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

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> source("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/13/Correlate_Genomic_Events.R")
> result <- main("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/13/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-tTRUE", "-iD=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/BRCA-TP/8383919/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/BRCA-TP/8383467/BRCA-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=BRCA-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=BRCA-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/BRCA-TP/8383467/BRCA-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/BRCA-TP/8383919/transformed.cor.cli.txt"

nPatients in clinical file=1064, in cluster file=1033, common to both=1033
[1]   80 1033
[1] "1P GAIN MUTATION ANALYSIS"
[1] 3
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
              197               836 
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
              197               836 
[1] "1Q GAIN MUTATION ANALYSIS"
[1] 3
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
              673               360 
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
              673               360 
[1] "2P GAIN MUTATION ANALYSIS"
[1] 3
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
              117               916 
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
              117               916 
[1] "2Q GAIN MUTATION ANALYSIS"
[1] 3
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               71               962 
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               71               962 
[1] "3P GAIN MUTATION ANALYSIS"
[1] 3
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
              136               897 
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
              136               897 
[1] "3Q GAIN MUTATION ANALYSIS"
[1] 3
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
              205               828 
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
              205               828 
[1] "4P GAIN MUTATION ANALYSIS"
[1] 3
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               75               958 
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               75               958 
[1] "4Q GAIN MUTATION ANALYSIS"
[1] 3
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
               71               962 
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
               71               962 
[1] "5P GAIN MUTATION ANALYSIS"
[1] 3
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
              302               731 
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
              302               731 
[1] "5Q GAIN MUTATION ANALYSIS"
[1] 3
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
              200               833 
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
              200               833 
[1] "6P GAIN MUTATION ANALYSIS"
[1] 3
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
              202               831 
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
              202               831 
[1] "6Q GAIN MUTATION ANALYSIS"
[1] 3
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
              147               886 
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
              147               886 
[1] "7P GAIN MUTATION ANALYSIS"
[1] 3
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
              295               738 
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
              295               738 
[1] "7Q GAIN MUTATION ANALYSIS"
[1] 3
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
              252               781 
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
              252               781 
[1] "8P GAIN MUTATION ANALYSIS"
[1] 3
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
              282               751 
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
              282               751 
[1] "8Q GAIN MUTATION ANALYSIS"
[1] 3
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
              511               522 
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
              511               522 
[1] "9P GAIN MUTATION ANALYSIS"
[1] 3
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
              134               899 
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
              134               899 
[1] "9Q GAIN MUTATION ANALYSIS"
[1] 3
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
              111               922 
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
              111               922 
[1] "10P GAIN MUTATION ANALYSIS"
[1] 3
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
               203                830 
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
               203                830 
[1] "10Q GAIN MUTATION ANALYSIS"
[1] 3
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
               117                916 
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
               117                916 
[1] "11P GAIN MUTATION ANALYSIS"
[1] 3
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
               134                899 
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
               134                899 
[1] "11Q GAIN MUTATION ANALYSIS"
[1] 3
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                91                942 
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                91                942 
[1] "12P GAIN MUTATION ANALYSIS"
[1] 3
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
               224                809 
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
               224                809 
[1] "12Q GAIN MUTATION ANALYSIS"
[1] 3
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
               188                845 
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
               188                845 
[1] "13Q GAIN MUTATION ANALYSIS"
[1] 3
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                91                942 
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                91                942 
[1] "14Q GAIN MUTATION ANALYSIS"
[1] 3
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
               139                894 
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
               139                894 
[1] "15Q GAIN MUTATION ANALYSIS"
[1] 3
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                85                948 
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                85                948 
[1] "16P GAIN MUTATION ANALYSIS"
[1] 3
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
               454                579 
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
               454                579 
[1] "16Q GAIN MUTATION ANALYSIS"
[1] 3
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
               131                902 
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
               131                902 
[1] "17P GAIN MUTATION ANALYSIS"
[1] 3
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
               105                928 
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
               105                928 
[1] "17Q GAIN MUTATION ANALYSIS"
[1] 3
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
               214                819 
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
               214                819 
[1] "18P GAIN MUTATION ANALYSIS"
[1] 3
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
               170                863 
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
               170                863 
[1] "18Q GAIN MUTATION ANALYSIS"
[1] 3
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
               147                886 
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
               147                886 
[1] "19P GAIN MUTATION ANALYSIS"
[1] 3
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
               173                860 
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
               173                860 
[1] "19Q GAIN MUTATION ANALYSIS"
[1] 3
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
               207                826 
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
               207                826 
[1] "20P GAIN MUTATION ANALYSIS"
[1] 3
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
               399                634 
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
               399                634 
[1] "20Q GAIN MUTATION ANALYSIS"
[1] 3
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
               434                599 
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
               434                599 
[1] "21Q GAIN MUTATION ANALYSIS"
[1] 3
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
               188                845 
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
               188                845 
[1] "22Q GAIN MUTATION ANALYSIS"
[1] 3
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                94                939 
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                94                939 
[1] "XQ GAIN MUTATION ANALYSIS"
[1] 3
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
              133               900 
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
              133               900 
[1] "1P LOSS MUTATION ANALYSIS"
[1] 3
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
              234               799 
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
              234               799 
[1] "1Q LOSS MUTATION ANALYSIS"
[1] 3
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               53               980 
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               53               980 
[1] "2P LOSS MUTATION ANALYSIS"
[1] 3
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
              175               858 
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
              175               858 
[1] "2Q LOSS MUTATION ANALYSIS"
[1] 3
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
              199               834 
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
              199               834 
[1] "3P LOSS MUTATION ANALYSIS"
[1] 3
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
              178               855 
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
              178               855 
[1] "3Q LOSS MUTATION ANALYSIS"
[1] 3
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               99               934 
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               99               934 
[1] "4P LOSS MUTATION ANALYSIS"
[1] 3
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
              337               696 
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
              337               696 
[1] "4Q LOSS MUTATION ANALYSIS"
[1] 3
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
              299               734 
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
              299               734 
[1] "5P LOSS MUTATION ANALYSIS"
[1] 3
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
              133               900 
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
              133               900 
[1] "5Q LOSS MUTATION ANALYSIS"
[1] 3
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
              219               814 
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
              219               814 
[1] "6P LOSS MUTATION ANALYSIS"
[1] 3
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
              177               856 
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
              177               856 
[1] "6Q LOSS MUTATION ANALYSIS"
[1] 3
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
              260               773 
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
              260               773 
[1] "7P LOSS MUTATION ANALYSIS"
[1] 3
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
              108               925 
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
              108               925 
[1] "7Q LOSS MUTATION ANALYSIS"
[1] 3
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
              116               917 
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
              116               917 
[1] "8P LOSS MUTATION ANALYSIS"
[1] 3
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
              375               658 
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
              375               658 
[1] "8Q LOSS MUTATION ANALYSIS"
[1] 3
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               87               946 
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               87               946 
[1] "9P LOSS MUTATION ANALYSIS"
[1] 3
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
              307               726 
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
              307               726 
[1] "9Q LOSS MUTATION ANALYSIS"
[1] 3
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
              278               755 
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
              278               755 
[1] "10P LOSS MUTATION ANALYSIS"
[1] 3
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
               169                864 
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
               169                864 
[1] "10Q LOSS MUTATION ANALYSIS"
[1] 3
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
               224                809 
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
               224                809 
[1] "11P LOSS MUTATION ANALYSIS"
[1] 3
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
               263                770 
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
               263                770 
[1] "11Q LOSS MUTATION ANALYSIS"
[1] 3
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
               350                683 
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
               350                683 
[1] "12P LOSS MUTATION ANALYSIS"
[1] 3
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
               145                888 
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
               145                888 
[1] "12Q LOSS MUTATION ANALYSIS"
[1] 3
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
               124                909 
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
               124                909 
[1] "13Q LOSS MUTATION ANALYSIS"
[1] 3
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
               423                610 
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
               423                610 
[1] "14Q LOSS MUTATION ANALYSIS"
[1] 3
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
               251                782 
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
               251                782 
[1] "15Q LOSS MUTATION ANALYSIS"
[1] 3
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
               308                725 
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
               308                725 
[1] "16P LOSS MUTATION ANALYSIS"
[1] 3
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
               164                869 
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
               164                869 
[1] "16Q LOSS MUTATION ANALYSIS"
[1] 3
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
               575                458 
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
               575                458 
[1] "17P LOSS MUTATION ANALYSIS"
[1] 3
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
               553                480 
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
               553                480 
[1] "17Q LOSS MUTATION ANALYSIS"
[1] 3
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
               264                769 
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
               264                769 
[1] "18P LOSS MUTATION ANALYSIS"
[1] 3
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
               309                724 
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
               309                724 
[1] "18Q LOSS MUTATION ANALYSIS"
[1] 3
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
               310                723 
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
               310                723 
[1] "19P LOSS MUTATION ANALYSIS"
[1] 3
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
               186                847 
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
               186                847 
[1] "19Q LOSS MUTATION ANALYSIS"
[1] 3
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
               155                878 
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
               155                878 
[1] "20P LOSS MUTATION ANALYSIS"
[1] 3
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                87                946 
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                87                946 
[1] "20Q LOSS MUTATION ANALYSIS"
[1] 3
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                51                982 
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                51                982 
[1] "21Q LOSS MUTATION ANALYSIS"
[1] 3
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
               168                865 
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
               168                865 
[1] "22Q LOSS MUTATION ANALYSIS"
[1] 3
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
               467                566 
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
               467                566 
[1] "XQ LOSS MUTATION ANALYSIS"
[1] 3
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
              173               860 
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
              173               860 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
 [1] "MRNA_CNMF"                   "MRNA_CHIERARCHICAL"         
 [3] "CN_CNMF"                     "METHLYATION_CNMF"           
 [5] "RPPA_CNMF"                   "RPPA_CHIERARCHICAL"         
 [7] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
 [9] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[11] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"

Input Data has 12 rows and 1033 columns.

Variable 1:'MRNA_CNMF':	nDistinctValues=8,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'MRNA_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'CN_CNMF':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'METHLYATION_CNMF':	nDistinctValues=6,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'RPPA_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'RPPA_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MRNASEQ_CNMF':	nDistinctValues=6,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 9:'MIRSEQ_CNMF':	nDistinctValues=6,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 10:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 11:'MIRSEQ_MATURE_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 12:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
 [1] "MRNA_CNMF"                   "MRNA_CHIERARCHICAL"         
 [3] "CN_CNMF"                     "METHLYATION_CNMF"           
 [5] "RPPA_CNMF"                   "RPPA_CHIERARCHICAL"         
 [7] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
 [9] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[11] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 1033 columns, 0 survival variables, and 12 non-survival variables.
MRNA_CNMF, nv=8, binary=FALSE, numeric=FALSE
MRNA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
CN_CNMF, nv=5, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=6, binary=FALSE, numeric=FALSE
RPPA_CNMF, nv=3, binary=FALSE, numeric=FALSE
RPPA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=6, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=6, 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 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1P GAIN MUTATED        2      3     17     40      7     18      6      5
  1P GAIN WILD-TYPE     19     33    102     56    102     54     14     35
D1V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       15     49     34
  1P GAIN WILD-TYPE    107     76    232
D1V2, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              15               107
  CLUS_2              49                76
  CLUS_3              34               232
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P GAIN MUTATED       42     38      7    100     10
  1P GAIN WILD-TYPE    335    214     97    152     38
D1V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1P GAIN MUTATED       50     16     14     23      6     29
  1P GAIN WILD-TYPE     74    160     90    112     50     87
D1V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       49     18     13
  1P GAIN WILD-TYPE     98    115    104
D1V5, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              49                98
  CLUS_2              18               115
  CLUS_3              13               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       30     10     40
  1P GAIN WILD-TYPE    131    100     86
D1V6, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              30               131
  CLUS_2              10               100
  CLUS_3              40                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1P GAIN MUTATED       80     13     23     41     32      5
  1P GAIN WILD-TYPE    110     82    234    128    228     43
D1V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       40     61     93
  1P GAIN WILD-TYPE    299    372    154
D1V8, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              40               299
  CLUS_2              61               372
  CLUS_3              93               154
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1P GAIN MUTATED       25     29     25     86     25      4
  1P GAIN WILD-TYPE    169    141    202    165    115     28
D1V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       71    100     23
  1P GAIN WILD-TYPE    460    173    187
D1V10, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              71               460
  CLUS_2             100               173
  CLUS_3              23               187
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       33     27     76
  1P GAIN WILD-TYPE    215    211    142
D1V11, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              33               215
  CLUS_2              27               211
  CLUS_3              76               142
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       62     52     22
  1P GAIN WILD-TYPE    103    306    159
D1V12, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              62               103
  CLUS_2              52               306
  CLUS_3              22               159

Clustering(2) Variable = 1Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1Q GAIN MUTATED       14     20     60     66     86     50     12     28
  1Q GAIN WILD-TYPE      7     16     59     30     23     22      8     12
D2V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       78     82    176
  1Q GAIN WILD-TYPE     44     43     90
D2V2, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              78                44
  CLUS_2              82                43
  CLUS_3             176                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q GAIN MUTATED      223    161     99    162     28
  1Q GAIN WILD-TYPE    154     91      5     90     20
D2V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q GAIN MUTATED       83    134     75     72     31     65
  1Q GAIN WILD-TYPE     41     42     29     63     25     51
D2V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       96     90     72
  1Q GAIN WILD-TYPE     51     43     45
D2V5, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              96                51
  CLUS_2              90                43
  CLUS_3              72                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED      112     66     80
  1Q GAIN WILD-TYPE     49     44     46
D2V6, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1             112                49
  CLUS_2              66                44
  CLUS_3              80                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q GAIN MUTATED      127     56    209    109    132     32
  1Q GAIN WILD-TYPE     63     39     48     60    128     16
D2V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED      228    281    156
  1Q GAIN WILD-TYPE    111    152     91
D2V8, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1             228               111
  CLUS_2             281               152
  CLUS_3             156                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q GAIN MUTATED      132    113    142    164     85     25
  1Q GAIN WILD-TYPE     62     57     85     87     55      7
D2V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED      343    178    140
  1Q GAIN WILD-TYPE    188     95     70
D2V10, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1             343               188
  CLUS_2             178                95
  CLUS_3             140                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED      156    160    142
  1Q GAIN WILD-TYPE     92     78     76
D2V11, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1             156                92
  CLUS_2             160                78
  CLUS_3             142                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED      105    225    128
  1Q GAIN WILD-TYPE     60    133     53
D2V12, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1             105                60
  CLUS_2             225               133
  CLUS_3             128                53

Clustering(3) Variable = 2P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2P GAIN MUTATED        1      1      6     31      1     20      1      0
  2P GAIN WILD-TYPE     20     35    113     65    108     52     19     40
D3V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        1     41     19
  2P GAIN WILD-TYPE    121     84    247
D3V2, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               1               121
  CLUS_2              41                84
  CLUS_3              19               247
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P GAIN MUTATED       12     23      7     69      6
  2P GAIN WILD-TYPE    365    229     97    183     42
D3V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P GAIN MUTATED       36      2      8     14      3     14
  2P GAIN WILD-TYPE     88    174     96    121     53    102
D3V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       40      2      9
  2P GAIN WILD-TYPE    107    131    108
D3V5, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              40               107
  CLUS_2               2               131
  CLUS_3               9               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        9      4     38
  2P GAIN WILD-TYPE    152    106     88
D3V6, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               9               152
  CLUS_2               4               106
  CLUS_3              38                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P GAIN MUTATED       59      2      6     37     11      0
  2P GAIN WILD-TYPE    131     93    251    132    249     48
D3V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        4     35     76
  2P GAIN WILD-TYPE    335    398    171
D3V8, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               4               335
  CLUS_2              35               398
  CLUS_3              76               171
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P GAIN MUTATED       13      5      4     66     19      4
  2P GAIN WILD-TYPE    181    165    223    185    121     28
D3V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       33     73      5
  2P GAIN WILD-TYPE    498    200    205
D3V10, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              33               498
  CLUS_2              73               200
  CLUS_3               5               205
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       11      4     65
  2P GAIN WILD-TYPE    237    234    153
D3V11, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              11               237
  CLUS_2               4               234
  CLUS_3              65               153
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       50     24      6
  2P GAIN WILD-TYPE    115    334    175
D3V12, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              50               115
  CLUS_2              24               334
  CLUS_3               6               175

Clustering(4) Variable = 2Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2Q GAIN MUTATED        1      1      5     18      1     14      0      0
  2Q GAIN WILD-TYPE     20     35    114     78    108     58     20     40
D4V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        1     25     14
  2Q GAIN WILD-TYPE    121    100    252
D4V2, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               1               121
  CLUS_2              25               100
  CLUS_3              14               252
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q GAIN MUTATED        9     15      6     40      1
  2Q GAIN WILD-TYPE    368    237     98    212     47
D4V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q GAIN MUTATED       20      2      7      6      1      5
  2Q GAIN WILD-TYPE    104    174     97    129     55    111
D4V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       26      2      4
  2Q GAIN WILD-TYPE    121    131    113
D4V5, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              26               121
  CLUS_2               2               131
  CLUS_3               4               113
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        6      3     23
  2Q GAIN WILD-TYPE    155    107    103
D4V6, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               6               155
  CLUS_2               3               107
  CLUS_3              23               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q GAIN MUTATED       34      2      5     23      6      0
  2Q GAIN WILD-TYPE    156     93    252    146    254     48
D4V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        4     22     44
  2Q GAIN WILD-TYPE    335    411    203
D4V8, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               4               335
  CLUS_2              22               411
  CLUS_3              44               203
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q GAIN MUTATED        9      4      3     36     11      3
  2Q GAIN WILD-TYPE    185    166    224    215    129     29
D4V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       22     42      2
  2Q GAIN WILD-TYPE    509    231    208
D4V10, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              22               509
  CLUS_2              42               231
  CLUS_3               2               208
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        7      4     40
  2Q GAIN WILD-TYPE    241    234    178
D4V11, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               7               241
  CLUS_2               4               234
  CLUS_3              40               178
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       31     17      3
  2Q GAIN WILD-TYPE    134    341    178
D4V12, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              31               134
  CLUS_2              17               341
  CLUS_3               3               178

Clustering(5) Variable = 3P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3P GAIN MUTATED        4      6     23     19     16     12      6      0
  3P GAIN WILD-TYPE     17     30     96     77     93     60     14     40
D5V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        8     24     54
  3P GAIN WILD-TYPE    114    101    212
D5V2, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               8               114
  CLUS_2              24               101
  CLUS_3              54               212
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P GAIN MUTATED       11     47     22     46     10
  3P GAIN WILD-TYPE    366    205     82    206     38
D5V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P GAIN MUTATED       29     12     12     16      2      7
  3P GAIN WILD-TYPE     95    164     92    119     54    109
D5V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       27     24     15
  3P GAIN WILD-TYPE    120    109    102
D5V5, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              27               120
  CLUS_2              24               109
  CLUS_3              15               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       32     13     21
  3P GAIN WILD-TYPE    129     97    105
D5V6, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              32               129
  CLUS_2              13                97
  CLUS_3              21               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P GAIN MUTATED       40      6     28     23     37      1
  3P GAIN WILD-TYPE    150     89    229    146    223     47
D5V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       19     70     46
  3P GAIN WILD-TYPE    320    363    201
D5V8, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              19               320
  CLUS_2              70               363
  CLUS_3              46               201
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P GAIN MUTATED       23     11     26     49     21      2
  3P GAIN WILD-TYPE    171    159    201    202    119     30
D5V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       65     53     14
  3P GAIN WILD-TYPE    466    220    196
D5V10, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              65               466
  CLUS_2              53               220
  CLUS_3              14               196
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       24     20     40
  3P GAIN WILD-TYPE    224    218    178
D5V11, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              24               224
  CLUS_2              20               218
  CLUS_3              40               178
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       31     38     15
  3P GAIN WILD-TYPE    134    320    166
D5V12, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              31               134
  CLUS_2              38               320
  CLUS_3              15               166

Clustering(6) Variable = 3Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3Q GAIN MUTATED        2      7     29     32     16     17      7      1
  3Q GAIN WILD-TYPE     19     29     90     64     93     55     13     39
D6V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        9     38     64
  3Q GAIN WILD-TYPE    113     87    202
D6V2, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               9               113
  CLUS_2              38                87
  CLUS_3              64               202
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q GAIN MUTATED       20     59     26     88     12
  3Q GAIN WILD-TYPE    357    193     78    164     36
D6V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q GAIN MUTATED       49     15     19     23      7     10
  3Q GAIN WILD-TYPE     75    161     85    112     49    106
D6V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       44     28     18
  3Q GAIN WILD-TYPE    103    105     99
D6V5, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              44               103
  CLUS_2              28               105
  CLUS_3              18                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       38     18     34
  3Q GAIN WILD-TYPE    123     92     92
D6V6, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              38               123
  CLUS_2              18                92
  CLUS_3              34                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q GAIN MUTATED       75      7     36     35     50      1
  3Q GAIN WILD-TYPE    115     88    221    134    210     47
D6V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       30     91     83
  3Q GAIN WILD-TYPE    309    342    164
D6V8, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              30               309
  CLUS_2              91               342
  CLUS_3              83               164
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q GAIN MUTATED       35     15     31     89     29      2
  3Q GAIN WILD-TYPE    159    155    196    162    111     30
D6V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       88     92     21
  3Q GAIN WILD-TYPE    443    181    189
D6V10, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              88               443
  CLUS_2              92               181
  CLUS_3              21               189
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       33     28     75
  3Q GAIN WILD-TYPE    215    210    143
D6V11, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              33               215
  CLUS_2              28               210
  CLUS_3              75               143
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       62     52     22
  3Q GAIN WILD-TYPE    103    306    159
D6V12, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              62               103
  CLUS_2              52               306
  CLUS_3              22               159

Clustering(7) Variable = 4P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4P GAIN MUTATED        1      2     22      3      3      4      0      2
  4P GAIN WILD-TYPE     20     34     97     93    106     68     20     38
D7V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        4      4     29
  4P GAIN WILD-TYPE    118    121    237
D7V2, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               4               118
  CLUS_2               4               121
  CLUS_3              29               237
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P GAIN MUTATED        5     48      3     15      4
  4P GAIN WILD-TYPE    372    204    101    237     44
D7V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P GAIN MUTATED        7      6      8     24      4      3
  4P GAIN WILD-TYPE    117    170     96    111     52    113
D7V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        8     12      9
  4P GAIN WILD-TYPE    139    121    108
D7V5, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               8               139
  CLUS_2              12               121
  CLUS_3               9               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       15      9      5
  4P GAIN WILD-TYPE    146    101    121
D7V6, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              15               146
  CLUS_2               9               101
  CLUS_3               5               121
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P GAIN MUTATED        8      5      7     12     40      2
  4P GAIN WILD-TYPE    182     90    250    157    220     46
D7V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       15     45     14
  4P GAIN WILD-TYPE    324    388    233
D7V8, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              15               324
  CLUS_2              45               388
  CLUS_3              14               233
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P GAIN MUTATED       10      5     19     17     19      4
  4P GAIN WILD-TYPE    184    165    208    234    121     28
D7V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       46     22      6
  4P GAIN WILD-TYPE    485    251    204
D7V10, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              46               485
  CLUS_2              22               251
  CLUS_3               6               204
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       22     13     14
  4P GAIN WILD-TYPE    226    225    204
D7V11, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              22               226
  CLUS_2              13               225
  CLUS_3              14               204
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       11     30      8
  4P GAIN WILD-TYPE    154    328    173
D7V12, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              11               154
  CLUS_2              30               328
  CLUS_3               8               173

Clustering(8) Variable = 4Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4Q GAIN MUTATED        1      2     23      2      3      2      0      2
  4Q GAIN WILD-TYPE     20     34     96     94    106     70     20     38
D8V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        4      3     28
  4Q GAIN WILD-TYPE    118    122    238
D8V2, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               4               118
  CLUS_2               3               122
  CLUS_3              28               238
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q GAIN MUTATED        5     45      2     13      6
  4Q GAIN WILD-TYPE    372    207    102    239     42
D8V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q GAIN MUTATED        7      7      5     21      4      3
  4Q GAIN WILD-TYPE    117    169     99    114     52    113
D8V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        6     14      9
  4Q GAIN WILD-TYPE    141    119    108
D8V5, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               6               141
  CLUS_2              14               119
  CLUS_3               9               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       17      9      3
  4Q GAIN WILD-TYPE    144    101    123
D8V6, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              17               144
  CLUS_2               9               101
  CLUS_3               3               123
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q GAIN MUTATED        8      4      7     10     39      2
  4Q GAIN WILD-TYPE    182     91    250    159    221     46
D8V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       15     43     12
  4Q GAIN WILD-TYPE    324    390    235
D8V8, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              15               324
  CLUS_2              43               390
  CLUS_3              12               235
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q GAIN MUTATED        9      5     18     18     17      3
  4Q GAIN WILD-TYPE    185    165    209    233    123     29
D8V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       45     19      6
  4Q GAIN WILD-TYPE    486    254    204
D8V10, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              45               486
  CLUS_2              19               254
  CLUS_3               6               204
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       22     12     13
  4Q GAIN WILD-TYPE    226    226    205
D8V11, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              22               226
  CLUS_2              12               226
  CLUS_3              13               205
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       11     28      8
  4Q GAIN WILD-TYPE    154    330    173
D8V12, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              11               154
  CLUS_2              28               330
  CLUS_3               8               173

Clustering(9) Variable = 5P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5P GAIN MUTATED        5     14     33     23     31     29     12      8
  5P GAIN WILD-TYPE     16     22     86     73     78     43      8     32
D9V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       39     38     78
  5P GAIN WILD-TYPE     83     87    188
D9V2, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              39                83
  CLUS_2              38                87
  CLUS_3              78               188
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P GAIN MUTATED       54    113     49     74     12
  5P GAIN WILD-TYPE    323    139     55    178     36
D9V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P GAIN MUTATED       41     47     38     40     11     24
  5P GAIN WILD-TYPE     83    129     66     95     45     92
D9V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       44     42     37
  5P GAIN WILD-TYPE    103     91     80
D9V5, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              44               103
  CLUS_2              42                91
  CLUS_3              37                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       56     34     33
  5P GAIN WILD-TYPE    105     76     93
D9V6, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              56               105
  CLUS_2              34                76
  CLUS_3              33                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P GAIN MUTATED       51     23     74     63     77     10
  5P GAIN WILD-TYPE    139     72    183    106    183     38
D9V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       89    136     73
  5P GAIN WILD-TYPE    250    297    174
D9V8, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              89               250
  CLUS_2             136               297
  CLUS_3              73               174
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P GAIN MUTATED       66     29     68     83     42      8
  5P GAIN WILD-TYPE    128    141    159    168     98     24
D9V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED      167     84     45
  5P GAIN WILD-TYPE    364    189    165
D9V10, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1             167               364
  CLUS_2              84               189
  CLUS_3              45               165
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       79     57     68
  5P GAIN WILD-TYPE    169    181    150
D9V11, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              79               169
  CLUS_2              57               181
  CLUS_3              68               150
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       50    113     41
  5P GAIN WILD-TYPE    115    245    140
D9V12, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              50               115
  CLUS_2             113               245
  CLUS_3              41               140

Clustering(10) Variable = 5Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5Q GAIN MUTATED        5      9     24      7     29     17      6      4
  5Q GAIN WILD-TYPE     16     27     95     89     80     55     14     36
D10V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       27     14     60
  5Q GAIN WILD-TYPE     95    111    206
D10V2, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              27                95
  CLUS_2              14               111
  CLUS_3              60               206
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q GAIN MUTATED       44     83     47     16     10
  5Q GAIN WILD-TYPE    333    169     57    236     38
D10V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q GAIN MUTATED       13     42     29     32      6     14
  5Q GAIN WILD-TYPE    111    134     75    103     50    102
D10V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       17     37     27
  5Q GAIN WILD-TYPE    130     96     90
D10V5, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              17               130
  CLUS_2              37                96
  CLUS_3              27                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       42     26     13
  5Q GAIN WILD-TYPE    119     84    113
D10V6, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              42               119
  CLUS_2              26                84
  CLUS_3              13               113
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q GAIN MUTATED       18     17     65     30     60      7
  5Q GAIN WILD-TYPE    172     78    192    139    200     41
D10V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       70    103     24
  5Q GAIN WILD-TYPE    269    330    223
D10V8, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              70               269
  CLUS_2             103               330
  CLUS_3              24               223
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q GAIN MUTATED       51     25     52     34     28      7
  5Q GAIN WILD-TYPE    143    145    175    217    112     25
D10V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED      123     34     40
  5Q GAIN WILD-TYPE    408    239    170
D10V10, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1             123               408
  CLUS_2              34               239
  CLUS_3              40               170
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       63     48     25
  5Q GAIN WILD-TYPE    185    190    193
D10V11, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              63               185
  CLUS_2              48               190
  CLUS_3              25               193
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       17     87     32
  5Q GAIN WILD-TYPE    148    271    149
D10V12, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              17               148
  CLUS_2              87               271
  CLUS_3              32               149

Clustering(11) Variable = 6P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6P GAIN MUTATED        2      2     18     36     13     19      7      2
  6P GAIN WILD-TYPE     19     34    101     60     96     53     13     38
D11V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       10     40     49
  6P GAIN WILD-TYPE    112     85    217
D11V2, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              10               112
  CLUS_2              40                85
  CLUS_3              49               217
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P GAIN MUTATED       17     44     19    112     10
  6P GAIN WILD-TYPE    360    208     85    140     38
D11V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P GAIN MUTATED       54     11     23     32      2     15
  6P GAIN WILD-TYPE     70    165     81    103     54    101
D11V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       45     19     14
  6P GAIN WILD-TYPE    102    114    103
D11V5, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              45               102
  CLUS_2              19               114
  CLUS_3              14               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       26     16     36
  6P GAIN WILD-TYPE    135     94     90
D11V6, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              26               135
  CLUS_2              16                94
  CLUS_3              36                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P GAIN MUTATED       80      7     26     45     36      2
  6P GAIN WILD-TYPE    110     88    231    124    224     46
D11V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       27     79     90
  6P GAIN WILD-TYPE    312    354    157
D11V8, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              27               312
  CLUS_2              79               354
  CLUS_3              90               157
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P GAIN MUTATED       22     17     23     93     30      9
  6P GAIN WILD-TYPE    172    153    204    158    110     23
D11V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       80    101     13
  6P GAIN WILD-TYPE    451    172    197
D11V10, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              80               451
  CLUS_2             101               172
  CLUS_3              13               197
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       26     24     83
  6P GAIN WILD-TYPE    222    214    135
D11V11, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              26               222
  CLUS_2              24               214
  CLUS_3              83               135
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       66     48     19
  6P GAIN WILD-TYPE     99    310    162
D11V12, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              66                99
  CLUS_2              48               310
  CLUS_3              19               162

Clustering(12) Variable = 6Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6Q GAIN MUTATED        1      0      9     29     11     13      7      2
  6Q GAIN WILD-TYPE     20     36    110     67     98     59     13     38
D12V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        7     32     33
  6Q GAIN WILD-TYPE    115     93    233
D12V2, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               7               115
  CLUS_2              32                93
  CLUS_3              33               233
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q GAIN MUTATED       13     21     13     93      7
  6Q GAIN WILD-TYPE    364    231     91    159     41
D12V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q GAIN MUTATED       41      6     15     18      2     14
  6Q GAIN WILD-TYPE     83    170     89    117     54    102
D12V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       38     10     10
  6Q GAIN WILD-TYPE    109    123    107
D12V5, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              38               109
  CLUS_2              10               123
  CLUS_3              10               107
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       17     12     29
  6Q GAIN WILD-TYPE    144     98     97
D12V6, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              17               144
  CLUS_2              12                98
  CLUS_3              29                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q GAIN MUTATED       60      5     20     35     19      2
  6Q GAIN WILD-TYPE    130     90    237    134    241     46
D12V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       22     52     67
  6Q GAIN WILD-TYPE    317    381    180
D12V8, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              22               317
  CLUS_2              52               381
  CLUS_3              67               180
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q GAIN MUTATED       15     12     15     75     19      5
  6Q GAIN WILD-TYPE    179    158    212    176    121     27
D12V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       52     78     11
  6Q GAIN WILD-TYPE    479    195    199
D12V10, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              52               479
  CLUS_2              78               195
  CLUS_3              11               199
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       19     17     67
  6Q GAIN WILD-TYPE    229    221    151
D12V11, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              19               229
  CLUS_2              17               221
  CLUS_3              67               151
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       54     35     14
  6Q GAIN WILD-TYPE    111    323    167
D12V12, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              54               111
  CLUS_2              35               323
  CLUS_3              14               167

Clustering(13) Variable = 7P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7P GAIN MUTATED        3      9     27     35     34     30      4      5
  7P GAIN WILD-TYPE     18     27     92     61     75     42     16     35
D13V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       32     44     71
  7P GAIN WILD-TYPE     90     81    195
D13V2, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              32                90
  CLUS_2              44                81
  CLUS_3              71               195
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P GAIN MUTATED       69     73     54     86     13
  7P GAIN WILD-TYPE    308    179     50    166     35
D13V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P GAIN MUTATED       49     42     33     44     10     22
  7P GAIN WILD-TYPE     75    134     71     91     46     94
D13V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       48     36     34
  7P GAIN WILD-TYPE     99     97     83
D13V5, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              48                99
  CLUS_2              36                97
  CLUS_3              34                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       42     32     44
  7P GAIN WILD-TYPE    119     78     82
D13V6, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              42               119
  CLUS_2              32                78
  CLUS_3              44                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P GAIN MUTATED       65     20     75     62     65      5
  7P GAIN WILD-TYPE    125     75    182    107    195     43
D13V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       75    125     92
  7P GAIN WILD-TYPE    264    308    155
D13V8, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              75               264
  CLUS_2             125               308
  CLUS_3              92               155
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P GAIN MUTATED       56     44     50     88     35     13
  7P GAIN WILD-TYPE    138    126    177    163    105     19
D13V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED      145     93     48
  7P GAIN WILD-TYPE    386    180    162
D13V10, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1             145               386
  CLUS_2              93               180
  CLUS_3              48               162
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       67     64     75
  7P GAIN WILD-TYPE    181    174    143
D13V11, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              67               181
  CLUS_2              64               174
  CLUS_3              75               143
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       61    104     41
  7P GAIN WILD-TYPE    104    254    140
D13V12, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              61               104
  CLUS_2             104               254
  CLUS_3              41               140

Clustering(14) Variable = 7Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7Q GAIN MUTATED        2      7     21     35     30     23      3      3
  7Q GAIN WILD-TYPE     19     29     98     61     79     49     17     37
D14V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       23     43     58
  7Q GAIN WILD-TYPE     99     82    208
D14V2, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              23                99
  CLUS_2              43                82
  CLUS_3              58               208
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q GAIN MUTATED       56     55     48     82     11
  7Q GAIN WILD-TYPE    321    197     56    170     37
D14V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q GAIN MUTATED       48     36     24     34      7     19
  7Q GAIN WILD-TYPE     76    140     80    101     49     97
D14V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       45     31     20
  7Q GAIN WILD-TYPE    102    102     97
D14V5, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              45               102
  CLUS_2              31               102
  CLUS_3              20                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       37     20     39
  7Q GAIN WILD-TYPE    124     90     87
D14V6, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              37               124
  CLUS_2              20                90
  CLUS_3              39                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q GAIN MUTATED       69     16     62     49     51      2
  7Q GAIN WILD-TYPE    121     79    195    120    209     46
D14V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       61     96     92
  7Q GAIN WILD-TYPE    278    337    155
D14V8, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              61               278
  CLUS_2              96               337
  CLUS_3              92               155
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q GAIN MUTATED       43     40     41     87     23     11
  7Q GAIN WILD-TYPE    151    130    186    164    117     21
D14V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED      112     92     41
  7Q GAIN WILD-TYPE    419    181    169
D14V10, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1             112               419
  CLUS_2              92               181
  CLUS_3              41               169
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       50     59     71
  7Q GAIN WILD-TYPE    198    179    147
D14V11, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              50               198
  CLUS_2              59               179
  CLUS_3              71               147
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       60     84     36
  7Q GAIN WILD-TYPE    105    274    145
D14V12, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              60               105
  CLUS_2              84               274
  CLUS_3              36               145

Clustering(15) Variable = 8P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8P GAIN MUTATED        8      7     38     28     29     19      4      4
  8P GAIN WILD-TYPE     13     29     81     68     80     53     16     36
D15V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       23     35     79
  8P GAIN WILD-TYPE     99     90    187
D15V2, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              23                99
  CLUS_2              35                90
  CLUS_3              79               187
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P GAIN MUTATED       73     68     39     75     27
  8P GAIN WILD-TYPE    304    184     65    177     21
D15V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P GAIN MUTATED       49     35     31     38     15     24
  8P GAIN WILD-TYPE     75    141     73     97     41     92
D15V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       39     38     29
  8P GAIN WILD-TYPE    108     95     88
D15V5, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              39               108
  CLUS_2              38                95
  CLUS_3              29                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       46     24     36
  8P GAIN WILD-TYPE    115     86     90
D15V6, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              46               115
  CLUS_2              24                86
  CLUS_3              36                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P GAIN MUTATED       65     23     60     37     86      7
  8P GAIN WILD-TYPE    125     72    197    132    174     41
D15V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       68    130     80
  8P GAIN WILD-TYPE    271    303    167
D15V8, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              68               271
  CLUS_2             130               303
  CLUS_3              80               167
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P GAIN MUTATED       44     38     63     73     46     12
  8P GAIN WILD-TYPE    150    132    164    178     94     20
D15V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED      134     89     53
  8P GAIN WILD-TYPE    397    184    157
D15V10, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1             134               397
  CLUS_2              89               184
  CLUS_3              53               157
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       59     54     79
  8P GAIN WILD-TYPE    189    184    139
D15V11, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              59               189
  CLUS_2              54               184
  CLUS_3              79               139
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       59     90     43
  8P GAIN WILD-TYPE    106    268    138
D15V12, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              59               106
  CLUS_2              90               268
  CLUS_3              43               138

Clustering(16) Variable = 8Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8Q GAIN MUTATED       14     12     74     62     44     35     15     14
  8Q GAIN WILD-TYPE      7     24     45     34     65     37      5     26
D16V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       48     74    148
  8Q GAIN WILD-TYPE     74     51    118
D16V2, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              48                74
  CLUS_2              74                51
  CLUS_3             148               118
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q GAIN MUTATED      112    152     44    161     42
  8Q GAIN WILD-TYPE    265    100     60     91      6
D16V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q GAIN MUTATED       87     49     50     81     19     51
  8Q GAIN WILD-TYPE     37    127     54     54     37     65
D16V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       82     60     65
  8Q GAIN WILD-TYPE     65     73     52
D16V5, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              82                65
  CLUS_2              60                73
  CLUS_3              65                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       82     54     71
  8Q GAIN WILD-TYPE     79     56     55
D16V6, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              82                79
  CLUS_2              54                56
  CLUS_3              71                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q GAIN MUTATED      127     36     80     88    154     18
  8Q GAIN WILD-TYPE     63     59    177     81    106     30
D16V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED      120    230    153
  8Q GAIN WILD-TYPE    219    203     94
D16V8, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1             120               219
  CLUS_2             230               203
  CLUS_3             153                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q GAIN MUTATED       92     59     92    157     85     16
  8Q GAIN WILD-TYPE    102    111    135     94     55     16
D16V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED      252    180     69
  8Q GAIN WILD-TYPE    279     93    141
D16V10, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1             252               279
  CLUS_2             180                93
  CLUS_3              69               141
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED      113     80    145
  8Q GAIN WILD-TYPE    135    158     73
D16V11, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1             113               135
  CLUS_2              80               158
  CLUS_3             145                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED      110    165     63
  8Q GAIN WILD-TYPE     55    193    118
D16V12, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1             110                55
  CLUS_2             165               193
  CLUS_3              63               118

Clustering(17) Variable = 9P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9P GAIN MUTATED        1      2      3     34     14      9      0      5
  9P GAIN WILD-TYPE     20     34    116     62     95     63     20     35
D17V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       11     37     20
  9P GAIN WILD-TYPE    111     88    246
D17V2, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              11               111
  CLUS_2              37                88
  CLUS_3              20               246
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P GAIN MUTATED       23     13     28     62      8
  9P GAIN WILD-TYPE    354    239     76    190     40
D17V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P GAIN MUTATED       32     18      9     15      2     12
  9P GAIN WILD-TYPE     92    158     95    120     54    104
D17V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       31     12     11
  9P GAIN WILD-TYPE    116    121    106
D17V5, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              31               116
  CLUS_2              12               121
  CLUS_3              11               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       10     10     34
  9P GAIN WILD-TYPE    151    100     92
D17V6, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              10               151
  CLUS_2              10               100
  CLUS_3              34                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P GAIN MUTATED       58      5     27     22     15      7
  9P GAIN WILD-TYPE    132     90    230    147    245     41
D17V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       28     44     62
  9P GAIN WILD-TYPE    311    389    185
D17V8, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              28               311
  CLUS_2              44               389
  CLUS_3              62               185
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P GAIN MUTATED       24     14     20     55     14      3
  9P GAIN WILD-TYPE    170    156    207    196    126     29
D17V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       54     59     17
  9P GAIN WILD-TYPE    477    214    193
D17V10, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              54               477
  CLUS_2              59               214
  CLUS_3              17               193
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       30     21     43
  9P GAIN WILD-TYPE    218    217    175
D17V11, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              30               218
  CLUS_2              21               217
  CLUS_3              43               175
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       35     47     12
  9P GAIN WILD-TYPE    130    311    169
D17V12, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              35               130
  CLUS_2              47               311
  CLUS_3              12               169

Clustering(18) Variable = 9Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9Q GAIN MUTATED        1      3      6     16     15      8      1      4
  9Q GAIN WILD-TYPE     20     33    113     80     94     64     19     36
D18V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       11     19     24
  9Q GAIN WILD-TYPE    111    106    242
D18V2, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              11               111
  CLUS_2              19               106
  CLUS_3              24               242
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q GAIN MUTATED       24     15     28     38      6
  9Q GAIN WILD-TYPE    353    237     76    214     42
D18V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q GAIN MUTATED       18     20     11     13      3      9
  9Q GAIN WILD-TYPE    106    156     93    122     53    107
D18V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       14     14     12
  9Q GAIN WILD-TYPE    133    119    105
D18V5, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              14               133
  CLUS_2              14               119
  CLUS_3              12               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       13      9     18
  9Q GAIN WILD-TYPE    148    101    108
D18V6, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              13               148
  CLUS_2               9               101
  CLUS_3              18               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q GAIN MUTATED       32      6     30     24     16      3
  9Q GAIN WILD-TYPE    158     89    227    145    244     45
D18V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       27     47     37
  9Q GAIN WILD-TYPE    312    386    210
D18V8, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              27               312
  CLUS_2              47               386
  CLUS_3              37               210
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q GAIN MUTATED       26     16     22     30     13      2
  9Q GAIN WILD-TYPE    168    154    205    221    127     30
D18V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       56     36     17
  9Q GAIN WILD-TYPE    475    237    193
D18V10, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              56               475
  CLUS_2              36               237
  CLUS_3              17               193
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       34     19     28
  9Q GAIN WILD-TYPE    214    219    190
D18V11, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              34               214
  CLUS_2              19               219
  CLUS_3              28               190
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       21     49     11
  9Q GAIN WILD-TYPE    144    309    170
D18V12, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              21               144
  CLUS_2              49               309
  CLUS_3              11               170

Clustering(19) Variable = 10P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10P GAIN MUTATED        2      4     17     42     11     26      6      4
  10P GAIN WILD-TYPE     19     32    102     54     98     46     14     36
D19V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       16     52     44
  10P GAIN WILD-TYPE    106     73    222
D19V2, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               16                106
  CLUS_2               52                 73
  CLUS_3               44                222
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P GAIN MUTATED       22     48     15    110      8
  10P GAIN WILD-TYPE    355    204     89    142     40
D19V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P GAIN MUTATED       54     11     18     24      3     21
  10P GAIN WILD-TYPE     70    165     86    111     53     95
D19V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       52     17     20
  10P GAIN WILD-TYPE     95    116     97
D19V5, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               52                 95
  CLUS_2               17                116
  CLUS_3               20                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       23     19     47
  10P GAIN WILD-TYPE    138     91     79
D19V6, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               23                138
  CLUS_2               19                 91
  CLUS_3               47                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P GAIN MUTATED       80     10     24     45     36      6
  10P GAIN WILD-TYPE    110     85    233    124    224     42
D19V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       31     74     96
  10P GAIN WILD-TYPE    308    359    151
D19V8, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               31                308
  CLUS_2               74                359
  CLUS_3               96                151
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P GAIN MUTATED       34     18     21     91     30      5
  10P GAIN WILD-TYPE    160    152    206    160    110     27
D19V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       80    103     16
  10P GAIN WILD-TYPE    451    170    194
D19V10, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               80                451
  CLUS_2              103                170
  CLUS_3               16                194
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       33     23     76
  10P GAIN WILD-TYPE    215    215    142
D19V11, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               33                215
  CLUS_2               23                215
  CLUS_3               76                142
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       64     50     18
  10P GAIN WILD-TYPE    101    308    163
D19V12, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               64                101
  CLUS_2               50                308
  CLUS_3               18                163

Clustering(20) Variable = 10Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10Q GAIN MUTATED        2      3     13     19      9     15      5      3
  10Q GAIN WILD-TYPE     19     33    106     77    100     57     15     37
D20V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       11     26     32
  10Q GAIN WILD-TYPE    111     99    234
D20V2, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               11                111
  CLUS_2               26                 99
  CLUS_3               32                234
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q GAIN MUTATED       15     31     13     53      5
  10Q GAIN WILD-TYPE    362    221     91    199     43
D20V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q GAIN MUTATED       19      8     12     15      2     12
  10Q GAIN WILD-TYPE    105    168     92    120     54    104
D20V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       30     13     14
  10Q GAIN WILD-TYPE    117    120    103
D20V5, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               30                117
  CLUS_2               13                120
  CLUS_3               14                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       18     12     27
  10Q GAIN WILD-TYPE    143     98     99
D20V6, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               18                143
  CLUS_2               12                 98
  CLUS_3               27                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q GAIN MUTATED       30      7     20     30     26      4
  10Q GAIN WILD-TYPE    160     88    237    139    234     44
D20V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       21     55     41
  10Q GAIN WILD-TYPE    318    378    206
D20V8, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               21                318
  CLUS_2               55                378
  CLUS_3               41                206
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q GAIN MUTATED       19     11     19     40     21      5
  10Q GAIN WILD-TYPE    175    159    208    211    119     27
D20V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       51     50     14
  10Q GAIN WILD-TYPE    480    223    196
D20V10, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               51                480
  CLUS_2               50                223
  CLUS_3               14                196
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       24     14     39
  10Q GAIN WILD-TYPE    224    224    179
D20V11, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               24                224
  CLUS_2               14                224
  CLUS_3               39                179
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       27     40     10
  10Q GAIN WILD-TYPE    138    318    171
D20V12, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               27                138
  CLUS_2               40                318
  CLUS_3               10                171

Clustering(21) Variable = 11P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11P GAIN MUTATED        4      7     19     12     11      9      3      4
  11P GAIN WILD-TYPE     17     29    100     84     98     63     17     36
D21V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       15     16     38
  11P GAIN WILD-TYPE    107    109    228
D21V2, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               15                107
  CLUS_2               16                109
  CLUS_3               38                228
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P GAIN MUTATED       19     44     14     51      6
  11P GAIN WILD-TYPE    358    208     90    201     42
D21V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P GAIN MUTATED       25     21      8     24      3      9
  11P GAIN WILD-TYPE     99    155     96    111     53    107
D21V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       20     19     17
  11P GAIN WILD-TYPE    127    114    100
D21V5, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               20                127
  CLUS_2               19                114
  CLUS_3               17                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       24     18     14
  11P GAIN WILD-TYPE    137     92    112
D21V6, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               24                137
  CLUS_2               18                 92
  CLUS_3               14                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P GAIN MUTATED       35      8     21     29     40      1
  11P GAIN WILD-TYPE    155     87    236    140    220     47
D21V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       28     62     44
  11P GAIN WILD-TYPE    311    371    203
D21V8, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               28                311
  CLUS_2               62                371
  CLUS_3               44                203
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P GAIN MUTATED       27     10     26     45     21      3
  11P GAIN WILD-TYPE    167    160    201    206    119     29
D21V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       70     52     10
  11P GAIN WILD-TYPE    461    221    200
D21V10, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               70                461
  CLUS_2               52                221
  CLUS_3               10                200
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       39     14     37
  11P GAIN WILD-TYPE    209    224    181
D21V11, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               39                209
  CLUS_2               14                224
  CLUS_3               37                181
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       30     52      8
  11P GAIN WILD-TYPE    135    306    173
D21V12, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               30                135
  CLUS_2               52                306
  CLUS_3                8                173

Clustering(22) Variable = 11Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11Q GAIN MUTATED        2      4      9      9     10     10      3      0
  11Q GAIN WILD-TYPE     19     32    110     87     99     62     17     40
D22V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       10     13     24
  11Q GAIN WILD-TYPE    112    112    242
D22V2, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               10                112
  CLUS_2               13                112
  CLUS_3               24                242
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q GAIN MUTATED       11     20     10     44      6
  11Q GAIN WILD-TYPE    366    232     94    208     42
D22V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q GAIN MUTATED       22     15      6     10      1      7
  11Q GAIN WILD-TYPE    102    161     98    125     55    109
D22V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       14     13     10
  11Q GAIN WILD-TYPE    133    120    107
D22V5, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               14                133
  CLUS_2               13                120
  CLUS_3               10                107
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       13     12     12
  11Q GAIN WILD-TYPE    148     98    114
D22V6, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               13                148
  CLUS_2               12                 98
  CLUS_3               12                114
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q GAIN MUTATED       27      5     15     25     19      0
  11Q GAIN WILD-TYPE    163     90    242    144    241     48
D22V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       16     37     38
  11Q GAIN WILD-TYPE    323    396    209
D22V8, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               16                323
  CLUS_2               37                396
  CLUS_3               38                209
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q GAIN MUTATED       15      5     15     39     12      2
  11Q GAIN WILD-TYPE    179    165    212    212    128     30
D22V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       36     44      8
  11Q GAIN WILD-TYPE    495    229    202
D22V10, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               36                495
  CLUS_2               44                229
  CLUS_3                8                202
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       18      8     35
  11Q GAIN WILD-TYPE    230    230    183
D22V11, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               18                230
  CLUS_2                8                230
  CLUS_3               35                183
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       27     29      5
  11Q GAIN WILD-TYPE    138    329    176
D22V12, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               27                138
  CLUS_2               29                329
  CLUS_3                5                176

Clustering(23) Variable = 12P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12P GAIN MUTATED        2      5     33     31     16     21      3      3
  12P GAIN WILD-TYPE     19     31     86     65     93     51     17     37
D23V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       13     37     64
  12P GAIN WILD-TYPE    109     88    202
D23V2, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               13                109
  CLUS_2               37                 88
  CLUS_3               64                202
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P GAIN MUTATED       18     84     27     84     11
  12P GAIN WILD-TYPE    359    168     77    168     37
D23V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P GAIN MUTATED       37     20     20     50      6     15
  12P GAIN WILD-TYPE     87    156     84     85     50    101
D23V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       40     32     20
  12P GAIN WILD-TYPE    107    101     97
D23V5, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               40                107
  CLUS_2               32                101
  CLUS_3               20                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       37     17     38
  12P GAIN WILD-TYPE    124     93     88
D23V6, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               37                124
  CLUS_2               17                 93
  CLUS_3               38                 88
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P GAIN MUTATED       60     10     33     43     70      5
  12P GAIN WILD-TYPE    130     85    224    126    190     43
D23V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       36    113     72
  12P GAIN WILD-TYPE    303    320    175
D23V8, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               36                303
  CLUS_2              113                320
  CLUS_3               72                175
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P GAIN MUTATED       31     18     39     85     36      8
  12P GAIN WILD-TYPE    163    152    188    166    104     24
D23V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED      108     80     29
  12P GAIN WILD-TYPE    423    193    181
D23V10, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1              108                423
  CLUS_2               80                193
  CLUS_3               29                181
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       49     35     67
  12P GAIN WILD-TYPE    199    203    151
D23V11, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               49                199
  CLUS_2               35                203
  CLUS_3               67                151
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       51     72     28
  12P GAIN WILD-TYPE    114    286    153
D23V12, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               51                114
  CLUS_2               72                286
  CLUS_3               28                153

Clustering(24) Variable = 12Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12Q GAIN MUTATED        1      6     33     12     17     22      2      4
  12Q GAIN WILD-TYPE     20     30     86     84     92     50     18     36
D24V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       13     18     66
  12Q GAIN WILD-TYPE    109    107    200
D24V2, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               13                109
  CLUS_2               18                107
  CLUS_3               66                200
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q GAIN MUTATED       18     92     28     40     10
  12Q GAIN WILD-TYPE    359    160     76    212     38
D24V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q GAIN MUTATED       15     24     18     52      6     10
  12Q GAIN WILD-TYPE    109    152     86     83     50    106
D24V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       28     32     19
  12Q GAIN WILD-TYPE    119    101     98
D24V5, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               28                119
  CLUS_2               32                101
  CLUS_3               19                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       37     19     23
  12Q GAIN WILD-TYPE    124     91    103
D24V6, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               37                124
  CLUS_2               19                 91
  CLUS_3               23                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q GAIN MUTATED       23     11     33     42     70      5
  12Q GAIN WILD-TYPE    167     84    224    127    190     43
D24V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       34    118     32
  12Q GAIN WILD-TYPE    305    315    215
D24V8, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               34                305
  CLUS_2              118                315
  CLUS_3               32                215
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q GAIN MUTATED       34     14     40     49     38      8
  12Q GAIN WILD-TYPE    160    156    187    202    102     24
D24V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED      114     42     27
  12Q GAIN WILD-TYPE    417    231    183
D24V10, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1              114                417
  CLUS_2               42                231
  CLUS_3               27                183
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       52     35     36
  12Q GAIN WILD-TYPE    196    203    182
D24V11, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               52                196
  CLUS_2               35                203
  CLUS_3               36                182
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       23     72     28
  12Q GAIN WILD-TYPE    142    286    153
D24V12, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               23                142
  CLUS_2               72                286
  CLUS_3               28                153

Clustering(25) Variable = 13Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  13Q GAIN MUTATED        3      3     11     14     12      6      1      0
  13Q GAIN WILD-TYPE     18     33    108     82     97     66     19     40
D25V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        8     16     26
  13Q GAIN WILD-TYPE    114    109    240
D25V2, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                8                114
  CLUS_2               16                109
  CLUS_3               26                240
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q GAIN MUTATED       15     25      7     40      4
  13Q GAIN WILD-TYPE    362    227     97    212     44
D25V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q GAIN MUTATED       16      7     10     15      0      7
  13Q GAIN WILD-TYPE    108    169     94    120     56    109
D25V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       20     17      5
  13Q GAIN WILD-TYPE    127    116    112
D25V5, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               20                127
  CLUS_2               17                116
  CLUS_3                5                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       19      6     17
  13Q GAIN WILD-TYPE    142    104    109
D25V6, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               19                142
  CLUS_2                6                104
  CLUS_3               17                109
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q GAIN MUTATED       28      5     17     18     22      0
  13Q GAIN WILD-TYPE    162     90    240    151    238     48
D25V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       16     40     34
  13Q GAIN WILD-TYPE    323    393    213
D25V8, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               16                323
  CLUS_2               40                393
  CLUS_3               34                213
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q GAIN MUTATED       16      6     18     36     12      1
  13Q GAIN WILD-TYPE    178    164    209    215    128     31
D25V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       39     40     10
  13Q GAIN WILD-TYPE    492    233    200
D25V10, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               39                492
  CLUS_2               40                233
  CLUS_3               10                200
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       15     16     28
  13Q GAIN WILD-TYPE    233    222    190
D25V11, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               15                233
  CLUS_2               16                222
  CLUS_3               28                190
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       22     25     12
  13Q GAIN WILD-TYPE    143    333    169
D25V12, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               22                143
  CLUS_2               25                333
  CLUS_3               12                169

Clustering(26) Variable = 14Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  14Q GAIN MUTATED        3      8     15      6     18     20      3      1
  14Q GAIN WILD-TYPE     18     28    104     90     91     52     17     39
D26V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       14     13     47
  14Q GAIN WILD-TYPE    108    112    219
D26V2, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               14                108
  CLUS_2               13                112
  CLUS_3               47                219
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q GAIN MUTATED       26     60     21     24      8
  14Q GAIN WILD-TYPE    351    192     83    228     40
D26V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q GAIN MUTATED       11     19     16     28      4      7
  14Q GAIN WILD-TYPE    113    157     88    107     52    109
D26V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       24     18     13
  14Q GAIN WILD-TYPE    123    115    104
D26V5, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               24                123
  CLUS_2               18                115
  CLUS_3               13                104
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       28     12     15
  14Q GAIN WILD-TYPE    133     98    111
D26V6, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               28                133
  CLUS_2               12                 98
  CLUS_3               15                111
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q GAIN MUTATED       12     12     35     41     38      0
  14Q GAIN WILD-TYPE    178     83    222    128    222     48
D26V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       35     78     25
  14Q GAIN WILD-TYPE    304    355    222
D26V8, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               35                304
  CLUS_2               78                355
  CLUS_3               25                222
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q GAIN MUTATED       30     13     30     29     26     10
  14Q GAIN WILD-TYPE    164    157    197    222    114     22
D26V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       87     31     20
  14Q GAIN WILD-TYPE    444    242    190
D26V10, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               87                444
  CLUS_2               31                242
  CLUS_3               20                190
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       46     26     23
  14Q GAIN WILD-TYPE    202    212    195
D26V11, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               46                202
  CLUS_2               26                212
  CLUS_3               23                195
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       15     62     18
  14Q GAIN WILD-TYPE    150    296    163
D26V12, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               15                150
  CLUS_2               62                296
  CLUS_3               18                163

Clustering(27) Variable = 15Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  15Q GAIN MUTATED        2      4     11     11      3      9      4      1
  15Q GAIN WILD-TYPE     19     32    108     85    106     63     16     39
D27V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        8     15     22
  15Q GAIN WILD-TYPE    114    110    244
D27V2, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                8                114
  CLUS_2               15                110
  CLUS_3               22                244
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q GAIN MUTATED       19     29      6     30      1
  15Q GAIN WILD-TYPE    358    223     98    222     47
D27V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q GAIN MUTATED       16      6     10     10      5      7
  15Q GAIN WILD-TYPE    108    170     94    125     51    109
D27V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       16      9      9
  15Q GAIN WILD-TYPE    131    124    108
D27V5, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               16                131
  CLUS_2                9                124
  CLUS_3                9                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       10      9     15
  15Q GAIN WILD-TYPE    151    101    111
D27V6, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               10                151
  CLUS_2                9                101
  CLUS_3               15                111
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q GAIN MUTATED       24      7     14     18     22      0
  15Q GAIN WILD-TYPE    166     88    243    151    238     48
D27V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       17     37     31
  15Q GAIN WILD-TYPE    322    396    216
D27V8, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               17                322
  CLUS_2               37                396
  CLUS_3               31                216
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q GAIN MUTATED       19     13      8     28     14      2
  15Q GAIN WILD-TYPE    175    157    219    223    126     30
D27V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       41     35      8
  15Q GAIN WILD-TYPE    490    238    202
D27V10, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               41                490
  CLUS_2               35                238
  CLUS_3                8                202
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       22     14     21
  15Q GAIN WILD-TYPE    226    224    197
D27V11, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               22                226
  CLUS_2               14                224
  CLUS_3               21                197
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       17     30     10
  15Q GAIN WILD-TYPE    148    328    171
D27V12, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               17                148
  CLUS_2               30                328
  CLUS_3               10                171

Clustering(28) Variable = 16P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16P GAIN MUTATED       11     14     52     33     73     35     12     14
  16P GAIN WILD-TYPE     10     22     67     63     36     37      8     26
D28V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       55     45    144
  16P GAIN WILD-TYPE     67     80    122
D28V2, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               55                 67
  CLUS_2               45                 80
  CLUS_3              144                122
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P GAIN MUTATED      143    123     75     92     21
  16P GAIN WILD-TYPE    234    129     29    160     27
D28V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P GAIN MUTATED       40     94     52     58     14     32
  16P GAIN WILD-TYPE     84     82     52     77     42     84
D28V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       60     78     52
  16P GAIN WILD-TYPE     87     55     65
D28V5, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               60                 87
  CLUS_2               78                 55
  CLUS_3               52                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       88     56     46
  16P GAIN WILD-TYPE     73     54     80
D28V6, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               88                 73
  CLUS_2               56                 54
  CLUS_3               46                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P GAIN MUTATED       49     36    159     80    110     17
  16P GAIN WILD-TYPE    141     59     98     89    150     31
D28V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED      156    220     75
  16P GAIN WILD-TYPE    183    213    172
D28V8, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1              156                183
  CLUS_2              220                213
  CLUS_3               75                172
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P GAIN MUTATED       99     69    113     88     54     20
  16P GAIN WILD-TYPE     95    101    114    163     86     12
D28V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED      255     95     93
  16P GAIN WILD-TYPE    276    178    117
D28V10, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1              255                276
  CLUS_2               95                178
  CLUS_3               93                117
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED      124    109     66
  16P GAIN WILD-TYPE    124    129    152
D28V11, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1              124                124
  CLUS_2              109                129
  CLUS_3               66                152
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       45    170     84
  16P GAIN WILD-TYPE    120    188     97
D28V12, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               45                120
  CLUS_2              170                188
  CLUS_3               84                 97

Clustering(29) Variable = 16Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16Q GAIN MUTATED        2      4     18     16     12      9      4      1
  16Q GAIN WILD-TYPE     19     32    101     80     97     63     16     39
D29V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       12     23     31
  16Q GAIN WILD-TYPE    110    102    235
D29V2, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               12                110
  CLUS_2               23                102
  CLUS_3               31                235
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q GAIN MUTATED       28     40     13     43      7
  16Q GAIN WILD-TYPE    349    212     91    209     41
D29V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q GAIN MUTATED       21     16     12     24      1     13
  16Q GAIN WILD-TYPE    103    160     92    111     55    103
D29V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       25     16     13
  16Q GAIN WILD-TYPE    122    117    104
D29V5, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               25                122
  CLUS_2               16                117
  CLUS_3               13                104
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       17     17     20
  16Q GAIN WILD-TYPE    144     93    106
D29V6, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               17                144
  CLUS_2               17                 93
  CLUS_3               20                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q GAIN MUTATED       28      7     25     26     38      5
  16Q GAIN WILD-TYPE    162     88    232    143    222     43
D29V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       31     55     43
  16Q GAIN WILD-TYPE    308    378    204
D29V8, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               31                308
  CLUS_2               55                378
  CLUS_3               43                204
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q GAIN MUTATED       25     18     19     48     17      1
  16Q GAIN WILD-TYPE    169    152    208    203    123     31
D29V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       61     49     18
  16Q GAIN WILD-TYPE    470    224    192
D29V10, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               61                470
  CLUS_2               49                224
  CLUS_3               18                192
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       27     24     40
  16Q GAIN WILD-TYPE    221    214    178
D29V11, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               27                221
  CLUS_2               24                214
  CLUS_3               40                178
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       33     41     17
  16Q GAIN WILD-TYPE    132    317    164
D29V12, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               33                132
  CLUS_2               41                317
  CLUS_3               17                164

Clustering(30) Variable = 17P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17P GAIN MUTATED        1      5     22      8      7      5      3      2
  17P GAIN WILD-TYPE     20     31     97     88    102     67     17     38
D30V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        9     10     34
  17P GAIN WILD-TYPE    113    115    232
D30V2, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                9                113
  CLUS_2               10                115
  CLUS_3               34                232
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P GAIN MUTATED       20     46     11     21      7
  17P GAIN WILD-TYPE    357    206     93    231     41
D30V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P GAIN MUTATED       16     11     12     22      2     14
  17P GAIN WILD-TYPE    108    165     92    113     54    102
D30V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       14     17     13
  17P GAIN WILD-TYPE    133    116    104
D30V5, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               14                133
  CLUS_2               17                116
  CLUS_3               13                104
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       19     15     10
  17P GAIN WILD-TYPE    142     95    116
D30V6, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               19                142
  CLUS_2               15                 95
  CLUS_3               10                116
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P GAIN MUTATED       20      8     12     15     43      5
  17P GAIN WILD-TYPE    170     87    245    154    217     43
D30V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       27     54     22
  17P GAIN WILD-TYPE    312    379    225
D30V8, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               27                312
  CLUS_2               54                379
  CLUS_3               22                225
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P GAIN MUTATED       14     11     24     25     27      1
  17P GAIN WILD-TYPE    180    159    203    226    113     31
D30V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       52     29     21
  17P GAIN WILD-TYPE    479    244    189
D30V10, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               52                479
  CLUS_2               29                244
  CLUS_3               21                189
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       25     22     26
  17P GAIN WILD-TYPE    223    216    192
D30V11, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               25                223
  CLUS_2               22                216
  CLUS_3               26                192
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       19     38     16
  17P GAIN WILD-TYPE    146    320    165
D30V12, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               19                146
  CLUS_2               38                320
  CLUS_3               16                165

Clustering(31) Variable = 17Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17Q GAIN MUTATED        3      8     47      8     10     12      5      5
  17Q GAIN WILD-TYPE     18     28     72     88     99     60     15     35
D31V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       16     11     71
  17Q GAIN WILD-TYPE    106    114    195
D31V2, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               16                106
  CLUS_2               11                114
  CLUS_3               71                195
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q GAIN MUTATED       36    111     18     34     15
  17Q GAIN WILD-TYPE    341    141     86    218     33
D31V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q GAIN MUTATED       15     30     29     52      9     19
  17Q GAIN WILD-TYPE    109    146     75     83     47     97
D31V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       26     30     21
  17Q GAIN WILD-TYPE    121    103     96
D31V5, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               26                121
  CLUS_2               30                103
  CLUS_3               21                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       39     24     14
  17Q GAIN WILD-TYPE    122     86    112
D31V6, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               39                122
  CLUS_2               24                 86
  CLUS_3               14                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q GAIN MUTATED       21     14     30     35    100     10
  17Q GAIN WILD-TYPE    169     81    227    134    160     38
D31V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       56    126     28
  17Q GAIN WILD-TYPE    283    307    219
D31V8, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               56                283
  CLUS_2              126                307
  CLUS_3               28                219
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q GAIN MUTATED       40     22     52     38     54      3
  17Q GAIN WILD-TYPE    154    148    175    213     86     29
D31V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED      131     41     37
  17Q GAIN WILD-TYPE    400    232    173
D31V10, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1              131                400
  CLUS_2               41                232
  CLUS_3               37                173
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       60     44     49
  17Q GAIN WILD-TYPE    188    194    169
D31V11, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               60                188
  CLUS_2               44                194
  CLUS_3               49                169
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       25     98     30
  17Q GAIN WILD-TYPE    140    260    151
D31V12, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               25                140
  CLUS_2               98                260
  CLUS_3               30                151

Clustering(32) Variable = 18P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18P GAIN MUTATED        1      1     19     35     16     10      4      1
  18P GAIN WILD-TYPE     20     35    100     61     93     62     16     39
D32V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        7     41     39
  18P GAIN WILD-TYPE    115     84    227
D32V2, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                7                115
  CLUS_2               41                 84
  CLUS_3               39                227
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P GAIN MUTATED       17     40     20     81     12
  18P GAIN WILD-TYPE    360    212     84    171     36
D32V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P GAIN MUTATED       48     14     10     18      1     14
  18P GAIN WILD-TYPE     76    162     94    117     55    102
D32V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       39     19     12
  18P GAIN WILD-TYPE    108    114    105
D32V5, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               39                108
  CLUS_2               19                114
  CLUS_3               12                105
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       22     10     38
  18P GAIN WILD-TYPE    139    100     88
D32V6, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               22                139
  CLUS_2               10                100
  CLUS_3               38                 88
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P GAIN MUTATED       71      5     31     22     40      0
  18P GAIN WILD-TYPE    119     90    226    147    220     48
D32V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       19     66     84
  18P GAIN WILD-TYPE    320    367    163
D32V8, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               19                320
  CLUS_2               66                367
  CLUS_3               84                163
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P GAIN MUTATED       26     11     25     79     17      5
  18P GAIN WILD-TYPE    168    159    202    172    123     27
D32V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       65     84     14
  18P GAIN WILD-TYPE    466    189    196
D32V10, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               65                466
  CLUS_2               84                189
  CLUS_3               14                196
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       30     19     68
  18P GAIN WILD-TYPE    218    219    150
D32V11, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               30                218
  CLUS_2               19                219
  CLUS_3               68                150
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       60     47     10
  18P GAIN WILD-TYPE    105    311    171
D32V12, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               60                105
  CLUS_2               47                311
  CLUS_3               10                171

Clustering(33) Variable = 18Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18Q GAIN MUTATED        2      1     21     29     17      5      4      1
  18Q GAIN WILD-TYPE     19     35     98     67     92     67     16     39
D33V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        7     31     42
  18Q GAIN WILD-TYPE    115     94    224
D33V2, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                7                115
  CLUS_2               31                 94
  CLUS_3               42                224
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q GAIN MUTATED       14     36     21     64     12
  18Q GAIN WILD-TYPE    363    216     83    188     36
D33V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q GAIN MUTATED       31     14     11     18      2     12
  18Q GAIN WILD-TYPE     93    162     93    117     54    104
D33V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       31     17     16
  18Q GAIN WILD-TYPE    116    116    101
D33V5, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               31                116
  CLUS_2               17                116
  CLUS_3               16                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       22     13     29
  18Q GAIN WILD-TYPE    139     97     97
D33V6, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               22                139
  CLUS_2               13                 97
  CLUS_3               29                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q GAIN MUTATED       54      5     32     11     43      0
  18Q GAIN WILD-TYPE    136     90    225    158    217     48
D33V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       19     68     58
  18Q GAIN WILD-TYPE    320    365    189
D33V8, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               19                320
  CLUS_2               68                365
  CLUS_3               58                189
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q GAIN MUTATED       24     11     25     56     21      4
  18Q GAIN WILD-TYPE    170    159    202    195    119     28
D33V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       68     59     14
  18Q GAIN WILD-TYPE    463    214    196
D33V10, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               68                463
  CLUS_2               59                214
  CLUS_3               14                196
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       27     20     47
  18Q GAIN WILD-TYPE    221    218    171
D33V11, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               27                221
  CLUS_2               20                218
  CLUS_3               47                171
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       37     47     10
  18Q GAIN WILD-TYPE    128    311    171
D33V12, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               37                128
  CLUS_2               47                311
  CLUS_3               10                171

Clustering(34) Variable = 19P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19P GAIN MUTATED        5      3     15     29     15     11      7      4
  19P GAIN WILD-TYPE     16     33    104     67     94     61     13     36
D34V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       16     36     37
  19P GAIN WILD-TYPE    106     89    229
D34V2, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               16                106
  CLUS_2               36                 89
  CLUS_3               37                229
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P GAIN MUTATED       31     37     27     71      7
  19P GAIN WILD-TYPE    346    215     77    181     41
D34V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P GAIN MUTATED       30     20     19     17      6     18
  19P GAIN WILD-TYPE     94    156     85    118     50     98
D34V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       39     18     16
  19P GAIN WILD-TYPE    108    115    101
D34V5, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               39                108
  CLUS_2               18                115
  CLUS_3               16                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       24     15     34
  19P GAIN WILD-TYPE    137     95     92
D34V6, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               24                137
  CLUS_2               15                 95
  CLUS_3               34                 92
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P GAIN MUTATED       56     12     33     30     35      5
  19P GAIN WILD-TYPE    134     83    224    139    225     43
D34V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       41     63     67
  19P GAIN WILD-TYPE    298    370    180
D34V8, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               41                298
  CLUS_2               63                370
  CLUS_3               67                180
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P GAIN MUTATED       27     21     32     63     23      4
  19P GAIN WILD-TYPE    167    149    195    188    117     28
D34V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       73     69     28
  19P GAIN WILD-TYPE    458    204    182
D34V10, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               73                458
  CLUS_2               69                204
  CLUS_3               28                182
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       33     33     55
  19P GAIN WILD-TYPE    215    205    163
D34V11, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               33                215
  CLUS_2               33                205
  CLUS_3               55                163
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       41     52     28
  19P GAIN WILD-TYPE    124    306    153
D34V12, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               41                124
  CLUS_2               52                306
  CLUS_3               28                153

Clustering(35) Variable = 19Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19Q GAIN MUTATED        4      3     26     33     15     17      6      5
  19Q GAIN WILD-TYPE     17     33     93     63     94     55     14     35
D35V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       18     40     51
  19Q GAIN WILD-TYPE    104     85    215
D35V2, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               18                104
  CLUS_2               40                 85
  CLUS_3               51                215
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q GAIN MUTATED       35     49     30     82     11
  19Q GAIN WILD-TYPE    342    203     74    170     37
D35V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q GAIN MUTATED       35     25     17     29      8     17
  19Q GAIN WILD-TYPE     89    151     87    106     48     99
D35V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       42     21     19
  19Q GAIN WILD-TYPE    105    112     98
D35V5, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               42                105
  CLUS_2               21                112
  CLUS_3               19                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       25     21     36
  19Q GAIN WILD-TYPE    136     89     90
D35V6, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               25                136
  CLUS_2               21                 89
  CLUS_3               36                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q GAIN MUTATED       62     14     38     36     49      6
  19Q GAIN WILD-TYPE    128     81    219    133    211     42
D35V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       50     81     74
  19Q GAIN WILD-TYPE    289    352    173
D35V8, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               50                289
  CLUS_2               81                352
  CLUS_3               74                173
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q GAIN MUTATED       32     26     38     73     31      5
  19Q GAIN WILD-TYPE    162    144    189    178    109     27
D35V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       91     80     34
  19Q GAIN WILD-TYPE    440    193    176
D35V10, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               91                440
  CLUS_2               80                193
  CLUS_3               34                176
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       41     43     62
  19Q GAIN WILD-TYPE    207    195    156
D35V11, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               41                207
  CLUS_2               43                195
  CLUS_3               62                156
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       47     68     31
  19Q GAIN WILD-TYPE    118    290    150
D35V12, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               47                118
  CLUS_2               68                290
  CLUS_3               31                150

Clustering(36) Variable = 20P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20P GAIN MUTATED        8     13     49     42     34     41     15      7
  20P GAIN WILD-TYPE     13     23     70     54     75     31      5     33
D36V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       35     57    117
  20P GAIN WILD-TYPE     87     68    149
D36V2, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               35                 87
  CLUS_2               57                 68
  CLUS_3              117                149
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P GAIN MUTATED       55    143     60    120     21
  20P GAIN WILD-TYPE    322    109     44    132     27
D36V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P GAIN MUTATED       51     42     46     76     13     38
  20P GAIN WILD-TYPE     73    134     58     59     43     78
D36V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       77     47     41
  20P GAIN WILD-TYPE     70     86     76
D36V5, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               77                 70
  CLUS_2               47                 86
  CLUS_3               41                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       70     35     60
  20P GAIN WILD-TYPE     91     75     66
D36V6, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               70                 91
  CLUS_2               35                 75
  CLUS_3               60                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P GAIN MUTATED       79     25     75     89    114     13
  20P GAIN WILD-TYPE    111     70    182     80    146     35
D36V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       97    194    104
  20P GAIN WILD-TYPE    242    239    143
D36V8, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               97                242
  CLUS_2              194                239
  CLUS_3              104                143
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P GAIN MUTATED       82     37     73    117     64     20
  20P GAIN WILD-TYPE    112    133    154    134     76     12
D36V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED      220    123     50
  20P GAIN WILD-TYPE    311    150    160
D36V10, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1              220                311
  CLUS_2              123                150
  CLUS_3               50                160
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED      104     70     97
  20P GAIN WILD-TYPE    144    168    121
D36V11, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1              104                144
  CLUS_2               70                168
  CLUS_3               97                121
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       70    152     49
  20P GAIN WILD-TYPE     95    206    132
D36V12, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               70                 95
  CLUS_2              152                206
  CLUS_3               49                132

Clustering(37) Variable = 20Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20Q GAIN MUTATED        7     13     61     40     35     42     15     10
  20Q GAIN WILD-TYPE     14     23     58     56     74     30      5     30
D37V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       39     54    130
  20Q GAIN WILD-TYPE     83     71    136
D37V2, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               39                 83
  CLUS_2               54                 71
  CLUS_3              130                136
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q GAIN MUTATED       60    164     59    127     24
  20Q GAIN WILD-TYPE    317     88     45    125     24
D37V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20Q GAIN MUTATED       55     45     53     88     12     38
  20Q GAIN WILD-TYPE     69    131     51     47     44     78
D37V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       77     52     47
  20Q GAIN WILD-TYPE     70     81     70
D37V5, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               77                 70
  CLUS_2               52                 81
  CLUS_3               47                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       74     43     59
  20Q GAIN WILD-TYPE     87     67     67
D37V6, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               74                 87
  CLUS_2               43                 67
  CLUS_3               59                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20Q GAIN MUTATED       83     26     73     92    138     16
  20Q GAIN WILD-TYPE    107     69    184     77    122     32
D37V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED      103    216    109
  20Q GAIN WILD-TYPE    236    217    138
D37V8, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1              103                236
  CLUS_2              216                217
  CLUS_3              109                138
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20Q GAIN MUTATED       85     41     82    123     78     20
  20Q GAIN WILD-TYPE    109    129    145    128     62     12
D37V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED      249    127     53
  20Q GAIN WILD-TYPE    282    146    157
D37V10, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1              249                282
  CLUS_2              127                146
  CLUS_3               53                157
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED      119     72    109
  20Q GAIN WILD-TYPE    129    166    109
D37V11, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1              119                129
  CLUS_2               72                166
  CLUS_3              109                109
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       75    175     50
  20Q GAIN WILD-TYPE     90    183    131
D37V12, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               75                 90
  CLUS_2              175                183
  CLUS_3               50                131

Clustering(38) Variable = 21Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  21Q GAIN MUTATED        2      2     16     31     11     31      8      3
  21Q GAIN WILD-TYPE     19     34    103     65     98     41     12     37
D38V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       11     45     48
  21Q GAIN WILD-TYPE    111     80    218
D38V2, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               11                111
  CLUS_2               45                 80
  CLUS_3               48                218
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q GAIN MUTATED       29     42     20     85     12
  21Q GAIN WILD-TYPE    348    210     84    167     36
D38V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q GAIN MUTATED       45     14     20     20      5     15
  21Q GAIN WILD-TYPE     79    162     84    115     51    101
D38V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       47     16     22
  21Q GAIN WILD-TYPE    100    117     95
D38V5, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               47                100
  CLUS_2               16                117
  CLUS_3               22                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       24     17     44
  21Q GAIN WILD-TYPE    137     93     82
D38V6, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               24                137
  CLUS_2               17                 93
  CLUS_3               44                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q GAIN MUTATED       64      7     25     54     33      2
  21Q GAIN WILD-TYPE    126     88    232    115    227     46
D38V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       25     71     89
  21Q GAIN WILD-TYPE    314    362    158
D38V8, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               25                314
  CLUS_2               71                362
  CLUS_3               89                158
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q GAIN MUTATED       34     23     19     73     29      5
  21Q GAIN WILD-TYPE    160    147    208    178    111     27
D38V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       71     93     19
  21Q GAIN WILD-TYPE    460    180    191
D38V10, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               71                460
  CLUS_2               93                180
  CLUS_3               19                191
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       33     25     69
  21Q GAIN WILD-TYPE    215    213    149
D38V11, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               33                215
  CLUS_2               25                213
  CLUS_3               69                149
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       55     51     21
  21Q GAIN WILD-TYPE    110    307    160
D38V12, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               55                110
  CLUS_2               51                307
  CLUS_3               21                160

Clustering(39) Variable = 22Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  22Q GAIN MUTATED        3      0     12     18      2     15      2      0
  22Q GAIN WILD-TYPE     18     36    107     78    107     57     18     40
D39V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        1     24     27
  22Q GAIN WILD-TYPE    121    101    239
D39V2, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                1                121
  CLUS_2               24                101
  CLUS_3               27                239
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q GAIN MUTATED       11     26      2     49      6
  22Q GAIN WILD-TYPE    366    226    102    203     42
D39V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q GAIN MUTATED       20      5     14     12      1      8
  22Q GAIN WILD-TYPE    104    171     90    123     55    108
D39V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       31      5      8
  22Q GAIN WILD-TYPE    116    128    109
D39V5, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               31                116
  CLUS_2                5                128
  CLUS_3                8                109
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       13      7     24
  22Q GAIN WILD-TYPE    148    103    102
D39V6, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               13                148
  CLUS_2                7                103
  CLUS_3               24                102
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q GAIN MUTATED       34      1      6     28     22      1
  22Q GAIN WILD-TYPE    156     94    251    141    238     47
D39V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        3     43     46
  22Q GAIN WILD-TYPE    336    390    201
D39V8, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                3                336
  CLUS_2               43                390
  CLUS_3               46                201
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q GAIN MUTATED       16      5     12     44     11      3
  22Q GAIN WILD-TYPE    178    165    215    207    129     29
D39V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       37     50      4
  22Q GAIN WILD-TYPE    494    223    206
D39V10, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               37                494
  CLUS_2               50                223
  CLUS_3                4                206
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       17      8     37
  22Q GAIN WILD-TYPE    231    230    181
D39V11, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               17                231
  CLUS_2                8                230
  CLUS_3               37                181
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       31     28      3
  22Q GAIN WILD-TYPE    134    330    178
D39V12, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               31                134
  CLUS_2               28                330
  CLUS_3                3                178

Clustering(40) Variable = XQ GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  XQ GAIN MUTATED        2      1     17     25     13     18      4      1
  XQ GAIN WILD-TYPE     19     35    102     71     96     54     16     39
D40V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        8     33     40
  XQ GAIN WILD-TYPE    114     92    226
D40V2, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               8               114
  CLUS_2              33                92
  CLUS_3              40               226
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ GAIN MUTATED       17     39     18     49     10
  XQ GAIN WILD-TYPE    360    213     86    203     38
D40V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ GAIN MUTATED       22     16     11     18      2      5
  XQ GAIN WILD-TYPE    102    160     93    117     54    111
D40V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       26     19     17
  XQ GAIN WILD-TYPE    121    114    100
D40V5, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              26               121
  CLUS_2              19               114
  CLUS_3              17               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       22     12     28
  XQ GAIN WILD-TYPE    139     98     98
D40V6, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              22               139
  CLUS_2              12                98
  CLUS_3              28                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ GAIN MUTATED       42      4     23     30     32      1
  XQ GAIN WILD-TYPE    148     91    234    139    228     47
D40V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       23     58     51
  XQ GAIN WILD-TYPE    316    375    196
D40V8, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              23               316
  CLUS_2              58               375
  CLUS_3              51               196
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ GAIN MUTATED       20      5     22     54     21      4
  XQ GAIN WILD-TYPE    174    165    205    197    119     28
D40V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       62     54     10
  XQ GAIN WILD-TYPE    469    219    200
D40V10, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              62               469
  CLUS_2              54               219
  CLUS_3              10               200
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       26     15     37
  XQ GAIN WILD-TYPE    222    223    181
D40V11, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              26               222
  CLUS_2              15               223
  CLUS_3              37               181
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       28     38     12
  XQ GAIN WILD-TYPE    137    320    169
D40V12, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              28               137
  CLUS_2              38               320
  CLUS_3              12               169

Clustering(41) Variable = 1P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1P LOSS MUTATED        3      7     33     10     28     28      3      7
  1P LOSS WILD-TYPE     18     29     86     86     81     44     17     33
D41V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       19     15     85
  1P LOSS WILD-TYPE    103    110    181
D41V2, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              19               103
  CLUS_2              15               110
  CLUS_3              85               181
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P LOSS MUTATED       37     91     50     44     12
  1P LOSS WILD-TYPE    340    161     54    208     36
D41V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1P LOSS MUTATED       18     29     38     45      8     14
  1P LOSS WILD-TYPE    106    147     66     90     48    102
D41V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       32     33     22
  1P LOSS WILD-TYPE    115    100     95
D41V5, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              32               115
  CLUS_2              33               100
  CLUS_3              22                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       40     23     24
  1P LOSS WILD-TYPE    121     87    102
D41V6, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              40               121
  CLUS_2              23                87
  CLUS_3              24               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1P LOSS MUTATED       22     14     55     52     81      9
  1P LOSS WILD-TYPE    168     81    202    117    179     39
D41V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       53    150     30
  1P LOSS WILD-TYPE    286    283    217
D41V8, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              53               286
  CLUS_2             150               283
  CLUS_3              30               217
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1P LOSS MUTATED       50     23     51     52     41     11
  1P LOSS WILD-TYPE    144    147    176    199     99     21
D41V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED      148     44     36
  1P LOSS WILD-TYPE    383    229    174
D41V10, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1             148               383
  CLUS_2              44               229
  CLUS_3              36               174
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       56     46     37
  1P LOSS WILD-TYPE    192    192    181
D41V11, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              56               192
  CLUS_2              46               192
  CLUS_3              37               181
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       25     79     35
  1P LOSS WILD-TYPE    140    279    146
D41V12, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              25               140
  CLUS_2              79               279
  CLUS_3              35               146

Clustering(42) Variable = 1Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1Q LOSS MUTATED        0      0     13      4      3      7      0      1
  1Q LOSS WILD-TYPE     21     36    106     92    106     65     20     39
D42V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        1      5     22
  1Q LOSS WILD-TYPE    121    120    244
D42V2, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1               121
  CLUS_2               5               120
  CLUS_3              22               244
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q LOSS MUTATED        6     20      4     18      5
  1Q LOSS WILD-TYPE    371    232    100    234     43
D42V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q LOSS MUTATED        7      3      7     14      2      3
  1Q LOSS WILD-TYPE    117    173     97    121     54    113
D42V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       10     10      4
  1Q LOSS WILD-TYPE    137    123    113
D42V5, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              10               137
  CLUS_2              10               123
  CLUS_3               4               113
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       11      4      9
  1Q LOSS WILD-TYPE    150    106    117
D42V6, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              11               150
  CLUS_2               4               106
  CLUS_3               9               117
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q LOSS MUTATED        8      2      4     14     24      1
  1Q LOSS WILD-TYPE    182     93    253    155    236     47
D42V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        6     35     12
  1Q LOSS WILD-TYPE    333    398    235
D42V8, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               6               333
  CLUS_2              35               398
  CLUS_3              12               235
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q LOSS MUTATED        6      2      9     19     13      2
  1Q LOSS WILD-TYPE    188    168    218    232    127     30
D42V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       33     14      4
  1Q LOSS WILD-TYPE    498    259    206
D42V10, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              33               498
  CLUS_2              14               259
  CLUS_3               4               206
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       12      7     10
  1Q LOSS WILD-TYPE    236    231    208
D42V11, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              12               236
  CLUS_2               7               231
  CLUS_3              10               208
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        7     18      4
  1Q LOSS WILD-TYPE    158    340    177
D42V12, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               7               158
  CLUS_2              18               340
  CLUS_3               4               177

Clustering(43) Variable = 2P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2P LOSS MUTATED        3      9     31      9     24     13      2      2
  2P LOSS WILD-TYPE     18     27     88     87     85     59     18     38
D43V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       15     11     67
  2P LOSS WILD-TYPE    107    114    199
D43V2, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              15               107
  CLUS_2              11               114
  CLUS_3              67               199
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P LOSS MUTATED       29     75     26     34     11
  2P LOSS WILD-TYPE    348    177     78    218     37
D43V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P LOSS MUTATED       13     28     20     38      4      7
  2P LOSS WILD-TYPE    111    148     84     97     52    109
D43V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       23     36     11
  2P LOSS WILD-TYPE    124     97    106
D43V5, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              23               124
  CLUS_2              36                97
  CLUS_3              11               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       42     12     16
  2P LOSS WILD-TYPE    119     98    110
D43V6, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              42               119
  CLUS_2              12                98
  CLUS_3              16               110
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P LOSS MUTATED       18     11     44     28     70      2
  2P LOSS WILD-TYPE    172     84    213    141    190     46
D43V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       42    113     18
  2P LOSS WILD-TYPE    297    320    229
D43V8, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              42               297
  CLUS_2             113               320
  CLUS_3              18               229
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P LOSS MUTATED       38     17     43     31     37      5
  2P LOSS WILD-TYPE    156    153    184    220    103     27
D43V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED      116     32     23
  2P LOSS WILD-TYPE    415    241    187
D43V10, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1             116               415
  CLUS_2              32               241
  CLUS_3              23               187
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       55     29     29
  2P LOSS WILD-TYPE    193    209    189
D43V11, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              55               193
  CLUS_2              29               209
  CLUS_3              29               189
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       16     77     20
  2P LOSS WILD-TYPE    149    281    161
D43V12, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              16               149
  CLUS_2              77               281
  CLUS_3              20               161

Clustering(44) Variable = 2Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2Q LOSS MUTATED        3      9     30     15     25     17      3      2
  2Q LOSS WILD-TYPE     18     27     89     81     84     55     17     38
D44V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       15     19     70
  2Q LOSS WILD-TYPE    107    106    196
D44V2, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              15               107
  CLUS_2              19               106
  CLUS_3              70               196
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q LOSS MUTATED       29     79     28     49     14
  2Q LOSS WILD-TYPE    348    173     76    203     34
D44V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q LOSS MUTATED       22     27     18     44      5     11
  2Q LOSS WILD-TYPE    102    149     86     91     51    105
D44V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       32     36     10
  2Q LOSS WILD-TYPE    115     97    107
D44V5, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              32               115
  CLUS_2              36                97
  CLUS_3              10               107
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       44     10     24
  2Q LOSS WILD-TYPE    117    100    102
D44V6, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              44               117
  CLUS_2              10               100
  CLUS_3              24               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q LOSS MUTATED       33     11     46     31     71      3
  2Q LOSS WILD-TYPE    157     84    211    138    189     45
D44V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       43    115     37
  2Q LOSS WILD-TYPE    296    318    210
D44V8, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              43               296
  CLUS_2             115               318
  CLUS_3              37               210
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q LOSS MUTATED       42     18     43     47     39      6
  2Q LOSS WILD-TYPE    152    152    184    204    101     26
D44V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED      121     49     25
  2Q LOSS WILD-TYPE    410    224    185
D44V10, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1             121               410
  CLUS_2              49               224
  CLUS_3              25               185
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       58     30     45
  2Q LOSS WILD-TYPE    190    208    173
D44V11, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              58               190
  CLUS_2              30               208
  CLUS_3              45               173
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       29     83     21
  2Q LOSS WILD-TYPE    136    275    160
D44V12, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              29               136
  CLUS_2              83               275
  CLUS_3              21               160

Clustering(45) Variable = 3P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3P LOSS MUTATED        0      7     19     29      4     18      6      4
  3P LOSS WILD-TYPE     21     29    100     67    105     54     14     36
D45V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       15     38     34
  3P LOSS WILD-TYPE    107     87    232
D45V2, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              15               107
  CLUS_2              38                87
  CLUS_3              34               232
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P LOSS MUTATED       23     52     13     85      5
  3P LOSS WILD-TYPE    354    200     91    167     43
D45V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P LOSS MUTATED       39     10     25     30      5     12
  3P LOSS WILD-TYPE     85    166     79    105     51    104
D45V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       42     18     14
  3P LOSS WILD-TYPE    105    115    103
D45V5, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              42               105
  CLUS_2              18               115
  CLUS_3              14               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       20     14     40
  3P LOSS WILD-TYPE    141     96     86
D45V6, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              20               141
  CLUS_2              14                96
  CLUS_3              40                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P LOSS MUTATED       55     10     18     49     38      4
  3P LOSS WILD-TYPE    135     85    239    120    222     44
D45V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       36     67     71
  3P LOSS WILD-TYPE    303    366    176
D45V8, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              36               303
  CLUS_2              67               366
  CLUS_3              71               176
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P LOSS MUTATED       27     16     26     71     26      6
  3P LOSS WILD-TYPE    167    154    201    180    114     26
D45V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       77     74     21
  3P LOSS WILD-TYPE    454    199    189
D45V10, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              77               454
  CLUS_2              74               199
  CLUS_3              21               189
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       33     24     64
  3P LOSS WILD-TYPE    215    214    154
D45V11, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              33               215
  CLUS_2              24               214
  CLUS_3              64               154
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       46     55     20
  3P LOSS WILD-TYPE    119    303    161
D45V12, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              46               119
  CLUS_2              55               303
  CLUS_3              20               161

Clustering(46) Variable = 3Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3Q LOSS MUTATED        0      3     13     14      2     12      4      1
  3Q LOSS WILD-TYPE     21     33    106     82    107     60     16     39
D46V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        6     22     21
  3Q LOSS WILD-TYPE    116    103    245
D46V2, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               6               116
  CLUS_2              22               103
  CLUS_3              21               245
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q LOSS MUTATED       10     32      9     44      4
  3Q LOSS WILD-TYPE    367    220     95    208     44
D46V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q LOSS MUTATED       22      7     13     20      2      5
  3Q LOSS WILD-TYPE    102    169     91    115     54    111
D46V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       21     12      9
  3Q LOSS WILD-TYPE    126    121    108
D46V5, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              21               126
  CLUS_2              12               121
  CLUS_3               9               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       11     10     21
  3Q LOSS WILD-TYPE    150    100    105
D46V6, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              11               150
  CLUS_2              10               100
  CLUS_3              21               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q LOSS MUTATED       24      5      8     34     23      2
  3Q LOSS WILD-TYPE    166     90    249    135    237     46
D46V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       16     44     36
  3Q LOSS WILD-TYPE    323    389    211
D46V8, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              16               323
  CLUS_2              44               389
  CLUS_3              36               211
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q LOSS MUTATED       18      9     14     35     16      3
  3Q LOSS WILD-TYPE    176    161    213    216    124     29
D46V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       48     36     11
  3Q LOSS WILD-TYPE    483    237    199
D46V10, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              48               483
  CLUS_2              36               237
  CLUS_3              11               199
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       22     12     33
  3Q LOSS WILD-TYPE    226    226    185
D46V11, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              22               226
  CLUS_2              12               226
  CLUS_3              33               185
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       19     36     12
  3Q LOSS WILD-TYPE    146    322    169
D46V12, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              19               146
  CLUS_2              36               322
  CLUS_3              12               169

Clustering(47) Variable = 4P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4P LOSS MUTATED        4      7     25     60     22     41      8      7
  4P LOSS WILD-TYPE     17     29     94     36     87     31     12     33
D47V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       20     77     77
  4P LOSS WILD-TYPE    102     48    189
D47V2, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              20               102
  CLUS_2              77                48
  CLUS_3              77               189
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P LOSS MUTATED       51     72     44    157     13
  4P LOSS WILD-TYPE    326    180     60     95     35
D47V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P LOSS MUTATED       84     33     34     32      7     30
  4P LOSS WILD-TYPE     40    143     70    103     49     86
D47V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       77     39     25
  4P LOSS WILD-TYPE     70     94     92
D47V5, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              77                70
  CLUS_2              39                94
  CLUS_3              25                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       45     27     69
  4P LOSS WILD-TYPE    116     83     57
D47V6, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              45               116
  CLUS_2              27                83
  CLUS_3              69                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P LOSS MUTATED      121     13     59     77     55      9
  4P LOSS WILD-TYPE     69     82    198     92    205     39
D47V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       60    124    150
  4P LOSS WILD-TYPE    279    309     97
D47V8, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              60               279
  CLUS_2             124               309
  CLUS_3             150                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P LOSS MUTATED       69     35     32    141     39     10
  4P LOSS WILD-TYPE    125    135    195    110    101     22
D47V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED      143    155     28
  4P LOSS WILD-TYPE    388    118    182
D47V10, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1             143               388
  CLUS_2             155               118
  CLUS_3              28               182
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       67     37    122
  4P LOSS WILD-TYPE    181    201     96
D47V11, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              67               181
  CLUS_2              37               201
  CLUS_3             122                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       99     96     31
  4P LOSS WILD-TYPE     66    262    150
D47V12, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              99                66
  CLUS_2              96               262
  CLUS_3              31               150

Clustering(48) Variable = 4Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4Q LOSS MUTATED        4      7     24     47     21     36      7      7
  4Q LOSS WILD-TYPE     17     29     95     49     88     36     13     33
D48V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       19     62     72
  4Q LOSS WILD-TYPE    103     63    194
D48V2, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              19               103
  CLUS_2              62                63
  CLUS_3              72               194
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q LOSS MUTATED       47     65     44    132     11
  4Q LOSS WILD-TYPE    330    187     60    120     37
D48V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q LOSS MUTATED       69     33     30     31      7     28
  4Q LOSS WILD-TYPE     55    143     74    104     49     88
D48V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       65     35     25
  4Q LOSS WILD-TYPE     82     98     92
D48V5, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              65                82
  CLUS_2              35                98
  CLUS_3              25                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       42     26     57
  4Q LOSS WILD-TYPE    119     84     69
D48V6, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              42               119
  CLUS_2              26                84
  CLUS_3              57                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q LOSS MUTATED       97     12     55     72     51      9
  4Q LOSS WILD-TYPE     93     83    202     97    209     39
D48V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       53    120    123
  4Q LOSS WILD-TYPE    286    313    124
D48V8, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              53               286
  CLUS_2             120               313
  CLUS_3             123               124
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q LOSS MUTATED       65     31     34    112     36     10
  4Q LOSS WILD-TYPE    129    139    193    139    104     22
D48V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED      134    128     26
  4Q LOSS WILD-TYPE    397    145    184
D48V10, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1             134               397
  CLUS_2             128               145
  CLUS_3              26               184
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       61     33    101
  4Q LOSS WILD-TYPE    187    205    117
D48V11, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              61               187
  CLUS_2              33               205
  CLUS_3             101               117
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       79     90     26
  4Q LOSS WILD-TYPE     86    268    155
D48V12, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              79                86
  CLUS_2              90               268
  CLUS_3              26               155

Clustering(49) Variable = 5P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5P LOSS MUTATED        1      1      8     41      5     10      1      2
  5P LOSS WILD-TYPE     20     35    111     55    104     62     19     38
D49V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        5     42     22
  5P LOSS WILD-TYPE    117     83    244
D49V2, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               5               117
  CLUS_2              42                83
  CLUS_3              22               244
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P LOSS MUTATED       12     16      4     94      7
  5P LOSS WILD-TYPE    365    236    100    158     41
D49V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P LOSS MUTATED       49      4      7     14      1     15
  5P LOSS WILD-TYPE     75    172     97    121     55    101
D49V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       42      9      9
  5P LOSS WILD-TYPE    105    124    108
D49V5, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              42               105
  CLUS_2               9               124
  CLUS_3               9               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       11      8     41
  5P LOSS WILD-TYPE    150    102     85
D49V6, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              11               150
  CLUS_2               8               102
  CLUS_3              41                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P LOSS MUTATED       80      3      4     24     20      1
  5P LOSS WILD-TYPE    110     92    253    145    240     47
D49V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       11     36     85
  5P LOSS WILD-TYPE    328    397    162
D49V8, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              11               328
  CLUS_2              36               397
  CLUS_3              85               162
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P LOSS MUTATED       14     14      3     73     22      4
  5P LOSS WILD-TYPE    180    156    224    178    118     28
D49V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       33     90      7
  5P LOSS WILD-TYPE    498    183    203
D49V10, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              33               498
  CLUS_2              90               183
  CLUS_3               7               203
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       12      7     70
  5P LOSS WILD-TYPE    236    231    148
D49V11, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              12               236
  CLUS_2               7               231
  CLUS_3              70               148
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       58     25      6
  5P LOSS WILD-TYPE    107    333    175
D49V12, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              58               107
  CLUS_2              25               333
  CLUS_3               6               175

Clustering(50) Variable = 5Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5Q LOSS MUTATED        2      3     14     61      4     20      5      3
  5Q LOSS WILD-TYPE     19     33    105     35    105     52     15     37
D50V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        9     68     35
  5Q LOSS WILD-TYPE    113     57    231
D50V2, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               9               113
  CLUS_2              68                57
  CLUS_3              35               231
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q LOSS MUTATED       16     28      5    160     10
  5Q LOSS WILD-TYPE    361    224     99     92     38
D50V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q LOSS MUTATED       84      4     10     22      4     25
  5Q LOSS WILD-TYPE     40    172     94    113     52     91
D50V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       66     11     18
  5Q LOSS WILD-TYPE     81    122     99
D50V5, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              66                81
  CLUS_2              11               122
  CLUS_3              18                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       20     13     62
  5Q LOSS WILD-TYPE    141     97     64
D50V6, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              20               141
  CLUS_2              13                97
  CLUS_3              62                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q LOSS MUTATED      123      8      7     48     31      1
  5Q LOSS WILD-TYPE     67     87    250    121    229     47
D50V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       20     57    141
  5Q LOSS WILD-TYPE    319    376    106
D50V8, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              20               319
  CLUS_2              57               376
  CLUS_3             141               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q LOSS MUTATED       20     15      7    133     33      6
  5Q LOSS WILD-TYPE    174    155    220    118    107     26
D50V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       57    148      9
  5Q LOSS WILD-TYPE    474    125    201
D50V10, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              57               474
  CLUS_2             148               125
  CLUS_3               9               201
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       21     12    116
  5Q LOSS WILD-TYPE    227    226    102
D50V11, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              21               227
  CLUS_2              12               226
  CLUS_3             116               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       97     40     12
  5Q LOSS WILD-TYPE     68    318    169
D50V12, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              97                68
  CLUS_2              40               318
  CLUS_3              12               169

Clustering(51) Variable = 6P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6P LOSS MUTATED        5     10     30      9     18     10      2      9
  6P LOSS WILD-TYPE     16     26     89     87     91     62     18     31
D51V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       22     11     60
  6P LOSS WILD-TYPE    100    114    206
D51V2, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              22               100
  CLUS_2              11               114
  CLUS_3              60               206
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P LOSS MUTATED       34     80     22     27     14
  6P LOSS WILD-TYPE    343    172     82    225     34
D51V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P LOSS MUTATED       17     23     16     35      5     20
  6P LOSS WILD-TYPE    107    153     88    100     51     96
D51V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       24     25     23
  6P LOSS WILD-TYPE    123    108     94
D51V5, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              24               123
  CLUS_2              25               108
  CLUS_3              23                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       37     19     16
  6P LOSS WILD-TYPE    124     91    110
D51V6, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              37               124
  CLUS_2              19                91
  CLUS_3              16               110
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P LOSS MUTATED       20     14     38     26     70      6
  6P LOSS WILD-TYPE    170     81    219    143    190     42
D51V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       47     99     28
  6P LOSS WILD-TYPE    292    334    219
D51V8, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              47               292
  CLUS_2              99               334
  CLUS_3              28               219
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P LOSS MUTATED       38     19     49     37     27      5
  6P LOSS WILD-TYPE    156    151    178    214    113     27
D51V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED      111     35     29
  6P LOSS WILD-TYPE    420    238    181
D51V10, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1             111               420
  CLUS_2              35               238
  CLUS_3              29               181
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       54     33     33
  6P LOSS WILD-TYPE    194    205    185
D51V11, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              54               194
  CLUS_2              33               205
  CLUS_3              33               185
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       22     72     26
  6P LOSS WILD-TYPE    143    286    155
D51V12, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              22               143
  CLUS_2              72               286
  CLUS_3              26               155

Clustering(52) Variable = 6Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6Q LOSS MUTATED        6     13     44     13     23     14      2     14
  6Q LOSS WILD-TYPE     15     23     75     83     86     58     18     26
D52V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       35     15     79
  6Q LOSS WILD-TYPE     87    110    187
D52V2, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              35                87
  CLUS_2              15               110
  CLUS_3              79               187
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q LOSS MUTATED       62    113     31     34     20
  6Q LOSS WILD-TYPE    315    139     73    218     28
D52V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q LOSS MUTATED       22     48     25     55      8     23
  6Q LOSS WILD-TYPE    102    128     79     80     48     93
D52V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       32     40     29
  6Q LOSS WILD-TYPE    115     93     88
D52V5, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              32               115
  CLUS_2              40                93
  CLUS_3              29                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       47     30     24
  6Q LOSS WILD-TYPE    114     80    102
D52V6, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              47               114
  CLUS_2              30                80
  CLUS_3              24               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q LOSS MUTATED       27     22     55     39    101     12
  6Q LOSS WILD-TYPE    163     73    202    130    159     36
D52V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       82    135     39
  6Q LOSS WILD-TYPE    257    298    208
D52V8, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              82               257
  CLUS_2             135               298
  CLUS_3              39               208
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q LOSS MUTATED       54     38     71     45     39     11
  6Q LOSS WILD-TYPE    140    132    156    206    101     21
D52V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED      162     45     51
  6Q LOSS WILD-TYPE    369    228    159
D52V10, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1             162               369
  CLUS_2              45               228
  CLUS_3              51               159
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       77     57     42
  6Q LOSS WILD-TYPE    171    181    176
D52V11, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              77               171
  CLUS_2              57               181
  CLUS_3              42               176
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       28    103     45
  6Q LOSS WILD-TYPE    137    255    136
D52V12, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              28               137
  CLUS_2             103               255
  CLUS_3              45               136

Clustering(53) Variable = 7P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7P LOSS MUTATED        3      3     20     14      4     10      4      2
  7P LOSS WILD-TYPE     18     33     99     82    105     62     16     38
D53V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        4     19     37
  7P LOSS WILD-TYPE    118    106    229
D53V2, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               4               118
  CLUS_2              19               106
  CLUS_3              37               229
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P LOSS MUTATED       10     39      5     51      3
  7P LOSS WILD-TYPE    367    213     99    201     45
D53V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P LOSS MUTATED       24     10     10     18      1      6
  7P LOSS WILD-TYPE    100    166     94    117     55    110
D53V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       22     12      8
  7P LOSS WILD-TYPE    125    121    109
D53V5, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              22               125
  CLUS_2              12               121
  CLUS_3               8               109
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       16      8     18
  7P LOSS WILD-TYPE    145    102    108
D53V6, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              16               145
  CLUS_2               8               102
  CLUS_3              18               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P LOSS MUTATED       33      2     13     23     32      3
  7P LOSS WILD-TYPE    157     93    244    146    228     45
D53V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       15     53     38
  7P LOSS WILD-TYPE    324    380    209
D53V8, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              15               324
  CLUS_2              53               380
  CLUS_3              38               209
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P LOSS MUTATED       16      5     20     44     18      3
  7P LOSS WILD-TYPE    178    165    207    207    122     29
D53V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       54     45      7
  7P LOSS WILD-TYPE    477    228    203
D53V10, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              54               477
  CLUS_2              45               228
  CLUS_3               7               203
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       16     11     36
  7P LOSS WILD-TYPE    232    227    182
D53V11, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              16               232
  CLUS_2              11               227
  CLUS_3              36               182
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       27     29      7
  7P LOSS WILD-TYPE    138    329    174
D53V12, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              27               138
  CLUS_2              29               329
  CLUS_3               7               174

Clustering(54) Variable = 7Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7Q LOSS MUTATED        5      4     18      7      8     14      5      4
  7Q LOSS WILD-TYPE     16     32    101     89    101     58     15     36
D54V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        9     11     45
  7Q LOSS WILD-TYPE    113    114    221
D54V2, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               9               113
  CLUS_2              11               114
  CLUS_3              45               221
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q LOSS MUTATED       20     44     10     39      3
  7Q LOSS WILD-TYPE    357    208     94    213     45
D54V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q LOSS MUTATED       17     15     11     17      4      6
  7Q LOSS WILD-TYPE    107    161     93    118     52    110
D54V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       17     17     11
  7Q LOSS WILD-TYPE    130    116    106
D54V5, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              17               130
  CLUS_2              17               116
  CLUS_3              11               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       18     11     16
  7Q LOSS WILD-TYPE    143     99    110
D54V6, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              18               143
  CLUS_2              11                99
  CLUS_3              16               110
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q LOSS MUTATED       20      4     23     29     34      4
  7Q LOSS WILD-TYPE    170     91    234    140    226     44
D54V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       22     68     24
  7Q LOSS WILD-TYPE    317    365    223
D54V8, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              22               317
  CLUS_2              68               365
  CLUS_3              24               223
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q LOSS MUTATED       22      9     23     32     24      4
  7Q LOSS WILD-TYPE    172    161    204    219    116     28
D54V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       67     37     10
  7Q LOSS WILD-TYPE    464    236    200
D54V10, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              67               464
  CLUS_2              37               236
  CLUS_3              10               200
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       27     11     30
  7Q LOSS WILD-TYPE    221    227    188
D54V11, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              27               221
  CLUS_2              11               227
  CLUS_3              30               188
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       18     42      8
  7Q LOSS WILD-TYPE    147    316    173
D54V12, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              18               147
  CLUS_2              42               316
  CLUS_3               8               173

Clustering(55) Variable = 8P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8P LOSS MUTATED        4     10     56     45     21     37     11     17
  8P LOSS WILD-TYPE     17     26     63     51     88     35      9     23
D55V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       36     60    105
  8P LOSS WILD-TYPE     86     65    161
D55V2, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              36                86
  CLUS_2              60                65
  CLUS_3             105               161
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P LOSS MUTATED       84    123     19    130     19
  8P LOSS WILD-TYPE    293    129     85    122     29
D55V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P LOSS MUTATED       54     39     37     66     10     39
  8P LOSS WILD-TYPE     70    137     67     69     46     77
D55V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       66     45     52
  8P LOSS WILD-TYPE     81     88     65
D55V5, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              66                81
  CLUS_2              45                88
  CLUS_3              52                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       58     47     58
  8P LOSS WILD-TYPE    103     63     68
D55V6, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              58               103
  CLUS_2              47                63
  CLUS_3              58                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P LOSS MUTATED       82     25     50     91    103     17
  8P LOSS WILD-TYPE    108     70    207     78    157     31
D55V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       90    167    111
  8P LOSS WILD-TYPE    249    266    136
D55V8, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              90               249
  CLUS_2             167               266
  CLUS_3             111               136
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P LOSS MUTATED       72     37     67    119     62     12
  8P LOSS WILD-TYPE    122    133    160    132     78     20
D55V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED      191    128     50
  8P LOSS WILD-TYPE    340    145    160
D55V10, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1             191               340
  CLUS_2             128               145
  CLUS_3              50               160
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       96     56     97
  8P LOSS WILD-TYPE    152    182    121
D55V11, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              96               152
  CLUS_2              56               182
  CLUS_3              97               121
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       76    123     50
  8P LOSS WILD-TYPE     89    235    131
D55V12, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              76                89
  CLUS_2             123               235
  CLUS_3              50               131

Clustering(56) Variable = 8Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8Q LOSS MUTATED        1      4     13      6      4     14      1      2
  8Q LOSS WILD-TYPE     20     32    106     90    105     58     19     38
D56V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        6     13     26
  8Q LOSS WILD-TYPE    116    112    240
D56V2, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               6               116
  CLUS_2              13               112
  CLUS_3              26               240
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q LOSS MUTATED       16     30     11     25      5
  8Q LOSS WILD-TYPE    361    222     93    227     43
D56V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q LOSS MUTATED       12      7     11     17      3      7
  8Q LOSS WILD-TYPE    112    169     93    118     53    109
D56V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       15     11      9
  8Q LOSS WILD-TYPE    132    122    108
D56V5, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              15               132
  CLUS_2              11               122
  CLUS_3               9               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       11      9     15
  8Q LOSS WILD-TYPE    150    101    111
D56V6, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              11               150
  CLUS_2               9               101
  CLUS_3              15               111
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q LOSS MUTATED       15      7     17     21     24      3
  8Q LOSS WILD-TYPE    175     88    240    148    236     45
D56V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       25     37     25
  8Q LOSS WILD-TYPE    314    396    222
D56V8, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              25               314
  CLUS_2              37               396
  CLUS_3              25               222
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q LOSS MUTATED       15      8     18     28     13      2
  8Q LOSS WILD-TYPE    179    162    209    223    127     30
D56V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       49     23     12
  8Q LOSS WILD-TYPE    482    250    198
D56V10, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              49               482
  CLUS_2              23               250
  CLUS_3              12               198
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       26     15     20
  8Q LOSS WILD-TYPE    222    223    198
D56V11, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              26               222
  CLUS_2              15               223
  CLUS_3              20               198
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       16     33     12
  8Q LOSS WILD-TYPE    149    325    169
D56V12, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              16               149
  CLUS_2              33               325
  CLUS_3              12               169

Clustering(57) Variable = 9P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9P LOSS MUTATED        7     10     53     30     18     33      9      6
  9P LOSS WILD-TYPE     14     26     66     66     91     39     11     34
D57V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       21     41    104
  9P LOSS WILD-TYPE    101     84    162
D57V2, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              21               101
  CLUS_2              41                84
  CLUS_3             104               162
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P LOSS MUTATED       32    146     18     99     12
  9P LOSS WILD-TYPE    345    106     86    153     36
D57V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P LOSS MUTATED       46     20     37     70     11     18
  9P LOSS WILD-TYPE     78    156     67     65     45     98
D57V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       65     37     31
  9P LOSS WILD-TYPE     82     96     86
D57V5, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              65                82
  CLUS_2              37                96
  CLUS_3              31                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       57     31     45
  9P LOSS WILD-TYPE    104     79     81
D57V6, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              57               104
  CLUS_2              31                79
  CLUS_3              45                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P LOSS MUTATED       55     16     34     73    114      9
  9P LOSS WILD-TYPE    135     79    223     96    146     39
D57V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       54    166     81
  9P LOSS WILD-TYPE    285    267    166
D57V8, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              54               285
  CLUS_2             166               267
  CLUS_3              81               166
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P LOSS MUTATED       60     21     52     93     67      8
  9P LOSS WILD-TYPE    134    149    175    158     73     24
D57V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED      168    105     28
  9P LOSS WILD-TYPE    363    168    182
D57V10, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1             168               363
  CLUS_2             105               168
  CLUS_3              28               182
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       74     35     89
  9P LOSS WILD-TYPE    174    203    129
D57V11, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              74               174
  CLUS_2              35               203
  CLUS_3              89               129
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       64    104     30
  9P LOSS WILD-TYPE    101    254    151
D57V12, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              64               101
  CLUS_2             104               254
  CLUS_3              30               151

Clustering(58) Variable = 9Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9Q LOSS MUTATED        7      5     42     41     19     23      7      5
  9Q LOSS WILD-TYPE     14     31     77     55     90     49     13     35
D58V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       15     47     87
  9Q LOSS WILD-TYPE    107     78    179
D58V2, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              15               107
  CLUS_2              47                78
  CLUS_3              87               179
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q LOSS MUTATED       29    113     17    106     13
  9Q LOSS WILD-TYPE    348    139     87    146     35
D58V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q LOSS MUTATED       56     18     28     59      6     19
  9Q LOSS WILD-TYPE     68    158     76     76     50     97
D58V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       65     29     23
  9Q LOSS WILD-TYPE     82    104     94
D58V5, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              65                82
  CLUS_2              29               104
  CLUS_3              23                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       42     22     53
  9Q LOSS WILD-TYPE    119     88     73
D58V6, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              42               119
  CLUS_2              22                88
  CLUS_3              53                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q LOSS MUTATED       74     10     32     52     98      7
  9Q LOSS WILD-TYPE    116     85    225    117    162     41
D58V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       44    137     92
  9Q LOSS WILD-TYPE    295    296    155
D58V8, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              44               295
  CLUS_2             137               296
  CLUS_3              92               155
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q LOSS MUTATED       44     18     44    106     51      6
  9Q LOSS WILD-TYPE    150    152    183    145     89     26
D58V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED      136    114     19
  9Q LOSS WILD-TYPE    395    159    191
D58V10, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1             136               395
  CLUS_2             114               159
  CLUS_3              19               191
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       55     32     90
  9Q LOSS WILD-TYPE    193    206    128
D58V11, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              55               193
  CLUS_2              32               206
  CLUS_3              90               128
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       70     85     22
  9Q LOSS WILD-TYPE     95    273    159
D58V12, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              70                95
  CLUS_2              85               273
  CLUS_3              22               159

Clustering(59) Variable = 10P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10P LOSS MUTATED        4      5     25     16     13     15      3      2
  10P LOSS WILD-TYPE     17     31     94     80     96     57     17     38
D59V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       12     21     50
  10P LOSS WILD-TYPE    110    104    216
D59V2, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               12                110
  CLUS_2               21                104
  CLUS_3               50                216
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P LOSS MUTATED       31     53     21     53     11
  10P LOSS WILD-TYPE    346    199     83    199     37
D59V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P LOSS MUTATED       34     21     16     34      9      7
  10P LOSS WILD-TYPE     90    155     88    101     47    109
D59V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       28     24     14
  10P LOSS WILD-TYPE    119    109    103
D59V5, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               28                119
  CLUS_2               24                109
  CLUS_3               14                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       30     14     22
  10P LOSS WILD-TYPE    131     96    104
D59V6, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               30                131
  CLUS_2               14                 96
  CLUS_3               22                104
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P LOSS MUTATED       36     10     26     40     49      4
  10P LOSS WILD-TYPE    154     85    231    129    211     44
D59V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       36     81     48
  10P LOSS WILD-TYPE    303    352    199
D59V8, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               36                303
  CLUS_2               81                352
  CLUS_3               48                199
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P LOSS MUTATED       32     15     30     51     31      7
  10P LOSS WILD-TYPE    162    155    197    200    109     25
D59V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       89     57     20
  10P LOSS WILD-TYPE    442    216    190
D59V10, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               89                442
  CLUS_2               57                216
  CLUS_3               20                190
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       44     27     43
  10P LOSS WILD-TYPE    204    211    175
D59V11, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               44                204
  CLUS_2               27                211
  CLUS_3               43                175
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       33     58     23
  10P LOSS WILD-TYPE    132    300    158
D59V12, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               33                132
  CLUS_2               58                300
  CLUS_3               23                158

Clustering(60) Variable = 10Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10Q LOSS MUTATED        6      5     28     31     14     17      3      2
  10Q LOSS WILD-TYPE     15     31     91     65     95     55     17     38
D60V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       13     36     57
  10Q LOSS WILD-TYPE    109     89    209
D60V2, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               13                109
  CLUS_2               36                 89
  CLUS_3               57                209
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q LOSS MUTATED       33     68     22     86     15
  10Q LOSS WILD-TYPE    344    184     82    166     33
D60V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q LOSS MUTATED       53     20     24     47      9     11
  10Q LOSS WILD-TYPE     71    156     80     88     47    105
D60V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       47     23     17
  10Q LOSS WILD-TYPE    100    110    100
D60V5, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               47                100
  CLUS_2               23                110
  CLUS_3               17                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       34     16     37
  10Q LOSS WILD-TYPE    127     94     89
D60V6, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               34                127
  CLUS_2               16                 94
  CLUS_3               37                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q LOSS MUTATED       63     12     26     53     61      3
  10Q LOSS WILD-TYPE    127     83    231    116    199     45
D60V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       40    100     78
  10Q LOSS WILD-TYPE    299    333    169
D60V8, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               40                299
  CLUS_2              100                333
  CLUS_3               78                169
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q LOSS MUTATED       41     22     31     79     39      7
  10Q LOSS WILD-TYPE    153    148    196    172    101     25
D60V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED      103     90     26
  10Q LOSS WILD-TYPE    428    183    184
D60V10, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1              103                428
  CLUS_2               90                183
  CLUS_3               26                184
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       51     36     70
  10Q LOSS WILD-TYPE    197    202    148
D60V11, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               51                197
  CLUS_2               36                202
  CLUS_3               70                148
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       55     71     31
  10Q LOSS WILD-TYPE    110    287    150
D60V12, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               55                110
  CLUS_2               71                287
  CLUS_3               31                150

Clustering(61) Variable = 11P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11P LOSS MUTATED        2     10     41     29     19     27      6      7
  11P LOSS WILD-TYPE     19     26     78     67     90     45     14     33
D61V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       25     42     74
  11P LOSS WILD-TYPE     97     83    192
D61V2, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               25                 97
  CLUS_2               42                 83
  CLUS_3               74                192
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P LOSS MUTATED       33     97     29     94     10
  11P LOSS WILD-TYPE    344    155     75    158     38
D61V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P LOSS MUTATED       41     20     33     53     11     16
  11P LOSS WILD-TYPE     83    156     71     82     45    100
D61V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       55     32     26
  11P LOSS WILD-TYPE     92    101     91
D61V5, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               55                 92
  CLUS_2               32                101
  CLUS_3               26                 91
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       38     26     49
  11P LOSS WILD-TYPE    123     84     77
D61V6, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               38                123
  CLUS_2               26                 84
  CLUS_3               49                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P LOSS MUTATED       57     17     26     61     87     12
  11P LOSS WILD-TYPE    133     78    231    108    173     36
D61V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       55    126     79
  11P LOSS WILD-TYPE    284    307    168
D61V8, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               55                284
  CLUS_2              126                307
  CLUS_3               79                168
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P LOSS MUTATED       45     25     45     86     47      7
  11P LOSS WILD-TYPE    149    145    182    165     93     25
D61V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED      144     83     28
  11P LOSS WILD-TYPE    387    190    182
D61V10, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1              144                387
  CLUS_2               83                190
  CLUS_3               28                182
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       58     38     75
  11P LOSS WILD-TYPE    190    200    143
D61V11, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               58                190
  CLUS_2               38                200
  CLUS_3               75                143
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       56     88     27
  11P LOSS WILD-TYPE    109    270    154
D61V12, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               56                109
  CLUS_2               88                270
  CLUS_3               27                154

Clustering(62) Variable = 11Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11Q LOSS MUTATED        5     16     64     27     26     26      6     15
  11Q LOSS WILD-TYPE     16     20     55     69     83     46     14     25
D62V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       40     39    106
  11Q LOSS WILD-TYPE     82     86    160
D62V2, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               40                 82
  CLUS_2               39                 86
  CLUS_3              106                160
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q LOSS MUTATED       67    146     36     88     13
  11Q LOSS WILD-TYPE    310    106     68    164     35
D62V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q LOSS MUTATED       38     43     44     73     16     23
  11Q LOSS WILD-TYPE     86    133     60     62     40     93
D62V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       57     48     40
  11Q LOSS WILD-TYPE     90     85     77
D62V5, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               57                 90
  CLUS_2               48                 85
  CLUS_3               40                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       58     41     46
  11Q LOSS WILD-TYPE    103     69     80
D62V6, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               58                103
  CLUS_2               41                 69
  CLUS_3               46                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q LOSS MUTATED       53     29     49     58    140     15
  11Q LOSS WILD-TYPE    137     66    208    111    120     33
D62V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED      100    171     73
  11Q LOSS WILD-TYPE    239    262    174
D62V8, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1              100                239
  CLUS_2              171                262
  CLUS_3               73                174
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q LOSS MUTATED       65     44     78     86     60      9
  11Q LOSS WILD-TYPE    129    126    149    165     80     23
D62V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED      209     83     50
  11Q LOSS WILD-TYPE    322    190    160
D62V10, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1              209                322
  CLUS_2               83                190
  CLUS_3               50                160
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       90     65     70
  11Q LOSS WILD-TYPE    158    173    148
D62V11, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               90                158
  CLUS_2               65                173
  CLUS_3               70                148
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       50    128     47
  11Q LOSS WILD-TYPE    115    230    134
D62V12, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               50                115
  CLUS_2              128                230
  CLUS_3               47                134

Clustering(63) Variable = 12P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12P LOSS MUTATED        3      6     12     27      8     11      4      3
  12P LOSS WILD-TYPE     18     30    107     69    101     61     16     37
D63V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       10     32     32
  12P LOSS WILD-TYPE    112     93    234
D63V2, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               10                112
  CLUS_2               32                 93
  CLUS_3               32                234
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P LOSS MUTATED       33     36     11     64      1
  12P LOSS WILD-TYPE    344    216     93    188     47
D63V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P LOSS MUTATED       39     12     13     17      8     10
  12P LOSS WILD-TYPE     85    164     91    118     48    106
D63V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       33     14     15
  12P LOSS WILD-TYPE    114    119    102
D63V5, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               33                114
  CLUS_2               14                119
  CLUS_3               15                102
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       20     12     30
  12P LOSS WILD-TYPE    141     98     96
D63V6, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               20                141
  CLUS_2               12                 98
  CLUS_3               30                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P LOSS MUTATED       53     13     18     26     29      4
  12P LOSS WILD-TYPE    137     82    239    143    231     44
D63V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       32     47     64
  12P LOSS WILD-TYPE    307    386    183
D63V8, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               32                307
  CLUS_2               47                386
  CLUS_3               64                183
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P LOSS MUTATED       25     14     14     59     27      4
  12P LOSS WILD-TYPE    169    156    213    192    113     28
D63V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       63     66     14
  12P LOSS WILD-TYPE    468    207    196
D63V10, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               63                468
  CLUS_2               66                207
  CLUS_3               14                196
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       27     20     52
  12P LOSS WILD-TYPE    221    218    166
D63V11, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               27                221
  CLUS_2               20                218
  CLUS_3               52                166
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       40     44     15
  12P LOSS WILD-TYPE    125    314    166
D63V12, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               40                125
  CLUS_2               44                314
  CLUS_3               15                166

Clustering(64) Variable = 12Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12Q LOSS MUTATED        2      3      7     32      5      6      2      2
  12Q LOSS WILD-TYPE     19     33    112     64    104     66     18     38
D64V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        6     35     18
  12Q LOSS WILD-TYPE    116     90    248
D64V2, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                6                116
  CLUS_2               35                 90
  CLUS_3               18                248
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q LOSS MUTATED       20     18     10     74      2
  12Q LOSS WILD-TYPE    357    234     94    178     46
D64V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q LOSS MUTATED       49      6     13     10      2      8
  12Q LOSS WILD-TYPE     75    170     91    125     54    108
D64V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       31      9      8
  12Q LOSS WILD-TYPE    116    124    109
D64V5, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               31                116
  CLUS_2                9                124
  CLUS_3                8                109
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       12      5     31
  12Q LOSS WILD-TYPE    149    105     95
D64V6, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               12                149
  CLUS_2                5                105
  CLUS_3               31                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q LOSS MUTATED       65      8     15     15     16      3
  12Q LOSS WILD-TYPE    125     87    242    154    244     45
D64V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       22     28     72
  12Q LOSS WILD-TYPE    317    405    175
D64V8, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               22                317
  CLUS_2               28                405
  CLUS_3               72                175
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q LOSS MUTATED       13     16      7     66     16      3
  12Q LOSS WILD-TYPE    181    154    220    185    124     29
D64V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       40     71     10
  12Q LOSS WILD-TYPE    491    202    200
D64V10, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               40                491
  CLUS_2               71                202
  CLUS_3               10                200
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       17     16     62
  12Q LOSS WILD-TYPE    231    222    156
D64V11, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               17                231
  CLUS_2               16                222
  CLUS_3               62                156
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       53     30     12
  12Q LOSS WILD-TYPE    112    328    169
D64V12, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               53                112
  CLUS_2               30                328
  CLUS_3               12                169

Clustering(65) Variable = 13Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  13Q LOSS MUTATED        7     14     62     51     30     38      9      8
  13Q LOSS WILD-TYPE     14     22     57     45     79     34     11     32
D65V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       31     69    119
  13Q LOSS WILD-TYPE     91     56    147
D65V2, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               31                 91
  CLUS_2               69                 56
  CLUS_3              119                147
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q LOSS MUTATED       72    138     53    132     28
  13Q LOSS WILD-TYPE    305    114     51    120     20
D65V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q LOSS MUTATED       71     51     52     63     12     38
  13Q LOSS WILD-TYPE     53    125     52     72     44     78
D65V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       70     51     51
  13Q LOSS WILD-TYPE     77     82     66
D65V5, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               70                 77
  CLUS_2               51                 82
  CLUS_3               51                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       65     44     63
  13Q LOSS WILD-TYPE     96     66     63
D65V6, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               65                 96
  CLUS_2               44                 66
  CLUS_3               63                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q LOSS MUTATED      103     27     70     86    118     11
  13Q LOSS WILD-TYPE     87     68    187     83    142     37
D65V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       90    194    131
  13Q LOSS WILD-TYPE    249    239    116
D65V8, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               90                249
  CLUS_2              194                239
  CLUS_3              131                116
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q LOSS MUTATED       75     38     93    133     64     12
  13Q LOSS WILD-TYPE    119    132    134    118     76     20
D65V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED      220    141     54
  13Q LOSS WILD-TYPE    311    132    156
D65V10, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1              220                311
  CLUS_2              141                132
  CLUS_3               54                156
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       90     67    118
  13Q LOSS WILD-TYPE    158    171    100
D65V11, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               90                158
  CLUS_2               67                171
  CLUS_3              118                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       89    135     51
  13Q LOSS WILD-TYPE     76    223    130
D65V12, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               89                 76
  CLUS_2              135                223
  CLUS_3               51                130

Clustering(66) Variable = 14Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  14Q LOSS MUTATED        3      1     30     50      7     14      9      5
  14Q LOSS WILD-TYPE     18     35     89     46    102     58     11     35
D66V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       14     56     49
  14Q LOSS WILD-TYPE    108     69    217
D66V2, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               14                108
  CLUS_2               56                 69
  CLUS_3               49                217
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q LOSS MUTATED       29     55     20    136     11
  14Q LOSS WILD-TYPE    348    197     84    116     37
D66V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q LOSS MUTATED       74     16     26     32      8     22
  14Q LOSS WILD-TYPE     50    160     78    103     48     94
D66V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       54     16     25
  14Q LOSS WILD-TYPE     93    117     92
D66V5, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               54                 93
  CLUS_2               16                117
  CLUS_3               25                 92
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       24     21     50
  14Q LOSS WILD-TYPE    137     89     76
D66V6, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               24                137
  CLUS_2               21                 89
  CLUS_3               50                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q LOSS MUTATED      108      8     25     44     56      6
  14Q LOSS WILD-TYPE     82     87    232    125    204     42
D66V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       42     83    122
  14Q LOSS WILD-TYPE    297    350    125
D66V8, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               42                297
  CLUS_2               83                350
  CLUS_3              122                125
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q LOSS MUTATED       31     25     29    123     34      2
  14Q LOSS WILD-TYPE    163    145    198    128    106     30
D66V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       88    133     23
  14Q LOSS WILD-TYPE    443    140    187
D66V10, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               88                443
  CLUS_2              133                140
  CLUS_3               23                187
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       45     31    106
  14Q LOSS WILD-TYPE    203    207    112
D66V11, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               45                203
  CLUS_2               31                207
  CLUS_3              106                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       88     68     26
  14Q LOSS WILD-TYPE     77    290    155
D66V12, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               88                 77
  CLUS_2               68                290
  CLUS_3               26                155

Clustering(67) Variable = 15Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  15Q LOSS MUTATED        4      9     31     45     22     33      8      6
  15Q LOSS WILD-TYPE     17     27     88     51     87     39     12     34
D67V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       20     55     83
  15Q LOSS WILD-TYPE    102     70    183
D67V2, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               20                102
  CLUS_2               55                 70
  CLUS_3               83                183
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q LOSS MUTATED       35     82     44    134     13
  15Q LOSS WILD-TYPE    342    170     60    118     35
D67V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q LOSS MUTATED       69     26     33     49     10     24
  15Q LOSS WILD-TYPE     55    150     71     86     46     92
D67V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       64     37     31
  15Q LOSS WILD-TYPE     83     96     86
D67V5, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               64                 83
  CLUS_2               37                 96
  CLUS_3               31                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       48     27     57
  15Q LOSS WILD-TYPE    113     83     69
D67V6, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               48                113
  CLUS_2               27                 83
  CLUS_3               57                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q LOSS MUTATED       95     13     48     72     71      7
  15Q LOSS WILD-TYPE     95     82    209     97    189     41
D67V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       56    138    112
  15Q LOSS WILD-TYPE    283    295    135
D67V8, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               56                283
  CLUS_2              138                295
  CLUS_3              112                135
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q LOSS MUTATED       60     22     44    118     44     11
  15Q LOSS WILD-TYPE    134    148    183    133     96     21
D67V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED      151    126     22
  15Q LOSS WILD-TYPE    380    147    188
D67V10, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1              151                380
  CLUS_2              126                147
  CLUS_3               22                188
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       72     34     98
  15Q LOSS WILD-TYPE    176    204    120
D67V11, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               72                176
  CLUS_2               34                204
  CLUS_3               98                120
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       78     97     29
  15Q LOSS WILD-TYPE     87    261    152
D67V12, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               78                 87
  CLUS_2               97                261
  CLUS_3               29                152

Clustering(68) Variable = 16P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16P LOSS MUTATED        1      3     17     22     11     13      3      6
  16P LOSS WILD-TYPE     20     33    102     74     98     59     17     34
D68V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       13     23     40
  16P LOSS WILD-TYPE    109    102    226
D68V2, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               13                109
  CLUS_2               23                102
  CLUS_3               40                226
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P LOSS MUTATED       47     34      9     64     10
  16P LOSS WILD-TYPE    330    218     95    188     38
D68V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P LOSS MUTATED       33     21     17     14      5     23
  16P LOSS WILD-TYPE     91    155     87    121     51     93
D68V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       30     17     10
  16P LOSS WILD-TYPE    117    116    107
D68V5, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               30                117
  CLUS_2               17                116
  CLUS_3               10                107
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       24      9     24
  16P LOSS WILD-TYPE    137    101    102
D68V6, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               24                137
  CLUS_2                9                101
  CLUS_3               24                102
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P LOSS MUTATED       50     10     35     24     34      6
  16P LOSS WILD-TYPE    140     85    222    145    226     42
D68V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       47     59     53
  16P LOSS WILD-TYPE    292    374    194
D68V8, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               47                292
  CLUS_2               59                374
  CLUS_3               53                194
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P LOSS MUTATED       24     20     25     61     26      6
  16P LOSS WILD-TYPE    170    150    202    190    114     26
D68V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       70     62     30
  16P LOSS WILD-TYPE    461    211    180
D68V10, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               70                461
  CLUS_2               62                211
  CLUS_3               30                180
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       27     36     55
  16P LOSS WILD-TYPE    221    202    163
D68V11, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               27                221
  CLUS_2               36                202
  CLUS_3               55                163
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       46     45     27
  16P LOSS WILD-TYPE    119    313    154
D68V12, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               46                119
  CLUS_2               45                313
  CLUS_3               27                154

Clustering(69) Variable = 16Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16Q LOSS MUTATED       12     21     62     28     82     38     12     31
  16Q LOSS WILD-TYPE      9     15     57     68     27     34      8      9
D69V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       78     37    171
  16Q LOSS WILD-TYPE     44     88     95
D69V2, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               78                 44
  CLUS_2               37                 88
  CLUS_3              171                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q LOSS MUTATED      229    131     80    105     30
  16Q LOSS WILD-TYPE    148    121     24    147     18
D69V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q LOSS MUTATED       50    129     71     63     29     52
  16Q LOSS WILD-TYPE     74     47     33     72     27     64
D69V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       58     87     66
  16Q LOSS WILD-TYPE     89     46     51
D69V5, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               58                 89
  CLUS_2               87                 46
  CLUS_3               66                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED      106     63     42
  16Q LOSS WILD-TYPE     55     47     84
D69V6, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1              106                 55
  CLUS_2               63                 47
  CLUS_3               42                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q LOSS MUTATED       63     58    202     82    129     32
  16Q LOSS WILD-TYPE    127     37     55     87    131     16
D69V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED      229    256     81
  16Q LOSS WILD-TYPE    110    177    166
D69V8, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1              229                110
  CLUS_2              256                177
  CLUS_3               81                166
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q LOSS MUTATED      119     99    152     97     70     28
  16Q LOSS WILD-TYPE     75     71     75    154     70      4
D69V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED      322    103    140
  16Q LOSS WILD-TYPE    209    170     70
D69V10, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1              322                209
  CLUS_2              103                170
  CLUS_3              140                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED      144    157     88
  16Q LOSS WILD-TYPE    104     81    130
D69V11, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1              144                104
  CLUS_2              157                 81
  CLUS_3               88                130
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       63    203    123
  16Q LOSS WILD-TYPE    102    155     58
D69V12, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               63                102
  CLUS_2              203                155
  CLUS_3              123                 58

Clustering(70) Variable = 17P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17P LOSS MUTATED       13     23     66     61     30     57     12     21
  17P LOSS WILD-TYPE      8     13     53     35     79     15      8     19
D70V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       63     82    138
  17P LOSS WILD-TYPE     59     43    128
D70V2, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               63                 59
  CLUS_2               82                 43
  CLUS_3              138                128
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P LOSS MUTATED      132    166     47    186     22
  17P LOSS WILD-TYPE    245     86     57     66     26
D70V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P LOSS MUTATED       75     68     62     92     26     44
  17P LOSS WILD-TYPE     49    108     42     43     30     72
D70V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED      107     56     56
  17P LOSS WILD-TYPE     40     77     61
D70V5, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1              107                 40
  CLUS_2               56                 77
  CLUS_3               56                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       83     48     88
  17P LOSS WILD-TYPE     78     62     38
D70V6, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               83                 78
  CLUS_2               48                 62
  CLUS_3               88                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P LOSS MUTATED      114     45     92    132    141     22
  17P LOSS WILD-TYPE     76     50    165     37    119     26
D70V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED      152    236    158
  17P LOSS WILD-TYPE    187    197     89
D70V8, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1              152                187
  CLUS_2              236                197
  CLUS_3              158                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P LOSS MUTATED      108     66     97    165     87     20
  17P LOSS WILD-TYPE     86    104    130     86     53     12
D70V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED      287    175     81
  17P LOSS WILD-TYPE    244     98    129
D70V10, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1              287                244
  CLUS_2              175                 98
  CLUS_3               81                129
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED      128    101    142
  17P LOSS WILD-TYPE    120    137     76
D70V11, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1              128                120
  CLUS_2              101                137
  CLUS_3              142                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED      104    186     81
  17P LOSS WILD-TYPE     61    172    100
D70V12, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1              104                 61
  CLUS_2              186                172
  CLUS_3               81                100

Clustering(71) Variable = 17Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17Q LOSS MUTATED        4      4     22     50     12     34      4     12
  17Q LOSS WILD-TYPE     17     32     97     46     97     38     16     28
D71V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       23     65     54
  17Q LOSS WILD-TYPE     99     60    212
D71V2, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               23                 99
  CLUS_2               65                 60
  CLUS_3               54                212
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q LOSS MUTATED       50     56     21    130      7
  17Q LOSS WILD-TYPE    327    196     83    122     41
D71V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q LOSS MUTATED       62     13     17     35      6     28
  17Q LOSS WILD-TYPE     62    163     87    100     50     88
D71V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       71     16     30
  17Q LOSS WILD-TYPE     76    117     87
D71V5, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               71                 76
  CLUS_2               16                117
  CLUS_3               30                 87
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       26     24     67
  17Q LOSS WILD-TYPE    135     86     59
D71V6, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               26                135
  CLUS_2               24                 86
  CLUS_3               67                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q LOSS MUTATED       88     15     36     70     43      9
  17Q LOSS WILD-TYPE    102     80    221     99    217     39
D71V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       54     89    118
  17Q LOSS WILD-TYPE    285    344    129
D71V8, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               54                285
  CLUS_2               89                344
  CLUS_3              118                129
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q LOSS MUTATED       43     32     28    111     33     12
  17Q LOSS WILD-TYPE    151    138    199    140    107     20
D71V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED      113    120     26
  17Q LOSS WILD-TYPE    418    153    184
D71V10, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1              113                418
  CLUS_2              120                153
  CLUS_3               26                184
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       51     40     87
  17Q LOSS WILD-TYPE    197    198    131
D71V11, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               51                197
  CLUS_2               40                198
  CLUS_3               87                131
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       75     71     32
  17Q LOSS WILD-TYPE     90    287    149
D71V12, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               75                 90
  CLUS_2               71                287
  CLUS_3               32                149

Clustering(72) Variable = 18P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18P LOSS MUTATED        6     11     36     27     19     38      9     13
  18P LOSS WILD-TYPE     15     25     83     69     90     34     11     27
D72V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       32     39     88
  18P LOSS WILD-TYPE     90     86    178
D72V2, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               32                 90
  CLUS_2               39                 86
  CLUS_3               88                178
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P LOSS MUTATED       60    105     38     95     11
  18P LOSS WILD-TYPE    317    147     66    157     37
D72V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P LOSS MUTATED       34     31     46     57     13     29
  18P LOSS WILD-TYPE     90    145     58     78     43     87
D72V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       53     35     36
  18P LOSS WILD-TYPE     94     98     81
D72V5, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               53                 94
  CLUS_2               35                 98
  CLUS_3               36                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       50     32     42
  18P LOSS WILD-TYPE    111     78     84
D72V6, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               50                111
  CLUS_2               32                 78
  CLUS_3               42                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P LOSS MUTATED       49     22     52     90     79     12
  18P LOSS WILD-TYPE    141     73    205     79    181     36
D72V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       84    146     74
  18P LOSS WILD-TYPE    255    287    173
D72V8, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               84                255
  CLUS_2              146                287
  CLUS_3               74                173
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P LOSS MUTATED       66     34     50     88     55     13
  18P LOSS WILD-TYPE    128    136    177    163     85     19
D72V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED      170     89     47
  18P LOSS WILD-TYPE    361    184    163
D72V10, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1              170                361
  CLUS_2               89                184
  CLUS_3               47                163
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       79     50     75
  18P LOSS WILD-TYPE    169    188    143
D72V11, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               79                169
  CLUS_2               50                188
  CLUS_3               75                143
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       50    112     42
  18P LOSS WILD-TYPE    115    246    139
D72V12, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               50                115
  CLUS_2              112                246
  CLUS_3               42                139

Clustering(73) Variable = 18Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18Q LOSS MUTATED        5     11     34     27     19     38      7      9
  18Q LOSS WILD-TYPE     16     25     85     69     90     34     13     31
D73V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       29     38     83
  18Q LOSS WILD-TYPE     93     87    183
D73V2, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               29                 93
  CLUS_2               38                 87
  CLUS_3               83                183
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q LOSS MUTATED       58    104     39     99     10
  18Q LOSS WILD-TYPE    319    148     65    153     38
D73V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q LOSS MUTATED       43     31     46     58     12     26
  18Q LOSS WILD-TYPE     81    145     58     77     44     90
D73V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       54     35     27
  18Q LOSS WILD-TYPE     93     98     90
D73V5, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               54                 93
  CLUS_2               35                 98
  CLUS_3               27                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       49     26     41
  18Q LOSS WILD-TYPE    112     84     85
D73V6, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               49                112
  CLUS_2               26                 84
  CLUS_3               41                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q LOSS MUTATED       56     23     54     86     76     10
  18Q LOSS WILD-TYPE    134     72    203     83    184     38
D73V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       83    142     80
  18Q LOSS WILD-TYPE    256    291    167
D73V8, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               83                256
  CLUS_2              142                291
  CLUS_3               80                167
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q LOSS MUTATED       65     35     49     94     49     13
  18Q LOSS WILD-TYPE    129    135    178    157     91     19
D73V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED      156    102     47
  18Q LOSS WILD-TYPE    375    171    163
D73V10, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1              156                375
  CLUS_2              102                171
  CLUS_3               47                163
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       77     49     85
  18Q LOSS WILD-TYPE    171    189    133
D73V11, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               77                171
  CLUS_2               49                189
  CLUS_3               85                133
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       60    106     45
  18Q LOSS WILD-TYPE    105    252    136
D73V12, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               60                105
  CLUS_2              106                252
  CLUS_3               45                136

Clustering(74) Variable = 19P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19P LOSS MUTATED        3      6     30     20      8     25      1      2
  19P LOSS WILD-TYPE     18     30     89     76    101     47     19     38
D74V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        7     25     63
  19P LOSS WILD-TYPE    115    100    203
D74V2, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                7                115
  CLUS_2               25                100
  CLUS_3               63                203
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P LOSS MUTATED       14     88      9     67      8
  19P LOSS WILD-TYPE    363    164     95    185     40
D74V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P LOSS MUTATED       33     10     15     49      4     12
  19P LOSS WILD-TYPE     91    166     89     86     52    104
D74V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       37     24     14
  19P LOSS WILD-TYPE    110    109    103
D74V5, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               37                110
  CLUS_2               24                109
  CLUS_3               14                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       28     14     33
  19P LOSS WILD-TYPE    133     96     93
D74V6, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               28                133
  CLUS_2               14                 96
  CLUS_3               33                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P LOSS MUTATED       47      5     17     47     63      5
  19P LOSS WILD-TYPE    143     90    240    122    197     43
D74V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       25    105     54
  19P LOSS WILD-TYPE    314    328    193
D74V8, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               25                314
  CLUS_2              105                328
  CLUS_3               54                193
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P LOSS MUTATED       27      7     24     71     45      7
  19P LOSS WILD-TYPE    167    163    203    180     95     25
D74V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED      102     66     13
  19P LOSS WILD-TYPE    429    207    197
D74V10, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1              102                429
  CLUS_2               66                207
  CLUS_3               13                197
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       42     16     66
  19P LOSS WILD-TYPE    206    222    152
D74V11, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               42                206
  CLUS_2               16                222
  CLUS_3               66                152
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       46     64     14
  19P LOSS WILD-TYPE    119    294    167
D74V12, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               46                119
  CLUS_2               64                294
  CLUS_3               14                167

Clustering(75) Variable = 19Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19Q LOSS MUTATED        4      6     21     13      8     21      2      2
  19Q LOSS WILD-TYPE     17     30     98     83    101     51     18     38
D75V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        6     19     52
  19Q LOSS WILD-TYPE    116    106    214
D75V2, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                6                116
  CLUS_2               19                106
  CLUS_3               52                214
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q LOSS MUTATED       12     79      5     51      8
  19Q LOSS WILD-TYPE    365    173     99    201     40
D75V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q LOSS MUTATED       24      7     17     38      2     15
  19Q LOSS WILD-TYPE    100    169     87     97     54    101
D75V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       27     21     11
  19Q LOSS WILD-TYPE    120    112    106
D75V5, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               27                120
  CLUS_2               21                112
  CLUS_3               11                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       26     10     23
  19Q LOSS WILD-TYPE    135    100    103
D75V6, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               26                135
  CLUS_2               10                100
  CLUS_3               23                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q LOSS MUTATED       35      5     13     44     53      4
  19Q LOSS WILD-TYPE    155     90    244    125    207     44
D75V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       18     90     46
  19Q LOSS WILD-TYPE    321    343    201
D75V8, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               18                321
  CLUS_2               90                343
  CLUS_3               46                201
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q LOSS MUTATED       25      9     22     56     34      5
  19Q LOSS WILD-TYPE    169    161    205    195    106     27
D75V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       89     50     12
  19Q LOSS WILD-TYPE    442    223    198
D75V10, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               89                442
  CLUS_2               50                223
  CLUS_3               12                198
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       36     11     53
  19Q LOSS WILD-TYPE    212    227    165
D75V11, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               36                212
  CLUS_2               11                227
  CLUS_3               53                165
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       36     52     12
  19Q LOSS WILD-TYPE    129    306    169
D75V12, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               36                129
  CLUS_2               52                306
  CLUS_3               12                169

Clustering(76) Variable = 20P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20P LOSS MUTATED        1      2     10     16      2      7      1      0
  20P LOSS WILD-TYPE     20     34    109     80    107     65     19     40
D76V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        3     19     17
  20P LOSS WILD-TYPE    119    106    249
D76V2, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                3                119
  CLUS_2               19                106
  CLUS_3               17                249
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P LOSS MUTATED        8     24      3     48      4
  20P LOSS WILD-TYPE    369    228    101    204     44
D76V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P LOSS MUTATED       32      6      9     11      3      2
  20P LOSS WILD-TYPE     92    170     95    124     53    114
D76V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       15      5      9
  20P LOSS WILD-TYPE    132    128    108
D76V5, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               15                132
  CLUS_2                5                128
  CLUS_3                9                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        9      7     13
  20P LOSS WILD-TYPE    152    103    113
D76V6, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                9                152
  CLUS_2                7                103
  CLUS_3               13                113
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P LOSS MUTATED       41      1     10     14     21      0
  20P LOSS WILD-TYPE    149     94    247    155    239     48
D76V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        9     32     46
  20P LOSS WILD-TYPE    330    401    201
D76V8, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                9                330
  CLUS_2               32                401
  CLUS_3               46                201
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P LOSS MUTATED        7      5     10     44     13      2
  20P LOSS WILD-TYPE    187    165    217    207    127     30
D76V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       31     43      7
  20P LOSS WILD-TYPE    500    230    203
D76V10, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               31                500
  CLUS_2               43                230
  CLUS_3                7                203
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       10      9     37
  20P LOSS WILD-TYPE    238    229    181
D76V11, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               10                238
  CLUS_2                9                229
  CLUS_3               37                181
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       33     16      7
  20P LOSS WILD-TYPE    132    342    174
D76V12, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               33                132
  CLUS_2               16                342
  CLUS_3                7                174

Clustering(77) Variable = 20Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20Q LOSS MUTATED        1      2      3     11      1      4      0      0
  20Q LOSS WILD-TYPE     20     34    116     85    108     68     20     40
D77V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        2     12      8
  20Q LOSS WILD-TYPE    120    113    258
D77V2, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                2                120
  CLUS_2               12                113
  CLUS_3                8                258
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q LOSS MUTATED        4     12      3     30      2
  20Q LOSS WILD-TYPE    373    240    101    222     46
D77V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20Q LOSS MUTATED       24      3      2      6      1      1
  20Q LOSS WILD-TYPE    100    173    102    129     55    115
D77V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        9      3      2
  20Q LOSS WILD-TYPE    138    130    115
D77V5, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                9                138
  CLUS_2                3                130
  CLUS_3                2                115
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        5      1      8
  20Q LOSS WILD-TYPE    156    109    118
D77V6, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                5                156
  CLUS_2                1                109
  CLUS_3                8                118
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20Q LOSS MUTATED       29      1      7      6      8      0
  20Q LOSS WILD-TYPE    161     94    250    163    252     48
D77V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        6     14     31
  20Q LOSS WILD-TYPE    333    419    216
D77V8, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                6                333
  CLUS_2               14                419
  CLUS_3               31                216
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20Q LOSS MUTATED        4      4      6     29      4      1
  20Q LOSS WILD-TYPE    190    166    221    222    136     31
D77V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED       11     31      6
  20Q LOSS WILD-TYPE    520    242    204
D77V10, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1               11                520
  CLUS_2               31                242
  CLUS_3                6                204
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        3      7     25
  20Q LOSS WILD-TYPE    245    231    193
D77V11, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                3                245
  CLUS_2                7                231
  CLUS_3               25                193
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED       24      5      6
  20Q LOSS WILD-TYPE    141    353    175
D77V12, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1               24                141
  CLUS_2                5                353
  CLUS_3                6                175

Clustering(78) Variable = 21Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  21Q LOSS MUTATED        2      9     28     13     10     17      2      5
  21Q LOSS WILD-TYPE     19     27     91     83     99     55     18     35
D78V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       15     16     55
  21Q LOSS WILD-TYPE    107    109    211
D78V2, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               15                107
  CLUS_2               16                109
  CLUS_3               55                211
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q LOSS MUTATED       19     69     19     51     10
  21Q LOSS WILD-TYPE    358    183     85    201     38
D78V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q LOSS MUTATED       22     20     19     36      4     10
  21Q LOSS WILD-TYPE    102    156     85     99     52    106
D78V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       28     21     20
  21Q LOSS WILD-TYPE    119    112     97
D78V5, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               28                119
  CLUS_2               21                112
  CLUS_3               20                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       29     19     21
  21Q LOSS WILD-TYPE    132     91    105
D78V6, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               29                132
  CLUS_2               19                 91
  CLUS_3               21                105
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q LOSS MUTATED       32     11     27     35     54      7
  21Q LOSS WILD-TYPE    158     84    230    134    206     41
D78V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       38     88     40
  21Q LOSS WILD-TYPE    301    345    207
D78V8, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               38                301
  CLUS_2               88                345
  CLUS_3               40                207
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q LOSS MUTATED       35     11     33     50     26      7
  21Q LOSS WILD-TYPE    159    159    194    201    114     25
D78V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       96     45     21
  21Q LOSS WILD-TYPE    435    228    189
D78V10, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               96                435
  CLUS_2               45                228
  CLUS_3               21                189
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       42     21     42
  21Q LOSS WILD-TYPE    206    217    176
D78V11, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               42                206
  CLUS_2               21                217
  CLUS_3               42                176
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       29     59     17
  21Q LOSS WILD-TYPE    136    299    164
D78V12, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               29                136
  CLUS_2               59                299
  CLUS_3               17                164

Clustering(79) Variable = 22Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  22Q LOSS MUTATED        8     20     68     37     47     26     11     19
  22Q LOSS WILD-TYPE     13     16     51     59     62     46      9     21
D79V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       62     41    133
  22Q LOSS WILD-TYPE     60     84    133
D79V2, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               62                 60
  CLUS_2               41                 84
  CLUS_3              133                133
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q LOSS MUTATED      117    142     72    111     25
  22Q LOSS WILD-TYPE    260    110     32    141     23
D79V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q LOSS MUTATED       58     67     49     87     16     41
  22Q LOSS WILD-TYPE     66    109     55     48     40     75
D79V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       58     75     55
  22Q LOSS WILD-TYPE     89     58     62
D79V5, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               58                 89
  CLUS_2               75                 58
  CLUS_3               55                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       89     56     43
  22Q LOSS WILD-TYPE     72     54     83
D79V6, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               89                 72
  CLUS_2               56                 54
  CLUS_3               43                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q LOSS MUTATED       73     39    120     72    137     21
  22Q LOSS WILD-TYPE    117     56    137     97    123     27
D79V7, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED      158    218     86
  22Q LOSS WILD-TYPE    181    215    161
D79V8, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1              158                181
  CLUS_2              218                215
  CLUS_3               86                161
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q LOSS MUTATED       85     61    112    105     77     17
  22Q LOSS WILD-TYPE    109    109    115    146     63     15
D79V9, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED      267    106     84
  22Q LOSS WILD-TYPE    264    167    126
D79V10, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1              267                264
  CLUS_2              106                167
  CLUS_3               84                126
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED      117    107     91
  22Q LOSS WILD-TYPE    131    131    127
D79V11, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1              117                131
  CLUS_2              107                131
  CLUS_3               91                127
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       65    169     81
  22Q LOSS WILD-TYPE    100    189    100
D79V12, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               65                100
  CLUS_2              169                189
  CLUS_3               81                100

Clustering(80) Variable = XQ LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  XQ LOSS MUTATED        2      6     28     19     12     16      2      4
  XQ LOSS WILD-TYPE     19     30     91     77     97     56     18     36
D80V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       12     26     51
  XQ LOSS WILD-TYPE    110     99    215
D80V2, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              12               110
  CLUS_2              26                99
  CLUS_3              51               215
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ LOSS MUTATED       20     66     14     68      5
  XQ LOSS WILD-TYPE    357    186     90    184     43
D80V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ LOSS MUTATED       29     16     25     35      6      5
  XQ LOSS WILD-TYPE     95    160     79    100     50    111
D80V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       34     25     13
  XQ LOSS WILD-TYPE    113    108    104
D80V5, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              34               113
  CLUS_2              25               108
  CLUS_3              13               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       33     11     28
  XQ LOSS WILD-TYPE    128     99     98
D80V6, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              33               128
  CLUS_2              11                99
  CLUS_3              28                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ LOSS MUTATED       40      9     22     36     61      3
  XQ LOSS WILD-TYPE    150     86    235    133    199     45
D80V7, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       30     90     51
  XQ LOSS WILD-TYPE    309    343    196
D80V8, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              30               309
  CLUS_2              90               343
  CLUS_3              51               196
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ LOSS MUTATED       34      8     39     56     27      6
  XQ LOSS WILD-TYPE    160    162    188    195    113     26
D80V9, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED      102     49     19
  XQ LOSS WILD-TYPE    429    224    191
D80V10, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1             102               429
  CLUS_2              49               224
  CLUS_3              19               191
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       41     23     43
  XQ LOSS WILD-TYPE    207    215    175
D80V11, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              41               207
  CLUS_2              23               215
  CLUS_3              43               175
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       31     54     22
  XQ LOSS WILD-TYPE    134    304    159
D80V12, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              31               134
  CLUS_2              54               304
  CLUS_3              22               159
> q(save="no")
