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

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

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

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

> source("/xchip/tcga/gdac_prod/applications/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/SARC-TP/8282824/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/SARC-TP/8282698/SARC-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=SARC-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=SARC-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/SARC-TP/8282698/SARC-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/SARC-TP/8282824/transformed.cor.cli.txt"

nPatients in clinical file=170, in cluster file=150, common to both=150
[1]  80 150
[1] "1P GAIN MUTATION ANALYSIS"
[1] 3
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               33               117 
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               33               117 
[1] "1Q GAIN MUTATION ANALYSIS"
[1] 3
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               35               115 
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               35               115 
[1] "2P GAIN MUTATION ANALYSIS"
[1] 3
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               16               134 
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               16               134 
[1] "2Q GAIN MUTATION ANALYSIS"
[1] 3
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               13               137 
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               13               137 
[1] "3P GAIN MUTATION ANALYSIS"
[1] 3
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               16               134 
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               16               134 
[1] "3Q GAIN MUTATION ANALYSIS"
[1] 3
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               15               135 
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               15               135 
[1] "4P GAIN MUTATION ANALYSIS"
[1] 3
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               34               116 
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               34               116 
[1] "4Q GAIN MUTATION ANALYSIS"
[1] 3
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
               27               123 
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
               27               123 
[1] "5P GAIN MUTATION ANALYSIS"
[1] 3
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               52                98 
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               52                98 
[1] "5Q GAIN MUTATION ANALYSIS"
[1] 3
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               43               107 
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               43               107 
[1] "6P GAIN MUTATION ANALYSIS"
[1] 3
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
               33               117 
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
               33               117 
[1] "6Q GAIN MUTATION ANALYSIS"
[1] 3
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               31               119 
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               31               119 
[1] "7P GAIN MUTATION ANALYSIS"
[1] 3
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
               46               104 
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
               46               104 
[1] "7Q GAIN MUTATION ANALYSIS"
[1] 3
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
               38               112 
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
               38               112 
[1] "8P GAIN MUTATION ANALYSIS"
[1] 3
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               34               116 
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               34               116 
[1] "8Q GAIN MUTATION ANALYSIS"
[1] 3
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
               39               111 
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
               39               111 
[1] "9P GAIN MUTATION ANALYSIS"
[1] 3
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
               30               120 
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
               30               120 
[1] "9Q GAIN MUTATION ANALYSIS"
[1] 3
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
               38               112 
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
               38               112 
[1] "10P GAIN MUTATION ANALYSIS"
[1] 3
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                13                137 
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                13                137 
[1] "10Q GAIN MUTATION ANALYSIS"
[1] 3
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                 5                145 
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                 5                145 
[1] "11P GAIN MUTATION ANALYSIS"
[1] 3
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                14                136 
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                14                136 
[1] "11Q GAIN MUTATION ANALYSIS"
[1] 3
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                13                137 
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                13                137 
[1] "12P GAIN MUTATION ANALYSIS"
[1] 3
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                20                130 
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                20                130 
[1] "12Q GAIN MUTATION ANALYSIS"
[1] 3
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                14                136 
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                14                136 
[1] "13Q GAIN MUTATION ANALYSIS"
[1] 3
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                 7                143 
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                 7                143 
[1] "14Q GAIN MUTATION ANALYSIS"
[1] 3
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                31                119 
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                31                119 
[1] "15Q GAIN MUTATION ANALYSIS"
[1] 3
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                39                111 
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                39                111 
[1] "16P GAIN MUTATION ANALYSIS"
[1] 3
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                25                125 
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                25                125 
[1] "16Q GAIN MUTATION ANALYSIS"
[1] 3
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                10                140 
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                10                140 
[1] "17P GAIN MUTATION ANALYSIS"
[1] 3
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                37                113 
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                37                113 
[1] "17Q GAIN MUTATION ANALYSIS"
[1] 3
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                34                116 
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                34                116 
[1] "18P GAIN MUTATION ANALYSIS"
[1] 3
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                26                124 
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                26                124 
[1] "18Q GAIN MUTATION ANALYSIS"
[1] 3
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                22                128 
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                22                128 
[1] "19P GAIN MUTATION ANALYSIS"
[1] 3
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                50                100 
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                50                100 
[1] "19Q GAIN MUTATION ANALYSIS"
[1] 3
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                36                114 
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                36                114 
[1] "20P GAIN MUTATION ANALYSIS"
[1] 3
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
                41                109 
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
                41                109 
[1] "20Q GAIN MUTATION ANALYSIS"
[1] 3
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
                52                 98 
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
                52                 98 
[1] "21Q GAIN MUTATION ANALYSIS"
[1] 3
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                39                111 
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                39                111 
[1] "22Q GAIN MUTATION ANALYSIS"
[1] 3
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                37                113 
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                37                113 
[1] "XQ GAIN MUTATION ANALYSIS"
[1] 3
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               19               131 
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               19               131 
[1] "1P LOSS MUTATION ANALYSIS"
[1] 3
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               22               128 
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               22               128 
[1] "1Q LOSS MUTATION ANALYSIS"
[1] 3
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               20               130 
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               20               130 
[1] "2P LOSS MUTATION ANALYSIS"
[1] 3
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               47               103 
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               47               103 
[1] "2Q LOSS MUTATION ANALYSIS"
[1] 3
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               40               110 
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               40               110 
[1] "3P LOSS MUTATION ANALYSIS"
[1] 3
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               30               120 
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               30               120 
[1] "3Q LOSS MUTATION ANALYSIS"
[1] 3
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               34               116 
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               34               116 
[1] "4P LOSS MUTATION ANALYSIS"
[1] 3
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               25               125 
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               25               125 
[1] "4Q LOSS MUTATION ANALYSIS"
[1] 3
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               27               123 
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               27               123 
[1] "5P LOSS MUTATION ANALYSIS"
[1] 3
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               14               136 
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               14               136 
[1] "5Q LOSS MUTATION ANALYSIS"
[1] 3
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               18               132 
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               18               132 
[1] "6P LOSS MUTATION ANALYSIS"
[1] 3
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               35               115 
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               35               115 
[1] "6Q LOSS MUTATION ANALYSIS"
[1] 3
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               25               125 
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               25               125 
[1] "7P LOSS MUTATION ANALYSIS"
[1] 3
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
               23               127 
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
               23               127 
[1] "7Q LOSS MUTATION ANALYSIS"
[1] 3
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               19               131 
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               19               131 
[1] "8P LOSS MUTATION ANALYSIS"
[1] 3
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               31               119 
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               31               119 
[1] "8Q LOSS MUTATION ANALYSIS"
[1] 3
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               21               129 
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               21               129 
[1] "9P LOSS MUTATION ANALYSIS"
[1] 3
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
               47               103 
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
               47               103 
[1] "9Q LOSS MUTATION ANALYSIS"
[1] 3
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               31               119 
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               31               119 
[1] "10P LOSS MUTATION ANALYSIS"
[1] 3
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                68                 82 
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                68                 82 
[1] "10Q LOSS MUTATION ANALYSIS"
[1] 3
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                78                 72 
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                78                 72 
[1] "11P LOSS MUTATION ANALYSIS"
[1] 3
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                56                 94 
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                56                 94 
[1] "11Q LOSS MUTATION ANALYSIS"
[1] 3
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                48                102 
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                48                102 
[1] "12P LOSS MUTATION ANALYSIS"
[1] 3
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                40                110 
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                40                110 
[1] "12Q LOSS MUTATION ANALYSIS"
[1] 3
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                33                117 
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                33                117 
[1] "13Q LOSS MUTATION ANALYSIS"
[1] 3
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                75                 75 
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                75                 75 
[1] "14Q LOSS MUTATION ANALYSIS"
[1] 3
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                44                106 
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                44                106 
[1] "15Q LOSS MUTATION ANALYSIS"
[1] 3
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                25                125 
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                25                125 
[1] "16P LOSS MUTATION ANALYSIS"
[1] 3
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                42                108 
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                42                108 
[1] "16Q LOSS MUTATION ANALYSIS"
[1] 3
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                74                 76 
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                74                 76 
[1] "17P LOSS MUTATION ANALYSIS"
[1] 3
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                29                121 
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                29                121 
[1] "17Q LOSS MUTATION ANALYSIS"
[1] 3
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                27                123 
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                27                123 
[1] "18P LOSS MUTATION ANALYSIS"
[1] 3
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                36                114 
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                36                114 
[1] "18Q LOSS MUTATION ANALYSIS"
[1] 3
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                38                112 
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                38                112 
[1] "19P LOSS MUTATION ANALYSIS"
[1] 3
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                11                139 
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                11                139 
[1] "19Q LOSS MUTATION ANALYSIS"
[1] 3
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                22                128 
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                22                128 
[1] "20P LOSS MUTATION ANALYSIS"
[1] 3
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                25                125 
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                25                125 
[1] "20Q LOSS MUTATION ANALYSIS"
[1] 3
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                10                140 
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                10                140 
[1] "21Q LOSS MUTATION ANALYSIS"
[1] 3
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                26                124 
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                26                124 
[1] "22Q LOSS MUTATION ANALYSIS"
[1] 3
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                43                107 
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                43                107 
[1] "XQ LOSS MUTATION ANALYSIS"
[1] 3
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               58                92 
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               58                92 
[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 150 columns.

Variable 1:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=7,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'MRNASEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MIRSEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MIRSEQ_MATURE_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
[5] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[7] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 150 columns, 0 survival variables, and 8 non-survival variables.
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=7, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = 1P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        5     22      6
  1P GAIN WILD-TYPE     36     33     48
D1V1, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               5                36
  CLUS_2              22                33
  CLUS_3               6                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  1P GAIN MUTATED        2      8      1     11      1      8      2
  1P GAIN WILD-TYPE     28     20     14     10     17     27      1
D1V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        5      9      8
  1P GAIN WILD-TYPE     36     21     24
D1V3, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               5                36
  CLUS_2               9                21
  CLUS_3               8                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       11     11      0
  1P GAIN WILD-TYPE     35     42      4
D1V4, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              11                35
  CLUS_2              11                42
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       11     17      4
  1P GAIN WILD-TYPE     53     46     18
D1V5, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              11                53
  CLUS_2              17                46
  CLUS_3               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       20      0     12
  1P GAIN WILD-TYPE     62      2     53
D1V6, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              20                62
  CLUS_2               0                 2
  CLUS_3              12                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       12     16      4
  1P GAIN WILD-TYPE     50     49     18
D1V7, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              12                50
  CLUS_2              16                49
  CLUS_3               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        0     13     19
  1P GAIN WILD-TYPE      2     52     63
D1V8, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2              13                52
  CLUS_3              19                63

Clustering(2) Variable = 1Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED        6     22      7
  1Q GAIN WILD-TYPE     35     33     47
D2V1, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               6                35
  CLUS_2              22                33
  CLUS_3               7                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  1Q GAIN MUTATED        1      5      3      8      4     12      2
  1Q GAIN WILD-TYPE     29     23     12     13     14     23      1
D2V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED        5     10     11
  1Q GAIN WILD-TYPE     36     20     21
D2V3, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               5                36
  CLUS_2              10                20
  CLUS_3              11                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       17      9      0
  1Q GAIN WILD-TYPE     29     44      4
D2V4, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              17                29
  CLUS_2               9                44
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       18     12      4
  1Q GAIN WILD-TYPE     46     51     18
D2V5, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              18                46
  CLUS_2              12                51
  CLUS_3               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       15      0     19
  1Q GAIN WILD-TYPE     67      2     46
D2V6, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              15                67
  CLUS_2               0                 2
  CLUS_3              19                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       19     11      4
  1Q GAIN WILD-TYPE     43     54     18
D2V7, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              19                43
  CLUS_2              11                54
  CLUS_3               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED        0     20     14
  1Q GAIN WILD-TYPE      2     45     68
D2V8, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2              20                45
  CLUS_3              14                68

Clustering(3) Variable = 2P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       11      3      2
  2P GAIN WILD-TYPE     30     52     52
D3V1, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              11                30
  CLUS_2               3                52
  CLUS_3               2                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  2P GAIN MUTATED        2      4      6      3      0      1      0
  2P GAIN WILD-TYPE     28     24      9     18     18     34      3
D3V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        3      5      1
  2P GAIN WILD-TYPE     38     25     31
D3V3, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               3                38
  CLUS_2               5                25
  CLUS_3               1                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        1      8      0
  2P GAIN WILD-TYPE     45     45      4
D3V4, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               1                45
  CLUS_2               8                45
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        2     13      1
  2P GAIN WILD-TYPE     62     50     21
D3V5, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               2                62
  CLUS_2              13                50
  CLUS_3               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       14      0      2
  2P GAIN WILD-TYPE     68      2     63
D3V6, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              14                68
  CLUS_2               0                 2
  CLUS_3               2                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        2     13      1
  2P GAIN WILD-TYPE     60     52     21
D3V7, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               2                60
  CLUS_2              13                52
  CLUS_3               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        0      2     14
  2P GAIN WILD-TYPE      2     63     68
D3V8, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2               2                63
  CLUS_3              14                68

Clustering(4) Variable = 2Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        8      4      1
  2Q GAIN WILD-TYPE     33     51     53
D4V1, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               8                33
  CLUS_2               4                51
  CLUS_3               1                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  2Q GAIN MUTATED        2      3      4      3      0      1      0
  2Q GAIN WILD-TYPE     28     25     11     18     18     34      3
D4V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        3      3      1
  2Q GAIN WILD-TYPE     38     27     31
D4V3, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               3                38
  CLUS_2               3                27
  CLUS_3               1                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        1      6      0
  2Q GAIN WILD-TYPE     45     47      4
D4V4, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               1                45
  CLUS_2               6                47
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        2     10      1
  2Q GAIN WILD-TYPE     62     53     21
D4V5, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               2                62
  CLUS_2              10                53
  CLUS_3               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       11      0      2
  2Q GAIN WILD-TYPE     71      2     63
D4V6, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              11                71
  CLUS_2               0                 2
  CLUS_3               2                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        2     10      1
  2Q GAIN WILD-TYPE     60     55     21
D4V7, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               2                60
  CLUS_2              10                55
  CLUS_3               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        0      2     11
  2Q GAIN WILD-TYPE      2     63     71
D4V8, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2               2                63
  CLUS_3              11                71

Clustering(5) Variable = 3P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        1      9      6
  3P GAIN WILD-TYPE     40     46     48
D5V1, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               1                40
  CLUS_2               9                46
  CLUS_3               6                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  3P GAIN MUTATED        4      0      0      5      0      7      0
  3P GAIN WILD-TYPE     26     28     15     16     18     28      3
D5V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        1      4      6
  3P GAIN WILD-TYPE     40     26     26
D5V3, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               1                40
  CLUS_2               4                26
  CLUS_3               6                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        7      3      1
  3P GAIN WILD-TYPE     39     50      3
D5V4, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               7                39
  CLUS_2               3                50
  CLUS_3               1                 3
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        8      6      2
  3P GAIN WILD-TYPE     56     57     20
D5V5, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               8                56
  CLUS_2               6                57
  CLUS_3               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        8      0      8
  3P GAIN WILD-TYPE     74      2     57
D5V6, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               8                74
  CLUS_2               0                 2
  CLUS_3               8                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        8      5      3
  3P GAIN WILD-TYPE     54     60     19
D5V7, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               8                54
  CLUS_2               5                60
  CLUS_3               3                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        0      9      7
  3P GAIN WILD-TYPE      2     56     75
D5V8, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2               9                56
  CLUS_3               7                75

Clustering(6) Variable = 3Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        1      8      6
  3Q GAIN WILD-TYPE     40     47     48
D6V1, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               1                40
  CLUS_2               8                47
  CLUS_3               6                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  3Q GAIN MUTATED        4      0      1      5      0      5      0
  3Q GAIN WILD-TYPE     26     28     14     16     18     30      3
D6V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        1      5      4
  3Q GAIN WILD-TYPE     40     25     28
D6V3, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               1                40
  CLUS_2               5                25
  CLUS_3               4                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        5      4      1
  3Q GAIN WILD-TYPE     41     49      3
D6V4, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               5                41
  CLUS_2               4                49
  CLUS_3               1                 3
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        7      6      2
  3Q GAIN WILD-TYPE     57     57     20
D6V5, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               7                57
  CLUS_2               6                57
  CLUS_3               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        8      0      7
  3Q GAIN WILD-TYPE     74      2     58
D6V6, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               8                74
  CLUS_2               0                 2
  CLUS_3               7                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        7      5      3
  3Q GAIN WILD-TYPE     55     60     19
D6V7, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               7                55
  CLUS_2               5                60
  CLUS_3               3                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        0      8      7
  3Q GAIN WILD-TYPE      2     57     75
D6V8, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2               8                57
  CLUS_3               7                75

Clustering(7) Variable = 4P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        5     21      8
  4P GAIN WILD-TYPE     36     34     46
D7V1, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               5                36
  CLUS_2              21                34
  CLUS_3               8                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  4P GAIN MUTATED        5      8      1     12      1      6      1
  4P GAIN WILD-TYPE     25     20     14      9     17     29      2
D7V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        5      6      5
  4P GAIN WILD-TYPE     36     24     27
D7V3, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               5                36
  CLUS_2               6                24
  CLUS_3               5                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        8      8      0
  4P GAIN WILD-TYPE     38     45      4
D7V4, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               8                38
  CLUS_2               8                45
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        8     17      8
  4P GAIN WILD-TYPE     56     46     14
D7V5, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               8                56
  CLUS_2              17                46
  CLUS_3               8                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       24      0      9
  4P GAIN WILD-TYPE     58      2     56
D7V6, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              24                58
  CLUS_2               0                 2
  CLUS_3               9                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        8     17      8
  4P GAIN WILD-TYPE     54     48     14
D7V7, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               8                54
  CLUS_2              17                48
  CLUS_3               8                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        0      8     25
  4P GAIN WILD-TYPE      2     57     57
D7V8, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2               8                57
  CLUS_3              25                57

Clustering(8) Variable = 4Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        5     14      8
  4Q GAIN WILD-TYPE     36     41     46
D8V1, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               5                36
  CLUS_2              14                41
  CLUS_3               8                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  4Q GAIN MUTATED        5      8      0      7      1      5      1
  4Q GAIN WILD-TYPE     25     20     15     14     17     30      2
D8V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        7      5      4
  4Q GAIN WILD-TYPE     34     25     28
D8V3, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               7                34
  CLUS_2               5                25
  CLUS_3               4                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        7      9      0
  4Q GAIN WILD-TYPE     39     44      4
D8V4, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               7                39
  CLUS_2               9                44
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        8     12      6
  4Q GAIN WILD-TYPE     56     51     16
D8V5, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               8                56
  CLUS_2              12                51
  CLUS_3               6                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       17      0      9
  4Q GAIN WILD-TYPE     65      2     56
D8V6, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              17                65
  CLUS_2               0                 2
  CLUS_3               9                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        7     12      7
  4Q GAIN WILD-TYPE     55     53     15
D8V7, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               7                55
  CLUS_2              12                53
  CLUS_3               7                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        0      8     18
  4Q GAIN WILD-TYPE      2     57     64
D8V8, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2               8                57
  CLUS_3              18                64

Clustering(9) Variable = 5P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       11     30     11
  5P GAIN WILD-TYPE     30     25     43
D9V1, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              11                30
  CLUS_2              30                25
  CLUS_3              11                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  5P GAIN MUTATED       10     11      5     12      0     14      0
  5P GAIN WILD-TYPE     20     17     10      9     18     21      3
D9V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       12      5     14
  5P GAIN WILD-TYPE     29     25     18
D9V3, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              12                29
  CLUS_2               5                25
  CLUS_3              14                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       14     16      1
  5P GAIN WILD-TYPE     32     37      3
D9V4, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              14                32
  CLUS_2              16                37
  CLUS_3               1                 3
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       21     22      9
  5P GAIN WILD-TYPE     43     41     13
D9V5, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              21                43
  CLUS_2              22                41
  CLUS_3               9                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       31      0     21
  5P GAIN WILD-TYPE     51      2     44
D9V6, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              31                51
  CLUS_2               0                 2
  CLUS_3              21                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       20     21     11
  5P GAIN WILD-TYPE     42     44     11
D9V7, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              20                42
  CLUS_2              21                44
  CLUS_3              11                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        0     22     30
  5P GAIN WILD-TYPE      2     43     52
D9V8, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2              22                43
  CLUS_3              30                52

Clustering(10) Variable = 5Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        8     25     10
  5Q GAIN WILD-TYPE     33     30     44
D10V1, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               8                33
  CLUS_2              25                30
  CLUS_3              10                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  5Q GAIN MUTATED        9      6      5     11      0     11      1
  5Q GAIN WILD-TYPE     21     22     10     10     18     24      2
D10V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       10      6     11
  5Q GAIN WILD-TYPE     31     24     21
D10V3, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              10                31
  CLUS_2               6                24
  CLUS_3              11                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       12     14      1
  5Q GAIN WILD-TYPE     34     39      3
D10V4, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              12                34
  CLUS_2              14                39
  CLUS_3               1                 3
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       19     15      9
  5Q GAIN WILD-TYPE     45     48     13
D10V5, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              19                45
  CLUS_2              15                48
  CLUS_3               9                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       24      0     19
  5Q GAIN WILD-TYPE     58      2     46
D10V6, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              24                58
  CLUS_2               0                 2
  CLUS_3              19                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       17     15     11
  5Q GAIN WILD-TYPE     45     50     11
D10V7, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              17                45
  CLUS_2              15                50
  CLUS_3              11                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        0     20     23
  5Q GAIN WILD-TYPE      2     45     59
D10V8, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2              20                45
  CLUS_3              23                59

Clustering(11) Variable = 6P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        8     21      4
  6P GAIN WILD-TYPE     33     34     50
D11V1, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               8                33
  CLUS_2              21                34
  CLUS_3               4                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  6P GAIN MUTATED        6     13      4      7      0      2      1
  6P GAIN WILD-TYPE     24     15     11     14     18     33      2
D11V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       11      7      1
  6P GAIN WILD-TYPE     30     23     31
D11V3, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              11                30
  CLUS_2               7                23
  CLUS_3               1                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        3     16      0
  6P GAIN WILD-TYPE     43     37      4
D11V4, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               3                43
  CLUS_2              16                37
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        7     17      8
  6P GAIN WILD-TYPE     57     46     14
D11V5, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               7                57
  CLUS_2              17                46
  CLUS_3               8                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       25      0      7
  6P GAIN WILD-TYPE     57      2     58
D11V6, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              25                57
  CLUS_2               0                 2
  CLUS_3               7                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        6     17      9
  6P GAIN WILD-TYPE     56     48     13
D11V7, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               6                56
  CLUS_2              17                48
  CLUS_3               9                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        0      8     24
  6P GAIN WILD-TYPE      2     57     58
D11V8, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2               8                57
  CLUS_3              24                58

Clustering(12) Variable = 6Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       11     16      4
  6Q GAIN WILD-TYPE     30     39     50
D12V1, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              11                30
  CLUS_2              16                39
  CLUS_3               4                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  6Q GAIN MUTATED        6     14      3      4      0      3      1
  6Q GAIN WILD-TYPE     24     14     12     17     18     32      2
D12V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       13      6      2
  6Q GAIN WILD-TYPE     28     24     30
D12V3, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              13                28
  CLUS_2               6                24
  CLUS_3               2                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        4     17      0
  6Q GAIN WILD-TYPE     42     36      4
D12V4, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               4                42
  CLUS_2              17                36
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        6     16      8
  6Q GAIN WILD-TYPE     58     47     14
D12V5, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               6                58
  CLUS_2              16                47
  CLUS_3               8                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       24      0      6
  6Q GAIN WILD-TYPE     58      2     59
D12V6, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              24                58
  CLUS_2               0                 2
  CLUS_3               6                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        5     16      9
  6Q GAIN WILD-TYPE     57     49     13
D12V7, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               5                57
  CLUS_2              16                49
  CLUS_3               9                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        0      7     23
  6Q GAIN WILD-TYPE      2     58     59
D12V8, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2               7                58
  CLUS_3              23                59

Clustering(13) Variable = 7P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       11     26      9
  7P GAIN WILD-TYPE     30     29     45
D13V1, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              11                30
  CLUS_2              26                29
  CLUS_3               9                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  7P GAIN MUTATED        7     12      8      7      1      9      2
  7P GAIN WILD-TYPE     23     16      7     14     17     26      1
D13V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        8     13      7
  7P GAIN WILD-TYPE     33     17     25
D13V3, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               8                33
  CLUS_2              13                17
  CLUS_3               7                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       11     17      0
  7P GAIN WILD-TYPE     35     36      4
D13V4, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              11                35
  CLUS_2              17                36
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       15     22      8
  7P GAIN WILD-TYPE     49     41     14
D13V5, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              15                49
  CLUS_2              22                41
  CLUS_3               8                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       29      1     15
  7P GAIN WILD-TYPE     53      1     50
D13V6, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              29                53
  CLUS_2               1                 1
  CLUS_3              15                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       13     23      9
  7P GAIN WILD-TYPE     49     42     13
D13V7, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              13                49
  CLUS_2              23                42
  CLUS_3               9                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        1     16     28
  7P GAIN WILD-TYPE      1     49     54
D13V8, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               1                 1
  CLUS_2              16                49
  CLUS_3              28                54

Clustering(14) Variable = 7Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        8     23      7
  7Q GAIN WILD-TYPE     33     32     47
D14V1, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               8                33
  CLUS_2              23                32
  CLUS_3               7                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  7Q GAIN MUTATED        7     11      4      7      0      8      1
  7Q GAIN WILD-TYPE     23     17     11     14     18     27      2
D14V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        9      9      6
  7Q GAIN WILD-TYPE     32     21     26
D14V3, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               9                32
  CLUS_2               9                21
  CLUS_3               6                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        8     16      0
  7Q GAIN WILD-TYPE     38     37      4
D14V4, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               8                38
  CLUS_2              16                37
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       13     17      8
  7Q GAIN WILD-TYPE     51     46     14
D14V5, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              13                51
  CLUS_2              17                46
  CLUS_3               8                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       25      1     12
  7Q GAIN WILD-TYPE     57      1     53
D14V6, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              25                57
  CLUS_2               1                 1
  CLUS_3              12                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       11     18      9
  7Q GAIN WILD-TYPE     51     47     13
D14V7, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              11                51
  CLUS_2              18                47
  CLUS_3               9                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        1     13     24
  7Q GAIN WILD-TYPE      1     52     58
D14V8, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               1                 1
  CLUS_2              13                52
  CLUS_3              24                58

Clustering(15) Variable = 8P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        5     20      9
  8P GAIN WILD-TYPE     36     35     45
D15V1, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               5                36
  CLUS_2              20                35
  CLUS_3               9                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  8P GAIN MUTATED        8      5      5      6      1      8      1
  8P GAIN WILD-TYPE     22     23     10     15     17     27      2
D15V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        6      7      9
  8P GAIN WILD-TYPE     35     23     23
D15V3, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               6                35
  CLUS_2               7                23
  CLUS_3               9                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       10     11      1
  8P GAIN WILD-TYPE     36     42      3
D15V4, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              10                36
  CLUS_2              11                42
  CLUS_3               1                 3
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       15     14      5
  8P GAIN WILD-TYPE     49     49     17
D15V5, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              15                49
  CLUS_2              14                49
  CLUS_3               5                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       18      0     16
  8P GAIN WILD-TYPE     64      2     49
D15V6, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              18                64
  CLUS_2               0                 2
  CLUS_3              16                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       13     14      7
  8P GAIN WILD-TYPE     49     51     15
D15V7, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              13                49
  CLUS_2              14                51
  CLUS_3               7                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        0     16     18
  8P GAIN WILD-TYPE      2     49     64
D15V8, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2              16                49
  CLUS_3              18                64

Clustering(16) Variable = 8Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED        7     21     11
  8Q GAIN WILD-TYPE     34     34     43
D16V1, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1               7                34
  CLUS_2              21                34
  CLUS_3              11                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  8Q GAIN MUTATED        6      5      8      7      1     10      2
  8Q GAIN WILD-TYPE     24     23      7     14     17     25      1
D16V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED        5     11     10
  8Q GAIN WILD-TYPE     36     19     22
D16V3, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1               5                36
  CLUS_2              11                19
  CLUS_3              10                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       13     12      1
  8Q GAIN WILD-TYPE     33     41      3
D16V4, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              13                33
  CLUS_2              12                41
  CLUS_3               1                 3
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       17     16      5
  8Q GAIN WILD-TYPE     47     47     17
D16V5, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              17                47
  CLUS_2              16                47
  CLUS_3               5                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       19      1     18
  8Q GAIN WILD-TYPE     63      1     47
D16V6, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              19                63
  CLUS_2               1                 1
  CLUS_3              18                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       17     15      6
  8Q GAIN WILD-TYPE     45     50     16
D16V7, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              17                45
  CLUS_2              15                50
  CLUS_3               6                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED        1     18     19
  8Q GAIN WILD-TYPE      1     47     63
D16V8, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1               1                 1
  CLUS_2              18                47
  CLUS_3              19                63

Clustering(17) Variable = 9P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        6     19      5
  9P GAIN WILD-TYPE     35     36     49
D17V1, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               6                35
  CLUS_2              19                36
  CLUS_3               5                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  9P GAIN MUTATED        4      9      3      8      1      4      1
  9P GAIN WILD-TYPE     26     19     12     13     17     31      2
D17V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       10      4      3
  9P GAIN WILD-TYPE     31     26     29
D17V3, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              10                31
  CLUS_2               4                26
  CLUS_3               3                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        5     12      0
  9P GAIN WILD-TYPE     41     41      4
D17V4, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               5                41
  CLUS_2              12                41
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        8     16      6
  9P GAIN WILD-TYPE     56     47     16
D17V5, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               8                56
  CLUS_2              16                47
  CLUS_3               6                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       20      1      9
  9P GAIN WILD-TYPE     62      1     56
D17V6, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              20                62
  CLUS_2               1                 1
  CLUS_3               9                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        8     16      6
  9P GAIN WILD-TYPE     54     49     16
D17V7, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               8                54
  CLUS_2              16                49
  CLUS_3               6                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        1      9     20
  9P GAIN WILD-TYPE      1     56     62
D17V8, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               1                 1
  CLUS_2               9                56
  CLUS_3              20                62

Clustering(18) Variable = 9Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        8     24      6
  9Q GAIN WILD-TYPE     33     31     48
D18V1, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               8                33
  CLUS_2              24                31
  CLUS_3               6                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  9Q GAIN MUTATED        7     11      3      9      1      7      0
  9Q GAIN WILD-TYPE     23     17     12     12     17     28      3
D18V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       13      5      6
  9Q GAIN WILD-TYPE     28     25     26
D18V3, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              13                28
  CLUS_2               5                25
  CLUS_3               6                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        7     17      0
  9Q GAIN WILD-TYPE     39     36      4
D18V4, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               7                39
  CLUS_2              17                36
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       12     17      9
  9Q GAIN WILD-TYPE     52     46     13
D18V5, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              12                52
  CLUS_2              17                46
  CLUS_3               9                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       25      1     12
  9Q GAIN WILD-TYPE     57      1     53
D18V6, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              25                57
  CLUS_2               1                 1
  CLUS_3              12                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       11     17     10
  9Q GAIN WILD-TYPE     51     48     12
D18V7, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              11                51
  CLUS_2              17                48
  CLUS_3              10                12
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        1     12     25
  9Q GAIN WILD-TYPE      1     53     57
D18V8, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               1                 1
  CLUS_2              12                53
  CLUS_3              25                57

Clustering(19) Variable = 10P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        2      9      2
  10P GAIN WILD-TYPE     39     46     52
D19V1, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                2                 39
  CLUS_2                9                 46
  CLUS_3                2                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  10P GAIN MUTATED        4      2      1      2      0      2      2
  10P GAIN WILD-TYPE     26     26     14     19     18     33      1
D19V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        4      3      2
  10P GAIN WILD-TYPE     37     27     30
D19V3, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                4                 37
  CLUS_2                3                 27
  CLUS_3                2                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        4      4      1
  10P GAIN WILD-TYPE     42     49      3
D19V4, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                4                 42
  CLUS_2                4                 49
  CLUS_3                1                  3
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        6      4      2
  10P GAIN WILD-TYPE     58     59     20
D19V5, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                6                 58
  CLUS_2                4                 59
  CLUS_3                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        6      0      6
  10P GAIN WILD-TYPE     76      2     59
D19V6, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                6                 76
  CLUS_2                0                  2
  CLUS_3                6                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        5      4      3
  10P GAIN WILD-TYPE     57     61     19
D19V7, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                5                 57
  CLUS_2                4                 61
  CLUS_3                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        0      6      6
  10P GAIN WILD-TYPE      2     59     76
D19V8, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2                6                 59
  CLUS_3                6                 76

Clustering(20) Variable = 10Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        2      2      1
  10Q GAIN WILD-TYPE     39     53     53
D20V1, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                2                 39
  CLUS_2                2                 53
  CLUS_3                1                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  10Q GAIN MUTATED        3      0      1      0      0      0      1
  10Q GAIN WILD-TYPE     27     28     14     21     18     35      2
D20V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        2      1      0
  10Q GAIN WILD-TYPE     39     29     32
D20V3, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                2                 39
  CLUS_2                1                 29
  CLUS_3                0                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        1      1      1
  10Q GAIN WILD-TYPE     45     52      3
D20V4, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                1                 45
  CLUS_2                1                 52
  CLUS_3                1                  3
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        2      1      1
  10Q GAIN WILD-TYPE     62     62     21
D20V5, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                2                 62
  CLUS_2                1                 62
  CLUS_3                1                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        2      0      2
  10Q GAIN WILD-TYPE     80      2     63
D20V6, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                2                 80
  CLUS_2                0                  2
  CLUS_3                2                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        1      1      2
  10Q GAIN WILD-TYPE     61     64     20
D20V7, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                1                 61
  CLUS_2                1                 64
  CLUS_3                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        0      2      2
  10Q GAIN WILD-TYPE      2     63     80
D20V8, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2                2                 63
  CLUS_3                2                 80

Clustering(21) Variable = 11P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        1      8      5
  11P GAIN WILD-TYPE     40     47     49
D21V1, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                1                 40
  CLUS_2                8                 47
  CLUS_3                5                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  11P GAIN MUTATED        3      3      1      4      1      1      1
  11P GAIN WILD-TYPE     27     25     14     17     17     34      2
D21V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        1      4      1
  11P GAIN WILD-TYPE     40     26     31
D21V3, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                1                 40
  CLUS_2                4                 26
  CLUS_3                1                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        3      3      0
  11P GAIN WILD-TYPE     43     50      4
D21V4, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                3                 43
  CLUS_2                3                 50
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        5      6      3
  11P GAIN WILD-TYPE     59     57     19
D21V5, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                5                 59
  CLUS_2                6                 57
  CLUS_3                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        9      0      5
  11P GAIN WILD-TYPE     73      2     60
D21V6, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                9                 73
  CLUS_2                0                  2
  CLUS_3                5                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        4      6      4
  11P GAIN WILD-TYPE     58     59     18
D21V7, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                4                 58
  CLUS_2                6                 59
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        0      5      9
  11P GAIN WILD-TYPE      2     60     73
D21V8, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2                5                 60
  CLUS_3                9                 73

Clustering(22) Variable = 11Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        2      6      5
  11Q GAIN WILD-TYPE     39     49     49
D22V1, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                2                 39
  CLUS_2                6                 49
  CLUS_3                5                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  11Q GAIN MUTATED        2      1      1      4      2      2      1
  11Q GAIN WILD-TYPE     28     27     14     17     16     33      2
D22V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        1      4      3
  11Q GAIN WILD-TYPE     40     26     29
D22V3, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                1                 40
  CLUS_2                4                 26
  CLUS_3                3                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        5      3      0
  11Q GAIN WILD-TYPE     41     50      4
D22V4, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                5                 41
  CLUS_2                3                 50
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        6      6      1
  11Q GAIN WILD-TYPE     58     57     21
D22V5, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                6                 58
  CLUS_2                6                 57
  CLUS_3                1                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        7      0      6
  11Q GAIN WILD-TYPE     75      2     59
D22V6, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                7                 75
  CLUS_2                0                  2
  CLUS_3                6                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        6      6      1
  11Q GAIN WILD-TYPE     56     59     21
D22V7, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                6                 56
  CLUS_2                6                 59
  CLUS_3                1                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        0      6      7
  11Q GAIN WILD-TYPE      2     59     75
D22V8, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2                6                 59
  CLUS_3                7                 75

Clustering(23) Variable = 12P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        7      8      5
  12P GAIN WILD-TYPE     34     47     49
D23V1, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                7                 34
  CLUS_2                8                 47
  CLUS_3                5                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  12P GAIN MUTATED        7      4      5      1      0      3      0
  12P GAIN WILD-TYPE     23     24     10     20     18     32      3
D23V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        5      5      3
  12P GAIN WILD-TYPE     36     25     29
D23V3, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                5                 36
  CLUS_2                5                 25
  CLUS_3                3                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        3     10      0
  12P GAIN WILD-TYPE     43     43      4
D23V4, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                3                 43
  CLUS_2               10                 43
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        6     10      4
  12P GAIN WILD-TYPE     58     53     18
D23V5, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                6                 58
  CLUS_2               10                 53
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       14      0      6
  12P GAIN WILD-TYPE     68      2     59
D23V6, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               14                 68
  CLUS_2                0                  2
  CLUS_3                6                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        6     10      4
  12P GAIN WILD-TYPE     56     55     18
D23V7, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                6                 56
  CLUS_2               10                 55
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        0      6     14
  12P GAIN WILD-TYPE      2     59     68
D23V8, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2                6                 59
  CLUS_3               14                 68

Clustering(24) Variable = 12Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        3      7      4
  12Q GAIN WILD-TYPE     38     48     50
D24V1, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                3                 38
  CLUS_2                7                 48
  CLUS_3                4                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  12Q GAIN MUTATED        4      4      2      1      0      2      1
  12Q GAIN WILD-TYPE     26     24     13     20     18     33      2
D24V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        2      4      2
  12Q GAIN WILD-TYPE     39     26     30
D24V3, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                2                 39
  CLUS_2                4                 26
  CLUS_3                2                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        3      5      0
  12Q GAIN WILD-TYPE     43     48      4
D24V4, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                3                 43
  CLUS_2                5                 48
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        3      7      3
  12Q GAIN WILD-TYPE     61     56     19
D24V5, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                3                 61
  CLUS_2                7                 56
  CLUS_3                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       10      0      3
  12Q GAIN WILD-TYPE     72      2     62
D24V6, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               10                 72
  CLUS_2                0                  2
  CLUS_3                3                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        3      7      3
  12Q GAIN WILD-TYPE     59     58     19
D24V7, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                3                 59
  CLUS_2                7                 58
  CLUS_3                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        0      3     10
  12Q GAIN WILD-TYPE      2     62     72
D24V8, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2                3                 62
  CLUS_3               10                 72

Clustering(25) Variable = 13Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        0      3      4
  13Q GAIN WILD-TYPE     41     52     50
D25V1, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                0                 41
  CLUS_2                3                 52
  CLUS_3                4                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  13Q GAIN MUTATED        0      1      0      0      1      4      1
  13Q GAIN WILD-TYPE     30     27     15     21     17     31      2
D25V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        0      2      4
  13Q GAIN WILD-TYPE     41     28     28
D25V3, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                0                 41
  CLUS_2                2                 28
  CLUS_3                4                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        6      0      0
  13Q GAIN WILD-TYPE     40     53      4
D25V4, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                6                 40
  CLUS_2                0                 53
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        4      2      0
  13Q GAIN WILD-TYPE     60     61     22
D25V5, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                4                 60
  CLUS_2                2                 61
  CLUS_3                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        1      0      5
  13Q GAIN WILD-TYPE     81      2     60
D25V6, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                1                 81
  CLUS_2                0                  2
  CLUS_3                5                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        4      2      0
  13Q GAIN WILD-TYPE     58     63     22
D25V7, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                4                 58
  CLUS_2                2                 63
  CLUS_3                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        0      4      2
  13Q GAIN WILD-TYPE      2     61     80
D25V8, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2                4                 61
  CLUS_3                2                 80

Clustering(26) Variable = 14Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        8     15      8
  14Q GAIN WILD-TYPE     33     40     46
D26V1, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                8                 33
  CLUS_2               15                 40
  CLUS_3                8                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  14Q GAIN MUTATED        2      7      4      8      1      8      1
  14Q GAIN WILD-TYPE     28     21     11     13     17     27      2
D26V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        4      4      8
  14Q GAIN WILD-TYPE     37     26     24
D26V3, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                4                 37
  CLUS_2                4                 26
  CLUS_3                8                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        9      7      0
  14Q GAIN WILD-TYPE     37     46      4
D26V4, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                9                 37
  CLUS_2                7                 46
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       10     17      4
  14Q GAIN WILD-TYPE     54     46     18
D26V5, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               10                 54
  CLUS_2               17                 46
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       22      0      9
  14Q GAIN WILD-TYPE     60      2     56
D26V6, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               22                 60
  CLUS_2                0                  2
  CLUS_3                9                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       10     17      4
  14Q GAIN WILD-TYPE     52     48     18
D26V7, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               10                 52
  CLUS_2               17                 48
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        0      9     22
  14Q GAIN WILD-TYPE      2     56     60
D26V8, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2                9                 56
  CLUS_3               22                 60

Clustering(27) Variable = 15Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        7     20     12
  15Q GAIN WILD-TYPE     34     35     42
D27V1, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                7                 34
  CLUS_2               20                 35
  CLUS_3               12                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  15Q GAIN MUTATED        6      5      6      4      1     14      3
  15Q GAIN WILD-TYPE     24     23      9     17     17     21      0
D27V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        4      4     15
  15Q GAIN WILD-TYPE     37     26     17
D27V3, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                4                 37
  CLUS_2                4                 26
  CLUS_3               15                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       17      6      0
  15Q GAIN WILD-TYPE     29     47      4
D27V4, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               17                 29
  CLUS_2                6                 47
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       19     16      3
  15Q GAIN WILD-TYPE     45     47     19
D27V5, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               19                 45
  CLUS_2               16                 47
  CLUS_3                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       20      0     18
  15Q GAIN WILD-TYPE     62      2     47
D27V6, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               20                 62
  CLUS_2                0                  2
  CLUS_3               18                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       19     15      4
  15Q GAIN WILD-TYPE     43     50     18
D27V7, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               19                 43
  CLUS_2               15                 50
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        0     18     20
  15Q GAIN WILD-TYPE      2     47     62
D27V8, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2               18                 47
  CLUS_3               20                 62

Clustering(28) Variable = 16P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        9     13      3
  16P GAIN WILD-TYPE     32     42     51
D28V1, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                9                 32
  CLUS_2               13                 42
  CLUS_3                3                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  16P GAIN MUTATED        1      9      5      3      1      5      1
  16P GAIN WILD-TYPE     29     19     10     18     17     30      2
D28V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        6      5      5
  16P GAIN WILD-TYPE     35     25     27
D28V3, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                6                 35
  CLUS_2                5                 25
  CLUS_3                5                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        7      9      0
  16P GAIN WILD-TYPE     39     44      4
D28V4, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                7                 39
  CLUS_2                9                 44
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        9     13      3
  16P GAIN WILD-TYPE     55     50     19
D28V5, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                9                 55
  CLUS_2               13                 50
  CLUS_3                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       14      0     11
  16P GAIN WILD-TYPE     68      2     54
D28V6, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               14                 68
  CLUS_2                0                  2
  CLUS_3               11                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        9     13      3
  16P GAIN WILD-TYPE     53     52     19
D28V7, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                9                 53
  CLUS_2               13                 52
  CLUS_3                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        0     11     14
  16P GAIN WILD-TYPE      2     54     68
D28V8, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2               11                 54
  CLUS_3               14                 68

Clustering(29) Variable = 16Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        5      4      1
  16Q GAIN WILD-TYPE     36     51     53
D29V1, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                5                 36
  CLUS_2                4                 51
  CLUS_3                1                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  16Q GAIN MUTATED        0      3      3      3      0      1      0
  16Q GAIN WILD-TYPE     30     25     12     18     18     34      3
D29V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        2      2      1
  16Q GAIN WILD-TYPE     39     28     31
D29V3, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                2                 39
  CLUS_2                2                 28
  CLUS_3                1                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        1      4      0
  16Q GAIN WILD-TYPE     45     49      4
D29V4, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                1                 45
  CLUS_2                4                 49
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        1      7      2
  16Q GAIN WILD-TYPE     63     56     20
D29V5, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                1                 63
  CLUS_2                7                 56
  CLUS_3                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        7      0      3
  16Q GAIN WILD-TYPE     75      2     62
D29V6, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                7                 75
  CLUS_2                0                  2
  CLUS_3                3                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        1      7      2
  16Q GAIN WILD-TYPE     61     58     20
D29V7, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                1                 61
  CLUS_2                7                 58
  CLUS_3                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        0      3      7
  16Q GAIN WILD-TYPE      2     62     75
D29V8, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2                3                 62
  CLUS_3                7                 75

Clustering(30) Variable = 17P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        8     21      8
  17P GAIN WILD-TYPE     33     34     46
D30V1, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                8                 33
  CLUS_2               21                 34
  CLUS_3                8                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  17P GAIN MUTATED        6     10      5     10      1      5      0
  17P GAIN WILD-TYPE     24     18     10     11     17     30      3
D30V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        6      7      4
  17P GAIN WILD-TYPE     35     23     28
D30V3, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                6                 35
  CLUS_2                7                 23
  CLUS_3                4                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        6     11      0
  17P GAIN WILD-TYPE     40     42      4
D30V4, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                6                 40
  CLUS_2               11                 42
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       10     18      9
  17P GAIN WILD-TYPE     54     45     13
D30V5, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               10                 54
  CLUS_2               18                 45
  CLUS_3                9                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       27      1      9
  17P GAIN WILD-TYPE     55      1     56
D30V6, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               27                 55
  CLUS_2                1                  1
  CLUS_3                9                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       10     19      8
  17P GAIN WILD-TYPE     52     46     14
D30V7, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               10                 52
  CLUS_2               19                 46
  CLUS_3                8                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        1      9     27
  17P GAIN WILD-TYPE      1     56     55
D30V8, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                1                  1
  CLUS_2                9                 56
  CLUS_3               27                 55

Clustering(31) Variable = 17Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        7     17     10
  17Q GAIN WILD-TYPE     34     38     44
D31V1, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                7                 34
  CLUS_2               17                 38
  CLUS_3               10                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  17Q GAIN MUTATED        5     10      5      8      3      3      0
  17Q GAIN WILD-TYPE     25     18     10     13     15     32      3
D31V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        7      7      2
  17Q GAIN WILD-TYPE     34     23     30
D31V3, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                7                 34
  CLUS_2                7                 23
  CLUS_3                2                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        6     10      0
  17Q GAIN WILD-TYPE     40     43      4
D31V4, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                6                 40
  CLUS_2               10                 43
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        9     15     10
  17Q GAIN WILD-TYPE     55     48     12
D31V5, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                9                 55
  CLUS_2               15                 48
  CLUS_3               10                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       24      2      8
  17Q GAIN WILD-TYPE     58      0     57
D31V6, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               24                 58
  CLUS_2                2                  0
  CLUS_3                8                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        9     16      9
  17Q GAIN WILD-TYPE     53     49     13
D31V7, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                9                 53
  CLUS_2               16                 49
  CLUS_3                9                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        2      8     24
  17Q GAIN WILD-TYPE      0     57     58
D31V8, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                2                  0
  CLUS_2                8                 57
  CLUS_3               24                 58

Clustering(32) Variable = 18P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        5     16      5
  18P GAIN WILD-TYPE     36     39     49
D32V1, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                5                 36
  CLUS_2               16                 39
  CLUS_3                5                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  18P GAIN MUTATED        2      5      3      8      1      5      2
  18P GAIN WILD-TYPE     28     23     12     13     17     30      1
D32V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        7      6      6
  18P GAIN WILD-TYPE     34     24     26
D32V3, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                7                 34
  CLUS_2                6                 24
  CLUS_3                6                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        8     11      0
  18P GAIN WILD-TYPE     38     42      4
D32V4, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                8                 38
  CLUS_2               11                 42
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        9     13      4
  18P GAIN WILD-TYPE     55     50     18
D32V5, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                9                 55
  CLUS_2               13                 50
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       15      0     11
  18P GAIN WILD-TYPE     67      2     54
D32V6, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               15                 67
  CLUS_2                0                  2
  CLUS_3               11                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       10     12      4
  18P GAIN WILD-TYPE     52     53     18
D32V7, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               10                 52
  CLUS_2               12                 53
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        0     10     16
  18P GAIN WILD-TYPE      2     55     66
D32V8, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2               10                 55
  CLUS_3               16                 66

Clustering(33) Variable = 18Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        5     11      6
  18Q GAIN WILD-TYPE     36     44     48
D33V1, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                5                 36
  CLUS_2               11                 44
  CLUS_3                6                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  18Q GAIN MUTATED        2      6      3      3      1      5      2
  18Q GAIN WILD-TYPE     28     22     12     18     17     30      1
D33V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        5      6      6
  18Q GAIN WILD-TYPE     36     24     26
D33V3, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                5                 36
  CLUS_2                6                 24
  CLUS_3                6                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        8      9      0
  18Q GAIN WILD-TYPE     38     44      4
D33V4, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                8                 38
  CLUS_2                9                 44
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        8     10      4
  18Q GAIN WILD-TYPE     56     53     18
D33V5, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                8                 56
  CLUS_2               10                 53
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       12      0     10
  18Q GAIN WILD-TYPE     70      2     55
D33V6, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               12                 70
  CLUS_2                0                  2
  CLUS_3               10                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        8     10      4
  18Q GAIN WILD-TYPE     54     55     18
D33V7, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                8                 54
  CLUS_2               10                 55
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        0      9     13
  18Q GAIN WILD-TYPE      2     56     69
D33V8, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2                9                 56
  CLUS_3               13                 69

Clustering(34) Variable = 19P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       14     31      5
  19P GAIN WILD-TYPE     27     24     49
D34V1, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               14                 27
  CLUS_2               31                 24
  CLUS_3                5                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  19P GAIN MUTATED        9     16      6      7      3      9      0
  19P GAIN WILD-TYPE     21     12      9     14     15     26      3
D34V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       13     10      7
  19P GAIN WILD-TYPE     28     20     25
D34V3, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               13                 28
  CLUS_2               10                 20
  CLUS_3                7                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       11     19      0
  19P GAIN WILD-TYPE     35     34      4
D34V4, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               11                 35
  CLUS_2               19                 34
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       19     25      6
  19P GAIN WILD-TYPE     45     38     16
D34V5, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               19                 45
  CLUS_2               25                 38
  CLUS_3                6                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       32      1     17
  19P GAIN WILD-TYPE     50      1     48
D34V6, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               32                 50
  CLUS_2                1                  1
  CLUS_3               17                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       17     26      7
  19P GAIN WILD-TYPE     45     39     15
D34V7, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               17                 45
  CLUS_2               26                 39
  CLUS_3                7                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        1     17     32
  19P GAIN WILD-TYPE      1     48     50
D34V8, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                1                  1
  CLUS_2               17                 48
  CLUS_3               32                 50

Clustering(35) Variable = 19Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        9     24      3
  19Q GAIN WILD-TYPE     32     31     51
D35V1, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                9                 32
  CLUS_2               24                 31
  CLUS_3                3                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  19Q GAIN MUTATED        7     13      2      8      1      5      0
  19Q GAIN WILD-TYPE     23     15     13     13     17     30      3
D35V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       11      5      5
  19Q GAIN WILD-TYPE     30     25     27
D35V3, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               11                 30
  CLUS_2                5                 25
  CLUS_3                5                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        6     15      0
  19Q GAIN WILD-TYPE     40     38      4
D35V4, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                6                 40
  CLUS_2               15                 38
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       11     19      6
  19Q GAIN WILD-TYPE     53     44     16
D35V5, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               11                 53
  CLUS_2               19                 44
  CLUS_3                6                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       25      0     11
  19Q GAIN WILD-TYPE     57      2     54
D35V6, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               25                 57
  CLUS_2                0                  2
  CLUS_3               11                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       10     19      7
  19Q GAIN WILD-TYPE     52     46     15
D35V7, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               10                 52
  CLUS_2               19                 46
  CLUS_3                7                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        0     11     25
  19Q GAIN WILD-TYPE      2     54     57
D35V8, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2               11                 54
  CLUS_3               25                 57

Clustering(36) Variable = 20P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       10     21     10
  20P GAIN WILD-TYPE     31     34     44
D36V1, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               10                 31
  CLUS_2               21                 34
  CLUS_3               10                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  20P GAIN MUTATED        6      6      5      9      2     11      2
  20P GAIN WILD-TYPE     24     22     10     12     16     24      1
D36V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       10      7     10
  20P GAIN WILD-TYPE     31     23     22
D36V3, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               10                 31
  CLUS_2                7                 23
  CLUS_3               10                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       14     13      0
  20P GAIN WILD-TYPE     32     40      4
D36V4, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               14                 32
  CLUS_2               13                 40
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       16     16      8
  20P GAIN WILD-TYPE     48     47     14
D36V5, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               16                 48
  CLUS_2               16                 47
  CLUS_3                8                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       22      1     17
  20P GAIN WILD-TYPE     60      1     48
D36V6, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               22                 60
  CLUS_2                1                  1
  CLUS_3               17                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       15     16      9
  20P GAIN WILD-TYPE     47     49     13
D36V7, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               15                 47
  CLUS_2               16                 49
  CLUS_3                9                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        1     17     22
  20P GAIN WILD-TYPE      1     48     60
D36V8, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                1                  1
  CLUS_2               17                 48
  CLUS_3               22                 60

Clustering(37) Variable = 20Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       12     28     12
  20Q GAIN WILD-TYPE     29     27     42
D37V1, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               12                 29
  CLUS_2               28                 27
  CLUS_3               12                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  20Q GAIN MUTATED        8     11      7     13      3      9      1
  20Q GAIN WILD-TYPE     22     17      8      8     15     26      2
D37V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       12      9      9
  20Q GAIN WILD-TYPE     29     21     23
D37V3, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               12                 29
  CLUS_2                9                 21
  CLUS_3                9                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       11     19      0
  20Q GAIN WILD-TYPE     35     34      4
D37V4, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               11                 35
  CLUS_2               19                 34
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       17     25     10
  20Q GAIN WILD-TYPE     47     38     12
D37V5, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               17                 47
  CLUS_2               25                 38
  CLUS_3               10                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       33      1     18
  20Q GAIN WILD-TYPE     49      1     47
D37V6, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               33                 49
  CLUS_2                1                  1
  CLUS_3               18                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       17     24     11
  20Q GAIN WILD-TYPE     45     41     11
D37V7, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               17                 45
  CLUS_2               24                 41
  CLUS_3               11                 11
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED        1     18     33
  20Q GAIN WILD-TYPE      1     47     49
D37V8, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                1                  1
  CLUS_2               18                 47
  CLUS_3               33                 49

Clustering(38) Variable = 21Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        7     25      7
  21Q GAIN WILD-TYPE     34     30     47
D38V1, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                7                 34
  CLUS_2               25                 30
  CLUS_3                7                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  21Q GAIN MUTATED        5     10      6     10      1      5      2
  21Q GAIN WILD-TYPE     25     18      9     11     17     30      1
D38V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        9     10      5
  21Q GAIN WILD-TYPE     32     20     27
D38V3, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                9                 32
  CLUS_2               10                 20
  CLUS_3                5                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        8     16      0
  21Q GAIN WILD-TYPE     38     37      4
D38V4, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                8                 38
  CLUS_2               16                 37
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       14     19      5
  21Q GAIN WILD-TYPE     50     44     17
D38V5, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               14                 50
  CLUS_2               19                 44
  CLUS_3                5                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       24      0     14
  21Q GAIN WILD-TYPE     58      2     51
D38V6, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               24                 58
  CLUS_2                0                  2
  CLUS_3               14                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       14     18      6
  21Q GAIN WILD-TYPE     48     47     16
D38V7, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               14                 48
  CLUS_2               18                 47
  CLUS_3                6                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        0     14     24
  21Q GAIN WILD-TYPE      2     51     58
D38V8, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                0                  2
  CLUS_2               14                 51
  CLUS_3               24                 58

Clustering(39) Variable = 22Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        5     17     15
  22Q GAIN WILD-TYPE     36     38     39
D39V1, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                5                 36
  CLUS_2               17                 38
  CLUS_3               15                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  22Q GAIN MUTATED        6      6      4      7      1     11      2
  22Q GAIN WILD-TYPE     24     22     11     14     17     24      1
D39V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        7      5      9
  22Q GAIN WILD-TYPE     34     25     23
D39V3, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                7                 34
  CLUS_2                5                 25
  CLUS_3                9                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       12      9      0
  22Q GAIN WILD-TYPE     34     44      4
D39V4, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               12                 34
  CLUS_2                9                 44
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       16     14      6
  22Q GAIN WILD-TYPE     48     49     16
D39V5, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               16                 48
  CLUS_2               14                 49
  CLUS_3                6                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       19      1     16
  22Q GAIN WILD-TYPE     63      1     49
D39V6, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               19                 63
  CLUS_2                1                  1
  CLUS_3               16                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       15     15      6
  22Q GAIN WILD-TYPE     47     50     16
D39V7, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               15                 47
  CLUS_2               15                 50
  CLUS_3                6                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        1     16     19
  22Q GAIN WILD-TYPE      1     49     63
D39V8, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                1                  1
  CLUS_2               16                 49
  CLUS_3               19                 63

Clustering(40) Variable = XQ GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        6     11      2
  XQ GAIN WILD-TYPE     35     44     52
D40V1, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               6                35
  CLUS_2              11                44
  CLUS_3               2                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  XQ GAIN MUTATED        4      5      3      2      0      3      2
  XQ GAIN WILD-TYPE     26     23     12     19     18     32      1
D40V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        4      3      3
  XQ GAIN WILD-TYPE     37     27     29
D40V3, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               4                37
  CLUS_2               3                27
  CLUS_3               3                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        5      5      0
  XQ GAIN WILD-TYPE     41     48      4
D40V4, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               5                41
  CLUS_2               5                48
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        5      9      4
  XQ GAIN WILD-TYPE     59     54     18
D40V5, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               5                59
  CLUS_2               9                54
  CLUS_3               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       13      0      5
  XQ GAIN WILD-TYPE     69      2     60
D40V6, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              13                69
  CLUS_2               0                 2
  CLUS_3               5                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        5      9      4
  XQ GAIN WILD-TYPE     57     56     18
D40V7, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               5                57
  CLUS_2               9                56
  CLUS_3               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        0      6     12
  XQ GAIN WILD-TYPE      2     59     70
D40V8, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               0                 2
  CLUS_2               6                59
  CLUS_3              12                70

Clustering(41) Variable = 1P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        6      9      7
  1P LOSS WILD-TYPE     35     46     47
D41V1, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               6                35
  CLUS_2               9                46
  CLUS_3               7                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  1P LOSS MUTATED        2      3      4      3      6      4      0
  1P LOSS WILD-TYPE     28     25     11     18     12     31      3
D41V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        4      8      3
  1P LOSS WILD-TYPE     37     22     29
D41V3, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               4                37
  CLUS_2               8                22
  CLUS_3               3                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        8      7      0
  1P LOSS WILD-TYPE     38     46      4
D41V4, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               8                38
  CLUS_2               7                46
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       11      9      2
  1P LOSS WILD-TYPE     53     54     20
D41V5, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              11                53
  CLUS_2               9                54
  CLUS_3               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       10      2     10
  1P LOSS WILD-TYPE     72      0     55
D41V6, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              10                72
  CLUS_2               2                 0
  CLUS_3              10                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       10     10      2
  1P LOSS WILD-TYPE     52     55     20
D41V7, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              10                52
  CLUS_2              10                55
  CLUS_3               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        2     10     10
  1P LOSS WILD-TYPE      0     55     72
D41V8, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               2                 0
  CLUS_2              10                55
  CLUS_3              10                72

Clustering(42) Variable = 1Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        6     10      4
  1Q LOSS WILD-TYPE     35     45     50
D42V1, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               6                35
  CLUS_2              10                45
  CLUS_3               4                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  1Q LOSS MUTATED        2      7      0      5      2      4      0
  1Q LOSS WILD-TYPE     28     21     15     16     16     31      3
D42V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        4      5      3
  1Q LOSS WILD-TYPE     37     25     29
D42V3, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               4                37
  CLUS_2               5                25
  CLUS_3               3                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        5      7      0
  1Q LOSS WILD-TYPE     41     46      4
D42V4, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               5                41
  CLUS_2               7                46
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        7     11      2
  1Q LOSS WILD-TYPE     57     52     20
D42V5, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               7                57
  CLUS_2              11                52
  CLUS_3               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       13      0      7
  1Q LOSS WILD-TYPE     69      2     58
D42V6, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              13                69
  CLUS_2               0                 2
  CLUS_3               7                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        7     12      1
  1Q LOSS WILD-TYPE     55     53     21
D42V7, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               7                55
  CLUS_2              12                53
  CLUS_3               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        0      7     13
  1Q LOSS WILD-TYPE      2     58     69
D42V8, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               0                 2
  CLUS_2               7                58
  CLUS_3              13                69

Clustering(43) Variable = 2P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        6     28     13
  2P LOSS WILD-TYPE     35     27     41
D43V1, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               6                35
  CLUS_2              28                27
  CLUS_3              13                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  2P LOSS MUTATED        3      9      1      8      4     22      0
  2P LOSS WILD-TYPE     27     19     14     13     14     13      3
D43V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        8      7     20
  2P LOSS WILD-TYPE     33     23     12
D43V3, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               8                33
  CLUS_2               7                23
  CLUS_3              20                12
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       24     11      0
  2P LOSS WILD-TYPE     22     42      4
D43V4, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              24                22
  CLUS_2              11                42
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       28     14      5
  2P LOSS WILD-TYPE     36     49     17
D43V5, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              28                36
  CLUS_2              14                49
  CLUS_3               5                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       17      0     30
  2P LOSS WILD-TYPE     65      2     35
D43V6, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              17                65
  CLUS_2               0                 2
  CLUS_3              30                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       28     13      6
  2P LOSS WILD-TYPE     34     52     16
D43V7, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              28                34
  CLUS_2              13                52
  CLUS_3               6                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        0     30     17
  2P LOSS WILD-TYPE      2     35     65
D43V8, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               0                 2
  CLUS_2              30                35
  CLUS_3              17                65

Clustering(44) Variable = 2Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        7     25      8
  2Q LOSS WILD-TYPE     34     30     46
D44V1, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               7                34
  CLUS_2              25                30
  CLUS_3               8                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  2Q LOSS MUTATED        4      8      2     11      4     11      0
  2Q LOSS WILD-TYPE     26     20     13     10     14     24      3
D44V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        9      9      9
  2Q LOSS WILD-TYPE     32     21     23
D44V3, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               9                32
  CLUS_2               9                21
  CLUS_3               9                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       13     14      0
  2Q LOSS WILD-TYPE     33     39      4
D44V4, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              13                33
  CLUS_2              14                39
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       17     18      5
  2Q LOSS WILD-TYPE     47     45     17
D44V5, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              17                47
  CLUS_2              18                45
  CLUS_3               5                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       22      0     18
  2Q LOSS WILD-TYPE     60      2     47
D44V6, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              22                60
  CLUS_2               0                 2
  CLUS_3              18                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       17     17      6
  2Q LOSS WILD-TYPE     45     48     16
D44V7, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              17                45
  CLUS_2              17                48
  CLUS_3               6                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        0     18     22
  2Q LOSS WILD-TYPE      2     47     60
D44V8, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               0                 2
  CLUS_2              18                47
  CLUS_3              22                60

Clustering(45) Variable = 3P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       12     15      3
  3P LOSS WILD-TYPE     29     40     51
D45V1, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              12                29
  CLUS_2              15                40
  CLUS_3               3                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  3P LOSS MUTATED        3     15      2      6      1      2      1
  3P LOSS WILD-TYPE     27     13     13     15     17     33      2
D45V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       16      4      3
  3P LOSS WILD-TYPE     25     26     29
D45V3, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              16                25
  CLUS_2               4                26
  CLUS_3               3                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        4     19      0
  3P LOSS WILD-TYPE     42     34      4
D45V4, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               4                42
  CLUS_2              19                34
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        6     18      6
  3P LOSS WILD-TYPE     58     45     16
D45V5, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               6                58
  CLUS_2              18                45
  CLUS_3               6                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       22      1      7
  3P LOSS WILD-TYPE     60      1     58
D45V6, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              22                60
  CLUS_2               1                 1
  CLUS_3               7                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        5     18      7
  3P LOSS WILD-TYPE     57     47     15
D45V7, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               5                57
  CLUS_2              18                47
  CLUS_3               7                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        1      7     22
  3P LOSS WILD-TYPE      1     58     60
D45V8, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               1                 1
  CLUS_2               7                58
  CLUS_3              22                60

Clustering(46) Variable = 3Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       14     16      4
  3Q LOSS WILD-TYPE     27     39     50
D46V1, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              14                27
  CLUS_2              16                39
  CLUS_3               4                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  3Q LOSS MUTATED        4     14      3      7      1      4      1
  3Q LOSS WILD-TYPE     26     14     12     14     17     31      2
D46V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       18      5      5
  3Q LOSS WILD-TYPE     23     25     27
D46V3, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              18                23
  CLUS_2               5                25
  CLUS_3               5                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        6     22      0
  3Q LOSS WILD-TYPE     40     31      4
D46V4, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               6                40
  CLUS_2              22                31
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        8     20      6
  3Q LOSS WILD-TYPE     56     43     16
D46V5, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               8                56
  CLUS_2              20                43
  CLUS_3               6                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       25      1      8
  3Q LOSS WILD-TYPE     57      1     57
D46V6, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              25                57
  CLUS_2               1                 1
  CLUS_3               8                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        7     20      7
  3Q LOSS WILD-TYPE     55     45     15
D46V7, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               7                55
  CLUS_2              20                45
  CLUS_3               7                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        1      8     25
  3Q LOSS WILD-TYPE      1     57     57
D46V8, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               1                 1
  CLUS_2               8                57
  CLUS_3              25                57

Clustering(47) Variable = 4P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        7     12      6
  4P LOSS WILD-TYPE     34     43     48
D47V1, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               7                34
  CLUS_2              12                43
  CLUS_3               6                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  4P LOSS MUTATED        0      3      7      4      2      8      1
  4P LOSS WILD-TYPE     30     25      8     17     16     27      2
D47V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        4      7      9
  4P LOSS WILD-TYPE     37     23     23
D47V3, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               4                37
  CLUS_2               7                23
  CLUS_3               9                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       11      9      0
  4P LOSS WILD-TYPE     35     44      4
D47V4, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              11                35
  CLUS_2               9                44
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       13     11      1
  4P LOSS WILD-TYPE     51     52     21
D47V5, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              13                51
  CLUS_2              11                52
  CLUS_3               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       11      1     13
  4P LOSS WILD-TYPE     71      1     52
D47V6, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              11                71
  CLUS_2               1                 1
  CLUS_3              13                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       13     11      1
  4P LOSS WILD-TYPE     49     54     21
D47V7, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              13                49
  CLUS_2              11                54
  CLUS_3               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        1     13     11
  4P LOSS WILD-TYPE      1     52     71
D47V8, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               1                 1
  CLUS_2              13                52
  CLUS_3              11                71

Clustering(48) Variable = 4Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        7     16      4
  4Q LOSS WILD-TYPE     34     39     50
D48V1, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               7                34
  CLUS_2              16                39
  CLUS_3               4                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  4Q LOSS MUTATED        0      4      8      4      2      8      1
  4Q LOSS WILD-TYPE     30     24      7     17     16     27      2
D48V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        4      9      8
  4Q LOSS WILD-TYPE     37     21     24
D48V3, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               4                37
  CLUS_2               9                21
  CLUS_3               8                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       10     11      0
  4Q LOSS WILD-TYPE     36     42      4
D48V4, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              10                36
  CLUS_2              11                42
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       13     12      2
  4Q LOSS WILD-TYPE     51     51     20
D48V5, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              13                51
  CLUS_2              12                51
  CLUS_3               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       12      1     14
  4Q LOSS WILD-TYPE     70      1     51
D48V6, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              12                70
  CLUS_2               1                 1
  CLUS_3              14                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       13     12      2
  4Q LOSS WILD-TYPE     49     53     20
D48V7, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              13                49
  CLUS_2              12                53
  CLUS_3               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        1     14     12
  4Q LOSS WILD-TYPE      1     51     70
D48V8, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               1                 1
  CLUS_2              14                51
  CLUS_3              12                70

Clustering(49) Variable = 5P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        5      6      3
  5P LOSS WILD-TYPE     36     49     51
D49V1, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               5                36
  CLUS_2               6                49
  CLUS_3               3                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  5P LOSS MUTATED        1      4      2      4      1      2      0
  5P LOSS WILD-TYPE     29     24     13     17     17     33      3
D49V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        5      5      1
  5P LOSS WILD-TYPE     36     25     31
D49V3, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               5                36
  CLUS_2               5                25
  CLUS_3               1                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        3      8      0
  5P LOSS WILD-TYPE     43     45      4
D49V4, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               3                43
  CLUS_2               8                45
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        3      7      4
  5P LOSS WILD-TYPE     61     56     18
D49V5, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               3                61
  CLUS_2               7                56
  CLUS_3               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       10      1      3
  5P LOSS WILD-TYPE     72      1     62
D49V6, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              10                72
  CLUS_2               1                 1
  CLUS_3               3                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        3      7      4
  5P LOSS WILD-TYPE     59     58     18
D49V7, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               3                59
  CLUS_2               7                58
  CLUS_3               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        1      3     10
  5P LOSS WILD-TYPE      1     62     72
D49V8, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               1                 1
  CLUS_2               3                62
  CLUS_3              10                72

Clustering(50) Variable = 5Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        6      9      3
  5Q LOSS WILD-TYPE     35     46     51
D50V1, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               6                35
  CLUS_2               9                46
  CLUS_3               3                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  5Q LOSS MUTATED        1      6      2      4      2      3      0
  5Q LOSS WILD-TYPE     29     22     13     17     16     32      3
D50V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        6      6      1
  5Q LOSS WILD-TYPE     35     24     31
D50V3, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               6                35
  CLUS_2               6                24
  CLUS_3               1                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        4      9      0
  5Q LOSS WILD-TYPE     42     44      4
D50V4, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               4                42
  CLUS_2               9                44
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        5     10      3
  5Q LOSS WILD-TYPE     59     53     19
D50V5, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               5                59
  CLUS_2              10                53
  CLUS_3               3                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       12      1      5
  5Q LOSS WILD-TYPE     70      1     60
D50V6, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              12                70
  CLUS_2               1                 1
  CLUS_3               5                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        5     10      3
  5Q LOSS WILD-TYPE     57     55     19
D50V7, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               5                57
  CLUS_2              10                55
  CLUS_3               3                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        1      5     12
  5Q LOSS WILD-TYPE      1     60     70
D50V8, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               1                 1
  CLUS_2               5                60
  CLUS_3              12                70

Clustering(51) Variable = 6P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       10     10     15
  6P LOSS WILD-TYPE     31     45     39
D51V1, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              10                31
  CLUS_2              10                45
  CLUS_3              15                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  6P LOSS MUTATED        4      6      4      4      4     12      1
  6P LOSS WILD-TYPE     26     22     11     17     14     23      2
D51V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        6      4     11
  6P LOSS WILD-TYPE     35     26     21
D51V3, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               6                35
  CLUS_2               4                26
  CLUS_3              11                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       14      6      1
  6P LOSS WILD-TYPE     32     47      3
D51V4, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              14                32
  CLUS_2               6                47
  CLUS_3               1                 3
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       17     13      5
  6P LOSS WILD-TYPE     47     50     17
D51V5, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              17                47
  CLUS_2              13                50
  CLUS_3               5                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       17      1     17
  6P LOSS WILD-TYPE     65      1     48
D51V6, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              17                65
  CLUS_2               1                 1
  CLUS_3              17                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       17     14      4
  6P LOSS WILD-TYPE     45     51     18
D51V7, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              17                45
  CLUS_2              14                51
  CLUS_3               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        1     17     17
  6P LOSS WILD-TYPE      1     48     65
D51V8, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               1                 1
  CLUS_2              17                48
  CLUS_3              17                65

Clustering(52) Variable = 6Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        4     13      8
  6Q LOSS WILD-TYPE     37     42     46
D52V1, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               4                37
  CLUS_2              13                42
  CLUS_3               8                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  6Q LOSS MUTATED        1      2      5      6      2      8      1
  6Q LOSS WILD-TYPE     29     26     10     15     16     27      2
D52V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        2      3      8
  6Q LOSS WILD-TYPE     39     27     24
D52V3, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               2                39
  CLUS_2               3                27
  CLUS_3               8                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        9      4      0
  6Q LOSS WILD-TYPE     37     49      4
D52V4, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               9                37
  CLUS_2               4                49
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       11     13      1
  6Q LOSS WILD-TYPE     53     50     21
D52V5, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              11                53
  CLUS_2              13                50
  CLUS_3               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       13      1     11
  6Q LOSS WILD-TYPE     69      1     54
D52V6, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              13                69
  CLUS_2               1                 1
  CLUS_3              11                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       11     13      1
  6Q LOSS WILD-TYPE     51     52     21
D52V7, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              11                51
  CLUS_2              13                52
  CLUS_3               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        1     11     13
  6Q LOSS WILD-TYPE      1     54     69
D52V8, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               1                 1
  CLUS_2              11                54
  CLUS_3              13                69

Clustering(53) Variable = 7P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        5     13      5
  7P LOSS WILD-TYPE     36     42     49
D53V1, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               5                36
  CLUS_2              13                42
  CLUS_3               5                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  7P LOSS MUTATED        0      4      0      7      1     11      0
  7P LOSS WILD-TYPE     30     24     15     14     17     24      3
D53V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        5      3     10
  7P LOSS WILD-TYPE     36     27     22
D53V3, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               5                36
  CLUS_2               3                27
  CLUS_3              10                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       11      7      0
  7P LOSS WILD-TYPE     35     46      4
D53V4, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              11                35
  CLUS_2               7                46
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       12      8      3
  7P LOSS WILD-TYPE     52     55     19
D53V5, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              12                52
  CLUS_2               8                55
  CLUS_3               3                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       11      0     12
  7P LOSS WILD-TYPE     71      2     53
D53V6, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              11                71
  CLUS_2               0                 2
  CLUS_3              12                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       13      8      2
  7P LOSS WILD-TYPE     49     57     20
D53V7, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              13                49
  CLUS_2               8                57
  CLUS_3               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        0     12     11
  7P LOSS WILD-TYPE      2     53     71
D53V8, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               0                 2
  CLUS_2              12                53
  CLUS_3              11                71

Clustering(54) Variable = 7Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        6      8      5
  7Q LOSS WILD-TYPE     35     47     49
D54V1, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               6                35
  CLUS_2               8                47
  CLUS_3               5                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  7Q LOSS MUTATED        1      5      1      3      1      8      0
  7Q LOSS WILD-TYPE     29     23     14     18     17     27      3
D54V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        4      3      8
  7Q LOSS WILD-TYPE     37     27     24
D54V3, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               4                37
  CLUS_2               3                27
  CLUS_3               8                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        9      6      0
  7Q LOSS WILD-TYPE     37     47      4
D54V4, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               9                37
  CLUS_2               6                47
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        9      6      4
  7Q LOSS WILD-TYPE     55     57     18
D54V5, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               9                55
  CLUS_2               6                57
  CLUS_3               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        9      0     10
  7Q LOSS WILD-TYPE     73      2     55
D54V6, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               9                73
  CLUS_2               0                 2
  CLUS_3              10                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       10      6      3
  7Q LOSS WILD-TYPE     52     59     19
D54V7, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              10                52
  CLUS_2               6                59
  CLUS_3               3                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        0     10      9
  7Q LOSS WILD-TYPE      2     55     73
D54V8, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               0                 2
  CLUS_2              10                55
  CLUS_3               9                73

Clustering(55) Variable = 8P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       10     13      8
  8P LOSS WILD-TYPE     31     42     46
D55V1, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              10                31
  CLUS_2              13                42
  CLUS_3               8                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  8P LOSS MUTATED        3      8      6      6      3      3      2
  8P LOSS WILD-TYPE     27     20      9     15     15     32      1
D55V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        9      9      4
  8P LOSS WILD-TYPE     32     21     28
D55V3, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               9                32
  CLUS_2               9                21
  CLUS_3               4                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        7     14      1
  8P LOSS WILD-TYPE     39     39      3
D55V4, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               7                39
  CLUS_2              14                39
  CLUS_3               1                 3
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        8     17      5
  8P LOSS WILD-TYPE     56     46     17
D55V5, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               8                56
  CLUS_2              17                46
  CLUS_3               5                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       20      2      8
  8P LOSS WILD-TYPE     62      0     57
D55V6, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              20                62
  CLUS_2               2                 0
  CLUS_3               8                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        7     18      5
  8P LOSS WILD-TYPE     55     47     17
D55V7, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               7                55
  CLUS_2              18                47
  CLUS_3               5                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        2      7     21
  8P LOSS WILD-TYPE      0     58     61
D55V8, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               2                 0
  CLUS_2               7                58
  CLUS_3              21                61

Clustering(56) Variable = 8Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        5     12      4
  8Q LOSS WILD-TYPE     36     43     50
D56V1, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               5                36
  CLUS_2              12                43
  CLUS_3               4                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  8Q LOSS MUTATED        3      6      1      5      1      4      1
  8Q LOSS WILD-TYPE     27     22     14     16     17     31      2
D56V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        7      3      5
  8Q LOSS WILD-TYPE     34     27     27
D56V3, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               7                34
  CLUS_2               3                27
  CLUS_3               5                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        6      9      0
  8Q LOSS WILD-TYPE     40     44      4
D56V4, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               6                40
  CLUS_2               9                44
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        6     12      3
  8Q LOSS WILD-TYPE     58     51     19
D56V5, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               6                58
  CLUS_2              12                51
  CLUS_3               3                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       14      0      7
  8Q LOSS WILD-TYPE     68      2     58
D56V6, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              14                68
  CLUS_2               0                 2
  CLUS_3               7                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        5     12      4
  8Q LOSS WILD-TYPE     57     53     18
D56V7, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               5                57
  CLUS_2              12                53
  CLUS_3               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        0      6     15
  8Q LOSS WILD-TYPE      2     59     67
D56V8, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               0                 2
  CLUS_2               6                59
  CLUS_3              15                67

Clustering(57) Variable = 9P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       16     23      8
  9P LOSS WILD-TYPE     25     32     46
D57V1, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              16                25
  CLUS_2              23                32
  CLUS_3               8                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  9P LOSS MUTATED        8     10      9      8      0     12      0
  9P LOSS WILD-TYPE     22     18      6     13     18     23      3
D57V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       12      9     11
  9P LOSS WILD-TYPE     29     21     21
D57V3, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              12                29
  CLUS_2               9                21
  CLUS_3              11                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       11     21      0
  9P LOSS WILD-TYPE     35     32      4
D57V4, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              11                35
  CLUS_2              21                32
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       18     20      9
  9P LOSS WILD-TYPE     46     43     13
D57V5, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              18                46
  CLUS_2              20                43
  CLUS_3               9                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       30      1     16
  9P LOSS WILD-TYPE     52      1     49
D57V6, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              30                52
  CLUS_2               1                 1
  CLUS_3              16                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       17     21      9
  9P LOSS WILD-TYPE     45     44     13
D57V7, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              17                45
  CLUS_2              21                44
  CLUS_3               9                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED        1     17     29
  9P LOSS WILD-TYPE      1     48     53
D57V8, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               1                 1
  CLUS_2              17                48
  CLUS_3              29                53

Clustering(58) Variable = 9Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       12     13      6
  9Q LOSS WILD-TYPE     29     42     48
D58V1, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              12                29
  CLUS_2              13                42
  CLUS_3               6                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  9Q LOSS MUTATED        5      5      8      5      0      7      1
  9Q LOSS WILD-TYPE     25     23      7     16     18     28      2
D58V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        6      8      6
  9Q LOSS WILD-TYPE     35     22     26
D58V3, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               6                35
  CLUS_2               8                22
  CLUS_3               6                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        7     13      0
  9Q LOSS WILD-TYPE     39     40      4
D58V4, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               7                39
  CLUS_2              13                40
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       11     15      5
  9Q LOSS WILD-TYPE     53     48     17
D58V5, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              11                53
  CLUS_2              15                48
  CLUS_3               5                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       20      0     11
  9Q LOSS WILD-TYPE     62      2     54
D58V6, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              20                62
  CLUS_2               0                 2
  CLUS_3              11                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       12     15      4
  9Q LOSS WILD-TYPE     50     50     18
D58V7, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              12                50
  CLUS_2              15                50
  CLUS_3               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        0     12     19
  9Q LOSS WILD-TYPE      2     53     63
D58V8, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               0                 2
  CLUS_2              12                53
  CLUS_3              19                63

Clustering(59) Variable = 10P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       12     31     25
  10P LOSS WILD-TYPE     29     24     29
D59V1, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               12                 29
  CLUS_2               31                 24
  CLUS_3               25                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  10P LOSS MUTATED        5     12      8     12      6     24      1
  10P LOSS WILD-TYPE     25     16      7      9     12     11      2
D59V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        8     14     21
  10P LOSS WILD-TYPE     33     16     11
D59V3, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                8                 33
  CLUS_2               14                 16
  CLUS_3               21                 11
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       25     18      0
  10P LOSS WILD-TYPE     21     35      4
D59V4, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               25                 21
  CLUS_2               18                 35
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       34     25      9
  10P LOSS WILD-TYPE     30     38     13
D59V5, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               34                 30
  CLUS_2               25                 38
  CLUS_3                9                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       32      2     34
  10P LOSS WILD-TYPE     50      0     31
D59V6, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               32                 50
  CLUS_2                2                  0
  CLUS_3               34                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       32     27      9
  10P LOSS WILD-TYPE     30     38     13
D59V7, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               32                 30
  CLUS_2               27                 38
  CLUS_3                9                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        2     34     32
  10P LOSS WILD-TYPE      0     31     50
D59V8, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                2                  0
  CLUS_2               34                 31
  CLUS_3               32                 50

Clustering(60) Variable = 10Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        7     39     32
  10Q LOSS WILD-TYPE     34     16     22
D60V1, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                7                 34
  CLUS_2               39                 16
  CLUS_3               32                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  10Q LOSS MUTATED        4     12      5     16      9     30      2
  10Q LOSS WILD-TYPE     26     16     10      5      9      5      1
D60V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        9     17     27
  10Q LOSS WILD-TYPE     32     13      5
D60V3, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                9                 32
  CLUS_2               17                 13
  CLUS_3               27                  5
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       34     19      0
  10Q LOSS WILD-TYPE     12     34      4
D60V4, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               34                 12
  CLUS_2               19                 34
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       44     25      9
  10Q LOSS WILD-TYPE     20     38     13
D60V5, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               44                 20
  CLUS_2               25                 38
  CLUS_3                9                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       32      2     44
  10Q LOSS WILD-TYPE     50      0     21
D60V6, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               32                 50
  CLUS_2                2                  0
  CLUS_3               44                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       43     26      9
  10Q LOSS WILD-TYPE     19     39     13
D60V7, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               43                 19
  CLUS_2               26                 39
  CLUS_3                9                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        2     44     32
  10Q LOSS WILD-TYPE      0     21     50
D60V8, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                2                  0
  CLUS_2               44                 21
  CLUS_3               32                 50

Clustering(61) Variable = 11P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       22     25      9
  11P LOSS WILD-TYPE     19     30     45
D61V1, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               22                 19
  CLUS_2               25                 30
  CLUS_3                9                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  11P LOSS MUTATED        5     19      6      8      1     15      2
  11P LOSS WILD-TYPE     25      9      9     13     17     20      1
D61V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       17     10     15
  11P LOSS WILD-TYPE     24     20     17
D61V3, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               17                 24
  CLUS_2               10                 20
  CLUS_3               15                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       17     25      0
  11P LOSS WILD-TYPE     29     28      4
D61V4, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               17                 29
  CLUS_2               25                 28
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       20     26      9
  11P LOSS WILD-TYPE     44     37     13
D61V5, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               20                 44
  CLUS_2               26                 37
  CLUS_3                9                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       34      1     20
  11P LOSS WILD-TYPE     48      1     45
D61V6, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               34                 48
  CLUS_2                1                  1
  CLUS_3               20                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       20     27      8
  11P LOSS WILD-TYPE     42     38     14
D61V7, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               20                 42
  CLUS_2               27                 38
  CLUS_3                8                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        1     21     33
  11P LOSS WILD-TYPE      1     44     49
D61V8, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                1                  1
  CLUS_2               21                 44
  CLUS_3               33                 49

Clustering(62) Variable = 11Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       21     22      5
  11Q LOSS WILD-TYPE     20     33     49
D62V1, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               21                 20
  CLUS_2               22                 33
  CLUS_3                5                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  11Q LOSS MUTATED        6     17      6      7      1     10      1
  11Q LOSS WILD-TYPE     24     11      9     14     17     25      2
D62V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       16     10      9
  11Q LOSS WILD-TYPE     25     20     23
D62V3, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               16                 25
  CLUS_2               10                 20
  CLUS_3                9                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       12     23      0
  11Q LOSS WILD-TYPE     34     30      4
D62V4, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               12                 34
  CLUS_2               23                 30
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       14     25      8
  11Q LOSS WILD-TYPE     50     38     14
D62V5, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               14                 50
  CLUS_2               25                 38
  CLUS_3                8                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       32      0     15
  11Q LOSS WILD-TYPE     50      2     50
D62V6, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               32                 50
  CLUS_2                0                  2
  CLUS_3               15                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       15     25      7
  11Q LOSS WILD-TYPE     47     40     15
D62V7, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               15                 47
  CLUS_2               25                 40
  CLUS_3                7                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        0     16     31
  11Q LOSS WILD-TYPE      2     49     51
D62V8, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                0                  2
  CLUS_2               16                 49
  CLUS_3               31                 51

Clustering(63) Variable = 12P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        9     24      7
  12P LOSS WILD-TYPE     32     31     47
D63V1, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                9                 32
  CLUS_2               24                 31
  CLUS_3                7                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  12P LOSS MUTATED        3     10      3     10      2     12      0
  12P LOSS WILD-TYPE     27     18     12     11     16     23      3
D63V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        8      6     10
  12P LOSS WILD-TYPE     33     24     22
D63V3, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                8                 33
  CLUS_2                6                 24
  CLUS_3               10                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       12     12      0
  12P LOSS WILD-TYPE     34     41      4
D63V4, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               12                 34
  CLUS_2               12                 41
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       15     19      6
  12P LOSS WILD-TYPE     49     44     16
D63V5, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               15                 49
  CLUS_2               19                 44
  CLUS_3                6                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       23      0     17
  12P LOSS WILD-TYPE     59      2     48
D63V6, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               23                 59
  CLUS_2                0                  2
  CLUS_3               17                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       14     20      6
  12P LOSS WILD-TYPE     48     45     16
D63V7, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               14                 48
  CLUS_2               20                 45
  CLUS_3                6                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        0     16     24
  12P LOSS WILD-TYPE      2     49     58
D63V8, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                0                  2
  CLUS_2               16                 49
  CLUS_3               24                 58

Clustering(64) Variable = 12Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       10     18      5
  12Q LOSS WILD-TYPE     31     37     49
D64V1, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               10                 31
  CLUS_2               18                 37
  CLUS_3                5                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  12Q LOSS MUTATED        3      9      3      6      3      9      0
  12Q LOSS WILD-TYPE     27     19     12     15     15     26      3
D64V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        9      7      8
  12Q LOSS WILD-TYPE     32     23     24
D64V3, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                9                 32
  CLUS_2                7                 23
  CLUS_3                8                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       11     13      0
  12Q LOSS WILD-TYPE     35     40      4
D64V4, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               11                 35
  CLUS_2               13                 40
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       13     15      5
  12Q LOSS WILD-TYPE     51     48     17
D64V5, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               13                 51
  CLUS_2               15                 48
  CLUS_3                5                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       18      0     15
  12Q LOSS WILD-TYPE     64      2     50
D64V6, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               18                 64
  CLUS_2                0                  2
  CLUS_3               15                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       12     16      5
  12Q LOSS WILD-TYPE     50     49     17
D64V7, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               12                 50
  CLUS_2               16                 49
  CLUS_3                5                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        0     14     19
  12Q LOSS WILD-TYPE      2     51     63
D64V8, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                0                  2
  CLUS_2               14                 51
  CLUS_3               19                 63

Clustering(65) Variable = 13Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       19     37     19
  13Q LOSS WILD-TYPE     22     18     35
D65V1, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               19                 22
  CLUS_2               37                 18
  CLUS_3               19                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  13Q LOSS MUTATED       11     18      6     18      5     17      0
  13Q LOSS WILD-TYPE     19     10      9      3     13     18      3
D65V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       18     16     14
  13Q LOSS WILD-TYPE     23     14     18
D65V3, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               18                 23
  CLUS_2               16                 14
  CLUS_3               14                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       20     28      0
  13Q LOSS WILD-TYPE     26     25      4
D65V4, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               20                 26
  CLUS_2               28                 25
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       28     33     14
  13Q LOSS WILD-TYPE     36     30      8
D65V5, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               28                 36
  CLUS_2               33                 30
  CLUS_3               14                  8
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       47      1     27
  13Q LOSS WILD-TYPE     35      1     38
D65V6, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               47                 35
  CLUS_2                1                  1
  CLUS_3               27                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       27     34     14
  13Q LOSS WILD-TYPE     35     31      8
D65V7, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               27                 35
  CLUS_2               34                 31
  CLUS_3               14                  8
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        1     28     46
  13Q LOSS WILD-TYPE      1     37     36
D65V8, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                1                  1
  CLUS_2               28                 37
  CLUS_3               46                 36

Clustering(66) Variable = 14Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       15     14     15
  14Q LOSS WILD-TYPE     26     41     39
D66V1, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               15                 26
  CLUS_2               14                 41
  CLUS_3               15                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  14Q LOSS MUTATED        6     12      2      7     11      6      0
  14Q LOSS WILD-TYPE     24     16     13     14      7     29      3
D66V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       14     16      5
  14Q LOSS WILD-TYPE     27     14     27
D66V3, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               14                 27
  CLUS_2               16                 14
  CLUS_3                5                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       15     20      0
  14Q LOSS WILD-TYPE     31     33      4
D66V4, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               15                 31
  CLUS_2               20                 33
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       20     17      7
  14Q LOSS WILD-TYPE     44     46     15
D66V5, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               20                 44
  CLUS_2               17                 46
  CLUS_3                7                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       21      0     23
  14Q LOSS WILD-TYPE     61      2     42
D66V6, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               21                 61
  CLUS_2                0                  2
  CLUS_3               23                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       20     16      8
  14Q LOSS WILD-TYPE     42     49     14
D66V7, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               20                 42
  CLUS_2               16                 49
  CLUS_3                8                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        0     22     22
  14Q LOSS WILD-TYPE      2     43     60
D66V8, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                0                  2
  CLUS_2               22                 43
  CLUS_3               22                 60

Clustering(67) Variable = 15Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        8     11      6
  15Q LOSS WILD-TYPE     33     44     48
D67V1, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                8                 33
  CLUS_2               11                 44
  CLUS_3                6                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  15Q LOSS MUTATED        2      7      2      8      3      3      0
  15Q LOSS WILD-TYPE     28     21     13     13     15     32      3
D67V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        9      8      1
  15Q LOSS WILD-TYPE     32     22     31
D67V3, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                9                 32
  CLUS_2                8                 22
  CLUS_3                1                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        4     13      1
  15Q LOSS WILD-TYPE     42     40      3
D67V4, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                4                 42
  CLUS_2               13                 40
  CLUS_3                1                  3
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        7     14      4
  15Q LOSS WILD-TYPE     57     49     18
D67V5, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                7                 57
  CLUS_2               14                 49
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       16      1      8
  15Q LOSS WILD-TYPE     66      1     57
D67V6, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               16                 66
  CLUS_2                1                  1
  CLUS_3                8                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        7     15      3
  15Q LOSS WILD-TYPE     55     50     19
D67V7, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                7                 55
  CLUS_2               15                 50
  CLUS_3                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        1      7     17
  15Q LOSS WILD-TYPE      1     58     65
D67V8, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                1                  1
  CLUS_2                7                 58
  CLUS_3               17                 65

Clustering(68) Variable = 16P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        6     25     11
  16P LOSS WILD-TYPE     35     30     43
D68V1, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                6                 35
  CLUS_2               25                 30
  CLUS_3               11                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  16P LOSS MUTATED        3     11      4     10      3     10      1
  16P LOSS WILD-TYPE     27     17     11     11     15     25      2
D68V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        9     11      8
  16P LOSS WILD-TYPE     32     19     24
D68V3, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                9                 32
  CLUS_2               11                 19
  CLUS_3                8                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       11     17      0
  16P LOSS WILD-TYPE     35     36      4
D68V4, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               11                 35
  CLUS_2               17                 36
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       17     21      4
  16P LOSS WILD-TYPE     47     42     18
D68V5, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               17                 47
  CLUS_2               21                 42
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       24      2     16
  16P LOSS WILD-TYPE     58      0     49
D68V6, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               24                 58
  CLUS_2                2                  0
  CLUS_3               16                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       16     21      5
  16P LOSS WILD-TYPE     46     44     17
D68V7, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               16                 46
  CLUS_2               21                 44
  CLUS_3                5                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        2     15     25
  16P LOSS WILD-TYPE      0     50     57
D68V8, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                2                  0
  CLUS_2               15                 50
  CLUS_3               25                 57

Clustering(69) Variable = 16Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       11     37     26
  16Q LOSS WILD-TYPE     30     18     28
D69V1, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               11                 30
  CLUS_2               37                 18
  CLUS_3               26                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  16Q LOSS MUTATED        5     14      5     12      9     27      2
  16Q LOSS WILD-TYPE     25     14     10      9      9      8      1
D69V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       13     17     23
  16Q LOSS WILD-TYPE     28     13      9
D69V3, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               13                 28
  CLUS_2               17                 13
  CLUS_3               23                  9
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       31     22      0
  16Q LOSS WILD-TYPE     15     31      4
D69V4, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               31                 15
  CLUS_2               22                 31
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       42     25      7
  16Q LOSS WILD-TYPE     22     38     15
D69V5, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               42                 22
  CLUS_2               25                 38
  CLUS_3                7                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       31      2     41
  16Q LOSS WILD-TYPE     51      0     24
D69V6, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               31                 51
  CLUS_2                2                  0
  CLUS_3               41                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       41     25      8
  16Q LOSS WILD-TYPE     21     40     14
D69V7, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               41                 21
  CLUS_2               25                 40
  CLUS_3                8                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        2     41     31
  16Q LOSS WILD-TYPE      0     24     51
D69V8, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                2                  0
  CLUS_2               41                 24
  CLUS_3               31                 51

Clustering(70) Variable = 17P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED        7     12     10
  17P LOSS WILD-TYPE     34     43     44
D70V1, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                7                 34
  CLUS_2               12                 43
  CLUS_3               10                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  17P LOSS MUTATED        3      2      6      6      3      8      1
  17P LOSS WILD-TYPE     27     26      9     15     15     27      2
D70V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED        5      7      8
  17P LOSS WILD-TYPE     36     23     24
D70V3, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                5                 36
  CLUS_2                7                 23
  CLUS_3                8                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       10     10      0
  17P LOSS WILD-TYPE     36     43      4
D70V4, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               10                 36
  CLUS_2               10                 43
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       14     10      4
  17P LOSS WILD-TYPE     50     53     18
D70V5, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               14                 50
  CLUS_2               10                 53
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       14      1     13
  17P LOSS WILD-TYPE     68      1     52
D70V6, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               14                 68
  CLUS_2                1                  1
  CLUS_3               13                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       13     10      5
  17P LOSS WILD-TYPE     49     55     17
D70V7, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               13                 49
  CLUS_2               10                 55
  CLUS_3                5                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED        1     14     13
  17P LOSS WILD-TYPE      1     51     69
D70V8, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                1                  1
  CLUS_2               14                 51
  CLUS_3               13                 69

Clustering(71) Variable = 17Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        6     15      6
  17Q LOSS WILD-TYPE     35     40     48
D71V1, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                6                 35
  CLUS_2               15                 40
  CLUS_3                6                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  17Q LOSS MUTATED        2      2      5      6      1     10      1
  17Q LOSS WILD-TYPE     28     26     10     15     17     25      2
D71V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        2      5     11
  17Q LOSS WILD-TYPE     39     25     21
D71V3, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                2                 39
  CLUS_2                5                 25
  CLUS_3               11                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       12      6      0
  17Q LOSS WILD-TYPE     34     47      4
D71V4, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               12                 34
  CLUS_2                6                 47
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       14     10      2
  17Q LOSS WILD-TYPE     50     53     20
D71V5, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               14                 50
  CLUS_2               10                 53
  CLUS_3                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       12      0     14
  17Q LOSS WILD-TYPE     70      2     51
D71V6, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               12                 70
  CLUS_2                0                  2
  CLUS_3               14                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       13     10      3
  17Q LOSS WILD-TYPE     49     55     19
D71V7, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               13                 49
  CLUS_2               10                 55
  CLUS_3                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        0     15     11
  17Q LOSS WILD-TYPE      2     50     71
D71V8, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                0                  2
  CLUS_2               15                 50
  CLUS_3               11                 71

Clustering(72) Variable = 18P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       10     17      9
  18P LOSS WILD-TYPE     31     38     45
D72V1, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               10                 31
  CLUS_2               17                 38
  CLUS_3                9                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  18P LOSS MUTATED        3      8      5      6      3     11      0
  18P LOSS WILD-TYPE     27     20     10     15     15     24      3
D72V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        7     10      9
  18P LOSS WILD-TYPE     34     20     23
D72V3, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                7                 34
  CLUS_2               10                 20
  CLUS_3                9                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       13     13      0
  18P LOSS WILD-TYPE     33     40      4
D72V4, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               13                 33
  CLUS_2               13                 40
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       16     16      4
  18P LOSS WILD-TYPE     48     47     18
D72V5, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               16                 48
  CLUS_2               16                 47
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       19      1     16
  18P LOSS WILD-TYPE     63      1     49
D72V6, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               19                 63
  CLUS_2                1                  1
  CLUS_3               16                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       15     17      4
  18P LOSS WILD-TYPE     47     48     18
D72V7, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               15                 47
  CLUS_2               17                 48
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        1     17     18
  18P LOSS WILD-TYPE      1     48     64
D72V8, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                1                  1
  CLUS_2               17                 48
  CLUS_3               18                 64

Clustering(73) Variable = 18Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       10     19      9
  18Q LOSS WILD-TYPE     31     36     45
D73V1, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               10                 31
  CLUS_2               19                 36
  CLUS_3                9                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  18Q LOSS MUTATED        3      8      5     10      2     10      0
  18Q LOSS WILD-TYPE     27     20     10     11     16     25      3
D73V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       10      9      9
  18Q LOSS WILD-TYPE     31     21     23
D73V3, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               10                 31
  CLUS_2                9                 21
  CLUS_3                9                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       12     16      0
  18Q LOSS WILD-TYPE     34     37      4
D73V4, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               12                 34
  CLUS_2               16                 37
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       15     18      5
  18Q LOSS WILD-TYPE     49     45     17
D73V5, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               15                 49
  CLUS_2               18                 45
  CLUS_3                5                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       22      1     15
  18Q LOSS WILD-TYPE     60      1     50
D73V6, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               22                 60
  CLUS_2                1                  1
  CLUS_3               15                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       14     19      5
  18Q LOSS WILD-TYPE     48     46     17
D73V7, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               14                 48
  CLUS_2               19                 46
  CLUS_3                5                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        1     16     21
  18Q LOSS WILD-TYPE      1     49     61
D73V8, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                1                  1
  CLUS_2               16                 49
  CLUS_3               21                 61

Clustering(74) Variable = 19P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        3      7      1
  19P LOSS WILD-TYPE     38     48     53
D74V1, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                3                 38
  CLUS_2                7                 48
  CLUS_3                1                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  19P LOSS MUTATED        0      1      2      5      2      1      0
  19P LOSS WILD-TYPE     30     27     13     16     16     34      3
D74V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        3      3      1
  19P LOSS WILD-TYPE     38     27     31
D74V3, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                3                 38
  CLUS_2                3                 27
  CLUS_3                1                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        3      4      0
  19P LOSS WILD-TYPE     43     49      4
D74V4, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                3                 43
  CLUS_2                4                 49
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        4      7      0
  19P LOSS WILD-TYPE     60     56     22
D74V5, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                4                 60
  CLUS_2                7                 56
  CLUS_3                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        7      0      4
  19P LOSS WILD-TYPE     75      2     61
D74V6, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                7                 75
  CLUS_2                0                  2
  CLUS_3                4                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        4      7      0
  19P LOSS WILD-TYPE     58     58     22
D74V7, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                4                 58
  CLUS_2                7                 58
  CLUS_3                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        0      4      7
  19P LOSS WILD-TYPE      2     61     75
D74V8, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                0                  2
  CLUS_2                4                 61
  CLUS_3                7                 75

Clustering(75) Variable = 19Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        6     11      5
  19Q LOSS WILD-TYPE     35     44     49
D75V1, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                6                 35
  CLUS_2               11                 44
  CLUS_3                5                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  19Q LOSS MUTATED        0      4      4      5      4      5      0
  19Q LOSS WILD-TYPE     30     24     11     16     14     30      3
D75V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        6      6      4
  19Q LOSS WILD-TYPE     35     24     28
D75V3, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                6                 35
  CLUS_2                6                 24
  CLUS_3                4                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        9      7      0
  19Q LOSS WILD-TYPE     37     46      4
D75V4, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                9                 37
  CLUS_2                7                 46
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       10     12      0
  19Q LOSS WILD-TYPE     54     51     22
D75V5, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               10                 54
  CLUS_2               12                 51
  CLUS_3                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       12      0     10
  19Q LOSS WILD-TYPE     70      2     55
D75V6, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               12                 70
  CLUS_2                0                  2
  CLUS_3               10                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       10     12      0
  19Q LOSS WILD-TYPE     52     53     22
D75V7, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               10                 52
  CLUS_2               12                 53
  CLUS_3                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        0     10     12
  19Q LOSS WILD-TYPE      2     55     70
D75V8, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                0                  2
  CLUS_2               10                 55
  CLUS_3               12                 70

Clustering(76) Variable = 20P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        6     11      8
  20P LOSS WILD-TYPE     35     44     46
D76V1, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                6                 35
  CLUS_2               11                 44
  CLUS_3                8                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  20P LOSS MUTATED        2      9      0      4      1      9      0
  20P LOSS WILD-TYPE     28     19     15     17     17     26      3
D76V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        7      2      7
  20P LOSS WILD-TYPE     34     28     25
D76V3, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                7                 34
  CLUS_2                2                 28
  CLUS_3                7                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        8      8      0
  20P LOSS WILD-TYPE     38     45      4
D76V4, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                8                 38
  CLUS_2                8                 45
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       11     12      2
  20P LOSS WILD-TYPE     53     51     20
D76V5, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               11                 53
  CLUS_2               12                 51
  CLUS_3                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       14      0     11
  20P LOSS WILD-TYPE     68      2     54
D76V6, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               14                 68
  CLUS_2                0                  2
  CLUS_3               11                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       11     12      2
  20P LOSS WILD-TYPE     51     53     20
D76V7, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               11                 51
  CLUS_2               12                 53
  CLUS_3                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        0     10     15
  20P LOSS WILD-TYPE      2     55     67
D76V8, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                0                  2
  CLUS_2               10                 55
  CLUS_3               15                 67

Clustering(77) Variable = 20Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        5      3      2
  20Q LOSS WILD-TYPE     36     52     52
D77V1, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                5                 36
  CLUS_2                3                 52
  CLUS_3                2                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  20Q LOSS MUTATED        1      6      0      0      1      2      0
  20Q LOSS WILD-TYPE     29     22     15     21     17     33      3
D77V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        6      1      2
  20Q LOSS WILD-TYPE     35     29     30
D77V3, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                6                 35
  CLUS_2                1                 29
  CLUS_3                2                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        3      6      0
  20Q LOSS WILD-TYPE     43     47      4
D77V4, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                3                 43
  CLUS_2                6                 47
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        2      6      2
  20Q LOSS WILD-TYPE     62     57     20
D77V5, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                2                 62
  CLUS_2                6                 57
  CLUS_3                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        7      0      3
  20Q LOSS WILD-TYPE     75      2     62
D77V6, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                7                 75
  CLUS_2                0                  2
  CLUS_3                3                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        2      6      2
  20Q LOSS WILD-TYPE     60     59     20
D77V7, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                2                 60
  CLUS_2                6                 59
  CLUS_3                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        0      2      8
  20Q LOSS WILD-TYPE      2     63     74
D77V8, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                  2
  CLUS_2                2                 63
  CLUS_3                8                 74

Clustering(78) Variable = 21Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       11     11      4
  21Q LOSS WILD-TYPE     30     44     50
D78V1, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               11                 30
  CLUS_2               11                 44
  CLUS_3                4                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  21Q LOSS MUTATED        2      9      2      5      2      6      0
  21Q LOSS WILD-TYPE     28     19     13     16     16     29      3
D78V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        8      7      4
  21Q LOSS WILD-TYPE     33     23     28
D78V3, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                8                 33
  CLUS_2                7                 23
  CLUS_3                4                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        7     12      0
  21Q LOSS WILD-TYPE     39     41      4
D78V4, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                7                 39
  CLUS_2               12                 41
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        7     14      5
  21Q LOSS WILD-TYPE     57     49     17
D78V5, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                7                 57
  CLUS_2               14                 49
  CLUS_3                5                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       17      0      9
  21Q LOSS WILD-TYPE     65      2     56
D78V6, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               17                 65
  CLUS_2                0                  2
  CLUS_3                9                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        7     15      4
  21Q LOSS WILD-TYPE     55     50     18
D78V7, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                7                 55
  CLUS_2               15                 50
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        0      9     17
  21Q LOSS WILD-TYPE      2     56     65
D78V8, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                0                  2
  CLUS_2                9                 56
  CLUS_3               17                 65

Clustering(79) Variable = 22Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       13     22      8
  22Q LOSS WILD-TYPE     28     33     46
D79V1, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               13                 28
  CLUS_2               22                 33
  CLUS_3                8                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  22Q LOSS MUTATED        4     12      6      7      7      7      0
  22Q LOSS WILD-TYPE     26     16      9     14     11     28      3
D79V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       12     15      6
  22Q LOSS WILD-TYPE     29     15     26
D79V3, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               12                 29
  CLUS_2               15                 15
  CLUS_3                6                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       13     20      0
  22Q LOSS WILD-TYPE     33     33      4
D79V4, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               13                 33
  CLUS_2               20                 33
  CLUS_3                0                  4
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       18     21      4
  22Q LOSS WILD-TYPE     46     42     18
D79V5, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               18                 46
  CLUS_2               21                 42
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       24      1     18
  22Q LOSS WILD-TYPE     58      1     47
D79V6, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               24                 58
  CLUS_2                1                  1
  CLUS_3               18                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       17     22      4
  22Q LOSS WILD-TYPE     45     43     18
D79V7, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               17                 45
  CLUS_2               22                 43
  CLUS_3                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        1     18     24
  22Q LOSS WILD-TYPE      1     47     58
D79V8, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                1                  1
  CLUS_2               18                 47
  CLUS_3               24                 58

Clustering(80) Variable = XQ LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       11     27     20
  XQ LOSS WILD-TYPE     30     28     34
D80V1, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              11                30
  CLUS_2              27                28
  CLUS_3              20                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  XQ LOSS MUTATED        1     10      5     10     10     22      0
  XQ LOSS WILD-TYPE     29     18     10     11      8     13      3
D80V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       11     15     16
  XQ LOSS WILD-TYPE     30     15     16
D80V3, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              11                30
  CLUS_2              15                15
  CLUS_3              16                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       26     16      0
  XQ LOSS WILD-TYPE     20     37      4
D80V4, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              26                20
  CLUS_2              16                37
  CLUS_3               0                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       34     19      5
  XQ LOSS WILD-TYPE     30     44     17
D80V5, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              34                30
  CLUS_2              19                44
  CLUS_3               5                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       22      1     35
  XQ LOSS WILD-TYPE     60      1     30
D80V6, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              22                60
  CLUS_2               1                 1
  CLUS_3              35                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       35     18      5
  XQ LOSS WILD-TYPE     27     47     17
D80V7, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              35                27
  CLUS_2              18                47
  CLUS_3               5                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        1     34     23
  XQ LOSS WILD-TYPE      1     31     59
D80V8, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               1                 1
  CLUS_2              34                31
  CLUS_3              23                59
> q(save="no")
