
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/LIHC-TP/6159729/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/LIHC-TP/6159667/LIHC-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=LIHC-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=LIHC-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/LIHC-TP/6159667/LIHC-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/LIHC-TP/6159729/transformed.cor.cli.txt"

nPatients in clinical file=170, in cluster file=165, common to both=165
[1]  80 165
[1] "1P GAIN MUTATION ANALYSIS"
[1] 3
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               25               140 
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               25               140 
[1] "1Q GAIN MUTATION ANALYSIS"
[1] 3
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               93                72 
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               93                72 
[1] "2P GAIN MUTATION ANALYSIS"
[1] 3
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               23               142 
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               23               142 
[1] "2Q GAIN MUTATION ANALYSIS"
[1] 3
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               19               146 
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               19               146 
[1] "3P GAIN MUTATION ANALYSIS"
[1] 3
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               16               149 
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               16               149 
[1] "3Q GAIN MUTATION ANALYSIS"
[1] 3
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               17               148 
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               17               148 
[1] "4P GAIN MUTATION ANALYSIS"
[1] 3
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               11               154 
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               11               154 
[1] "4Q GAIN MUTATION ANALYSIS"
[1] 3
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
                4               161 
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
                4               161 
[1] "5P GAIN MUTATION ANALYSIS"
[1] 3
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               63               102 
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               63               102 
[1] "5Q GAIN MUTATION ANALYSIS"
[1] 3
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               47               118 
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               47               118 
[1] "6P GAIN MUTATION ANALYSIS"
[1] 3
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
               43               122 
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
               43               122 
[1] "6Q GAIN MUTATION ANALYSIS"
[1] 3
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               30               135 
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               30               135 
[1] "7P GAIN MUTATION ANALYSIS"
[1] 3
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
               50               115 
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
               50               115 
[1] "7Q GAIN MUTATION ANALYSIS"
[1] 3
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
               51               114 
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
               51               114 
[1] "8P GAIN MUTATION ANALYSIS"
[1] 3
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               33               132 
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               33               132 
[1] "8Q GAIN MUTATION ANALYSIS"
[1] 3
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
               83                82 
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
               83                82 
[1] "9P GAIN MUTATION ANALYSIS"
[1] 3
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
                8               157 
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
                8               157 
[1] "9Q GAIN MUTATION ANALYSIS"
[1] 3
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
                8               157 
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
                8               157 
[1] "10P GAIN MUTATION ANALYSIS"
[1] 3
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                23                142 
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                23                142 
[1] "10Q GAIN MUTATION ANALYSIS"
[1] 3
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                12                153 
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                12                153 
[1] "11P GAIN MUTATION ANALYSIS"
[1] 3
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                10                155 
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                10                155 
[1] "11Q GAIN MUTATION ANALYSIS"
[1] 3
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                11                154 
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                11                154 
[1] "12P GAIN MUTATION ANALYSIS"
[1] 3
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                14                151 
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                14                151 
[1] "12Q GAIN MUTATION ANALYSIS"
[1] 3
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                19                146 
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                19                146 
[1] "13Q GAIN MUTATION ANALYSIS"
[1] 3
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                10                155 
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                10                155 
[1] "14Q GAIN MUTATION ANALYSIS"
[1] 3
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                10                155 
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                10                155 
[1] "15Q GAIN MUTATION ANALYSIS"
[1] 3
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                14                151 
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                14                151 
[1] "16P GAIN MUTATION ANALYSIS"
[1] 3
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                11                154 
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                11                154 
[1] "16Q GAIN MUTATION ANALYSIS"
[1] 3
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                 5                160 
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                 5                160 
[1] "17P GAIN MUTATION ANALYSIS"
[1] 3
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                14                151 
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                14                151 
[1] "17Q GAIN MUTATION ANALYSIS"
[1] 3
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                42                123 
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                42                123 
[1] "18P GAIN MUTATION ANALYSIS"
[1] 3
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                13                152 
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                13                152 
[1] "18Q GAIN MUTATION ANALYSIS"
[1] 3
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                12                153 
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                12                153 
[1] "19P GAIN MUTATION ANALYSIS"
[1] 3
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                33                132 
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                33                132 
[1] "19Q GAIN MUTATION ANALYSIS"
[1] 3
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                37                128 
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                37                128 
[1] "20P GAIN MUTATION ANALYSIS"
[1] 3
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
                47                118 
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
                47                118 
[1] "20Q GAIN MUTATION ANALYSIS"
[1] 3
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
                49                116 
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
                49                116 
[1] "21Q GAIN MUTATION ANALYSIS"
[1] 3
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                15                150 
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                15                150 
[1] "22Q GAIN MUTATION ANALYSIS"
[1] 3
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                19                146 
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                19                146 
[1] "XQ GAIN MUTATION ANALYSIS"
[1] 3
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               30               135 
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               30               135 
[1] "1P LOSS MUTATION ANALYSIS"
[1] 3
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               38               127 
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               38               127 
[1] "1Q LOSS MUTATION ANALYSIS"
[1] 3
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               11               154 
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               11               154 
[1] "2P LOSS MUTATION ANALYSIS"
[1] 3
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               15               150 
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               15               150 
[1] "2Q LOSS MUTATION ANALYSIS"
[1] 3
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               16               149 
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               16               149 
[1] "3P LOSS MUTATION ANALYSIS"
[1] 3
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               19               146 
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               19               146 
[1] "3Q LOSS MUTATION ANALYSIS"
[1] 3
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               11               154 
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               11               154 
[1] "4P LOSS MUTATION ANALYSIS"
[1] 3
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               38               127 
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               38               127 
[1] "4Q LOSS MUTATION ANALYSIS"
[1] 3
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               54               111 
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               54               111 
[1] "5P LOSS MUTATION ANALYSIS"
[1] 3
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               10               155 
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               10               155 
[1] "5Q LOSS MUTATION ANALYSIS"
[1] 3
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               15               150 
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               15               150 
[1] "6P LOSS MUTATION ANALYSIS"
[1] 3
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               19               146 
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               19               146 
[1] "6Q LOSS MUTATION ANALYSIS"
[1] 3
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               45               120 
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               45               120 
[1] "7P LOSS MUTATION ANALYSIS"
[1] 3
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
               10               155 
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
               10               155 
[1] "7Q LOSS MUTATION ANALYSIS"
[1] 3
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               14               151 
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               14               151 
[1] "8P LOSS MUTATION ANALYSIS"
[1] 3
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               78                87 
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               78                87 
[1] "8Q LOSS MUTATION ANALYSIS"
[1] 3
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               16               149 
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               16               149 
[1] "9P LOSS MUTATION ANALYSIS"
[1] 3
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
               51               114 
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
               51               114 
[1] "9Q LOSS MUTATION ANALYSIS"
[1] 3
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               51               114 
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               51               114 
[1] "10P LOSS MUTATION ANALYSIS"
[1] 3
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                22                143 
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                22                143 
[1] "10Q LOSS MUTATION ANALYSIS"
[1] 3
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                38                127 
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                38                127 
[1] "11P LOSS MUTATION ANALYSIS"
[1] 3
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                30                135 
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                30                135 
[1] "11Q LOSS MUTATION ANALYSIS"
[1] 3
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                33                132 
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                33                132 
[1] "12P LOSS MUTATION ANALYSIS"
[1] 3
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                36                129 
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                36                129 
[1] "12Q LOSS MUTATION ANALYSIS"
[1] 3
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                21                144 
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                21                144 
[1] "13Q LOSS MUTATION ANALYSIS"
[1] 3
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                57                108 
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                57                108 
[1] "14Q LOSS MUTATION ANALYSIS"
[1] 3
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                47                118 
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                47                118 
[1] "15Q LOSS MUTATION ANALYSIS"
[1] 3
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                32                133 
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                32                133 
[1] "16P LOSS MUTATION ANALYSIS"
[1] 3
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                49                116 
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                49                116 
[1] "16Q LOSS MUTATION ANALYSIS"
[1] 3
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                61                104 
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                61                104 
[1] "17P LOSS MUTATION ANALYSIS"
[1] 3
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                86                 79 
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                86                 79 
[1] "17Q LOSS MUTATION ANALYSIS"
[1] 3
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                22                143 
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                22                143 
[1] "18P LOSS MUTATION ANALYSIS"
[1] 3
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                30                135 
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                30                135 
[1] "18Q LOSS MUTATION ANALYSIS"
[1] 3
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                33                132 
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                33                132 
[1] "19P LOSS MUTATION ANALYSIS"
[1] 3
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                21                144 
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                21                144 
[1] "19Q LOSS MUTATION ANALYSIS"
[1] 3
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                15                150 
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                15                150 
[1] "20P LOSS MUTATION ANALYSIS"
[1] 3
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                10                155 
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                10                155 
[1] "20Q LOSS MUTATION ANALYSIS"
[1] 3
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                 6                159 
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                 6                159 
[1] "21Q LOSS MUTATION ANALYSIS"
[1] 3
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                45                120 
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                45                120 
[1] "22Q LOSS MUTATION ANALYSIS"
[1] 3
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                40                125 
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                40                125 
[1] "XQ LOSS MUTATION ANALYSIS"
[1] 3
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               24               141 
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               24               141 
[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 165 columns.

Variable 1:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'MRNASEQ_CNMF':	nDistinctValues=9,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=4,	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 165 columns, 0 survival variables, and 8 non-survival variables.
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=9, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=4, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
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       10      7      8
  1P GAIN WILD-TYPE     36     56     48
D1V1, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              10                36
  CLUS_2               7                56
  CLUS_3               8                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        9      3     13
  1P GAIN WILD-TYPE     40     39     60
D1V2, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               9                40
  CLUS_2               3                39
  CLUS_3              13                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1P GAIN MUTATED        6      1      1      1      4      2      1      3
  1P GAIN WILD-TYPE     11     13     13     28     17      4     16     13
                   vv
clus                CLUS_9
  1P GAIN MUTATED        2
  1P GAIN WILD-TYPE      7
D1V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED        4      5      2     10
  1P GAIN WILD-TYPE     18     22     35     47
D1V4, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               4                18
  CLUS_2               5                22
  CLUS_3               2                35
  CLUS_4              10                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        5      8      8
  1P GAIN WILD-TYPE     40     33     48
D1V5, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               5                40
  CLUS_2               8                33
  CLUS_3               8                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        6     10      5
  1P GAIN WILD-TYPE     53     57     11
D1V6, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               6                53
  CLUS_2              10                57
  CLUS_3               5                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        5     10      6
  1P GAIN WILD-TYPE     19     62     40
D1V7, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               5                19
  CLUS_2              10                62
  CLUS_3               6                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        5      6     10
  1P GAIN WILD-TYPE     10     52     59
D1V8, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               5                10
  CLUS_2               6                52
  CLUS_3              10                59

Clustering(2) Variable = 1Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       37     20     36
  1Q GAIN WILD-TYPE      9     43     20
D2V1, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              37                 9
  CLUS_2              20                43
  CLUS_3              36                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       19     28     46
  1Q GAIN WILD-TYPE     30     14     27
D2V2, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              19                30
  CLUS_2              28                14
  CLUS_3              46                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1Q GAIN MUTATED       10      8      2     11     15      4     11     12
  1Q GAIN WILD-TYPE      7      6     12     18      6      2      6      4
                   vv
clus                CLUS_9
  1Q GAIN MUTATED        7
  1Q GAIN WILD-TYPE      2
D2V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED       15     13     14     38
  1Q GAIN WILD-TYPE      7     14     23     19
D2V4, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              15                 7
  CLUS_2              13                14
  CLUS_3              14                23
  CLUS_4              38                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       21     22     36
  1Q GAIN WILD-TYPE     24     19     20
D2V5, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              21                24
  CLUS_2              22                19
  CLUS_3              36                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       32     37     10
  1Q GAIN WILD-TYPE     27     30      6
D2V6, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              32                27
  CLUS_2              37                30
  CLUS_3              10                 6
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       12     43     24
  1Q GAIN WILD-TYPE     12     29     22
D2V7, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              12                12
  CLUS_2              43                29
  CLUS_3              24                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       10     30     39
  1Q GAIN WILD-TYPE      5     28     30
D2V8, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              10                 5
  CLUS_2              30                28
  CLUS_3              39                30

Clustering(3) Variable = 2P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        7      4     12
  2P GAIN WILD-TYPE     39     59     44
D3V1, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               7                39
  CLUS_2               4                59
  CLUS_3              12                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        6      8      8
  2P GAIN WILD-TYPE     43     34     65
D3V2, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               6                43
  CLUS_2               8                34
  CLUS_3               8                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2P GAIN MUTATED        1      6      0      4      1      0      2      2
  2P GAIN WILD-TYPE     16      8     14     25     20      6     15     14
                   vv
clus                CLUS_9
  2P GAIN MUTATED        2
  2P GAIN WILD-TYPE      7
D3V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED        1      2      4     11
  2P GAIN WILD-TYPE     21     25     33     46
D3V4, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               1                21
  CLUS_2               2                25
  CLUS_3               4                33
  CLUS_4              11                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        6      8      5
  2P GAIN WILD-TYPE     39     33     51
D3V5, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               6                39
  CLUS_2               8                33
  CLUS_3               5                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        9      7      3
  2P GAIN WILD-TYPE     50     60     13
D3V6, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               9                50
  CLUS_2               7                60
  CLUS_3               3                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        6      6      7
  2P GAIN WILD-TYPE     18     66     39
D3V7, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               6                18
  CLUS_2               6                66
  CLUS_3               7                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        2      9      8
  2P GAIN WILD-TYPE     13     49     61
D3V8, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               2                13
  CLUS_2               9                49
  CLUS_3               8                61

Clustering(4) Variable = 2Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        6      2     11
  2Q GAIN WILD-TYPE     40     61     45
D4V1, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               6                40
  CLUS_2               2                61
  CLUS_3              11                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        4      6      8
  2Q GAIN WILD-TYPE     45     36     65
D4V2, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               4                45
  CLUS_2               6                36
  CLUS_3               8                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2Q GAIN MUTATED        1      4      0      2      1      1      2      2
  2Q GAIN WILD-TYPE     16     10     14     27     20      5     15     14
                   vv
clus                CLUS_9
  2Q GAIN MUTATED        2
  2Q GAIN WILD-TYPE      7
D4V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED        1      2      3      9
  2Q GAIN WILD-TYPE     21     25     34     48
D4V4, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               1                21
  CLUS_2               2                25
  CLUS_3               3                34
  CLUS_4               9                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        6      7      3
  2Q GAIN WILD-TYPE     39     34     53
D4V5, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               6                39
  CLUS_2               7                34
  CLUS_3               3                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        7      6      3
  2Q GAIN WILD-TYPE     52     61     13
D4V6, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               7                52
  CLUS_2               6                61
  CLUS_3               3                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        4      6      6
  2Q GAIN WILD-TYPE     20     66     40
D4V7, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               4                20
  CLUS_2               6                66
  CLUS_3               6                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        2      7      7
  2Q GAIN WILD-TYPE     13     51     62
D4V8, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               2                13
  CLUS_2               7                51
  CLUS_3               7                62

Clustering(5) Variable = 3P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        4      3      9
  3P GAIN WILD-TYPE     42     60     47
D5V1, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               4                42
  CLUS_2               3                60
  CLUS_3               9                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        2      3     10
  3P GAIN WILD-TYPE     47     39     63
D5V2, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               2                47
  CLUS_2               3                39
  CLUS_3              10                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3P GAIN MUTATED        1      1      1      3      0      3      4      0
  3P GAIN WILD-TYPE     16     13     13     26     21      3     13     16
                   vv
clus                CLUS_9
  3P GAIN MUTATED        1
  3P GAIN WILD-TYPE      8
D5V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED        1      0      6      7
  3P GAIN WILD-TYPE     21     27     31     50
D5V4, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               1                21
  CLUS_2               0                27
  CLUS_3               6                31
  CLUS_4               7                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        5      5      3
  3P GAIN WILD-TYPE     40     36     53
D5V5, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               5                40
  CLUS_2               5                36
  CLUS_3               3                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        7      4      2
  3P GAIN WILD-TYPE     52     63     14
D5V6, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               7                52
  CLUS_2               4                63
  CLUS_3               2                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        5      5      3
  3P GAIN WILD-TYPE     19     67     43
D5V7, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               5                19
  CLUS_2               5                67
  CLUS_3               3                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        2      7      4
  3P GAIN WILD-TYPE     13     51     65
D5V8, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               2                13
  CLUS_2               7                51
  CLUS_3               4                65

Clustering(6) Variable = 3Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        4      3     10
  3Q GAIN WILD-TYPE     42     60     46
D6V1, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               4                42
  CLUS_2               3                60
  CLUS_3              10                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        2      4     10
  3Q GAIN WILD-TYPE     47     38     63
D6V2, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               2                47
  CLUS_2               4                38
  CLUS_3              10                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3Q GAIN MUTATED        1      2      1      3      0      3      4      0
  3Q GAIN WILD-TYPE     16     12     13     26     21      3     13     16
                   vv
clus                CLUS_9
  3Q GAIN MUTATED        1
  3Q GAIN WILD-TYPE      8
D6V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED        1      0      6      8
  3Q GAIN WILD-TYPE     21     27     31     49
D6V4, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               1                21
  CLUS_2               0                27
  CLUS_3               6                31
  CLUS_4               8                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        5      6      3
  3Q GAIN WILD-TYPE     40     35     53
D6V5, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               5                40
  CLUS_2               6                35
  CLUS_3               3                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        7      5      2
  3Q GAIN WILD-TYPE     52     62     14
D6V6, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               7                52
  CLUS_2               5                62
  CLUS_3               2                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        5      5      4
  3Q GAIN WILD-TYPE     19     67     42
D6V7, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               5                19
  CLUS_2               5                67
  CLUS_3               4                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        2      7      5
  3Q GAIN WILD-TYPE     13     51     64
D6V8, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               2                13
  CLUS_2               7                51
  CLUS_3               5                64

Clustering(7) Variable = 4P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        2      2      7
  4P GAIN WILD-TYPE     44     61     49
D7V1, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               2                44
  CLUS_2               2                61
  CLUS_3               7                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        3      4      4
  4P GAIN WILD-TYPE     46     38     69
D7V2, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               3                46
  CLUS_2               4                38
  CLUS_3               4                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4P GAIN MUTATED        1      4      0      2      0      0      1      1
  4P GAIN WILD-TYPE     16     10     14     27     21      6     16     15
                   vv
clus                CLUS_9
  4P GAIN MUTATED        0
  4P GAIN WILD-TYPE      9
D7V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P GAIN MUTATED        0      1      3      5
  4P GAIN WILD-TYPE     22     26     34     52
D7V4, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               0                22
  CLUS_2               1                26
  CLUS_3               3                34
  CLUS_4               5                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        1      5      3
  4P GAIN WILD-TYPE     44     36     53
D7V5, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               1                44
  CLUS_2               5                36
  CLUS_3               3                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        3      6      0
  4P GAIN WILD-TYPE     56     61     16
D7V6, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               3                56
  CLUS_2               6                61
  CLUS_3               0                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        2      5      2
  4P GAIN WILD-TYPE     22     67     44
D7V7, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               2                22
  CLUS_2               5                67
  CLUS_3               2                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        0      4      5
  4P GAIN WILD-TYPE     15     54     64
D7V8, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               0                15
  CLUS_2               4                54
  CLUS_3               5                64

Clustering(8) Variable = 4Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        1      2      1
  4Q GAIN WILD-TYPE     45     61     55
D8V1, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               1                45
  CLUS_2               2                61
  CLUS_3               1                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        2      1      1
  4Q GAIN WILD-TYPE     47     41     72
D8V2, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               2                47
  CLUS_2               1                41
  CLUS_3               1                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4Q GAIN MUTATED        1      2      0      0      0      0      0      1
  4Q GAIN WILD-TYPE     16     12     14     29     21      6     17     15
                   vv
clus                CLUS_9
  4Q GAIN MUTATED        0
  4Q GAIN WILD-TYPE      9
D8V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q GAIN MUTATED        0      1      1      2
  4Q GAIN WILD-TYPE     22     26     36     55
D8V4, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               0                22
  CLUS_2               1                26
  CLUS_3               1                36
  CLUS_4               2                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        1      1      2
  4Q GAIN WILD-TYPE     44     40     54
D8V5, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               1                44
  CLUS_2               1                40
  CLUS_3               2                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        3      1      0
  4Q GAIN WILD-TYPE     56     66     16
D8V6, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               3                56
  CLUS_2               1                66
  CLUS_3               0                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        1      2      1
  4Q GAIN WILD-TYPE     23     70     45
D8V7, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               1                23
  CLUS_2               2                70
  CLUS_3               1                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        0      3      1
  4Q GAIN WILD-TYPE     15     55     68
D8V8, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               0                15
  CLUS_2               3                55
  CLUS_3               1                68

Clustering(9) Variable = 5P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       24     14     25
  5P GAIN WILD-TYPE     22     49     31
D9V1, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              24                22
  CLUS_2              14                49
  CLUS_3              25                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       12     23     28
  5P GAIN WILD-TYPE     37     19     45
D9V2, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              12                37
  CLUS_2              23                19
  CLUS_3              28                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5P GAIN MUTATED        8      5      3      9      8      3      7      7
  5P GAIN WILD-TYPE      9      9     11     20     13      3     10      9
                   vv
clus                CLUS_9
  5P GAIN MUTATED        7
  5P GAIN WILD-TYPE      2
D9V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED        9      9     12     27
  5P GAIN WILD-TYPE     13     18     25     30
D9V4, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               9                13
  CLUS_2               9                18
  CLUS_3              12                25
  CLUS_4              27                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       17     18     22
  5P GAIN WILD-TYPE     28     23     34
D9V5, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              17                28
  CLUS_2              18                23
  CLUS_3              22                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       19     31      7
  5P GAIN WILD-TYPE     40     36      9
D9V6, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              19                40
  CLUS_2              31                36
  CLUS_3               7                 9
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        9     30     18
  5P GAIN WILD-TYPE     15     42     28
D9V7, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               9                15
  CLUS_2              30                42
  CLUS_3              18                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        7     21     29
  5P GAIN WILD-TYPE      8     37     40
D9V8, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               7                 8
  CLUS_2              21                37
  CLUS_3              29                40

Clustering(10) Variable = 5Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       21      9     17
  5Q GAIN WILD-TYPE     25     54     39
D10V1, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              21                25
  CLUS_2               9                54
  CLUS_3              17                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        9     15     23
  5Q GAIN WILD-TYPE     40     27     50
D10V2, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               9                40
  CLUS_2              15                27
  CLUS_3              23                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5Q GAIN MUTATED        4      3      3      5      7      1      5      5
  5Q GAIN WILD-TYPE     13     11     11     24     14      5     12     11
                   vv
clus                CLUS_9
  5Q GAIN MUTATED        7
  5Q GAIN WILD-TYPE      2
D10V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED        8      7      7     18
  5Q GAIN WILD-TYPE     14     20     30     39
D10V4, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               8                14
  CLUS_2               7                20
  CLUS_3               7                30
  CLUS_4              18                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       13     12     15
  5Q GAIN WILD-TYPE     32     29     41
D10V5, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              13                32
  CLUS_2              12                29
  CLUS_3              15                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       15     20      5
  5Q GAIN WILD-TYPE     44     47     11
D10V6, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              15                44
  CLUS_2              20                47
  CLUS_3               5                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        8     20     12
  5Q GAIN WILD-TYPE     16     52     34
D10V7, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               8                16
  CLUS_2              20                52
  CLUS_3              12                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        5     17     18
  5Q GAIN WILD-TYPE     10     41     51
D10V8, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               5                10
  CLUS_2              17                41
  CLUS_3              18                51

Clustering(11) Variable = 6P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       16      6     21
  6P GAIN WILD-TYPE     30     57     35
D11V1, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              16                30
  CLUS_2               6                57
  CLUS_3              21                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        6     12     24
  6P GAIN WILD-TYPE     43     30     49
D11V2, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               6                43
  CLUS_2              12                30
  CLUS_3              24                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6P GAIN MUTATED        5      2      1      7      4      4      6      3
  6P GAIN WILD-TYPE     12     12     13     22     17      2     11     13
                   vv
clus                CLUS_9
  6P GAIN MUTATED        4
  6P GAIN WILD-TYPE      5
D11V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P GAIN MUTATED        4      3     10     19
  6P GAIN WILD-TYPE     18     24     27     38
D11V4, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               4                18
  CLUS_2               3                24
  CLUS_3              10                27
  CLUS_4              19                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       11     11     13
  6P GAIN WILD-TYPE     34     30     43
D11V5, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              11                34
  CLUS_2              11                30
  CLUS_3              13                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       14     16      5
  6P GAIN WILD-TYPE     45     51     11
D11V6, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              14                45
  CLUS_2              16                51
  CLUS_3               5                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        5     19     11
  6P GAIN WILD-TYPE     19     53     35
D11V7, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               5                19
  CLUS_2              19                53
  CLUS_3              11                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        5     13     17
  6P GAIN WILD-TYPE     10     45     52
D11V8, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               5                10
  CLUS_2              13                45
  CLUS_3              17                52

Clustering(12) Variable = 6Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        9      5     16
  6Q GAIN WILD-TYPE     37     58     40
D12V1, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               9                37
  CLUS_2               5                58
  CLUS_3              16                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        5      8     17
  6Q GAIN WILD-TYPE     44     34     56
D12V2, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               5                44
  CLUS_2               8                34
  CLUS_3              17                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6Q GAIN MUTATED        4      1      0      4      2      3      5      2
  6Q GAIN WILD-TYPE     13     13     14     25     19      3     12     14
                   vv
clus                CLUS_9
  6Q GAIN MUTATED        3
  6Q GAIN WILD-TYPE      6
D12V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q GAIN MUTATED        3      1      6     14
  6Q GAIN WILD-TYPE     19     26     31     43
D12V4, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               3                19
  CLUS_2               1                26
  CLUS_3               6                31
  CLUS_4              14                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        7      8      9
  6Q GAIN WILD-TYPE     38     33     47
D12V5, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               7                38
  CLUS_2               8                33
  CLUS_3               9                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        8     13      3
  6Q GAIN WILD-TYPE     51     54     13
D12V6, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               8                51
  CLUS_2              13                54
  CLUS_3               3                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        5     14      5
  6Q GAIN WILD-TYPE     19     58     41
D12V7, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               5                19
  CLUS_2              14                58
  CLUS_3               5                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        3      8     13
  6Q GAIN WILD-TYPE     12     50     56
D12V8, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               3                12
  CLUS_2               8                50
  CLUS_3              13                56

Clustering(13) Variable = 7P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       20     13     17
  7P GAIN WILD-TYPE     26     50     39
D13V1, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              20                26
  CLUS_2              13                50
  CLUS_3              17                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       10     11     28
  7P GAIN WILD-TYPE     39     31     45
D13V2, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              10                39
  CLUS_2              11                31
  CLUS_3              28                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7P GAIN MUTATED        6      6      3      8      6      3      5      4
  7P GAIN WILD-TYPE     11      8     11     21     15      3     12     12
                   vv
clus                CLUS_9
  7P GAIN MUTATED        3
  7P GAIN WILD-TYPE      6
D13V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED        6      6     12     20
  7P GAIN WILD-TYPE     16     21     25     37
D13V4, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               6                16
  CLUS_2               6                21
  CLUS_3              12                25
  CLUS_4              20                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        9     15     18
  7P GAIN WILD-TYPE     36     26     38
D13V5, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               9                36
  CLUS_2              15                26
  CLUS_3              18                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       12     25      5
  7P GAIN WILD-TYPE     47     42     11
D13V6, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              12                47
  CLUS_2              25                42
  CLUS_3               5                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        5     25     12
  7P GAIN WILD-TYPE     19     47     34
D13V7, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               5                19
  CLUS_2              25                47
  CLUS_3              12                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        5     14     23
  7P GAIN WILD-TYPE     10     44     46
D13V8, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               5                10
  CLUS_2              14                44
  CLUS_3              23                46

Clustering(14) Variable = 7Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       18     15     18
  7Q GAIN WILD-TYPE     28     48     38
D14V1, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              18                28
  CLUS_2              15                48
  CLUS_3              18                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       11      8     31
  7Q GAIN WILD-TYPE     38     34     42
D14V2, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              11                38
  CLUS_2               8                34
  CLUS_3              31                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7Q GAIN MUTATED        7      7      2     10      7      2      5      5
  7Q GAIN WILD-TYPE     10      7     12     19     14      4     12     11
                   vv
clus                CLUS_9
  7Q GAIN MUTATED        1
  7Q GAIN WILD-TYPE      8
D14V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED        7      6     13     20
  7Q GAIN WILD-TYPE     15     21     24     37
D14V4, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               7                15
  CLUS_2               6                21
  CLUS_3              13                24
  CLUS_4              20                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        9     15     20
  7Q GAIN WILD-TYPE     36     26     36
D14V5, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               9                36
  CLUS_2              15                26
  CLUS_3              20                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       14     26      4
  7Q GAIN WILD-TYPE     45     41     12
D14V6, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              14                45
  CLUS_2              26                41
  CLUS_3               4                12
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        7     26     11
  7Q GAIN WILD-TYPE     17     46     35
D14V7, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               7                17
  CLUS_2              26                46
  CLUS_3              11                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        4     16     24
  7Q GAIN WILD-TYPE     11     42     45
D14V8, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               4                11
  CLUS_2              16                42
  CLUS_3              24                45

Clustering(15) Variable = 8P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       14      7     12
  8P GAIN WILD-TYPE     32     56     44
D15V1, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              14                32
  CLUS_2               7                56
  CLUS_3              12                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       12      9     12
  8P GAIN WILD-TYPE     37     33     61
D15V2, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              12                37
  CLUS_2               9                33
  CLUS_3              12                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8P GAIN MUTATED        8      0      2      1      2      1      9      3
  8P GAIN WILD-TYPE      9     14     12     28     19      5      8     13
                   vv
clus                CLUS_9
  8P GAIN MUTATED        3
  8P GAIN WILD-TYPE      6
D15V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED        3      6      2     18
  8P GAIN WILD-TYPE     19     21     35     39
D15V4, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               3                19
  CLUS_2               6                21
  CLUS_3               2                35
  CLUS_4              18                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       10      7     12
  8P GAIN WILD-TYPE     35     34     44
D15V5, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              10                35
  CLUS_2               7                34
  CLUS_3              12                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       15      9      5
  8P GAIN WILD-TYPE     44     58     11
D15V6, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              15                44
  CLUS_2               9                58
  CLUS_3               5                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        9     12      8
  8P GAIN WILD-TYPE     15     60     38
D15V7, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               9                15
  CLUS_2              12                60
  CLUS_3               8                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        4     16      9
  8P GAIN WILD-TYPE     11     42     60
D15V8, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               4                11
  CLUS_2              16                42
  CLUS_3               9                60

Clustering(16) Variable = 8Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       44     17     22
  8Q GAIN WILD-TYPE      2     46     34
D16V1, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              44                 2
  CLUS_2              17                46
  CLUS_3              22                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       23     23     36
  8Q GAIN WILD-TYPE     26     19     37
D16V2, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              23                26
  CLUS_2              23                19
  CLUS_3              36                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8Q GAIN MUTATED       12      3      5      7     13      1     12     11
  8Q GAIN WILD-TYPE      5     11      9     22      8      5      5      5
                   vv
clus                CLUS_9
  8Q GAIN MUTATED        8
  8Q GAIN WILD-TYPE      1
D16V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED       13     16      9     34
  8Q GAIN WILD-TYPE      9     11     28     23
D16V4, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              13                 9
  CLUS_2              16                11
  CLUS_3               9                28
  CLUS_4              34                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       20     17     34
  8Q GAIN WILD-TYPE     25     24     22
D16V5, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              20                25
  CLUS_2              17                24
  CLUS_3              34                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       31     33      7
  8Q GAIN WILD-TYPE     28     34      9
D16V6, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              31                28
  CLUS_2              33                34
  CLUS_3               7                 9
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       13     38     20
  8Q GAIN WILD-TYPE     11     34     26
D16V7, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              13                11
  CLUS_2              38                34
  CLUS_3              20                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED        6     31     34
  8Q GAIN WILD-TYPE      9     27     35
D16V8, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1               6                 9
  CLUS_2              31                27
  CLUS_3              34                35

Clustering(17) Variable = 9P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        1      2      5
  9P GAIN WILD-TYPE     45     61     51
D17V1, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               1                45
  CLUS_2               2                61
  CLUS_3               5                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        0      4      4
  9P GAIN WILD-TYPE     49     38     69
D17V2, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               0                49
  CLUS_2               4                38
  CLUS_3               4                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9P GAIN MUTATED        1      0      1      1      0      1      3      0
  9P GAIN WILD-TYPE     16     14     13     28     21      5     14     16
                   vv
clus                CLUS_9
  9P GAIN MUTATED        1
  9P GAIN WILD-TYPE      8
D17V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED        0      0      3      5
  9P GAIN WILD-TYPE     22     27     34     52
D17V4, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               0                22
  CLUS_2               0                27
  CLUS_3               3                34
  CLUS_4               5                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        2      2      4
  9P GAIN WILD-TYPE     43     39     52
D17V5, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               2                43
  CLUS_2               2                39
  CLUS_3               4                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        2      5      1
  9P GAIN WILD-TYPE     57     62     15
D17V6, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               2                57
  CLUS_2               5                62
  CLUS_3               1                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        1      6      1
  9P GAIN WILD-TYPE     23     66     45
D17V7, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               1                23
  CLUS_2               6                66
  CLUS_3               1                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        1      3      4
  9P GAIN WILD-TYPE     14     55     65
D17V8, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               1                14
  CLUS_2               3                55
  CLUS_3               4                65

Clustering(18) Variable = 9Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        1      3      4
  9Q GAIN WILD-TYPE     45     60     52
D18V1, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               1                45
  CLUS_2               3                60
  CLUS_3               4                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        1      3      4
  9Q GAIN WILD-TYPE     48     39     69
D18V2, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               1                48
  CLUS_2               3                39
  CLUS_3               4                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9Q GAIN MUTATED        1      1      1      1      0      1      3      0
  9Q GAIN WILD-TYPE     16     13     13     28     21      5     14     16
                   vv
clus                CLUS_9
  9Q GAIN MUTATED        0
  9Q GAIN WILD-TYPE      9
D18V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED        0      0      3      5
  9Q GAIN WILD-TYPE     22     27     34     52
D18V4, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               0                22
  CLUS_2               0                27
  CLUS_3               3                34
  CLUS_4               5                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        2      1      5
  9Q GAIN WILD-TYPE     43     40     51
D18V5, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               2                43
  CLUS_2               1                40
  CLUS_3               5                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        2      5      1
  9Q GAIN WILD-TYPE     57     62     15
D18V6, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               2                57
  CLUS_2               5                62
  CLUS_3               1                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        1      6      1
  9Q GAIN WILD-TYPE     23     66     45
D18V7, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               1                23
  CLUS_2               6                66
  CLUS_3               1                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        1      3      4
  9Q GAIN WILD-TYPE     14     55     65
D18V8, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               1                14
  CLUS_2               3                55
  CLUS_3               4                65

Clustering(19) Variable = 10P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        8      6      9
  10P GAIN WILD-TYPE     38     57     47
D19V1, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                8                 38
  CLUS_2                6                 57
  CLUS_3                9                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        4     10      8
  10P GAIN WILD-TYPE     45     32     65
D19V2, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                4                 45
  CLUS_2               10                 32
  CLUS_3                8                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10P GAIN MUTATED        4      3      1      1      4      0      6      1
  10P GAIN WILD-TYPE     13     11     13     28     17      6     11     15
                    vv
clus                 CLUS_9
  10P GAIN MUTATED        1
  10P GAIN WILD-TYPE      8
D19V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED        4      1      2     14
  10P GAIN WILD-TYPE     18     26     35     43
D19V4, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                4                 18
  CLUS_2                1                 26
  CLUS_3                2                 35
  CLUS_4               14                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        8      3     10
  10P GAIN WILD-TYPE     37     38     46
D19V5, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                8                 37
  CLUS_2                3                 38
  CLUS_3               10                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        9     10      2
  10P GAIN WILD-TYPE     50     57     14
D19V6, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                9                 50
  CLUS_2               10                 57
  CLUS_3                2                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        6      8      7
  10P GAIN WILD-TYPE     18     64     39
D19V7, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                6                 18
  CLUS_2                8                 64
  CLUS_3                7                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        2     10      9
  10P GAIN WILD-TYPE     13     48     60
D19V8, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               10                 48
  CLUS_3                9                 60

Clustering(20) Variable = 10Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        7      1      4
  10Q GAIN WILD-TYPE     39     62     52
D20V1, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                7                 39
  CLUS_2                1                 62
  CLUS_3                4                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        1      6      4
  10Q GAIN WILD-TYPE     48     36     69
D20V2, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                1                 48
  CLUS_2                6                 36
  CLUS_3                4                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10Q GAIN MUTATED        0      1      1      1      2      0      4      1
  10Q GAIN WILD-TYPE     17     13     13     28     19      6     13     15
                    vv
clus                 CLUS_9
  10Q GAIN MUTATED        1
  10Q GAIN WILD-TYPE      8
D20V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q GAIN MUTATED        2      1      2      6
  10Q GAIN WILD-TYPE     20     26     35     51
D20V4, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                2                 20
  CLUS_2                1                 26
  CLUS_3                2                 35
  CLUS_4                6                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        5      0      6
  10Q GAIN WILD-TYPE     40     41     50
D20V5, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                5                 40
  CLUS_2                0                 41
  CLUS_3                6                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        5      6      0
  10Q GAIN WILD-TYPE     54     61     16
D20V6, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                5                 54
  CLUS_2                6                 61
  CLUS_3                0                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        3      5      3
  10Q GAIN WILD-TYPE     21     67     43
D20V7, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                5                 67
  CLUS_3                3                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        0      5      6
  10Q GAIN WILD-TYPE     15     53     63
D20V8, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                0                 15
  CLUS_2                5                 53
  CLUS_3                6                 63

Clustering(21) Variable = 11P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        5      2      3
  11P GAIN WILD-TYPE     41     61     53
D21V1, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                5                 41
  CLUS_2                2                 61
  CLUS_3                3                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        1      4      5
  11P GAIN WILD-TYPE     48     38     68
D21V2, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                1                 48
  CLUS_2                4                 38
  CLUS_3                5                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11P GAIN MUTATED        0      0      1      1      1      1      2      2
  11P GAIN WILD-TYPE     17     14     13     28     20      5     15     14
                    vv
clus                 CLUS_9
  11P GAIN MUTATED        2
  11P GAIN WILD-TYPE      7
D21V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED        2      1      3      4
  11P GAIN WILD-TYPE     20     26     34     53
D21V4, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                2                 20
  CLUS_2                1                 26
  CLUS_3                3                 34
  CLUS_4                4                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        4      5      1
  11P GAIN WILD-TYPE     41     36     55
D21V5, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                4                 41
  CLUS_2                5                 36
  CLUS_3                1                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        4      4      2
  11P GAIN WILD-TYPE     55     63     14
D21V6, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                4                 55
  CLUS_2                4                 63
  CLUS_3                2                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        3      4      3
  11P GAIN WILD-TYPE     21     68     43
D21V7, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                4                 68
  CLUS_3                3                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        2      5      3
  11P GAIN WILD-TYPE     13     53     66
D21V8, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                2                 13
  CLUS_2                5                 53
  CLUS_3                3                 66

Clustering(22) Variable = 11Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        5      3      3
  11Q GAIN WILD-TYPE     41     60     53
D22V1, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                5                 41
  CLUS_2                3                 60
  CLUS_3                3                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        1      3      7
  11Q GAIN WILD-TYPE     48     39     66
D22V2, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                1                 48
  CLUS_2                3                 39
  CLUS_3                7                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11Q GAIN MUTATED        0      0      1      1      2      1      1      2
  11Q GAIN WILD-TYPE     17     14     13     28     19      5     16     14
                    vv
clus                 CLUS_9
  11Q GAIN MUTATED        2
  11Q GAIN WILD-TYPE      7
D22V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED        3      1      3      3
  11Q GAIN WILD-TYPE     19     26     34     54
D22V4, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                3                 19
  CLUS_2                1                 26
  CLUS_3                3                 34
  CLUS_4                3                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        4      5      2
  11Q GAIN WILD-TYPE     41     36     54
D22V5, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                4                 41
  CLUS_2                5                 36
  CLUS_3                2                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        4      5      2
  11Q GAIN WILD-TYPE     55     62     14
D22V6, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                4                 55
  CLUS_2                5                 62
  CLUS_3                2                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        2      5      4
  11Q GAIN WILD-TYPE     22     67     42
D22V7, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                5                 67
  CLUS_3                4                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        2      4      5
  11Q GAIN WILD-TYPE     13     54     64
D22V8, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                2                 13
  CLUS_2                4                 54
  CLUS_3                5                 64

Clustering(23) Variable = 12P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        6      3      5
  12P GAIN WILD-TYPE     40     60     51
D23V1, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                6                 40
  CLUS_2                3                 60
  CLUS_3                5                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        4      6      4
  12P GAIN WILD-TYPE     45     36     69
D23V2, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                4                 45
  CLUS_2                6                 36
  CLUS_3                4                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12P GAIN MUTATED        1      2      0      1      0      1      3      2
  12P GAIN WILD-TYPE     16     12     14     28     21      5     14     14
                    vv
clus                 CLUS_9
  12P GAIN MUTATED        1
  12P GAIN WILD-TYPE      8
D23V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED        0      1      2      8
  12P GAIN WILD-TYPE     22     26     35     49
D23V4, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                0                 22
  CLUS_2                1                 26
  CLUS_3                2                 35
  CLUS_4                8                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        3      4      4
  12P GAIN WILD-TYPE     42     37     52
D23V5, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                3                 42
  CLUS_2                4                 37
  CLUS_3                4                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        5      3      3
  12P GAIN WILD-TYPE     54     64     13
D23V6, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                5                 54
  CLUS_2                3                 64
  CLUS_3                3                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        2      6      3
  12P GAIN WILD-TYPE     22     66     43
D23V7, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                6                 66
  CLUS_3                3                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        3      4      4
  12P GAIN WILD-TYPE     12     54     65
D23V8, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                4                 54
  CLUS_3                4                 65

Clustering(24) Variable = 12Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        6      6      7
  12Q GAIN WILD-TYPE     40     57     49
D24V1, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                6                 40
  CLUS_2                6                 57
  CLUS_3                7                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        6      6      7
  12Q GAIN WILD-TYPE     43     36     66
D24V2, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                6                 43
  CLUS_2                6                 36
  CLUS_3                7                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12Q GAIN MUTATED        1      2      1      2      0      1      5      3
  12Q GAIN WILD-TYPE     16     12     13     27     21      5     12     13
                    vv
clus                 CLUS_9
  12Q GAIN MUTATED        1
  12Q GAIN WILD-TYPE      8
D24V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED        0      3      3     10
  12Q GAIN WILD-TYPE     22     24     34     47
D24V4, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                0                 22
  CLUS_2                3                 24
  CLUS_3                3                 34
  CLUS_4               10                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        5      5      6
  12Q GAIN WILD-TYPE     40     36     50
D24V5, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                5                 40
  CLUS_2                5                 36
  CLUS_3                6                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        8      5      3
  12Q GAIN WILD-TYPE     51     62     13
D24V6, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                8                 51
  CLUS_2                5                 62
  CLUS_3                3                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        3      7      6
  12Q GAIN WILD-TYPE     21     65     40
D24V7, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                7                 65
  CLUS_3                6                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        3      7      6
  12Q GAIN WILD-TYPE     12     51     63
D24V8, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                7                 51
  CLUS_3                6                 63

Clustering(25) Variable = 13Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        3      1      6
  13Q GAIN WILD-TYPE     43     62     50
D25V1, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                3                 43
  CLUS_2                1                 62
  CLUS_3                6                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        1      4      5
  13Q GAIN WILD-TYPE     48     38     68
D25V2, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                1                 48
  CLUS_2                4                 38
  CLUS_3                5                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  13Q GAIN MUTATED        1      0      0      1      0      0      4      3
  13Q GAIN WILD-TYPE     16     14     14     28     21      6     13     13
                    vv
clus                 CLUS_9
  13Q GAIN MUTATED        1
  13Q GAIN WILD-TYPE      8
D25V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED        0      3      1      6
  13Q GAIN WILD-TYPE     22     24     36     51
D25V4, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                0                 22
  CLUS_2                3                 24
  CLUS_3                1                 36
  CLUS_4                6                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        2      6      2
  13Q GAIN WILD-TYPE     43     35     54
D25V5, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                2                 43
  CLUS_2                6                 35
  CLUS_3                2                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        4      3      3
  13Q GAIN WILD-TYPE     55     64     13
D25V6, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                4                 55
  CLUS_2                3                 64
  CLUS_3                3                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        4      4      2
  13Q GAIN WILD-TYPE     20     68     44
D25V7, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                4                 20
  CLUS_2                4                 68
  CLUS_3                2                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        3      4      3
  13Q GAIN WILD-TYPE     12     54     66
D25V8, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                4                 54
  CLUS_3                3                 66

Clustering(26) Variable = 14Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        4      5      1
  14Q GAIN WILD-TYPE     42     58     55
D26V1, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                4                 42
  CLUS_2                5                 58
  CLUS_3                1                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        4      3      2
  14Q GAIN WILD-TYPE     45     39     71
D26V2, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                4                 45
  CLUS_2                3                 39
  CLUS_3                2                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  14Q GAIN MUTATED        1      2      1      2      0      0      1      2
  14Q GAIN WILD-TYPE     16     12     13     27     21      6     16     14
                    vv
clus                 CLUS_9
  14Q GAIN MUTATED        1
  14Q GAIN WILD-TYPE      8
D26V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED        0      2      3      5
  14Q GAIN WILD-TYPE     22     25     34     52
D26V4, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                0                 22
  CLUS_2                2                 25
  CLUS_3                3                 34
  CLUS_4                5                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        5      3      2
  14Q GAIN WILD-TYPE     40     38     54
D26V5, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                5                 40
  CLUS_2                3                 38
  CLUS_3                2                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        7      2      1
  14Q GAIN WILD-TYPE     52     65     15
D26V6, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                7                 52
  CLUS_2                2                 65
  CLUS_3                1                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        1      4      5
  14Q GAIN WILD-TYPE     23     68     41
D26V7, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                1                 23
  CLUS_2                4                 68
  CLUS_3                5                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        1      6      3
  14Q GAIN WILD-TYPE     14     52     66
D26V8, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                1                 14
  CLUS_2                6                 52
  CLUS_3                3                 66

Clustering(27) Variable = 15Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        4      5      5
  15Q GAIN WILD-TYPE     42     58     51
D27V1, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                4                 42
  CLUS_2                5                 58
  CLUS_3                5                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        3      4      6
  15Q GAIN WILD-TYPE     46     38     67
D27V2, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                3                 46
  CLUS_2                4                 38
  CLUS_3                6                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  15Q GAIN MUTATED        2      3      1      3      1      1      1      0
  15Q GAIN WILD-TYPE     15     11     13     26     20      5     16     16
                    vv
clus                 CLUS_9
  15Q GAIN MUTATED        0
  15Q GAIN WILD-TYPE      9
D27V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED        1      0      4      7
  15Q GAIN WILD-TYPE     21     27     33     50
D27V4, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                1                 21
  CLUS_2                0                 27
  CLUS_3                4                 33
  CLUS_4                7                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        7      1      4
  15Q GAIN WILD-TYPE     38     40     52
D27V5, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                7                 38
  CLUS_2                1                 40
  CLUS_3                4                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        8      4      0
  15Q GAIN WILD-TYPE     51     63     16
D27V6, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                8                 51
  CLUS_2                4                 63
  CLUS_3                0                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        3      4      5
  15Q GAIN WILD-TYPE     21     68     41
D27V7, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                4                 68
  CLUS_3                5                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        0      8      4
  15Q GAIN WILD-TYPE     15     50     65
D27V8, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                0                 15
  CLUS_2                8                 50
  CLUS_3                4                 65

Clustering(28) Variable = 16P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        1      2      8
  16P GAIN WILD-TYPE     45     61     48
D28V1, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                1                 45
  CLUS_2                2                 61
  CLUS_3                8                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        3      3      5
  16P GAIN WILD-TYPE     46     39     68
D28V2, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                3                 46
  CLUS_2                3                 39
  CLUS_3                5                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16P GAIN MUTATED        2      2      0      2      1      1      0      1
  16P GAIN WILD-TYPE     15     12     14     27     20      5     17     15
                    vv
clus                 CLUS_9
  16P GAIN MUTATED        1
  16P GAIN WILD-TYPE      8
D28V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED        1      1      3      5
  16P GAIN WILD-TYPE     21     26     34     52
D28V4, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                1                 21
  CLUS_2                1                 26
  CLUS_3                3                 34
  CLUS_4                5                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        3      5      2
  16P GAIN WILD-TYPE     42     36     54
D28V5, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                3                 42
  CLUS_2                5                 36
  CLUS_3                2                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        3      5      2
  16P GAIN WILD-TYPE     56     62     14
D28V6, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                3                 56
  CLUS_2                5                 62
  CLUS_3                2                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        1      5      4
  16P GAIN WILD-TYPE     23     67     42
D28V7, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                1                 23
  CLUS_2                5                 67
  CLUS_3                4                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        2      3      5
  16P GAIN WILD-TYPE     13     55     64
D28V8, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                2                 13
  CLUS_2                3                 55
  CLUS_3                5                 64

Clustering(29) Variable = 16Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        0      2      3
  16Q GAIN WILD-TYPE     46     61     53
D29V1, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                0                 46
  CLUS_2                2                 61
  CLUS_3                3                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        2      1      2
  16Q GAIN WILD-TYPE     47     41     71
D29V2, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                2                 47
  CLUS_2                1                 41
  CLUS_3                2                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16Q GAIN MUTATED        0      2      0      0      1      0      0      1
  16Q GAIN WILD-TYPE     17     12     14     29     20      6     17     15
                    vv
clus                 CLUS_9
  16Q GAIN MUTATED        0
  16Q GAIN WILD-TYPE      9
D29V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED        1      1      0      2
  16Q GAIN WILD-TYPE     21     26     37     55
D29V4, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                1                 21
  CLUS_2                1                 26
  CLUS_3                0                 37
  CLUS_4                2                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        2      2      0
  16Q GAIN WILD-TYPE     43     39     56
D29V5, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                2                 43
  CLUS_2                2                 39
  CLUS_3                0                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        1      2      1
  16Q GAIN WILD-TYPE     58     65     15
D29V6, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                1                 58
  CLUS_2                2                 65
  CLUS_3                1                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        0      1      3
  16Q GAIN WILD-TYPE     24     71     43
D29V7, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                0                 24
  CLUS_2                1                 71
  CLUS_3                3                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        1      1      2
  16Q GAIN WILD-TYPE     14     57     67
D29V8, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                1                 14
  CLUS_2                1                 57
  CLUS_3                2                 67

Clustering(30) Variable = 17P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        6      4      4
  17P GAIN WILD-TYPE     40     59     52
D30V1, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                6                 40
  CLUS_2                4                 59
  CLUS_3                4                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        5      6      2
  17P GAIN WILD-TYPE     44     36     71
D30V2, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                5                 44
  CLUS_2                6                 36
  CLUS_3                2                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17P GAIN MUTATED        2      2      0      1      1      1      3      1
  17P GAIN WILD-TYPE     15     12     14     28     20      5     14     15
                    vv
clus                 CLUS_9
  17P GAIN MUTATED        1
  17P GAIN WILD-TYPE      8
D30V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P GAIN MUTATED        1      1      2      8
  17P GAIN WILD-TYPE     21     26     35     49
D30V4, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                1                 21
  CLUS_2                1                 26
  CLUS_3                2                 35
  CLUS_4                8                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        4      3      6
  17P GAIN WILD-TYPE     41     38     50
D30V5, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                4                 41
  CLUS_2                3                 38
  CLUS_3                6                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        7      5      1
  17P GAIN WILD-TYPE     52     62     15
D30V6, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                7                 52
  CLUS_2                5                 62
  CLUS_3                1                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        3      6      4
  17P GAIN WILD-TYPE     21     66     42
D30V7, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                6                 66
  CLUS_3                4                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        1      6      6
  17P GAIN WILD-TYPE     14     52     63
D30V8, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                1                 14
  CLUS_2                6                 52
  CLUS_3                6                 63

Clustering(31) Variable = 17Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       14      9     19
  17Q GAIN WILD-TYPE     32     54     37
D31V1, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               14                 32
  CLUS_2                9                 54
  CLUS_3               19                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        8     13     20
  17Q GAIN WILD-TYPE     41     29     53
D31V2, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                8                 41
  CLUS_2               13                 29
  CLUS_3               20                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17Q GAIN MUTATED        9      4      1      5      4      3      5      2
  17Q GAIN WILD-TYPE      8     10     13     24     17      3     12     14
                    vv
clus                 CLUS_9
  17Q GAIN MUTATED        4
  17Q GAIN WILD-TYPE      5
D31V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED        5      3      7     22
  17Q GAIN WILD-TYPE     17     24     30     35
D31V4, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                5                 17
  CLUS_2                3                 24
  CLUS_3                7                 30
  CLUS_4               22                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       11     10     17
  17Q GAIN WILD-TYPE     34     31     39
D31V5, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               11                 34
  CLUS_2               10                 31
  CLUS_3               17                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       14     18      6
  17Q GAIN WILD-TYPE     45     49     10
D31V6, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               14                 45
  CLUS_2               18                 49
  CLUS_3                6                 10
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        6     20     12
  17Q GAIN WILD-TYPE     18     52     34
D31V7, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                6                 18
  CLUS_2               20                 52
  CLUS_3               12                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        5     14     19
  17Q GAIN WILD-TYPE     10     44     50
D31V8, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                5                 10
  CLUS_2               14                 44
  CLUS_3               19                 50

Clustering(32) Variable = 18P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        7      2      4
  18P GAIN WILD-TYPE     39     61     52
D32V1, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                7                 39
  CLUS_2                2                 61
  CLUS_3                4                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        5      5      3
  18P GAIN WILD-TYPE     44     37     70
D32V2, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                5                 44
  CLUS_2                5                 37
  CLUS_3                3                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18P GAIN MUTATED        3      1      0      0      0      1      3      1
  18P GAIN WILD-TYPE     14     13     14     29     21      5     14     15
                    vv
clus                 CLUS_9
  18P GAIN MUTATED        3
  18P GAIN WILD-TYPE      6
D32V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED        0      1      1     10
  18P GAIN WILD-TYPE     22     26     36     47
D32V4, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                0                 22
  CLUS_2                1                 26
  CLUS_3                1                 36
  CLUS_4               10                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        6      3      3
  18P GAIN WILD-TYPE     39     38     53
D32V5, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                6                 39
  CLUS_2                3                 38
  CLUS_3                3                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        6      3      3
  18P GAIN WILD-TYPE     53     64     13
D32V6, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                6                 53
  CLUS_2                3                 64
  CLUS_3                3                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        3      4      5
  18P GAIN WILD-TYPE     21     68     41
D32V7, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                4                 68
  CLUS_3                5                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        3      6      3
  18P GAIN WILD-TYPE     12     52     66
D32V8, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                6                 52
  CLUS_3                3                 66

Clustering(33) Variable = 18Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        6      2      4
  18Q GAIN WILD-TYPE     40     61     52
D33V1, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                6                 40
  CLUS_2                2                 61
  CLUS_3                4                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        4      5      3
  18Q GAIN WILD-TYPE     45     37     70
D33V2, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                4                 45
  CLUS_2                5                 37
  CLUS_3                3                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18Q GAIN MUTATED        3      1      0      0      0      1      2      1
  18Q GAIN WILD-TYPE     14     13     14     29     21      5     15     15
                    vv
clus                 CLUS_9
  18Q GAIN MUTATED        3
  18Q GAIN WILD-TYPE      6
D33V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        0      1      1      9
  18Q GAIN WILD-TYPE     22     26     36     48
D33V4, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                0                 22
  CLUS_2                1                 26
  CLUS_3                1                 36
  CLUS_4                9                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        5      3      3
  18Q GAIN WILD-TYPE     40     38     53
D33V5, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                5                 40
  CLUS_2                3                 38
  CLUS_3                3                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        5      3      3
  18Q GAIN WILD-TYPE     54     64     13
D33V6, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                5                 54
  CLUS_2                3                 64
  CLUS_3                3                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        2      4      5
  18Q GAIN WILD-TYPE     22     68     41
D33V7, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                4                 68
  CLUS_3                5                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        3      5      3
  18Q GAIN WILD-TYPE     12     53     66
D33V8, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                5                 53
  CLUS_3                3                 66

Clustering(34) Variable = 19P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       13      7     13
  19P GAIN WILD-TYPE     33     56     43
D34V1, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               13                 33
  CLUS_2                7                 56
  CLUS_3               13                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        8     18      6
  19P GAIN WILD-TYPE     41     24     67
D34V2, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                8                 41
  CLUS_2               18                 24
  CLUS_3                6                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19P GAIN MUTATED        3      6      2      1      2      1      6      4
  19P GAIN WILD-TYPE     14      8     12     28     19      5     11     12
                    vv
clus                 CLUS_9
  19P GAIN MUTATED        4
  19P GAIN WILD-TYPE      5
D34V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        2      6      3     18
  19P GAIN WILD-TYPE     20     21     34     39
D34V4, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                2                 20
  CLUS_2                6                 21
  CLUS_3                3                 34
  CLUS_4               18                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       11      4     14
  19P GAIN WILD-TYPE     34     37     42
D34V5, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               11                 34
  CLUS_2                4                 37
  CLUS_3               14                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       17     10      2
  19P GAIN WILD-TYPE     42     57     14
D34V6, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               17                 42
  CLUS_2               10                 57
  CLUS_3                2                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        2     11     16
  19P GAIN WILD-TYPE     22     61     30
D34V7, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                2                 22
  CLUS_2               11                 61
  CLUS_3               16                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        2     17     10
  19P GAIN WILD-TYPE     13     41     59
D34V8, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               17                 41
  CLUS_3               10                 59

Clustering(35) Variable = 19Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       15      8     14
  19Q GAIN WILD-TYPE     31     55     42
D35V1, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               15                 31
  CLUS_2                8                 55
  CLUS_3               14                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        9     19      8
  19Q GAIN WILD-TYPE     40     23     65
D35V2, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                9                 40
  CLUS_2               19                 23
  CLUS_3                8                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19Q GAIN MUTATED        3      8      2      1      3      1      6      5
  19Q GAIN WILD-TYPE     14      6     12     28     18      5     11     11
                    vv
clus                 CLUS_9
  19Q GAIN MUTATED        3
  19Q GAIN WILD-TYPE      6
D35V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED        3      7      3     19
  19Q GAIN WILD-TYPE     19     20     34     38
D35V4, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                3                 19
  CLUS_2                7                 20
  CLUS_3                3                 34
  CLUS_4               19                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       13      5     14
  19Q GAIN WILD-TYPE     32     36     42
D35V5, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               13                 32
  CLUS_2                5                 36
  CLUS_3               14                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       19     10      3
  19Q GAIN WILD-TYPE     40     57     13
D35V6, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               19                 40
  CLUS_2               10                 57
  CLUS_3                3                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        4     10     18
  19Q GAIN WILD-TYPE     20     62     28
D35V7, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                4                 20
  CLUS_2               10                 62
  CLUS_3               18                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        3     19     10
  19Q GAIN WILD-TYPE     12     39     59
D35V8, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               19                 39
  CLUS_3               10                 59

Clustering(36) Variable = 20P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       13      9     25
  20P GAIN WILD-TYPE     33     54     31
D36V1, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               13                 33
  CLUS_2                9                 54
  CLUS_3               25                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        8     20     18
  20P GAIN WILD-TYPE     41     22     55
D36V2, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                8                 41
  CLUS_2               20                 22
  CLUS_3               18                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20P GAIN MUTATED        4      7      2      7      2      3     12      6
  20P GAIN WILD-TYPE     13      7     12     22     19      3      5     10
                    vv
clus                 CLUS_9
  20P GAIN MUTATED        2
  20P GAIN WILD-TYPE      7
D36V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED        2      6     11     26
  20P GAIN WILD-TYPE     20     21     26     31
D36V4, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                2                 20
  CLUS_2                6                 21
  CLUS_3               11                 26
  CLUS_4               26                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       16     12     16
  20P GAIN WILD-TYPE     29     29     40
D36V5, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               16                 29
  CLUS_2               12                 29
  CLUS_3               16                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       21     16      7
  20P GAIN WILD-TYPE     38     51      9
D36V6, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               21                 38
  CLUS_2               16                 51
  CLUS_3                7                  9
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       13     17     14
  20P GAIN WILD-TYPE     11     55     32
D36V7, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               13                 11
  CLUS_2               17                 55
  CLUS_3               14                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        6     22     16
  20P GAIN WILD-TYPE      9     36     53
D36V8, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                6                  9
  CLUS_2               22                 36
  CLUS_3               16                 53

Clustering(37) Variable = 20Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       14     10     25
  20Q GAIN WILD-TYPE     32     53     31
D37V1, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               14                 32
  CLUS_2               10                 53
  CLUS_3               25                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED        9     19     20
  20Q GAIN WILD-TYPE     40     23     53
D37V2, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                9                 40
  CLUS_2               19                 23
  CLUS_3               20                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20Q GAIN MUTATED        4      7      2      8      2      3     11      7
  20Q GAIN WILD-TYPE     13      7     12     21     19      3      6      9
                    vv
clus                 CLUS_9
  20Q GAIN MUTATED        3
  20Q GAIN WILD-TYPE      6
D37V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED        2      7     12     26
  20Q GAIN WILD-TYPE     20     20     25     31
D37V4, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                2                 20
  CLUS_2                7                 20
  CLUS_3               12                 25
  CLUS_4               26                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       17     13     16
  20Q GAIN WILD-TYPE     28     28     40
D37V5, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               17                 28
  CLUS_2               13                 28
  CLUS_3               16                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       21     18      7
  20Q GAIN WILD-TYPE     38     49      9
D37V6, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               21                 38
  CLUS_2               18                 49
  CLUS_3                7                  9
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       12     18     16
  20Q GAIN WILD-TYPE     12     54     30
D37V7, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               12                 12
  CLUS_2               18                 54
  CLUS_3               16                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED        6     22     18
  20Q GAIN WILD-TYPE      9     36     51
D37V8, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                6                  9
  CLUS_2               22                 36
  CLUS_3               18                 51

Clustering(38) Variable = 21Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        3      3      9
  21Q GAIN WILD-TYPE     43     60     47
D38V1, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                3                 43
  CLUS_2                3                 60
  CLUS_3                9                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        2      4      8
  21Q GAIN WILD-TYPE     47     38     65
D38V2, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                2                 47
  CLUS_2                4                 38
  CLUS_3                8                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  21Q GAIN MUTATED        1      3      1      2      0      3      2      1
  21Q GAIN WILD-TYPE     16     11     13     27     21      3     15     15
                    vv
clus                 CLUS_9
  21Q GAIN MUTATED        1
  21Q GAIN WILD-TYPE      8
D38V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q GAIN MUTATED        1      0      6      7
  21Q GAIN WILD-TYPE     21     27     31     50
D38V4, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                1                 21
  CLUS_2                0                 27
  CLUS_3                6                 31
  CLUS_4                7                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        4      5      5
  21Q GAIN WILD-TYPE     41     36     51
D38V5, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                4                 41
  CLUS_2                5                 36
  CLUS_3                5                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        4      7      3
  21Q GAIN WILD-TYPE     55     60     13
D38V6, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                4                 55
  CLUS_2                7                 60
  CLUS_3                3                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        2      8      4
  21Q GAIN WILD-TYPE     22     64     42
D38V7, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                8                 64
  CLUS_3                4                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        3      4      7
  21Q GAIN WILD-TYPE     12     54     62
D38V8, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                4                 54
  CLUS_3                7                 62

Clustering(39) Variable = 22Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        4      3     12
  22Q GAIN WILD-TYPE     42     60     44
D39V1, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                4                 42
  CLUS_2                3                 60
  CLUS_3               12                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        4      7      7
  22Q GAIN WILD-TYPE     45     35     66
D39V2, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                4                 45
  CLUS_2                7                 35
  CLUS_3                7                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  22Q GAIN MUTATED        3      4      1      3      0      1      5      1
  22Q GAIN WILD-TYPE     14     10     13     26     21      5     12     15
                    vv
clus                 CLUS_9
  22Q GAIN MUTATED        0
  22Q GAIN WILD-TYPE      9
D39V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED        0      1      5     12
  22Q GAIN WILD-TYPE     22     26     32     45
D39V4, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                0                 22
  CLUS_2                1                 26
  CLUS_3                5                 32
  CLUS_4               12                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        7      7      4
  22Q GAIN WILD-TYPE     38     34     52
D39V5, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                7                 38
  CLUS_2                7                 34
  CLUS_3                4                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        9      7      2
  22Q GAIN WILD-TYPE     50     60     14
D39V6, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                9                 50
  CLUS_2                7                 60
  CLUS_3                2                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        5      7      6
  22Q GAIN WILD-TYPE     19     65     40
D39V7, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                5                 19
  CLUS_2                7                 65
  CLUS_3                6                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        2      9      7
  22Q GAIN WILD-TYPE     13     49     62
D39V8, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                2                 13
  CLUS_2                9                 49
  CLUS_3                7                 62

Clustering(40) Variable = XQ GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       16      4     10
  XQ GAIN WILD-TYPE     30     59     46
D40V1, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              16                30
  CLUS_2               4                59
  CLUS_3              10                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        3      7     19
  XQ GAIN WILD-TYPE     46     35     54
D40V2, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               3                46
  CLUS_2               7                35
  CLUS_3              19                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  XQ GAIN MUTATED        2      1      2      8      7      1      1      2
  XQ GAIN WILD-TYPE     15     13     12     21     14      5     16     14
                   vv
clus                CLUS_9
  XQ GAIN MUTATED        2
  XQ GAIN WILD-TYPE      7
D40V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED        6      2     11      7
  XQ GAIN WILD-TYPE     16     25     26     50
D40V4, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               6                16
  CLUS_2               2                25
  CLUS_3              11                26
  CLUS_4               7                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        5      8     12
  XQ GAIN WILD-TYPE     40     33     44
D40V5, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               5                40
  CLUS_2               8                33
  CLUS_3              12                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        6     15      4
  XQ GAIN WILD-TYPE     53     52     12
D40V6, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               6                53
  CLUS_2              15                52
  CLUS_3               4                12
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        3     19      3
  XQ GAIN WILD-TYPE     21     53     43
D40V7, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               3                21
  CLUS_2              19                53
  CLUS_3               3                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        4      6     15
  XQ GAIN WILD-TYPE     11     52     54
D40V8, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               4                11
  CLUS_2               6                52
  CLUS_3              15                54

Clustering(41) Variable = 1P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       11      7     20
  1P LOSS WILD-TYPE     35     56     36
D41V1, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              11                35
  CLUS_2               7                56
  CLUS_3              20                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        5     20     12
  1P LOSS WILD-TYPE     44     22     61
D41V2, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               5                44
  CLUS_2              20                22
  CLUS_3              12                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1P LOSS MUTATED        2      5      1      6      3      2     11      2
  1P LOSS WILD-TYPE     15      9     13     23     18      4      6     14
                   vv
clus                CLUS_9
  1P LOSS MUTATED        4
  1P LOSS WILD-TYPE      5
D41V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        3      2      9     22
  1P LOSS WILD-TYPE     19     25     28     35
D41V4, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               3                19
  CLUS_2               2                25
  CLUS_3               9                28
  CLUS_4              22                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       11      5     20
  1P LOSS WILD-TYPE     34     36     36
D41V5, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              11                34
  CLUS_2               5                36
  CLUS_3              20                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       19     16      1
  1P LOSS WILD-TYPE     40     51     15
D41V6, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              19                40
  CLUS_2              16                51
  CLUS_3               1                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        8     17     11
  1P LOSS WILD-TYPE     16     55     35
D41V7, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               8                16
  CLUS_2              17                55
  CLUS_3              11                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        1     18     17
  1P LOSS WILD-TYPE     14     40     52
D41V8, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               1                14
  CLUS_2              18                40
  CLUS_3              17                52

Clustering(42) Variable = 1Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        3      4      4
  1Q LOSS WILD-TYPE     43     59     52
D42V1, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               3                43
  CLUS_2               4                59
  CLUS_3               4                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        1      2      7
  1Q LOSS WILD-TYPE     48     40     66
D42V2, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                48
  CLUS_2               2                40
  CLUS_3               7                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1Q LOSS MUTATED        1      0      1      3      0      1      3      1
  1Q LOSS WILD-TYPE     16     14     13     26     21      5     14     15
                   vv
clus                CLUS_9
  1Q LOSS MUTATED        1
  1Q LOSS WILD-TYPE      8
D42V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED        0      1      5      5
  1Q LOSS WILD-TYPE     22     26     32     52
D42V4, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               0                22
  CLUS_2               1                26
  CLUS_3               5                32
  CLUS_4               5                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        1      4      6
  1Q LOSS WILD-TYPE     44     37     50
D42V5, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                44
  CLUS_2               4                37
  CLUS_3               6                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        4      7      0
  1Q LOSS WILD-TYPE     55     60     16
D42V6, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               4                55
  CLUS_2               7                60
  CLUS_3               0                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        3      7      1
  1Q LOSS WILD-TYPE     21     65     45
D42V7, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               3                21
  CLUS_2               7                65
  CLUS_3               1                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        0      3      8
  1Q LOSS WILD-TYPE     15     55     61
D42V8, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               0                15
  CLUS_2               3                55
  CLUS_3               8                61

Clustering(43) Variable = 2P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        4      2      9
  2P LOSS WILD-TYPE     42     61     47
D43V1, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               4                42
  CLUS_2               2                61
  CLUS_3               9                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        5      2      8
  2P LOSS WILD-TYPE     44     40     65
D43V2, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               5                44
  CLUS_2               2                40
  CLUS_3               8                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2P LOSS MUTATED        1      0      0      3      0      2      2      3
  2P LOSS WILD-TYPE     16     14     14     26     21      4     15     13
                   vv
clus                CLUS_9
  2P LOSS MUTATED        1
  2P LOSS WILD-TYPE      8
D43V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED        1      3      4      4
  2P LOSS WILD-TYPE     21     24     33     53
D43V4, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               1                21
  CLUS_2               3                24
  CLUS_3               4                33
  CLUS_4               4                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        2      7      3
  2P LOSS WILD-TYPE     43     34     53
D43V5, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               2                43
  CLUS_2               7                34
  CLUS_3               3                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        3      6      3
  2P LOSS WILD-TYPE     56     61     13
D43V6, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               3                56
  CLUS_2               6                61
  CLUS_3               3                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        3      7      2
  2P LOSS WILD-TYPE     21     65     44
D43V7, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               3                21
  CLUS_2               7                65
  CLUS_3               2                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        3      3      6
  2P LOSS WILD-TYPE     12     55     63
D43V8, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               3                12
  CLUS_2               3                55
  CLUS_3               6                63

Clustering(44) Variable = 2Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        5      2      9
  2Q LOSS WILD-TYPE     41     61     47
D44V1, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               5                41
  CLUS_2               2                61
  CLUS_3               9                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        5      2      9
  2Q LOSS WILD-TYPE     44     40     64
D44V2, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               5                44
  CLUS_2               2                40
  CLUS_3               9                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2Q LOSS MUTATED        2      0      0      4      0      1      1      3
  2Q LOSS WILD-TYPE     15     14     14     25     21      5     16     13
                   vv
clus                CLUS_9
  2Q LOSS MUTATED        1
  2Q LOSS WILD-TYPE      8
D44V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED        1      3      4      4
  2Q LOSS WILD-TYPE     21     24     33     53
D44V4, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               1                21
  CLUS_2               3                24
  CLUS_3               4                33
  CLUS_4               4                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        0      7      4
  2Q LOSS WILD-TYPE     45     34     52
D44V5, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               0                45
  CLUS_2               7                34
  CLUS_3               4                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        2      6      3
  2Q LOSS WILD-TYPE     57     61     13
D44V6, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               2                57
  CLUS_2               6                61
  CLUS_3               3                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        2      8      1
  2Q LOSS WILD-TYPE     22     64     45
D44V7, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               2                22
  CLUS_2               8                64
  CLUS_3               1                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        3      2      6
  2Q LOSS WILD-TYPE     12     56     63
D44V8, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               3                12
  CLUS_2               2                56
  CLUS_3               6                63

Clustering(45) Variable = 3P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        5      4     10
  3P LOSS WILD-TYPE     41     59     46
D45V1, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               5                41
  CLUS_2               4                59
  CLUS_3              10                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        4     10      5
  3P LOSS WILD-TYPE     45     32     68
D45V2, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               4                45
  CLUS_2              10                32
  CLUS_3               5                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3P LOSS MUTATED        4      7      0      1      0      0      2      1
  3P LOSS WILD-TYPE     13      7     14     28     21      6     15     15
                   vv
clus                CLUS_9
  3P LOSS MUTATED        1
  3P LOSS WILD-TYPE      8
D45V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED        0      1      1     14
  3P LOSS WILD-TYPE     22     26     36     43
D45V4, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               0                22
  CLUS_2               1                26
  CLUS_3               1                36
  CLUS_4              14                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        5      3      8
  3P LOSS WILD-TYPE     40     38     48
D45V5, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               5                40
  CLUS_2               3                38
  CLUS_3               8                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       10      6      0
  3P LOSS WILD-TYPE     49     61     16
D45V6, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              10                49
  CLUS_2               6                61
  CLUS_3               0                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        1      5     10
  3P LOSS WILD-TYPE     23     67     36
D45V7, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               1                23
  CLUS_2               5                67
  CLUS_3              10                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        0     11      5
  3P LOSS WILD-TYPE     15     47     64
D45V8, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               0                15
  CLUS_2              11                47
  CLUS_3               5                64

Clustering(46) Variable = 3Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        5      3      3
  3Q LOSS WILD-TYPE     41     60     53
D46V1, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               5                41
  CLUS_2               3                60
  CLUS_3               3                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        3      5      3
  3Q LOSS WILD-TYPE     46     37     70
D46V2, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               3                46
  CLUS_2               5                37
  CLUS_3               3                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3Q LOSS MUTATED        2      2      0      1      0      0      1      1
  3Q LOSS WILD-TYPE     15     12     14     28     21      6     16     15
                   vv
clus                CLUS_9
  3Q LOSS MUTATED        1
  3Q LOSS WILD-TYPE      8
D46V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED        0      1      1      6
  3Q LOSS WILD-TYPE     22     26     36     51
D46V4, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               0                22
  CLUS_2               1                26
  CLUS_3               1                36
  CLUS_4               6                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        1      0      7
  3Q LOSS WILD-TYPE     44     41     49
D46V5, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               1                44
  CLUS_2               0                41
  CLUS_3               7                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        5      3      0
  3Q LOSS WILD-TYPE     54     64     16
D46V6, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               5                54
  CLUS_2               3                64
  CLUS_3               0                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        0      4      4
  3Q LOSS WILD-TYPE     24     68     42
D46V7, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               0                24
  CLUS_2               4                68
  CLUS_3               4                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        0      5      3
  3Q LOSS WILD-TYPE     15     53     66
D46V8, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               0                15
  CLUS_2               5                53
  CLUS_3               3                66

Clustering(47) Variable = 4P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       11      6     21
  4P LOSS WILD-TYPE     35     57     35
D47V1, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              11                35
  CLUS_2               6                57
  CLUS_3              21                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        8     14     16
  4P LOSS WILD-TYPE     41     28     57
D47V2, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               8                41
  CLUS_2              14                28
  CLUS_3              16                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4P LOSS MUTATED        6      1      0      5      2      5      8      4
  4P LOSS WILD-TYPE     11     13     14     24     19      1      9     12
                   vv
clus                CLUS_9
  4P LOSS MUTATED        5
  4P LOSS WILD-TYPE      4
D47V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED        3      5      9     19
  4P LOSS WILD-TYPE     19     22     28     38
D47V4, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               3                19
  CLUS_2               5                22
  CLUS_3               9                28
  CLUS_4              19                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       12     10     13
  4P LOSS WILD-TYPE     33     31     43
D47V5, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              12                33
  CLUS_2              10                31
  CLUS_3              13                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       16     14      5
  4P LOSS WILD-TYPE     43     53     11
D47V6, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              16                43
  CLUS_2              14                53
  CLUS_3               5                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        8     14     13
  4P LOSS WILD-TYPE     16     58     33
D47V7, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               8                16
  CLUS_2              14                58
  CLUS_3              13                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        5     16     14
  4P LOSS WILD-TYPE     10     42     55
D47V8, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               5                10
  CLUS_2              16                42
  CLUS_3              14                55

Clustering(48) Variable = 4Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       14      6     34
  4Q LOSS WILD-TYPE     32     57     22
D48V1, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              14                32
  CLUS_2               6                57
  CLUS_3              34                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       10     20     24
  4Q LOSS WILD-TYPE     39     22     49
D48V2, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              10                39
  CLUS_2              20                22
  CLUS_3              24                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4Q LOSS MUTATED        7      2      0      9      4      5     10      8
  4Q LOSS WILD-TYPE     10     12     14     20     17      1      7      8
                   vv
clus                CLUS_9
  4Q LOSS MUTATED        5
  4Q LOSS WILD-TYPE      4
D48V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED        5      9     13     23
  4Q LOSS WILD-TYPE     17     18     24     34
D48V4, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               5                17
  CLUS_2               9                18
  CLUS_3              13                24
  CLUS_4              23                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       13     17     19
  4Q LOSS WILD-TYPE     32     24     37
D48V5, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              13                32
  CLUS_2              17                24
  CLUS_3              19                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       19     24      6
  4Q LOSS WILD-TYPE     40     43     10
D48V6, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              19                40
  CLUS_2              24                43
  CLUS_3               6                10
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       11     22     16
  4Q LOSS WILD-TYPE     13     50     30
D48V7, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              11                13
  CLUS_2              22                50
  CLUS_3              16                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        6     20     23
  4Q LOSS WILD-TYPE      9     38     46
D48V8, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               6                 9
  CLUS_2              20                38
  CLUS_3              23                46

Clustering(49) Variable = 5P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        1      3      6
  5P LOSS WILD-TYPE     45     60     50
D49V1, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               1                45
  CLUS_2               3                60
  CLUS_3               6                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        3      2      4
  5P LOSS WILD-TYPE     46     40     69
D49V2, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               3                46
  CLUS_2               2                40
  CLUS_3               4                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5P LOSS MUTATED        0      1      1      3      0      1      3      1
  5P LOSS WILD-TYPE     17     13     13     26     21      5     14     15
                   vv
clus                CLUS_9
  5P LOSS MUTATED        0
  5P LOSS WILD-TYPE      9
D49V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED        0      1      5      4
  5P LOSS WILD-TYPE     22     26     32     53
D49V4, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               0                22
  CLUS_2               1                26
  CLUS_3               5                32
  CLUS_4               4                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        4      3      3
  5P LOSS WILD-TYPE     41     38     53
D49V5, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               4                41
  CLUS_2               3                38
  CLUS_3               3                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        7      2      1
  5P LOSS WILD-TYPE     52     65     15
D49V6, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               7                52
  CLUS_2               2                65
  CLUS_3               1                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        4      5      1
  5P LOSS WILD-TYPE     20     67     45
D49V7, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               4                20
  CLUS_2               5                67
  CLUS_3               1                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        1      5      4
  5P LOSS WILD-TYPE     14     53     65
D49V8, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               1                14
  CLUS_2               5                53
  CLUS_3               4                65

Clustering(50) Variable = 5Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        3      4      8
  5Q LOSS WILD-TYPE     43     59     48
D50V1, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               3                43
  CLUS_2               4                59
  CLUS_3               8                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        2      7      5
  5Q LOSS WILD-TYPE     47     35     68
D50V2, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               2                47
  CLUS_2               7                35
  CLUS_3               5                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5Q LOSS MUTATED        2      3      1      3      1      1      3      1
  5Q LOSS WILD-TYPE     15     11     13     26     20      5     14     15
                   vv
clus                CLUS_9
  5Q LOSS MUTATED        0
  5Q LOSS WILD-TYPE      9
D50V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED        1      1      5      8
  5Q LOSS WILD-TYPE     21     26     32     49
D50V4, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               1                21
  CLUS_2               1                26
  CLUS_3               5                32
  CLUS_4               8                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        4      5      6
  5Q LOSS WILD-TYPE     41     36     50
D50V5, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               4                41
  CLUS_2               5                36
  CLUS_3               6                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        8      6      1
  5Q LOSS WILD-TYPE     51     61     15
D50V6, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               8                51
  CLUS_2               6                61
  CLUS_3               1                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        3      8      4
  5Q LOSS WILD-TYPE     21     64     42
D50V7, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               3                21
  CLUS_2               8                64
  CLUS_3               4                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        1      6      8
  5Q LOSS WILD-TYPE     14     52     61
D50V8, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               1                14
  CLUS_2               6                52
  CLUS_3               8                61

Clustering(51) Variable = 6P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        8      5      6
  6P LOSS WILD-TYPE     38     58     50
D51V1, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               8                38
  CLUS_2               5                58
  CLUS_3               6                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        5      5      9
  6P LOSS WILD-TYPE     44     37     64
D51V2, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               5                44
  CLUS_2               5                37
  CLUS_3               9                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6P LOSS MUTATED        1      2      0      4      4      0      6      0
  6P LOSS WILD-TYPE     16     12     14     25     17      6     11     16
                   vv
clus                CLUS_9
  6P LOSS MUTATED        0
  6P LOSS WILD-TYPE      9
D51V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED        4      2      4      7
  6P LOSS WILD-TYPE     18     25     33     50
D51V4, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               4                18
  CLUS_2               2                25
  CLUS_3               4                33
  CLUS_4               7                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        2      3     11
  6P LOSS WILD-TYPE     43     38     45
D51V5, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               2                43
  CLUS_2               3                38
  CLUS_3              11                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        7      9      0
  6P LOSS WILD-TYPE     52     58     16
D51V6, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               7                52
  CLUS_2               9                58
  CLUS_3               0                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        2     11      3
  6P LOSS WILD-TYPE     22     61     43
D51V7, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               2                22
  CLUS_2              11                61
  CLUS_3               3                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        0      7      9
  6P LOSS WILD-TYPE     15     51     60
D51V8, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               0                15
  CLUS_2               7                51
  CLUS_3               9                60

Clustering(52) Variable = 6Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       17     15     13
  6Q LOSS WILD-TYPE     29     48     43
D52V1, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              17                29
  CLUS_2              15                48
  CLUS_3              13                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       12     13     19
  6Q LOSS WILD-TYPE     37     29     54
D52V2, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              12                37
  CLUS_2              13                29
  CLUS_3              19                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6Q LOSS MUTATED        3      8      1     10      7      0      7      2
  6Q LOSS WILD-TYPE     14      6     13     19     14      6     10     14
                   vv
clus                CLUS_9
  6Q LOSS MUTATED        2
  6Q LOSS WILD-TYPE      7
D52V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED        7      5     10     18
  6Q LOSS WILD-TYPE     15     22     27     39
D52V4, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               7                15
  CLUS_2               5                22
  CLUS_3              10                27
  CLUS_4              18                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       12      8     17
  6Q LOSS WILD-TYPE     33     33     39
D52V5, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              12                33
  CLUS_2               8                33
  CLUS_3              17                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       19     16      2
  6Q LOSS WILD-TYPE     40     51     14
D52V6, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              19                40
  CLUS_2              16                51
  CLUS_3               2                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        3     20     14
  6Q LOSS WILD-TYPE     21     52     32
D52V7, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               3                21
  CLUS_2              20                52
  CLUS_3              14                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        2     18     17
  6Q LOSS WILD-TYPE     13     40     52
D52V8, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               2                13
  CLUS_2              18                40
  CLUS_3              17                52

Clustering(53) Variable = 7P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        3      3      4
  7P LOSS WILD-TYPE     43     60     52
D53V1, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               3                43
  CLUS_2               3                60
  CLUS_3               4                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        2      5      3
  7P LOSS WILD-TYPE     47     37     70
D53V2, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               2                47
  CLUS_2               5                37
  CLUS_3               3                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7P LOSS MUTATED        0      2      0      0      1      3      2      1
  7P LOSS WILD-TYPE     17     12     14     29     20      3     15     15
                   vv
clus                CLUS_9
  7P LOSS MUTATED        1
  7P LOSS WILD-TYPE      8
D53V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P LOSS MUTATED        1      1      2      6
  7P LOSS WILD-TYPE     21     26     35     51
D53V4, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               1                21
  CLUS_2               1                26
  CLUS_3               2                35
  CLUS_4               6                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        2      2      6
  7P LOSS WILD-TYPE     43     39     50
D53V5, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               2                43
  CLUS_2               2                39
  CLUS_3               6                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        4      6      0
  7P LOSS WILD-TYPE     55     61     16
D53V6, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               4                55
  CLUS_2               6                61
  CLUS_3               0                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        2      5      3
  7P LOSS WILD-TYPE     22     67     43
D53V7, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               2                22
  CLUS_2               5                67
  CLUS_3               3                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        0      4      6
  7P LOSS WILD-TYPE     15     54     63
D53V8, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               0                15
  CLUS_2               4                54
  CLUS_3               6                63

Clustering(54) Variable = 7Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        3      5      6
  7Q LOSS WILD-TYPE     43     58     50
D54V1, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               3                43
  CLUS_2               5                58
  CLUS_3               6                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        4      5      5
  7Q LOSS WILD-TYPE     45     37     68
D54V2, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               4                45
  CLUS_2               5                37
  CLUS_3               5                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7Q LOSS MUTATED        1      1      1      0      2      4      3      0
  7Q LOSS WILD-TYPE     16     13     13     29     19      2     14     16
                   vv
clus                CLUS_9
  7Q LOSS MUTATED        1
  7Q LOSS WILD-TYPE      8
D54V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q LOSS MUTATED        2      1      3      7
  7Q LOSS WILD-TYPE     20     26     34     50
D54V4, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               2                20
  CLUS_2               1                26
  CLUS_3               3                34
  CLUS_4               7                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        4      3      6
  7Q LOSS WILD-TYPE     41     38     50
D54V5, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               4                41
  CLUS_2               3                38
  CLUS_3               6                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        4      5      4
  7Q LOSS WILD-TYPE     55     62     12
D54V6, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               4                55
  CLUS_2               5                62
  CLUS_3               4                12
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        3      6      4
  7Q LOSS WILD-TYPE     21     66     42
D54V7, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               3                21
  CLUS_2               6                66
  CLUS_3               4                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        3      5      5
  7Q LOSS WILD-TYPE     12     53     64
D54V8, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               3                12
  CLUS_2               5                53
  CLUS_3               5                64

Clustering(55) Variable = 8P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       29     20     29
  8P LOSS WILD-TYPE     17     43     27
D55V1, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              29                17
  CLUS_2              20                43
  CLUS_3              29                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       14     19     44
  8P LOSS WILD-TYPE     35     23     29
D55V2, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              14                35
  CLUS_2              19                23
  CLUS_3              44                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8P LOSS MUTATED        5      7      5     10     12      4      5     10
  8P LOSS WILD-TYPE     12      7      9     19      9      2     12      6
                   vv
clus                CLUS_9
  8P LOSS MUTATED        5
  8P LOSS WILD-TYPE      4
D55V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED       11     13     15     24
  8P LOSS WILD-TYPE     11     14     22     33
D55V4, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              11                11
  CLUS_2              13                14
  CLUS_3              15                22
  CLUS_4              24                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       13     21     28
  8P LOSS WILD-TYPE     32     20     28
D55V5, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              13                32
  CLUS_2              21                20
  CLUS_3              28                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       20     33      9
  8P LOSS WILD-TYPE     39     34      7
D55V6, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              20                39
  CLUS_2              33                34
  CLUS_3               9                 7
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        6     34     22
  8P LOSS WILD-TYPE     18     38     24
D55V7, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               6                18
  CLUS_2              34                38
  CLUS_3              22                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        9     19     34
  8P LOSS WILD-TYPE      6     39     35
D55V8, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               9                 6
  CLUS_2              19                39
  CLUS_3              34                35

Clustering(56) Variable = 8Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        1      2     13
  8Q LOSS WILD-TYPE     45     61     43
D56V1, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               1                45
  CLUS_2               2                61
  CLUS_3              13                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        3      4      9
  8Q LOSS WILD-TYPE     46     38     64
D56V2, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               3                46
  CLUS_2               4                38
  CLUS_3               9                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8Q LOSS MUTATED        1      4      1      3      0      3      0      0
  8Q LOSS WILD-TYPE     16     10     13     26     21      3     17     16
                   vv
clus                CLUS_9
  8Q LOSS MUTATED        0
  8Q LOSS WILD-TYPE      9
D56V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        0      1      5      6
  8Q LOSS WILD-TYPE     22     26     32     51
D56V4, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               0                22
  CLUS_2               1                26
  CLUS_3               5                32
  CLUS_4               6                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        4      3      5
  8Q LOSS WILD-TYPE     41     38     51
D56V5, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               4                41
  CLUS_2               3                38
  CLUS_3               5                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        6      3      3
  8Q LOSS WILD-TYPE     53     64     13
D56V6, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               6                53
  CLUS_2               3                64
  CLUS_3               3                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        1      4      7
  8Q LOSS WILD-TYPE     23     68     39
D56V7, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               1                23
  CLUS_2               4                68
  CLUS_3               7                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        3      5      4
  8Q LOSS WILD-TYPE     12     53     65
D56V8, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               3                12
  CLUS_2               5                53
  CLUS_3               4                65

Clustering(57) Variable = 9P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       16     12     23
  9P LOSS WILD-TYPE     30     51     33
D57V1, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              16                30
  CLUS_2              12                51
  CLUS_3              23                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       13     14     24
  9P LOSS WILD-TYPE     36     28     49
D57V2, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              13                36
  CLUS_2              14                28
  CLUS_3              24                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9P LOSS MUTATED        6      5      2      7      5      3      7      4
  9P LOSS WILD-TYPE     11      9     12     22     16      3     10     12
                   vv
clus                CLUS_9
  9P LOSS MUTATED        5
  9P LOSS WILD-TYPE      4
D57V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED        5      6     10     23
  9P LOSS WILD-TYPE     17     21     27     34
D57V4, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               5                17
  CLUS_2               6                21
  CLUS_3              10                27
  CLUS_4              23                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       14     17     14
  9P LOSS WILD-TYPE     31     24     42
D57V5, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              14                31
  CLUS_2              17                24
  CLUS_3              14                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       20     18      7
  9P LOSS WILD-TYPE     39     49      9
D57V6, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              20                39
  CLUS_2              18                49
  CLUS_3               7                 9
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED        9     20     16
  9P LOSS WILD-TYPE     15     52     30
D57V7, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               9                15
  CLUS_2              20                52
  CLUS_3              16                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED        6     20     19
  9P LOSS WILD-TYPE      9     38     50
D57V8, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               6                 9
  CLUS_2              20                38
  CLUS_3              19                50

Clustering(58) Variable = 9Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       15     14     22
  9Q LOSS WILD-TYPE     31     49     34
D58V1, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              15                31
  CLUS_2              14                49
  CLUS_3              22                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       14     15     22
  9Q LOSS WILD-TYPE     35     27     51
D58V2, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              14                35
  CLUS_2              15                27
  CLUS_3              22                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9Q LOSS MUTATED        5      9      1      8      4      3      7      4
  9Q LOSS WILD-TYPE     12      5     13     21     17      3     10     12
                   vv
clus                CLUS_9
  9Q LOSS MUTATED        5
  9Q LOSS WILD-TYPE      4
D58V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED        4      5     11     26
  9Q LOSS WILD-TYPE     18     22     26     31
D58V4, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               4                18
  CLUS_2               5                22
  CLUS_3              11                26
  CLUS_4              26                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       14     16     14
  9Q LOSS WILD-TYPE     31     25     42
D58V5, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              14                31
  CLUS_2              16                25
  CLUS_3              14                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       22     17      5
  9Q LOSS WILD-TYPE     37     50     11
D58V6, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              22                37
  CLUS_2              17                50
  CLUS_3               5                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        8     18     18
  9Q LOSS WILD-TYPE     16     54     28
D58V7, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               8                16
  CLUS_2              18                54
  CLUS_3              18                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        5     22     17
  9Q LOSS WILD-TYPE     10     36     52
D58V8, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               5                10
  CLUS_2              22                36
  CLUS_3              17                52

Clustering(59) Variable = 10P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        3      9     10
  10P LOSS WILD-TYPE     43     54     46
D59V1, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                3                 43
  CLUS_2                9                 54
  CLUS_3               10                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        6      5     11
  10P LOSS WILD-TYPE     43     37     62
D59V2, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                6                 43
  CLUS_2                5                 37
  CLUS_3               11                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10P LOSS MUTATED        4      3      0      6      0      4      0      2
  10P LOSS WILD-TYPE     13     11     14     23     21      2     17     14
                    vv
clus                 CLUS_9
  10P LOSS MUTATED        2
  10P LOSS WILD-TYPE      7
D59V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED        1      2      9      9
  10P LOSS WILD-TYPE     21     25     28     48
D59V4, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                1                 21
  CLUS_2                2                 25
  CLUS_3                9                 28
  CLUS_4                9                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        6     10      5
  10P LOSS WILD-TYPE     39     31     51
D59V5, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                6                 39
  CLUS_2               10                 31
  CLUS_3                5                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        7     10      4
  10P LOSS WILD-TYPE     52     57     12
D59V6, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                7                 52
  CLUS_2               10                 57
  CLUS_3                4                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        3     10      8
  10P LOSS WILD-TYPE     21     62     38
D59V7, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                3                 21
  CLUS_2               10                 62
  CLUS_3                8                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        4      7     10
  10P LOSS WILD-TYPE     11     51     59
D59V8, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                4                 11
  CLUS_2                7                 51
  CLUS_3               10                 59

Clustering(60) Variable = 10Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        5     16     17
  10Q LOSS WILD-TYPE     41     47     39
D60V1, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                5                 41
  CLUS_2               16                 47
  CLUS_3               17                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       11     10     17
  10Q LOSS WILD-TYPE     38     32     56
D60V2, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               11                 38
  CLUS_2               10                 32
  CLUS_3               17                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10Q LOSS MUTATED       11      6      0      8      2      4      0      3
  10Q LOSS WILD-TYPE      6      8     14     21     19      2     17     13
                    vv
clus                 CLUS_9
  10Q LOSS MUTATED        2
  10Q LOSS WILD-TYPE      7
D60V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED        3      3     11     19
  10Q LOSS WILD-TYPE     19     24     26     38
D60V4, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                3                 19
  CLUS_2                3                 24
  CLUS_3               11                 26
  CLUS_4               19                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        9     14     13
  10Q LOSS WILD-TYPE     36     27     43
D60V5, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                9                 36
  CLUS_2               14                 27
  CLUS_3               13                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       12     17      7
  10Q LOSS WILD-TYPE     47     50      9
D60V6, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               12                 47
  CLUS_2               17                 50
  CLUS_3                7                  9
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        4     18     14
  10Q LOSS WILD-TYPE     20     54     32
D60V7, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                4                 20
  CLUS_2               18                 54
  CLUS_3               14                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        7     12     17
  10Q LOSS WILD-TYPE      8     46     52
D60V8, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                7                  8
  CLUS_2               12                 46
  CLUS_3               17                 52

Clustering(61) Variable = 11P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       10      9     11
  11P LOSS WILD-TYPE     36     54     45
D61V1, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               10                 36
  CLUS_2                9                 54
  CLUS_3               11                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        9      9     12
  11P LOSS WILD-TYPE     40     33     61
D61V2, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                9                 40
  CLUS_2                9                 33
  CLUS_3               12                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11P LOSS MUTATED        4      3      2      3      1      3      3      2
  11P LOSS WILD-TYPE     13     11     12     26     20      3     14     14
                    vv
clus                 CLUS_9
  11P LOSS MUTATED        3
  11P LOSS WILD-TYPE      6
D61V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED        1      3      7     13
  11P LOSS WILD-TYPE     21     24     30     44
D61V4, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                1                 21
  CLUS_2                3                 24
  CLUS_3                7                 30
  CLUS_4               13                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        9      5     10
  11P LOSS WILD-TYPE     36     36     46
D61V5, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                9                 36
  CLUS_2                5                 36
  CLUS_3               10                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       13      9      2
  11P LOSS WILD-TYPE     46     58     14
D61V6, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               13                 46
  CLUS_2                9                 58
  CLUS_3                2                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        4      9     11
  11P LOSS WILD-TYPE     20     63     35
D61V7, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                4                 20
  CLUS_2                9                 63
  CLUS_3               11                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        2     12     10
  11P LOSS WILD-TYPE     13     46     59
D61V8, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               12                 46
  CLUS_3               10                 59

Clustering(62) Variable = 11Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       10     11     12
  11Q LOSS WILD-TYPE     36     52     44
D62V1, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               10                 36
  CLUS_2               11                 52
  CLUS_3               12                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        9     10     14
  11Q LOSS WILD-TYPE     40     32     59
D62V2, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                9                 40
  CLUS_2               10                 32
  CLUS_3               14                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11Q LOSS MUTATED        6      2      2      4      2      3      3      2
  11Q LOSS WILD-TYPE     11     12     12     25     19      3     14     14
                    vv
clus                 CLUS_9
  11Q LOSS MUTATED        3
  11Q LOSS WILD-TYPE      6
D62V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED        2      3      8     14
  11Q LOSS WILD-TYPE     20     24     29     43
D62V4, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                2                 20
  CLUS_2                3                 24
  CLUS_3                8                 29
  CLUS_4               14                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        8      8     11
  11Q LOSS WILD-TYPE     37     33     45
D62V5, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                8                 37
  CLUS_2                8                 33
  CLUS_3               11                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       12     12      3
  11Q LOSS WILD-TYPE     47     55     13
D62V6, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               12                 47
  CLUS_2               12                 55
  CLUS_3                3                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        4     13     10
  11Q LOSS WILD-TYPE     20     59     36
D62V7, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                4                 20
  CLUS_2               13                 59
  CLUS_3               10                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        3     11     13
  11Q LOSS WILD-TYPE     12     47     56
D62V8, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               11                 47
  CLUS_3               13                 56

Clustering(63) Variable = 12P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       12     10     14
  12P LOSS WILD-TYPE     34     53     42
D63V1, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               12                 34
  CLUS_2               10                 53
  CLUS_3               14                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        8      7     21
  12P LOSS WILD-TYPE     41     35     52
D63V2, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                8                 41
  CLUS_2                7                 35
  CLUS_3               21                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12P LOSS MUTATED        3      1      0      6      2      2      4      6
  12P LOSS WILD-TYPE     14     13     14     23     19      4     13     10
                    vv
clus                 CLUS_9
  12P LOSS MUTATED        5
  12P LOSS WILD-TYPE      4
D63V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED        2      7      8     12
  12P LOSS WILD-TYPE     20     20     29     45
D63V4, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                2                 20
  CLUS_2                7                 20
  CLUS_3                8                 29
  CLUS_4               12                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        6     11     10
  12P LOSS WILD-TYPE     39     30     46
D63V5, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                6                 39
  CLUS_2               11                 30
  CLUS_3               10                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       11     12      4
  12P LOSS WILD-TYPE     48     55     12
D63V6, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               11                 48
  CLUS_2               12                 55
  CLUS_3                4                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        3     15      9
  12P LOSS WILD-TYPE     21     57     37
D63V7, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                3                 21
  CLUS_2               15                 57
  CLUS_3                9                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        4     11     12
  12P LOSS WILD-TYPE     11     47     57
D63V8, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               11                 47
  CLUS_3               12                 57

Clustering(64) Variable = 12Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        9      4      8
  12Q LOSS WILD-TYPE     37     59     48
D64V1, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                9                 37
  CLUS_2                4                 59
  CLUS_3                8                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        4      6     11
  12Q LOSS WILD-TYPE     45     36     62
D64V2, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                4                 45
  CLUS_2                6                 36
  CLUS_3               11                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12Q LOSS MUTATED        3      0      0      2      2      1      2      4
  12Q LOSS WILD-TYPE     14     14     14     27     19      5     15     12
                    vv
clus                 CLUS_9
  12Q LOSS MUTATED        4
  12Q LOSS WILD-TYPE      5
D64V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        2      5      3      8
  12Q LOSS WILD-TYPE     20     22     34     49
D64V4, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                2                 20
  CLUS_2                5                 22
  CLUS_3                3                 34
  CLUS_4                8                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        5      6      7
  12Q LOSS WILD-TYPE     40     35     49
D64V5, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                5                 40
  CLUS_2                6                 35
  CLUS_3                7                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        8      7      3
  12Q LOSS WILD-TYPE     51     60     13
D64V6, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                8                 51
  CLUS_2                7                 60
  CLUS_3                3                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        2     10      6
  12Q LOSS WILD-TYPE     22     62     40
D64V7, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                2                 22
  CLUS_2               10                 62
  CLUS_3                6                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        3      8      7
  12Q LOSS WILD-TYPE     12     50     62
D64V8, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                8                 50
  CLUS_3                7                 62

Clustering(65) Variable = 13Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       11     17     29
  13Q LOSS WILD-TYPE     35     46     27
D65V1, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               11                 35
  CLUS_2               17                 46
  CLUS_3               29                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       14     20     23
  13Q LOSS WILD-TYPE     35     22     50
D65V2, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               14                 35
  CLUS_2               20                 22
  CLUS_3               23                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  13Q LOSS MUTATED        6     11      1      9      2      6      7      4
  13Q LOSS WILD-TYPE     11      3     13     20     19      0     10     12
                    vv
clus                 CLUS_9
  13Q LOSS MUTATED        3
  13Q LOSS WILD-TYPE      6
D65V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED        3      6     13     27
  13Q LOSS WILD-TYPE     19     21     24     30
D65V4, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                3                 19
  CLUS_2                6                 21
  CLUS_3               13                 24
  CLUS_4               27                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       18     14     17
  13Q LOSS WILD-TYPE     27     27     39
D65V5, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               18                 27
  CLUS_2               14                 27
  CLUS_3               17                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       23     19      7
  13Q LOSS WILD-TYPE     36     48      9
D65V6, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               23                 36
  CLUS_2               19                 48
  CLUS_3                7                  9
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        8     19     22
  13Q LOSS WILD-TYPE     16     53     24
D65V7, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                8                 16
  CLUS_2               19                 53
  CLUS_3               22                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        7     22     20
  13Q LOSS WILD-TYPE      8     36     49
D65V8, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                7                  8
  CLUS_2               22                 36
  CLUS_3               20                 49

Clustering(66) Variable = 14Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        8     12     27
  14Q LOSS WILD-TYPE     38     51     29
D66V1, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                8                 38
  CLUS_2               12                 51
  CLUS_3               27                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       11     16     20
  14Q LOSS WILD-TYPE     38     26     53
D66V2, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               11                 38
  CLUS_2               16                 26
  CLUS_3               20                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  14Q LOSS MUTATED        8      7      0      7      2      5      6      4
  14Q LOSS WILD-TYPE      9      7     14     22     19      1     11     12
                    vv
clus                 CLUS_9
  14Q LOSS MUTATED        6
  14Q LOSS WILD-TYPE      3
D66V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED        3      4     10     28
  14Q LOSS WILD-TYPE     19     23     27     29
D66V4, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                3                 19
  CLUS_2                4                 23
  CLUS_3               10                 27
  CLUS_4               28                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       12     17     16
  14Q LOSS WILD-TYPE     33     24     40
D66V5, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               12                 33
  CLUS_2               17                 24
  CLUS_3               16                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       18     21      6
  14Q LOSS WILD-TYPE     41     46     10
D66V6, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               18                 41
  CLUS_2               21                 46
  CLUS_3                6                 10
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        8     20     17
  14Q LOSS WILD-TYPE     16     52     29
D66V7, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                8                 16
  CLUS_2               20                 52
  CLUS_3               17                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        6     19     20
  14Q LOSS WILD-TYPE      9     39     49
D66V8, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                6                  9
  CLUS_2               19                 39
  CLUS_3               20                 49

Clustering(67) Variable = 15Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        7      6     19
  15Q LOSS WILD-TYPE     39     57     37
D67V1, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                7                 39
  CLUS_2                6                 57
  CLUS_3               19                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       10     11     11
  15Q LOSS WILD-TYPE     39     31     62
D67V2, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               10                 39
  CLUS_2               11                 31
  CLUS_3               11                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  15Q LOSS MUTATED        6      2      0      5      2      2      7      2
  15Q LOSS WILD-TYPE     11     12     14     24     19      4     10     14
                    vv
clus                 CLUS_9
  15Q LOSS MUTATED        2
  15Q LOSS WILD-TYPE      7
D67V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED        3      3      6     16
  15Q LOSS WILD-TYPE     19     24     31     41
D67V4, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                3                 19
  CLUS_2                3                 24
  CLUS_3                6                 31
  CLUS_4               16                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        8      9     11
  15Q LOSS WILD-TYPE     37     32     45
D67V5, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                8                 37
  CLUS_2                9                 32
  CLUS_3               11                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       10     14      4
  15Q LOSS WILD-TYPE     49     53     12
D67V6, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               10                 49
  CLUS_2               14                 53
  CLUS_3                4                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        7     15      6
  15Q LOSS WILD-TYPE     17     57     40
D67V7, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                7                 17
  CLUS_2               15                 57
  CLUS_3                6                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        4     10     14
  15Q LOSS WILD-TYPE     11     48     55
D67V8, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               10                 48
  CLUS_3               14                 55

Clustering(68) Variable = 16P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       12     13     24
  16P LOSS WILD-TYPE     34     50     32
D68V1, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               12                 34
  CLUS_2               13                 50
  CLUS_3               24                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       15     17     16
  16P LOSS WILD-TYPE     34     25     57
D68V2, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               15                 34
  CLUS_2               17                 25
  CLUS_3               16                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16P LOSS MUTATED        5      6      1      5      1      3     17      4
  16P LOSS WILD-TYPE     12      8     13     24     20      3      0     12
                    vv
clus                 CLUS_9
  16P LOSS MUTATED        2
  16P LOSS WILD-TYPE      7
D68V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED        2      6      7     29
  16P LOSS WILD-TYPE     20     21     30     28
D68V4, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                2                 20
  CLUS_2                6                 21
  CLUS_3                7                 30
  CLUS_4               29                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       16      8     19
  16P LOSS WILD-TYPE     29     33     37
D68V5, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               16                 29
  CLUS_2                8                 33
  CLUS_3               19                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       26     12      5
  16P LOSS WILD-TYPE     33     55     11
D68V6, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               26                 33
  CLUS_2               12                 55
  CLUS_3                5                 11
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       13     13     17
  16P LOSS WILD-TYPE     11     59     29
D68V7, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               13                 11
  CLUS_2               13                 59
  CLUS_3               17                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        5     26     12
  16P LOSS WILD-TYPE     10     32     57
D68V8, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                5                 10
  CLUS_2               26                 32
  CLUS_3               12                 57

Clustering(69) Variable = 16Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       16     15     30
  16Q LOSS WILD-TYPE     30     48     26
D69V1, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               16                 30
  CLUS_2               15                 48
  CLUS_3               30                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       14     23     23
  16Q LOSS WILD-TYPE     35     19     50
D69V2, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               14                 35
  CLUS_2               23                 19
  CLUS_3               23                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16Q LOSS MUTATED        9      5      2      8      3      5     17      3
  16Q LOSS WILD-TYPE      8      9     12     21     18      1      0     13
                    vv
clus                 CLUS_9
  16Q LOSS MUTATED        3
  16Q LOSS WILD-TYPE      6
D69V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED        4      5     12     34
  16Q LOSS WILD-TYPE     18     22     25     23
D69V4, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                4                 18
  CLUS_2                5                 22
  CLUS_3               12                 25
  CLUS_4               34                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       16     10     28
  16Q LOSS WILD-TYPE     29     31     28
D69V5, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               16                 29
  CLUS_2               10                 31
  CLUS_3               28                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       29     20      5
  16Q LOSS WILD-TYPE     30     47     11
D69V6, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               29                 30
  CLUS_2               20                 47
  CLUS_3                5                 11
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       12     24     18
  16Q LOSS WILD-TYPE     12     48     28
D69V7, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               12                 12
  CLUS_2               24                 48
  CLUS_3               18                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        5     28     21
  16Q LOSS WILD-TYPE     10     30     48
D69V8, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                5                 10
  CLUS_2               28                 30
  CLUS_3               21                 48

Clustering(70) Variable = 17P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       15     27     44
  17P LOSS WILD-TYPE     31     36     12
D70V1, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               15                 31
  CLUS_2               27                 36
  CLUS_3               44                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       23     20     43
  17P LOSS WILD-TYPE     26     22     30
D70V2, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               23                 26
  CLUS_2               20                 22
  CLUS_3               43                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17P LOSS MUTATED        9      7      3     20      8      4     10      8
  17P LOSS WILD-TYPE      8      7     11      9     13      2      7      8
                    vv
clus                 CLUS_9
  17P LOSS MUTATED        4
  17P LOSS WILD-TYPE      5
D70V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED        7     13     22     31
  17P LOSS WILD-TYPE     15     14     15     26
D70V4, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                7                 15
  CLUS_2               13                 14
  CLUS_3               22                 15
  CLUS_4               31                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       22     29     22
  17P LOSS WILD-TYPE     23     12     34
D70V5, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               22                 23
  CLUS_2               29                 12
  CLUS_3               22                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       25     34     14
  17P LOSS WILD-TYPE     34     33      2
D70V6, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               25                 34
  CLUS_2               34                 33
  CLUS_3               14                  2
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       14     38     21
  17P LOSS WILD-TYPE     10     34     25
D70V7, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               14                 10
  CLUS_2               38                 34
  CLUS_3               21                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       13     26     34
  17P LOSS WILD-TYPE      2     32     35
D70V8, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               13                  2
  CLUS_2               26                 32
  CLUS_3               34                 35

Clustering(71) Variable = 17Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        5      6     11
  17Q LOSS WILD-TYPE     41     57     45
D71V1, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                5                 41
  CLUS_2                6                 57
  CLUS_3               11                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        7      6      9
  17Q LOSS WILD-TYPE     42     36     64
D71V2, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                7                 42
  CLUS_2                6                 36
  CLUS_3                9                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17Q LOSS MUTATED        0      2      0      3      2      0      4      6
  17Q LOSS WILD-TYPE     17     12     14     26     19      6     13     10
                    vv
clus                 CLUS_9
  17Q LOSS MUTATED        0
  17Q LOSS WILD-TYPE      9
D71V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED        2      7      3      5
  17Q LOSS WILD-TYPE     20     20     34     52
D71V4, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                2                 20
  CLUS_2                7                 20
  CLUS_3                3                 34
  CLUS_4                5                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        6      6      5
  17Q LOSS WILD-TYPE     39     35     51
D71V5, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                6                 39
  CLUS_2                6                 35
  CLUS_3                5                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        8      7      2
  17Q LOSS WILD-TYPE     51     60     14
D71V6, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                8                 51
  CLUS_2                7                 60
  CLUS_3                2                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        2      4     11
  17Q LOSS WILD-TYPE     22     68     35
D71V7, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                4                 68
  CLUS_3               11                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        2      7      8
  17Q LOSS WILD-TYPE     13     51     61
D71V8, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2                7                 51
  CLUS_3                8                 61

Clustering(72) Variable = 18P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        7      6     17
  18P LOSS WILD-TYPE     39     57     39
D72V1, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                7                 39
  CLUS_2                6                 57
  CLUS_3               17                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        4     13     12
  18P LOSS WILD-TYPE     45     29     61
D72V2, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                4                 45
  CLUS_2               13                 29
  CLUS_3               12                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18P LOSS MUTATED        2      3      0      5      3      3      4      2
  18P LOSS WILD-TYPE     15     11     14     24     18      3     13     14
                    vv
clus                 CLUS_9
  18P LOSS MUTATED        2
  18P LOSS WILD-TYPE      7
D72V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED        3      3      7     11
  18P LOSS WILD-TYPE     19     24     30     46
D72V4, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                3                 19
  CLUS_2                3                 24
  CLUS_3                7                 30
  CLUS_4               11                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        5      8     11
  18P LOSS WILD-TYPE     40     33     45
D72V5, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                5                 40
  CLUS_2                8                 33
  CLUS_3               11                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       12      9      3
  18P LOSS WILD-TYPE     47     58     13
D72V6, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               12                 47
  CLUS_2                9                 58
  CLUS_3                3                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        5     11      8
  18P LOSS WILD-TYPE     19     61     38
D72V7, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                5                 19
  CLUS_2               11                 61
  CLUS_3                8                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        3     11     10
  18P LOSS WILD-TYPE     12     47     59
D72V8, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               11                 47
  CLUS_3               10                 59

Clustering(73) Variable = 18Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        9      5     19
  18Q LOSS WILD-TYPE     37     58     37
D73V1, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                9                 37
  CLUS_2                5                 58
  CLUS_3               19                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        5     14     13
  18Q LOSS WILD-TYPE     44     28     60
D73V2, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                5                 44
  CLUS_2               14                 28
  CLUS_3               13                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18Q LOSS MUTATED        3      4      0      5      2      3      5      2
  18Q LOSS WILD-TYPE     14     10     14     24     19      3     12     14
                    vv
clus                 CLUS_9
  18Q LOSS MUTATED        2
  18Q LOSS WILD-TYPE      7
D73V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED        3      2      7     14
  18Q LOSS WILD-TYPE     19     25     30     43
D73V4, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                3                 19
  CLUS_2                2                 25
  CLUS_3                7                 30
  CLUS_4               14                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        6      8     12
  18Q LOSS WILD-TYPE     39     33     44
D73V5, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                6                 39
  CLUS_2                8                 33
  CLUS_3               12                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       13     10      3
  18Q LOSS WILD-TYPE     46     57     13
D73V6, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               13                 46
  CLUS_2               10                 57
  CLUS_3                3                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        6     11      9
  18Q LOSS WILD-TYPE     18     61     37
D73V7, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                6                 18
  CLUS_2               11                 61
  CLUS_3                9                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        3     13     10
  18Q LOSS WILD-TYPE     12     45     59
D73V8, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               13                 45
  CLUS_3               10                 59

Clustering(74) Variable = 19P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        6      3     12
  19P LOSS WILD-TYPE     40     60     44
D74V1, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                6                 40
  CLUS_2                3                 60
  CLUS_3               12                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        4      6     11
  19P LOSS WILD-TYPE     45     36     62
D74V2, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                4                 45
  CLUS_2                6                 36
  CLUS_3               11                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19P LOSS MUTATED        6      0      0      4      1      2      3      2
  19P LOSS WILD-TYPE     11     14     14     25     20      4     14     14
                    vv
clus                 CLUS_9
  19P LOSS MUTATED        1
  19P LOSS WILD-TYPE      8
D74V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED        2      3      5      9
  19P LOSS WILD-TYPE     20     24     32     48
D74V4, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                2                 20
  CLUS_2                3                 24
  CLUS_3                5                 32
  CLUS_4                9                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        4      8      6
  19P LOSS WILD-TYPE     41     33     50
D74V5, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                4                 41
  CLUS_2                8                 33
  CLUS_3                6                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        6      8      4
  19P LOSS WILD-TYPE     53     59     12
D74V6, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                6                 53
  CLUS_2                8                 59
  CLUS_3                4                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        3     11      4
  19P LOSS WILD-TYPE     21     61     42
D74V7, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                3                 21
  CLUS_2               11                 61
  CLUS_3                4                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        4      6      8
  19P LOSS WILD-TYPE     11     52     61
D74V8, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                4                 11
  CLUS_2                6                 52
  CLUS_3                8                 61

Clustering(75) Variable = 19Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        4      2      9
  19Q LOSS WILD-TYPE     42     61     47
D75V1, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                4                 42
  CLUS_2                2                 61
  CLUS_3                9                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        3      3      9
  19Q LOSS WILD-TYPE     46     39     64
D75V2, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                3                 46
  CLUS_2                3                 39
  CLUS_3                9                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19Q LOSS MUTATED        5      0      0      2      1      1      3      1
  19Q LOSS WILD-TYPE     12     14     14     27     20      5     14     15
                    vv
clus                 CLUS_9
  19Q LOSS MUTATED        1
  19Q LOSS WILD-TYPE      8
D75V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED        2      2      2      8
  19Q LOSS WILD-TYPE     20     25     35     49
D75V4, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                2                 20
  CLUS_2                2                 25
  CLUS_3                2                 35
  CLUS_4                8                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        3      6      4
  19Q LOSS WILD-TYPE     42     35     52
D75V5, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                3                 42
  CLUS_2                6                 35
  CLUS_3                4                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        4      7      2
  19Q LOSS WILD-TYPE     55     60     14
D75V6, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                4                 55
  CLUS_2                7                 60
  CLUS_3                2                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        3      8      2
  19Q LOSS WILD-TYPE     21     64     44
D75V7, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                8                 64
  CLUS_3                2                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        2      4      7
  19Q LOSS WILD-TYPE     13     54     62
D75V8, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2                4                 54
  CLUS_3                7                 62

Clustering(76) Variable = 20P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        6      2      2
  20P LOSS WILD-TYPE     40     61     54
D76V1, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                6                 40
  CLUS_2                2                 61
  CLUS_3                2                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        3      3      4
  20P LOSS WILD-TYPE     46     39     69
D76V2, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                3                 46
  CLUS_2                3                 39
  CLUS_3                4                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20P LOSS MUTATED        1      0      0      3      0      0      0      1
  20P LOSS WILD-TYPE     16     14     14     26     21      6     17     15
                    vv
clus                 CLUS_9
  20P LOSS MUTATED        4
  20P LOSS WILD-TYPE      5
D76V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        0      1      3      5
  20P LOSS WILD-TYPE     22     26     34     52
D76V4, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                0                 22
  CLUS_2                1                 26
  CLUS_3                3                 34
  CLUS_4                5                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        1      4      4
  20P LOSS WILD-TYPE     44     37     52
D76V5, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                1                 44
  CLUS_2                4                 37
  CLUS_3                4                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        3      4      2
  20P LOSS WILD-TYPE     56     63     14
D76V6, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                3                 56
  CLUS_2                4                 63
  CLUS_3                2                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        0      7      2
  20P LOSS WILD-TYPE     24     65     44
D76V7, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                0                 24
  CLUS_2                7                 65
  CLUS_3                2                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        2      3      4
  20P LOSS WILD-TYPE     13     55     65
D76V8, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2                3                 55
  CLUS_3                4                 65

Clustering(77) Variable = 20Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        4      1      1
  20Q LOSS WILD-TYPE     42     62     55
D77V1, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                4                 42
  CLUS_2                1                 62
  CLUS_3                1                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        2      2      2
  20Q LOSS WILD-TYPE     47     40     71
D77V2, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                2                 47
  CLUS_2                2                 40
  CLUS_3                2                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20Q LOSS MUTATED        1      0      0      1      0      0      0      1
  20Q LOSS WILD-TYPE     16     14     14     28     21      6     17     15
                    vv
clus                 CLUS_9
  20Q LOSS MUTATED        2
  20Q LOSS WILD-TYPE      7
D77V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q LOSS MUTATED        0      1      1      3
  20Q LOSS WILD-TYPE     22     26     36     54
D77V4, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                 22
  CLUS_2                1                 26
  CLUS_3                1                 36
  CLUS_4                3                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        0      2      3
  20Q LOSS WILD-TYPE     45     39     53
D77V5, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                 45
  CLUS_2                2                 39
  CLUS_3                3                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        1      4      0
  20Q LOSS WILD-TYPE     58     63     16
D77V6, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                1                 58
  CLUS_2                4                 63
  CLUS_3                0                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        0      4      1
  20Q LOSS WILD-TYPE     24     68     45
D77V7, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                 24
  CLUS_2                4                 68
  CLUS_3                1                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        0      1      4
  20Q LOSS WILD-TYPE     15     57     65
D77V8, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                 15
  CLUS_2                1                 57
  CLUS_3                4                 65

Clustering(78) Variable = 21Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       14     11     20
  21Q LOSS WILD-TYPE     32     52     36
D78V1, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               14                 32
  CLUS_2               11                 52
  CLUS_3               20                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       11     14     20
  21Q LOSS WILD-TYPE     38     28     53
D78V2, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               11                 38
  CLUS_2               14                 28
  CLUS_3               20                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  21Q LOSS MUTATED        6      1      0      5      6      2      8      7
  21Q LOSS WILD-TYPE     11     13     14     24     15      4      9      9
                    vv
clus                 CLUS_9
  21Q LOSS MUTATED        4
  21Q LOSS WILD-TYPE      5
D78V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED        5      7      7     20
  21Q LOSS WILD-TYPE     17     20     30     37
D78V4, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                5                 17
  CLUS_2                7                 20
  CLUS_3                7                 30
  CLUS_4               20                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        9     19     12
  21Q LOSS WILD-TYPE     36     22     44
D78V5, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                9                 36
  CLUS_2               19                 22
  CLUS_3               12                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       15     18      7
  21Q LOSS WILD-TYPE     44     49      9
D78V6, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               15                 44
  CLUS_2               18                 49
  CLUS_3                7                  9
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       10     19     11
  21Q LOSS WILD-TYPE     14     53     35
D78V7, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               10                 14
  CLUS_2               19                 53
  CLUS_3               11                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        7     15     18
  21Q LOSS WILD-TYPE      8     43     51
D78V8, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                7                  8
  CLUS_2               15                 43
  CLUS_3               18                 51

Clustering(79) Variable = 22Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        9     14     17
  22Q LOSS WILD-TYPE     37     49     39
D79V1, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                9                 37
  CLUS_2               14                 49
  CLUS_3               17                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       14     13     13
  22Q LOSS WILD-TYPE     35     29     60
D79V2, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               14                 35
  CLUS_2               13                 29
  CLUS_3               13                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  22Q LOSS MUTATED        5      4      0      6      2      4      4      4
  22Q LOSS WILD-TYPE     12     10     14     23     19      2     13     12
                    vv
clus                 CLUS_9
  22Q LOSS MUTATED        3
  22Q LOSS WILD-TYPE      6
D79V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED        3      4      9     16
  22Q LOSS WILD-TYPE     19     23     28     41
D79V4, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                3                 19
  CLUS_2                4                 23
  CLUS_3                9                 28
  CLUS_4               16                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        8      8     15
  22Q LOSS WILD-TYPE     37     33     41
D79V5, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                8                 37
  CLUS_2                8                 33
  CLUS_3               15                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       12     15      4
  22Q LOSS WILD-TYPE     47     52     12
D79V6, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               12                 47
  CLUS_2               15                 52
  CLUS_3                4                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        6     15     10
  22Q LOSS WILD-TYPE     18     57     36
D79V7, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                6                 18
  CLUS_2               15                 57
  CLUS_3               10                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        4     12     15
  22Q LOSS WILD-TYPE     11     46     54
D79V8, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               12                 46
  CLUS_3               15                 54

Clustering(80) Variable = XQ LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        2      8     14
  XQ LOSS WILD-TYPE     44     55     42
D80V1, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               2                44
  CLUS_2               8                55
  CLUS_3              14                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        6     11      7
  XQ LOSS WILD-TYPE     43     31     66
D80V2, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               6                43
  CLUS_2              11                31
  CLUS_3               7                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  XQ LOSS MUTATED        4      4      0      5      3      1      1      1
  XQ LOSS WILD-TYPE     13     10     14     24     18      5     16     15
                   vv
clus                CLUS_9
  XQ LOSS MUTATED        0
  XQ LOSS WILD-TYPE      9
D80V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED        3      1      6      9
  XQ LOSS WILD-TYPE     19     26     31     48
D80V4, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               3                19
  CLUS_2               1                26
  CLUS_3               6                31
  CLUS_4               9                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        6      3     10
  XQ LOSS WILD-TYPE     39     38     46
D80V5, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               6                39
  CLUS_2               3                38
  CLUS_3              10                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        9      9      1
  XQ LOSS WILD-TYPE     50     58     15
D80V6, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               9                50
  CLUS_2               9                58
  CLUS_3               1                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        2      9      8
  XQ LOSS WILD-TYPE     22     63     38
D80V7, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               2                22
  CLUS_2               9                63
  CLUS_3               8                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        1      9      9
  XQ LOSS WILD-TYPE     14     49     60
D80V8, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               1                14
  CLUS_2               9                49
  CLUS_3               9                60
> q(save="no")
