     62     46     56
D78V5, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               11                 62
  CLUS_2                6                 46
  CLUS_3               11                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        7     11     10
  21Q LOSS WILD-TYPE     64     50     50
D78V6, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                7                 64
  CLUS_2               11                 50
  CLUS_3               10                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       11      6     11
  21Q LOSS WILD-TYPE     61     46     57
D78V7, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               11                 61
  CLUS_2                6                 46
  CLUS_3               11                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        8     10     10
  21Q LOSS WILD-TYPE     59     60     45
D78V8, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                8                 59
  CLUS_2               10                 60
  CLUS_3               10                 45

Clustering(79) Variable = 22Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       14     13     15
  22Q LOSS WILD-TYPE     46     29     75
D79V1, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               14                 46
  CLUS_2               13                 29
  CLUS_3               15                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  22Q LOSS MUTATED        2      5      6     12      6      9      2
  22Q LOSS WILD-TYPE     30     22     15     20     25     25     13
D79V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED       11      4     15     10
  22Q LOSS WILD-TYPE     53     30     30     27
D79V3, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               11                 53
  CLUS_2                4                 30
  CLUS_3               15                 30
  CLUS_4               10                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        8     19     13
  22Q LOSS WILD-TYPE     11     93     36
D79V4, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                8                 11
  CLUS_2               19                 93
  CLUS_3               13                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       15     11     16
  22Q LOSS WILD-TYPE     58     41     51
D79V5, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               15                 58
  CLUS_2               11                 41
  CLUS_3               16                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       11     14     17
  22Q LOSS WILD-TYPE     60     47     43
D79V6, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               11                 60
  CLUS_2               14                 47
  CLUS_3               17                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       15      9     18
  22Q LOSS WILD-TYPE     57     43     50
D79V7, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               15                 57
  CLUS_2                9                 43
  CLUS_3               18                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       11     15     16
  22Q LOSS WILD-TYPE     56     55     39
D79V8, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               11                 56
  CLUS_2               15                 55
  CLUS_3               16                 39

Clustering(80) Variable = XQ LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       11     15     13
  XQ LOSS WILD-TYPE     49     27     77
D80V1, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              11                49
  CLUS_2              15                27
  CLUS_3              13                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  XQ LOSS MUTATED        5      5      6      8     10      4      1
  XQ LOSS WILD-TYPE     27     22     15     24     21     30     14
D80V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED       15      4      6     11
  XQ LOSS WILD-TYPE     49     30     39     26
D80V3, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              15                49
  CLUS_2               4                30
  CLUS_3               6                39
  CLUS_4              11                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        4     27      5
  XQ LOSS WILD-TYPE     15     85     44
D80V4, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               4                15
  CLUS_2              27                85
  CLUS_3               5                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       19      9     11
  XQ LOSS WILD-TYPE     54     43     56
D80V5, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              19                54
  CLUS_2               9                43
  CLUS_3              11                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       13     17      9
  XQ LOSS WILD-TYPE     58     44     51
D80V6, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              13                58
  CLUS_2              17                44
  CLUS_3               9                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       20      8     11
  XQ LOSS WILD-TYPE     52     44     57
D80V7, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              20                52
  CLUS_2               8                44
  CLUS_3              11                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       11     22      6
  XQ LOSS WILD-TYPE     56     48     49
D80V8, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              11                56
  CLUS_2              22                48
  CLUS_3               6                49
> q(save="no")
