
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/6197621/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/BRCA-TP/6197590/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/6197590/BRCA-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/BRCA-TP/6197621/transformed.cor.cli.txt"

nPatients in clinical file=1044, in cluster file=1007, common to both=1007
[1]   80 1007
[1] "1P GAIN MUTATION ANALYSIS"
[1] 3
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
              191               816 
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
              191               816 
[1] "1Q GAIN MUTATION ANALYSIS"
[1] 3
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
              655               352 
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
              655               352 
[1] "2P GAIN MUTATION ANALYSIS"
[1] 3
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
              113               894 
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
              113               894 
[1] "2Q GAIN MUTATION ANALYSIS"
[1] 3
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               70               937 
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               70               937 
[1] "3P GAIN MUTATION ANALYSIS"
[1] 3
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
              137               870 
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
              137               870 
[1] "3Q GAIN MUTATION ANALYSIS"
[1] 3
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
              202               805 
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
              202               805 
[1] "4P GAIN MUTATION ANALYSIS"
[1] 3
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               73               934 
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               73               934 
[1] "4Q GAIN MUTATION ANALYSIS"
[1] 3
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
               68               939 
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
               68               939 
[1] "5P GAIN MUTATION ANALYSIS"
[1] 3
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
              291               716 
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
              291               716 
[1] "5Q GAIN MUTATION ANALYSIS"
[1] 3
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
              196               811 
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
              196               811 
[1] "6P GAIN MUTATION ANALYSIS"
[1] 3
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
              197               810 
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
              197               810 
[1] "6Q GAIN MUTATION ANALYSIS"
[1] 3
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
              141               866 
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
              141               866 
[1] "7P GAIN MUTATION ANALYSIS"
[1] 3
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
              290               717 
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
              290               717 
[1] "7Q GAIN MUTATION ANALYSIS"
[1] 3
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
              247               760 
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
              247               760 
[1] "8P GAIN MUTATION ANALYSIS"
[1] 3
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
              270               737 
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
              270               737 
[1] "8Q GAIN MUTATION ANALYSIS"
[1] 3
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
              495               512 
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
              495               512 
[1] "9P GAIN MUTATION ANALYSIS"
[1] 3
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
              130               877 
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
              130               877 
[1] "9Q GAIN MUTATION ANALYSIS"
[1] 3
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
              112               895 
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
              112               895 
[1] "10P GAIN MUTATION ANALYSIS"
[1] 3
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
               197                810 
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
               197                810 
[1] "10Q GAIN MUTATION ANALYSIS"
[1] 3
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
               113                894 
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
               113                894 
[1] "11P GAIN MUTATION ANALYSIS"
[1] 3
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
               129                878 
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
               129                878 
[1] "11Q GAIN MUTATION ANALYSIS"
[1] 3
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                90                917 
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                90                917 
[1] "12P GAIN MUTATION ANALYSIS"
[1] 3
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
               216                791 
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
               216                791 
[1] "12Q GAIN MUTATION ANALYSIS"
[1] 3
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
               179                828 
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
               179                828 
[1] "13Q GAIN MUTATION ANALYSIS"
[1] 3
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                89                918 
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                89                918 
[1] "14Q GAIN MUTATION ANALYSIS"
[1] 3
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
               139                868 
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
               139                868 
[1] "15Q GAIN MUTATION ANALYSIS"
[1] 3
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                85                922 
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                85                922 
[1] "16P GAIN MUTATION ANALYSIS"
[1] 3
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
               447                560 
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
               447                560 
[1] "16Q GAIN MUTATION ANALYSIS"
[1] 3
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
               126                881 
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
               126                881 
[1] "17P GAIN MUTATION ANALYSIS"
[1] 3
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
               104                903 
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
               104                903 
[1] "17Q GAIN MUTATION ANALYSIS"
[1] 3
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
               207                800 
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
               207                800 
[1] "18P GAIN MUTATION ANALYSIS"
[1] 3
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
               161                846 
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
               161                846 
[1] "18Q GAIN MUTATION ANALYSIS"
[1] 3
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
               140                867 
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
               140                867 
[1] "19P GAIN MUTATION ANALYSIS"
[1] 3
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
               171                836 
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
               171                836 
[1] "19Q GAIN MUTATION ANALYSIS"
[1] 3
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
               202                805 
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
               202                805 
[1] "20P GAIN MUTATION ANALYSIS"
[1] 3
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
               389                618 
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
               389                618 
[1] "20Q GAIN MUTATION ANALYSIS"
[1] 3
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
               422                585 
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
               422                585 
[1] "21Q GAIN MUTATION ANALYSIS"
[1] 3
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
               184                823 
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
               184                823 
[1] "22Q GAIN MUTATION ANALYSIS"
[1] 3
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                91                916 
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                91                916 
[1] "XQ GAIN MUTATION ANALYSIS"
[1] 3
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
              131               876 
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
              131               876 
[1] "1P LOSS MUTATION ANALYSIS"
[1] 3
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
              230               777 
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
              230               777 
[1] "1Q LOSS MUTATION ANALYSIS"
[1] 3
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               51               956 
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               51               956 
[1] "2P LOSS MUTATION ANALYSIS"
[1] 3
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
              170               837 
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
              170               837 
[1] "2Q LOSS MUTATION ANALYSIS"
[1] 3
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
              192               815 
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
              192               815 
[1] "3P LOSS MUTATION ANALYSIS"
[1] 3
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
              171               836 
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
              171               836 
[1] "3Q LOSS MUTATION ANALYSIS"
[1] 3
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               94               913 
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               94               913 
[1] "4P LOSS MUTATION ANALYSIS"
[1] 3
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
              330               677 
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
              330               677 
[1] "4Q LOSS MUTATION ANALYSIS"
[1] 3
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
              294               713 
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
              294               713 
[1] "5P LOSS MUTATION ANALYSIS"
[1] 3
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
              132               875 
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
              132               875 
[1] "5Q LOSS MUTATION ANALYSIS"
[1] 3
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
              215               792 
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
              215               792 
[1] "6P LOSS MUTATION ANALYSIS"
[1] 3
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
              173               834 
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
              173               834 
[1] "6Q LOSS MUTATION ANALYSIS"
[1] 3
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
              255               752 
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
              255               752 
[1] "7P LOSS MUTATION ANALYSIS"
[1] 3
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
              105               902 
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
              105               902 
[1] "7Q LOSS MUTATION ANALYSIS"
[1] 3
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
              113               894 
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
              113               894 
[1] "8P LOSS MUTATION ANALYSIS"
[1] 3
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
              371               636 
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
              371               636 
[1] "8Q LOSS MUTATION ANALYSIS"
[1] 3
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               86               921 
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               86               921 
[1] "9P LOSS MUTATION ANALYSIS"
[1] 3
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
              297               710 
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
              297               710 
[1] "9Q LOSS MUTATION ANALYSIS"
[1] 3
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
              269               738 
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
              269               738 
[1] "10P LOSS MUTATION ANALYSIS"
[1] 3
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
               162                845 
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
               162                845 
[1] "10Q LOSS MUTATION ANALYSIS"
[1] 3
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
               214                793 
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
               214                793 
[1] "11P LOSS MUTATION ANALYSIS"
[1] 3
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
               259                748 
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
               259                748 
[1] "11Q LOSS MUTATION ANALYSIS"
[1] 3
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
               350                657 
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
               350                657 
[1] "12P LOSS MUTATION ANALYSIS"
[1] 3
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
               144                863 
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
               144                863 
[1] "12Q LOSS MUTATION ANALYSIS"
[1] 3
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
               124                883 
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
               124                883 
[1] "13Q LOSS MUTATION ANALYSIS"
[1] 3
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
               408                599 
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
               408                599 
[1] "14Q LOSS MUTATION ANALYSIS"
[1] 3
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
               240                767 
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
               240                767 
[1] "15Q LOSS MUTATION ANALYSIS"
[1] 3
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
               302                705 
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
               302                705 
[1] "16P LOSS MUTATION ANALYSIS"
[1] 3
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
               156                851 
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
               156                851 
[1] "16Q LOSS MUTATION ANALYSIS"
[1] 3
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
               561                446 
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
               561                446 
[1] "17P LOSS MUTATION ANALYSIS"
[1] 3
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
               540                467 
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
               540                467 
[1] "17Q LOSS MUTATION ANALYSIS"
[1] 3
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
               255                752 
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
               255                752 
[1] "18P LOSS MUTATION ANALYSIS"
[1] 3
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
               302                705 
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
               302                705 
[1] "18Q LOSS MUTATION ANALYSIS"
[1] 3
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
               303                704 
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
               303                704 
[1] "19P LOSS MUTATION ANALYSIS"
[1] 3
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
               179                828 
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
               179                828 
[1] "19Q LOSS MUTATION ANALYSIS"
[1] 3
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
               152                855 
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
               152                855 
[1] "20P LOSS MUTATION ANALYSIS"
[1] 3
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                88                919 
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                88                919 
[1] "20Q LOSS MUTATION ANALYSIS"
[1] 3
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                51                956 
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                51                956 
[1] "21Q LOSS MUTATION ANALYSIS"
[1] 3
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
               166                841 
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
               166                841 
[1] "22Q LOSS MUTATION ANALYSIS"
[1] 3
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
               454                553 
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
               454                553 
[1] "XQ LOSS MUTATION ANALYSIS"
[1] 3
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
              168               839 
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
              168               839 
[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 1007 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=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 9:'MIRSEQ_CNMF':	nDistinctValues=3,	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 1007 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=3, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = 1P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 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     50     33
  1P GAIN WILD-TYPE    107     75    233
D1V2, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              15               107
  CLUS_2              50                75
  CLUS_3              33               233
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P GAIN MUTATED       44     38      9     92      8
  1P GAIN WILD-TYPE    327    220     88    144     37
D1V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1P GAIN MUTATED       44     15     16     23      5     29
  1P GAIN WILD-TYPE     72    140     92    116     50     83
D1V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       50     19     12
  1P GAIN WILD-TYPE     97    114    105
D1V5, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              50                97
  CLUS_2              19               114
  CLUS_3              12               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       31      9     41
  1P GAIN WILD-TYPE    130    101     85
D1V6, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              31               130
  CLUS_2               9               101
  CLUS_3              41                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED      104     21     65
  1P GAIN WILD-TYPE    169    165    477
D1V7, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1             104               169
  CLUS_2              21               165
  CLUS_3              65               477
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       90     61     39
  1P GAIN WILD-TYPE    143    378    290
D1V8, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              90               143
  CLUS_2              61               378
  CLUS_3              39               290
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       50     39     95
  1P GAIN WILD-TYPE    348    248    197
D1V9, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              50               348
  CLUS_2              39               248
  CLUS_3              95               197
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       94     47     43
  1P GAIN WILD-TYPE    158    252    383
D1V10, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              94               158
  CLUS_2              47               252
  CLUS_3              43               383
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       34     24     68
  1P GAIN WILD-TYPE    216    195    130
D1V11, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              34               216
  CLUS_2              24               195
  CLUS_3              68               130
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       54     19     53
  1P GAIN WILD-TYPE     91    158    292
D1V12, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              54                91
  CLUS_2              19               158
  CLUS_3              53               292

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     19     58     66     86     50     12     28
  1Q GAIN WILD-TYPE      7     17     61     30     23     22      8     12
D2V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       77     82    174
  1Q GAIN WILD-TYPE     45     43     92
D2V2, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              77                45
  CLUS_2              82                43
  CLUS_3             174                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q GAIN MUTATED      218    167     92    151     27
  1Q GAIN WILD-TYPE    153     91      5     85     18
D2V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q GAIN MUTATED       76    125     81     73     30     60
  1Q GAIN WILD-TYPE     40     30     27     66     25     52
D2V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       96     88     72
  1Q GAIN WILD-TYPE     51     45     45
D2V5, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              96                51
  CLUS_2              88                45
  CLUS_3              72                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED      110     66     80
  1Q GAIN WILD-TYPE     51     44     46
D2V6, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1             110                51
  CLUS_2              66                44
  CLUS_3              80                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED      179    122    351
  1Q GAIN WILD-TYPE     94     64    191
D2V7, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1             179                94
  CLUS_2             122                64
  CLUS_3             351               191
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED      148    288    216
  1Q GAIN WILD-TYPE     85    151    113
D2V8, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1             148                85
  CLUS_2             288               151
  CLUS_3             216               113
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED      255    194    185
  1Q GAIN WILD-TYPE    143     93    107
D2V9, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1             255               143
  CLUS_2             194                93
  CLUS_3             185               107
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED      168    169    297
  1Q GAIN WILD-TYPE     84    130    129
D2V10, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1             168                84
  CLUS_2             169               130
  CLUS_3             297               129
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED      159    146    129
  1Q GAIN WILD-TYPE     91     73     69
D2V11, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1             159                91
  CLUS_2             146                73
  CLUS_3             129                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       93    121    220
  1Q GAIN WILD-TYPE     52     56    125
D2V12, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              93                52
  CLUS_2             121                56
  CLUS_3             220               125

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     30      1     20      1      0
  2P GAIN WILD-TYPE     20     35    113     66    108     52     19     40
D3V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        1     40     19
  2P GAIN WILD-TYPE    121     85    247
D3V2, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               1               121
  CLUS_2              40                85
  CLUS_3              19               247
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P GAIN MUTATED       15     21      8     65      4
  2P GAIN WILD-TYPE    356    237     89    171     41
D3V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P GAIN MUTATED       36      2      8     13      3     11
  2P GAIN WILD-TYPE     80    153    100    126     52    101
D3V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       39      2      9
  2P GAIN WILD-TYPE    108    131    108
D3V5, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              39               108
  CLUS_2               2               131
  CLUS_3               9               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        9      4     37
  2P GAIN WILD-TYPE    152    106     89
D3V6, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               9               152
  CLUS_2               4               106
  CLUS_3              37                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       83      1     28
  2P GAIN WILD-TYPE    190    185    514
D3V7, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              83               190
  CLUS_2               1               185
  CLUS_3              28               514
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       74     33      5
  2P GAIN WILD-TYPE    159    406    324
D3V8, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              74               159
  CLUS_2              33               406
  CLUS_3               5               324
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       22      7     79
  2P GAIN WILD-TYPE    376    280    213
D3V9, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              22               376
  CLUS_2               7               280
  CLUS_3              79               213
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       72     24     12
  2P GAIN WILD-TYPE    180    275    414
D3V10, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              72               180
  CLUS_2              24               275
  CLUS_3              12               414
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       10      5     62
  2P GAIN WILD-TYPE    240    214    136
D3V11, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              10               240
  CLUS_2               5               214
  CLUS_3              62               136
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       45      9     23
  2P GAIN WILD-TYPE    100    168    322
D3V12, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              45               100
  CLUS_2               9               168
  CLUS_3              23               322

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     17      1     14      0      0
  2Q GAIN WILD-TYPE     20     35    114     79    108     58     20     40
D4V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        1     24     14
  2Q GAIN WILD-TYPE    121    101    252
D4V2, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               1               121
  CLUS_2              24               101
  CLUS_3              14               252
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q GAIN MUTATED       10     13      7     39      1
  2Q GAIN WILD-TYPE    361    245     90    197     44
D4V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q GAIN MUTATED       21      2      7      5      1      4
  2Q GAIN WILD-TYPE     95    153    101    134     54    108
D4V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       25      2      4
  2Q GAIN WILD-TYPE    122    131    113
D4V5, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              25               122
  CLUS_2               2               131
  CLUS_3               4               113
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        6      3     22
  2Q GAIN WILD-TYPE    155    107    104
D4V6, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               6               155
  CLUS_2               3               107
  CLUS_3              22               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       48      1     20
  2Q GAIN WILD-TYPE    225    185    522
D4V7, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              48               225
  CLUS_2               1               185
  CLUS_3              20               522
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       43     22      4
  2Q GAIN WILD-TYPE    190    417    325
D4V8, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              43               190
  CLUS_2              22               417
  CLUS_3               4               325
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       15      5     46
  2Q GAIN WILD-TYPE    383    282    246
D4V9, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              15               383
  CLUS_2               5               282
  CLUS_3              46               246
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       41     15     10
  2Q GAIN WILD-TYPE    211    284    416
D4V10, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              41               211
  CLUS_2              15               284
  CLUS_3              10               416
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        7      4     40
  2Q GAIN WILD-TYPE    243    215    158
D4V11, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               7               243
  CLUS_2               4               215
  CLUS_3              40               158
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       28      7     16
  2Q GAIN WILD-TYPE    117    170    329
D4V12, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              28               117
  CLUS_2               7               170
  CLUS_3              16               329

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     13      6      0
  3P GAIN WILD-TYPE     17     30     96     77     93     59     14     40
D5V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        8     25     54
  3P GAIN WILD-TYPE    114    100    212
D5V2, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               8               114
  CLUS_2              25               100
  CLUS_3              54               212
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P GAIN MUTATED       13     48     21     44     11
  3P GAIN WILD-TYPE    358    210     76    192     34
D5V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P GAIN MUTATED       28      9     13     18      3      7
  3P GAIN WILD-TYPE     88    146     95    121     52    105
D5V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       28     24     15
  3P GAIN WILD-TYPE    119    109    102
D5V5, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              28               119
  CLUS_2              24               109
  CLUS_3              15               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       32     13     22
  3P GAIN WILD-TYPE    129     97    104
D5V6, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              32               129
  CLUS_2              13                97
  CLUS_3              22               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       49      8     79
  3P GAIN WILD-TYPE    224    178    463
D5V7, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              49               224
  CLUS_2               8               178
  CLUS_3              79               463
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       45     72     19
  3P GAIN WILD-TYPE    188    367    310
D5V8, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              45               188
  CLUS_2              72               367
  CLUS_3              19               310
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       50     23     58
  3P GAIN WILD-TYPE    348    264    234
D5V9, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              50               348
  CLUS_2              23               264
  CLUS_3              58               234
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       51     42     38
  3P GAIN WILD-TYPE    201    257    388
D5V10, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              51               201
  CLUS_2              42               257
  CLUS_3              38               388
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       27     17     38
  3P GAIN WILD-TYPE    223    202    160
D5V11, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              27               223
  CLUS_2              17               202
  CLUS_3              38               160
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       30     14     38
  3P GAIN WILD-TYPE    115    163    307
D5V12, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              30               115
  CLUS_2              14               163
  CLUS_3              38               307

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     30     32     16     18      7      1
  3Q GAIN WILD-TYPE     19     29     89     64     93     54     13     39
D6V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        9     39     65
  3Q GAIN WILD-TYPE    113     86    201
D6V2, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               9               113
  CLUS_2              39                86
  CLUS_3              65               201
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q GAIN MUTATED       21     63     25     82     11
  3Q GAIN WILD-TYPE    350    195     72    154     34
D6V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q GAIN MUTATED       45     10     20     26      7     11
  3Q GAIN WILD-TYPE     71    145     88    113     48    101
D6V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       45     28     18
  3Q GAIN WILD-TYPE    102    105     99
D6V5, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              45               102
  CLUS_2              28               105
  CLUS_3              18                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       38     18     35
  3Q GAIN WILD-TYPE    123     92     91
D6V6, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              38               123
  CLUS_2              18                92
  CLUS_3              35                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       87     11    103
  3Q GAIN WILD-TYPE    186    175    439
D6V7, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              87               186
  CLUS_2              11               175
  CLUS_3             103               439
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       78     94     29
  3Q GAIN WILD-TYPE    155    345    300
D6V8, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              78               155
  CLUS_2              94               345
  CLUS_3              29               300
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       66     29    100
  3Q GAIN WILD-TYPE    332    258    192
D6V9, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              66               332
  CLUS_2              29               258
  CLUS_3             100               192
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       86     59     50
  3Q GAIN WILD-TYPE    166    240    376
D6V10, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              86               166
  CLUS_2              59               240
  CLUS_3              50               376
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       34     24     70
  3Q GAIN WILD-TYPE    216    195    128
D6V11, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              34               216
  CLUS_2              24               195
  CLUS_3              70               128
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       58     21     49
  3Q GAIN WILD-TYPE     87    156    296
D6V12, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              58                87
  CLUS_2              21               156
  CLUS_3              49               296

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      1     21      3      3      4      0      2
  4P GAIN WILD-TYPE     20     35     98     93    106     68     20     38
D7V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        3      4     28
  4P GAIN WILD-TYPE    119    121    238
D7V2, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               3               119
  CLUS_2               4               121
  CLUS_3              28               238
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P GAIN MUTATED        6     46      3     14      4
  4P GAIN WILD-TYPE    365    212     94    222     41
D7V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P GAIN MUTATED        7      6      9     22      3      3
  4P GAIN WILD-TYPE    109    149     99    117     52    109
D7V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        8     12      7
  4P GAIN WILD-TYPE    139    121    110
D7V5, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               8               139
  CLUS_2              12               121
  CLUS_3               7               110
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       15      7      5
  4P GAIN WILD-TYPE    146    103    121
D7V6, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              15               146
  CLUS_2               7               103
  CLUS_3               5               121
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       16      6     50
  4P GAIN WILD-TYPE    257    180    492
D7V7, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              16               257
  CLUS_2               6               180
  CLUS_3              50               492
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       12     47     13
  4P GAIN WILD-TYPE    221    392    316
D7V8, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              12               221
  CLUS_2              47               392
  CLUS_3              13               316
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       34     15     21
  4P GAIN WILD-TYPE    364    272    271
D7V9, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              34               364
  CLUS_2              15               272
  CLUS_3              21               271
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       20     34     16
  4P GAIN WILD-TYPE    232    265    410
D7V10, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              20               232
  CLUS_2              34               265
  CLUS_3              16               410
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       20     13     13
  4P GAIN WILD-TYPE    230    206    185
D7V11, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              20               230
  CLUS_2              13               206
  CLUS_3              13               185
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        8      8     30
  4P GAIN WILD-TYPE    137    169    315
D7V12, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               8               137
  CLUS_2               8               169
  CLUS_3              30               315

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      1     22      2      3      2      0      2
  4Q GAIN WILD-TYPE     20     35     97     94    106     70     20     38
D8V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        3      3     27
  4Q GAIN WILD-TYPE    119    122    239
D8V2, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               3               119
  CLUS_2               3               122
  CLUS_3              27               239
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q GAIN MUTATED        6     42      2     12      6
  4Q GAIN WILD-TYPE    365    216     95    224     39
D8V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q GAIN MUTATED        8      5      7     19      3      2
  4Q GAIN WILD-TYPE    108    150    101    120     52    110
D8V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        6     14      7
  4Q GAIN WILD-TYPE    141    119    110
D8V5, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               6               141
  CLUS_2              14               119
  CLUS_3               7               110
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       17      7      3
  4Q GAIN WILD-TYPE    144    103    123
D8V6, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              17               144
  CLUS_2               7               103
  CLUS_3               3               123
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       14      6     47
  4Q GAIN WILD-TYPE    259    180    495
D8V7, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              14               259
  CLUS_2               6               180
  CLUS_3              47               495
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       11     43     13
  4Q GAIN WILD-TYPE    222    396    316
D8V8, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              11               222
  CLUS_2              43               396
  CLUS_3              13               316
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       31     14     21
  4Q GAIN WILD-TYPE    367    273    271
D8V9, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              31               367
  CLUS_2              14               273
  CLUS_3              21               271
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       18     32     16
  4Q GAIN WILD-TYPE    234    267    410
D8V10, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              18               234
  CLUS_2              32               267
  CLUS_3              16               410
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       19     12     13
  4Q GAIN WILD-TYPE    231    207    185
D8V11, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              19               231
  CLUS_2              12               207
  CLUS_3              13               185
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        8      7     29
  4Q GAIN WILD-TYPE    137    170    316
D8V12, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               8               137
  CLUS_2               7               170
  CLUS_3              29               316

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     13     33     21     31     28     12      8
  5P GAIN WILD-TYPE     16     23     86     75     78     44      8     32
D9V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       38     35     78
  5P GAIN WILD-TYPE     84     90    188
D9V2, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              38                84
  CLUS_2              35                90
  CLUS_3              78               188
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P GAIN MUTATED       52    107     51     67     14
  5P GAIN WILD-TYPE    319    151     46    169     31
D9V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P GAIN MUTATED       36     40     41     41     12     23
  5P GAIN WILD-TYPE     80    115     67     98     43     89
D9V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       40     42     37
  5P GAIN WILD-TYPE    107     91     80
D9V5, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              40               107
  CLUS_2              42                91
  CLUS_3              37                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       55     34     30
  5P GAIN WILD-TYPE    106     76     96
D9V6, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              55               106
  CLUS_2              34                76
  CLUS_3              30                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       80     50    158
  5P GAIN WILD-TYPE    193    136    384
D9V7, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              80               193
  CLUS_2              50               136
  CLUS_3             158               384
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       65    142     81
  5P GAIN WILD-TYPE    168    297    248
D9V8, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              65               168
  CLUS_2             142               297
  CLUS_3              81               248
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED      123     75     83
  5P GAIN WILD-TYPE    275    212    209
D9V9, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1             123               275
  CLUS_2              75               212
  CLUS_3              83               209
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       78     84    119
  5P GAIN WILD-TYPE    174    215    307
D9V10, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              78               174
  CLUS_2              84               215
  CLUS_3             119               307
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       80     49     62
  5P GAIN WILD-TYPE    170    170    136
D9V11, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              80               170
  CLUS_2              49               170
  CLUS_3              62               136
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       42     43    106
  5P GAIN WILD-TYPE    103    134    239
D9V12, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              42               103
  CLUS_2              43               134
  CLUS_3             106               239

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     16      6      4
  5Q GAIN WILD-TYPE     16     27     95     89     80     56     14     36
D10V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       27     13     60
  5Q GAIN WILD-TYPE     95    112    206
D10V2, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              27                95
  CLUS_2              13               112
  CLUS_3              60               206
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q GAIN MUTATED       42     81     48     15     10
  5Q GAIN WILD-TYPE    329    177     49    221     35
D10V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q GAIN MUTATED       11     37     30     34      7     14
  5Q GAIN WILD-TYPE    105    118     78    105     48     98
D10V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       16     37     27
  5Q GAIN WILD-TYPE    131     96     90
D10V5, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              16               131
  CLUS_2              37                96
  CLUS_3              27                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       42     26     12
  5Q GAIN WILD-TYPE    119     84    114
D10V6, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              42               119
  CLUS_2              26                84
  CLUS_3              12               114
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       30     40    124
  5Q GAIN WILD-TYPE    243    146    418
D10V7, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              30               243
  CLUS_2              40               146
  CLUS_3             124               418
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       20    109     65
  5Q GAIN WILD-TYPE    213    330    264
D10V8, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              20               213
  CLUS_2             109               330
  CLUS_3              65               264
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       93     62     34
  5Q GAIN WILD-TYPE    305    225    258
D10V9, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              93               305
  CLUS_2              62               225
  CLUS_3              34               258
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       31     61     97
  5Q GAIN WILD-TYPE    221    238    329
D10V10, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              31               221
  CLUS_2              61               238
  CLUS_3              97               329
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       63     42     24
  5Q GAIN WILD-TYPE    187    177    174
D10V11, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              63               187
  CLUS_2              42               177
  CLUS_3              24               174
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       14     33     82
  5Q GAIN WILD-TYPE    131    144    263
D10V12, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              14               131
  CLUS_2              33               144
  CLUS_3              82               263

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     41     48
  6P GAIN WILD-TYPE    112     84    218
D11V2, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              10               112
  CLUS_2              41                84
  CLUS_3              48               218
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P GAIN MUTATED       15     41     23    107     11
  6P GAIN WILD-TYPE    356    217     74    129     34
D11V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P GAIN MUTATED       54     10     25     29      2     11
  6P GAIN WILD-TYPE     62    145     83    110     53    101
D11V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       46     19     13
  6P GAIN WILD-TYPE    101    114    104
D11V5, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              46               101
  CLUS_2              19               114
  CLUS_3              13               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       26     15     37
  6P GAIN WILD-TYPE    135     95     89
D11V6, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              26               135
  CLUS_2              15                95
  CLUS_3              37                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED      100      9     86
  6P GAIN WILD-TYPE    173    177    456
D11V7, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1             100               173
  CLUS_2               9               177
  CLUS_3              86               456
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       90     82     23
  6P GAIN WILD-TYPE    143    357    306
D11V8, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              90               143
  CLUS_2              82               357
  CLUS_3              23               306
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       59     22    105
  6P GAIN WILD-TYPE    339    265    187
D11V9, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              59               339
  CLUS_2              22               265
  CLUS_3             105               187
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       98     53     35
  6P GAIN WILD-TYPE    154    246    391
D11V10, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              98               154
  CLUS_2              53               246
  CLUS_3              35               391
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       30     19     76
  6P GAIN WILD-TYPE    220    200    122
D11V11, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              30               220
  CLUS_2              19               200
  CLUS_3              76               122
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       57     20     48
  6P GAIN WILD-TYPE     88    157    297
D11V12, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              57                88
  CLUS_2              20               157
  CLUS_3              48               297

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     33     32
  6Q GAIN WILD-TYPE    115     92    234
D12V2, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               7               115
  CLUS_2              33                92
  CLUS_3              32               234
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q GAIN MUTATED        9     22     16     88      6
  6Q GAIN WILD-TYPE    362    236     81    148     39
D12V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q GAIN MUTATED       38      5     16     17      2     11
  6Q GAIN WILD-TYPE     78    150     92    122     53    101
D12V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       39     10      9
  6Q GAIN WILD-TYPE    108    123    108
D12V5, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              39               108
  CLUS_2              10               123
  CLUS_3               9               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       17     11     30
  6Q GAIN WILD-TYPE    144     99     96
D12V6, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              17               144
  CLUS_2              11                99
  CLUS_3              30                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       77      7     55
  6Q GAIN WILD-TYPE    196    179    487
D12V7, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              77               196
  CLUS_2               7               179
  CLUS_3              55               487
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       67     54     18
  6Q GAIN WILD-TYPE    166    385    311
D12V8, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              67               166
  CLUS_2              54               385
  CLUS_3              18               311
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       36     15     84
  6Q GAIN WILD-TYPE    362    272    208
D12V9, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              36               362
  CLUS_2              15               272
  CLUS_3              84               208
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       75     35     25
  6Q GAIN WILD-TYPE    177    264    401
D12V10, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              75               177
  CLUS_2              35               264
  CLUS_3              25               401
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       23     12     62
  6Q GAIN WILD-TYPE    227    207    136
D12V11, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              23               227
  CLUS_2              12               207
  CLUS_3              62               136
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       48     14     35
  6Q GAIN WILD-TYPE     97    163    310
D12V12, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              48                97
  CLUS_2              14               163
  CLUS_3              35               310

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     26     36     34     30      4      5
  7P GAIN WILD-TYPE     18     27     93     60     75     42     16     35
D13V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       32     45     70
  7P GAIN WILD-TYPE     90     80    196
D13V2, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              32                90
  CLUS_2              45                80
  CLUS_3              70               196
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P GAIN MUTATED       70     74     49     84     13
  7P GAIN WILD-TYPE    301    184     48    152     32
D13V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P GAIN MUTATED       46     36     36     42     13     22
  7P GAIN WILD-TYPE     70    119     72     97     42     90
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       41     32     45
  7P GAIN WILD-TYPE    120     78     81
D13V6, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              41               120
  CLUS_2              32                78
  CLUS_3              45                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       98     40    149
  7P GAIN WILD-TYPE    175    146    393
D13V7, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              98               175
  CLUS_2              40               146
  CLUS_3             149               393
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       87    132     68
  7P GAIN WILD-TYPE    146    307    261
D13V8, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              87               146
  CLUS_2             132               307
  CLUS_3              68               261
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED      106     75     96
  7P GAIN WILD-TYPE    292    212    196
D13V9, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1             106               292
  CLUS_2              75               212
  CLUS_3              96               196
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       86     76    115
  7P GAIN WILD-TYPE    166    223    311
D13V10, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              86               166
  CLUS_2              76               223
  CLUS_3             115               311
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       70     59     68
  7P GAIN WILD-TYPE    180    160    130
D13V11, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              70               180
  CLUS_2              59               160
  CLUS_3              68               130
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       48     52     97
  7P GAIN WILD-TYPE     97    125    248
D13V12, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              48                97
  CLUS_2              52               125
  CLUS_3              97               248

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     22      3      3
  7Q GAIN WILD-TYPE     19     29     98     61     79     50     17     37
D14V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       23     42     58
  7Q GAIN WILD-TYPE     99     83    208
D14V2, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              23                99
  CLUS_2              42                83
  CLUS_3              58               208
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q GAIN MUTATED       59     58     43     76     11
  7Q GAIN WILD-TYPE    312    200     54    160     34
D14V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q GAIN MUTATED       46     30     27     33      9     19
  7Q GAIN WILD-TYPE     70    125     81    106     46     93
D14V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       44     31     20
  7Q GAIN WILD-TYPE    103    102     97
D14V5, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              44               103
  CLUS_2              31               102
  CLUS_3              20                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       37     20     38
  7Q GAIN WILD-TYPE    124     90     88
D14V6, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              37               124
  CLUS_2              20                90
  CLUS_3              38                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       93     34    117
  7Q GAIN WILD-TYPE    180    152    425
D14V7, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              93               180
  CLUS_2              34               152
  CLUS_3             117               425
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       86    106     52
  7Q GAIN WILD-TYPE    147    333    277
D14V8, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              86               147
  CLUS_2             106               333
  CLUS_3              52               277
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       77     68     90
  7Q GAIN WILD-TYPE    321    219    202
D14V9, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              77               321
  CLUS_2              68               219
  CLUS_3              90               202
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       86     50     99
  7Q GAIN WILD-TYPE    166    249    327
D14V10, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              86               166
  CLUS_2              50               249
  CLUS_3              99               327
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       52     56     63
  7Q GAIN WILD-TYPE    198    163    135
D14V11, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              52               198
  CLUS_2              56               163
  CLUS_3              63               135
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       52     47     72
  7Q GAIN WILD-TYPE     93    130    273
D14V12, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              52                93
  CLUS_2              47               130
  CLUS_3              72               273

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        7      7     38     28     30     19      4      4
  8P GAIN WILD-TYPE     14     29     81     68     79     53     16     36
D15V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       25     35     77
  8P GAIN WILD-TYPE     97     90    189
D15V2, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              25                97
  CLUS_2              35                90
  CLUS_3              77               189
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P GAIN MUTATED       71     68     39     67     25
  8P GAIN WILD-TYPE    300    190     58    169     20
D15V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P GAIN MUTATED       44     27     32     38     15     23
  8P GAIN WILD-TYPE     72    128     76    101     40     89
D15V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       38     38     27
  8P GAIN WILD-TYPE    109     95     90
D15V5, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              38               109
  CLUS_2              38                95
  CLUS_3              27                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       45     22     36
  8P GAIN WILD-TYPE    116     88     90
D15V6, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              45               116
  CLUS_2              22                88
  CLUS_3              36                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       83     37    147
  8P GAIN WILD-TYPE    190    149    395
D15V7, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              83               190
  CLUS_2              37               149
  CLUS_3             147               395
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       72    130     65
  8P GAIN WILD-TYPE    161    309    264
D15V8, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              72               161
  CLUS_2             130               309
  CLUS_3              65               264
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       99     70     90
  8P GAIN WILD-TYPE    299    217    202
D15V9, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              99               299
  CLUS_2              70               217
  CLUS_3              90               202
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       82     71    106
  8P GAIN WILD-TYPE    170    228    320
D15V10, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              82               170
  CLUS_2              71               228
  CLUS_3             106               320
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       59     47     69
  8P GAIN WILD-TYPE    191    172    129
D15V11, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              59               191
  CLUS_2              47               172
  CLUS_3              69               129
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       49     43     83
  8P GAIN WILD-TYPE     96    134    262
D15V12, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              49                96
  CLUS_2              43               134
  CLUS_3              83               262

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     13     73     62     44     35     15     14
  8Q GAIN WILD-TYPE      7     23     46     34     65     37      5     26
D16V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       50     74    146
  8Q GAIN WILD-TYPE     72     51    120
D16V2, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              50                72
  CLUS_2              74                51
  CLUS_3             146               120
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q GAIN MUTATED      112    153     42    150     38
  8Q GAIN WILD-TYPE    259    105     55     86      7
D16V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q GAIN MUTATED       80     38     52     83     19     48
  8Q GAIN WILD-TYPE     36    117     56     56     36     64
D16V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       81     59     65
  8Q GAIN WILD-TYPE     66     74     52
D16V5, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              81                66
  CLUS_2              59                74
  CLUS_3              65                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       80     54     71
  8Q GAIN WILD-TYPE     81     56     55
D16V6, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              80                81
  CLUS_2              54                56
  CLUS_3              71                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED      162     63    266
  8Q GAIN WILD-TYPE    111    123    276
D16V7, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1             162               111
  CLUS_2              63               123
  CLUS_3             266               276
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED      143    230    118
  8Q GAIN WILD-TYPE     90    209    211
D16V8, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1             143                90
  CLUS_2             230               209
  CLUS_3             118               211
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED      196     99    184
  8Q GAIN WILD-TYPE    202    188    108
D16V9, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1             196               202
  CLUS_2              99               188
  CLUS_3             184               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED      163    153    163
  8Q GAIN WILD-TYPE     89    146    263
D16V10, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1             163                89
  CLUS_2             153               146
  CLUS_3             163               263
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED      115     70    130
  8Q GAIN WILD-TYPE    135    149     68
D16V11, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1             115               135
  CLUS_2              70               149
  CLUS_3             130                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       96     62    157
  8Q GAIN WILD-TYPE     49    115    188
D16V12, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              96                49
  CLUS_2              62               115
  CLUS_3             157               188

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     33     14      9      0      5
  9P GAIN WILD-TYPE     20     34    116     63     95     63     20     35
D17V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       11     36     20
  9P GAIN WILD-TYPE    111     89    246
D17V2, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              11               111
  CLUS_2              36                89
  CLUS_3              20               246
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P GAIN MUTATED       22     13     30     57      8
  9P GAIN WILD-TYPE    349    245     67    179     37
D17V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P GAIN MUTATED       32     17     10     12      2     11
  9P GAIN WILD-TYPE     84    138     98    127     53    101
D17V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       30     12     11
  9P GAIN WILD-TYPE    117    121    106
D17V5, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              30               117
  CLUS_2              12               121
  CLUS_3              11               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       10     10     33
  9P GAIN WILD-TYPE    151    100     93
D17V6, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              10               151
  CLUS_2              10               100
  CLUS_3              33                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       65     16     49
  9P GAIN WILD-TYPE    208    170    493
D17V7, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              65               208
  CLUS_2              16               170
  CLUS_3              49               493
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       60     43     27
  9P GAIN WILD-TYPE    173    396    302
D17V8, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              60               173
  CLUS_2              43               396
  CLUS_3              27               302
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       37     26     62
  9P GAIN WILD-TYPE    361    261    230
D17V9, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              37               361
  CLUS_2              26               261
  CLUS_3              62               230
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       59     20     46
  9P GAIN WILD-TYPE    193    279    380
D17V10, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              59               193
  CLUS_2              20               279
  CLUS_3              46               380
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       31     17     41
  9P GAIN WILD-TYPE    219    202    157
D17V11, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              31               219
  CLUS_2              17               202
  CLUS_3              41               157
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       34     14     41
  9P GAIN WILD-TYPE    111    163    304
D17V12, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              34               111
  CLUS_2              14               163
  CLUS_3              41               304

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      5
  9Q GAIN WILD-TYPE     20     33    113     80     94     64     19     35
D18V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       12     19     24
  9Q GAIN WILD-TYPE    110    106    242
D18V2, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              12               110
  CLUS_2              19               106
  CLUS_3              24               242
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q GAIN MUTATED       23     17     30     37      5
  9Q GAIN WILD-TYPE    348    241     67    199     40
D18V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q GAIN MUTATED       20     19     13     12      3      8
  9Q GAIN WILD-TYPE     96    136     95    127     52    104
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
  9Q GAIN MUTATED       43     14     55
  9Q GAIN WILD-TYPE    230    172    487
D18V7, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              43               230
  CLUS_2              14               172
  CLUS_3              55               487
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       36     50     26
  9Q GAIN WILD-TYPE    197    389    303
D18V8, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              36               197
  CLUS_2              50               389
  CLUS_3              26               303
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       45     24     40
  9Q GAIN WILD-TYPE    353    263    252
D18V9, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              45               353
  CLUS_2              24               263
  CLUS_3              40               252
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       36     29     44
  9Q GAIN WILD-TYPE    216    270    382
D18V10, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              36               216
  CLUS_2              29               270
  CLUS_3              44               382
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       33     16     31
  9Q GAIN WILD-TYPE    217    203    167
D18V11, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              33               217
  CLUS_2              16               203
  CLUS_3              31               167
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       21     13     46
  9Q GAIN WILD-TYPE    124    164    299
D18V12, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              21               124
  CLUS_2              13               164
  CLUS_3              46               299

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     41     11     26      6      4
  10P GAIN WILD-TYPE     19     32    102     55     98     46     14     36
D19V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       16     51     44
  10P GAIN WILD-TYPE    106     74    222
D19V2, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               16                106
  CLUS_2               51                 74
  CLUS_3               44                222
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P GAIN MUTATED       22     47     18    102      8
  10P GAIN WILD-TYPE    349    211     79    134     37
D19V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P GAIN MUTATED       52      9     19     25      3     18
  10P GAIN WILD-TYPE     64    146     89    114     52     94
D19V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       51     17     20
  10P GAIN WILD-TYPE     96    116     97
D19V5, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               51                 96
  CLUS_2               17                116
  CLUS_3               20                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       23     19     46
  10P GAIN WILD-TYPE    138     91     80
D19V6, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               23                138
  CLUS_2               19                 91
  CLUS_3               46                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED      102     15     80
  10P GAIN WILD-TYPE    171    171    462
D19V7, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1              102                171
  CLUS_2               15                171
  CLUS_3               80                462
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       92     72     33
  10P GAIN WILD-TYPE    141    367    296
D19V8, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               92                141
  CLUS_2               72                367
  CLUS_3               33                296
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       59     28    104
  10P GAIN WILD-TYPE    339    259    188
D19V9, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               59                339
  CLUS_2               28                259
  CLUS_3              104                188
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       98     47     46
  10P GAIN WILD-TYPE    154    252    380
D19V10, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               98                154
  CLUS_2               47                252
  CLUS_3               46                380
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       33     20     72
  10P GAIN WILD-TYPE    217    199    126
D19V11, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               33                217
  CLUS_2               20                199
  CLUS_3               72                126
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       56     18     51
  10P GAIN WILD-TYPE     89    159    294
D19V12, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               56                 89
  CLUS_2               18                159
  CLUS_3               51                294

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     18      9     15      5      3
  10Q GAIN WILD-TYPE     19     33    106     78    100     57     15     37
D20V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       11     25     32
  10Q GAIN WILD-TYPE    111    100    234
D20V2, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               11                111
  CLUS_2               25                100
  CLUS_3               32                234
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q GAIN MUTATED       16     28     16     48      5
  10Q GAIN WILD-TYPE    355    230     81    188     40
D20V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q GAIN MUTATED       19      6     13     15      2     10
  10Q GAIN WILD-TYPE     97    149     95    124     53    102
D20V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       29     13     14
  10Q GAIN WILD-TYPE    118    120    103
D20V5, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               29                118
  CLUS_2               13                120
  CLUS_3               14                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       18     12     26
  10Q GAIN WILD-TYPE    143     98    100
D20V6, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               18                143
  CLUS_2               12                 98
  CLUS_3               26                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       45     10     58
  10Q GAIN WILD-TYPE    228    176    484
D20V7, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               45                228
  CLUS_2               10                176
  CLUS_3               58                484
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       39     54     20
  10Q GAIN WILD-TYPE    194    385    309
D20V8, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               39                194
  CLUS_2               54                385
  CLUS_3               20                309
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       41     19     50
  10Q GAIN WILD-TYPE    357    268    242
D20V9, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               41                357
  CLUS_2               19                268
  CLUS_3               50                242
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       47     27     36
  10Q GAIN WILD-TYPE    205    272    390
D20V10, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               47                205
  CLUS_2               27                272
  CLUS_3               36                390
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       24     12     37
  10Q GAIN WILD-TYPE    226    207    161
D20V11, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               24                226
  CLUS_2               12                207
  CLUS_3               37                161
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       23     11     39
  10Q GAIN WILD-TYPE    122    166    306
D20V12, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               23                122
  CLUS_2               11                166
  CLUS_3               39                306

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     18     11     11      9      4      4
  11P GAIN WILD-TYPE     17     29    101     85     98     63     16     36
D21V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       15     16     37
  11P GAIN WILD-TYPE    107    109    229
D21V2, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               15                107
  CLUS_2               16                109
  CLUS_3               37                229
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P GAIN MUTATED       18     43     14     47      7
  11P GAIN WILD-TYPE    353    215     83    189     38
D21V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P GAIN MUTATED       22     18     10     25      2      8
  11P GAIN WILD-TYPE     94    137     98    114     53    104
D21V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       20     19     16
  11P GAIN WILD-TYPE    127    114    101
D21V5, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               20                127
  CLUS_2               19                114
  CLUS_3               16                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       23     18     14
  11P GAIN WILD-TYPE    138     92    112
D21V6, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               23                138
  CLUS_2               18                 92
  CLUS_3               14                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       47     14     68
  11P GAIN WILD-TYPE    226    172    474
D21V7, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               47                226
  CLUS_2               14                172
  CLUS_3               68                474
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       39     62     28
  11P GAIN WILD-TYPE    194    377    301
D21V8, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               39                194
  CLUS_2               62                377
  CLUS_3               28                301
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       57     20     49
  11P GAIN WILD-TYPE    341    267    243
D21V9, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               57                341
  CLUS_2               20                267
  CLUS_3               49                243
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       45     44     37
  11P GAIN WILD-TYPE    207    255    389
D21V10, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               45                207
  CLUS_2               44                255
  CLUS_3               37                389
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       40     13     32
  11P GAIN WILD-TYPE    210    206    166
D21V11, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               40                210
  CLUS_2               13                206
  CLUS_3               32                166
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       26      9     50
  11P GAIN WILD-TYPE    119    168    295
D21V12, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               26                119
  CLUS_2                9                168
  CLUS_3               50                295

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        3      5      9      8     10     10      3      0
  11Q GAIN WILD-TYPE     18     31    110     88     99     62     17     40
D22V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       11     13     24
  11Q GAIN WILD-TYPE    111    112    242
D22V2, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               11                111
  CLUS_2               13                112
  CLUS_3               24                242
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q GAIN MUTATED       11     19     10     43      7
  11Q GAIN WILD-TYPE    360    239     87    193     38
D22V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q GAIN MUTATED       21     11      6     13      2      6
  11Q GAIN WILD-TYPE     95    144    102    126     53    106
D22V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       15     12     11
  11Q GAIN WILD-TYPE    132    121    106
D22V5, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               15                132
  CLUS_2               12                121
  CLUS_3               11                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       13     13     12
  11Q GAIN WILD-TYPE    148     97    114
D22V6, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               13                148
  CLUS_2               13                 97
  CLUS_3               12                114
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       42     10     38
  11Q GAIN WILD-TYPE    231    176    504
D22V7, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               42                231
  CLUS_2               10                176
  CLUS_3               38                504
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       35     38     17
  11Q GAIN WILD-TYPE    198    401    312
D22V8, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               35                198
  CLUS_2               38                401
  CLUS_3               17                312
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       29     14     43
  11Q GAIN WILD-TYPE    369    273    249
D22V9, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               29                369
  CLUS_2               14                273
  CLUS_3               43                249
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       40     20     26
  11Q GAIN WILD-TYPE    212    279    400
D22V10, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               40                212
  CLUS_2               20                279
  CLUS_3               26                400
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       21      9     30
  11Q GAIN WILD-TYPE    229    210    168
D22V11, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               21                229
  CLUS_2                9                210
  CLUS_3               30                168
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       25      5     30
  11Q GAIN WILD-TYPE    120    172    315
D22V12, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               25                120
  CLUS_2                5                172
  CLUS_3               30                315

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     32     16     20      3      3
  12P GAIN WILD-TYPE     19     31     86     64     93     52     17     37
D23V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       13     38     63
  12P GAIN WILD-TYPE    109     87    203
D23V2, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               13                109
  CLUS_2               38                 87
  CLUS_3               63                203
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P GAIN MUTATED       17     82     28     78     11
  12P GAIN WILD-TYPE    354    176     69    158     34
D23V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P GAIN MUTATED       37     15     22     49      6     12
  12P GAIN WILD-TYPE     79    140     86     90     49    100
D23V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       41     32     19
  12P GAIN WILD-TYPE    106    101     98
D23V5, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               41                106
  CLUS_2               32                101
  CLUS_3               19                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       37     16     39
  12P GAIN WILD-TYPE    124     94     87
D23V6, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               37                124
  CLUS_2               16                 94
  CLUS_3               39                 87
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       78     15    123
  12P GAIN WILD-TYPE    195    171    419
D23V7, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               78                195
  CLUS_2               15                171
  CLUS_3              123                419
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       70    110     36
  12P GAIN WILD-TYPE    163    329    293
D23V8, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               70                163
  CLUS_2              110                329
  CLUS_3               36                293
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       75     43     88
  12P GAIN WILD-TYPE    323    244    204
D23V9, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               75                323
  CLUS_2               43                244
  CLUS_3               88                204
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       78     64     64
  12P GAIN WILD-TYPE    174    235    362
D23V10, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               78                174
  CLUS_2               64                235
  CLUS_3               64                362
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       50     31     58
  12P GAIN WILD-TYPE    200    188    140
D23V11, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               50                200
  CLUS_2               31                188
  CLUS_3               58                140
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       42     28     69
  12P GAIN WILD-TYPE    103    149    276
D23V12, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               42                103
  CLUS_2               28                149
  CLUS_3               69                276

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     21      2      3
  12Q GAIN WILD-TYPE     20     30     86     84     92     51     18     37
D24V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       12     18     65
  12Q GAIN WILD-TYPE    110    107    201
D24V2, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               12                110
  CLUS_2               18                107
  CLUS_3               65                201
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q GAIN MUTATED       16     88     28     37     10
  12Q GAIN WILD-TYPE    355    170     69    199     35
D24V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q GAIN MUTATED       15     19     21     49      6      7
  12Q GAIN WILD-TYPE    101    136     87     90     49    105
D24V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       28     32     18
  12Q GAIN WILD-TYPE    119    101     99
D24V5, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               28                119
  CLUS_2               32                101
  CLUS_3               18                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       37     18     23
  12Q GAIN WILD-TYPE    124     92    103
D24V6, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               37                124
  CLUS_2               18                 92
  CLUS_3               23                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       39     13    126
  12Q GAIN WILD-TYPE    234    173    416
D24V7, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               39                234
  CLUS_2               13                173
  CLUS_3              126                416
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       30    114     34
  12Q GAIN WILD-TYPE    203    325    295
D24V8, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               30                203
  CLUS_2              114                325
  CLUS_3               34                295
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       80     39     52
  12Q GAIN WILD-TYPE    318    248    240
D24V9, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               80                318
  CLUS_2               39                248
  CLUS_3               52                240
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       39     68     64
  12Q GAIN WILD-TYPE    213    231    362
D24V10, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               39                213
  CLUS_2               68                231
  CLUS_3               64                362
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       52     29     31
  12Q GAIN WILD-TYPE    198    190    167
D24V11, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               52                198
  CLUS_2               29                190
  CLUS_3               31                167
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       16     28     68
  12Q GAIN WILD-TYPE    129    149    277
D24V12, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               16                129
  CLUS_2               28                149
  CLUS_3               68                277

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       14     26      8     37      4
  13Q GAIN WILD-TYPE    357    232     89    199     41
D25V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q GAIN MUTATED       15      7     12     13      0      6
  13Q GAIN WILD-TYPE    101    148     96    126     55    106
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
  13Q GAIN MUTATED       37      5     47
  13Q GAIN WILD-TYPE    236    181    495
D25V7, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               37                236
  CLUS_2                5                181
  CLUS_3               47                495
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       32     44     13
  13Q GAIN WILD-TYPE    201    395    316
D25V8, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               32                201
  CLUS_2               44                395
  CLUS_3               13                316
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       25     17     42
  13Q GAIN WILD-TYPE    373    270    250
D25V9, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               25                373
  CLUS_2               17                270
  CLUS_3               42                250
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       35     27     22
  13Q GAIN WILD-TYPE    217    272    404
D25V10, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               35                217
  CLUS_2               27                272
  CLUS_3               22                404
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       18     13     23
  13Q GAIN WILD-TYPE    232    206    175
D25V11, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               18                232
  CLUS_2               13                206
  CLUS_3               23                175
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       17     11     26
  13Q GAIN WILD-TYPE    128    166    319
D25V12, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               17                128
  CLUS_2               11                166
  CLUS_3               26                319

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     16      6     18     20      3      1
  14Q GAIN WILD-TYPE     18     28    103     90     91     52     17     39
D26V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       14     13     48
  14Q GAIN WILD-TYPE    108    112    218
D26V2, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               14                108
  CLUS_2               13                112
  CLUS_3               48                218
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q GAIN MUTATED       25     61     22     23      8
  14Q GAIN WILD-TYPE    346    197     75    213     37
D26V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q GAIN MUTATED       11     17     18     27      4      7
  14Q GAIN WILD-TYPE    105    138     90    112     51    105
D26V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       25     18     13
  14Q GAIN WILD-TYPE    122    115    104
D26V5, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               25                122
  CLUS_2               18                115
  CLUS_3               13                104
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       29     12     15
  14Q GAIN WILD-TYPE    132     98    111
D26V6, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               29                132
  CLUS_2               12                 98
  CLUS_3               15                111
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       30     13     95
  14Q GAIN WILD-TYPE    243    173    447
D26V7, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               30                243
  CLUS_2               13                173
  CLUS_3               95                447
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       25     83     30
  14Q GAIN WILD-TYPE    208    356    299
D26V8, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               25                208
  CLUS_2               83                356
  CLUS_3               30                299
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       76     26     33
  14Q GAIN WILD-TYPE    322    261    259
D26V9, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               76                322
  CLUS_2               26                261
  CLUS_3               33                259
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       31     45     59
  14Q GAIN WILD-TYPE    221    254    367
D26V10, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               31                221
  CLUS_2               45                254
  CLUS_3               59                367
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       47     24     21
  14Q GAIN WILD-TYPE    203    195    177
D26V11, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               47                203
  CLUS_2               24                195
  CLUS_3               21                177
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       18     18     56
  14Q GAIN WILD-TYPE    127    159    289
D26V12, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               18                127
  CLUS_2               18                159
  CLUS_3               56                289

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      5     31      1
  15Q GAIN WILD-TYPE    352    229     92    205     44
D27V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q GAIN MUTATED       16      5     10     10      6      7
  15Q GAIN WILD-TYPE    100    150     98    129     49    105
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
  15Q GAIN MUTATED       33      7     44
  15Q GAIN WILD-TYPE    240    179    498
D27V7, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               33                240
  CLUS_2                7                179
  CLUS_3               44                498
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       30     40     14
  15Q GAIN WILD-TYPE    203    399    315
D27V8, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               30                203
  CLUS_2               40                399
  CLUS_3               14                315
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       34     20     30
  15Q GAIN WILD-TYPE    364    267    262
D27V9, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               34                364
  CLUS_2               20                267
  CLUS_3               30                262
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       33     24     27
  15Q GAIN WILD-TYPE    219    275    399
D27V10, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               33                219
  CLUS_2               24                275
  CLUS_3               27                399
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       22     15     20
  15Q GAIN WILD-TYPE    228    204    178
D27V11, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               22                228
  CLUS_2               15                204
  CLUS_3               20                178
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       16     13     28
  15Q GAIN WILD-TYPE    129    164    317
D27V12, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               16                129
  CLUS_2               13                164
  CLUS_3               28                317

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     54     33     72     34     12     14
  16P GAIN WILD-TYPE     10     22     65     63     37     38      8     26
D28V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       54     43    147
  16P GAIN WILD-TYPE     68     82    119
D28V2, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               54                 68
  CLUS_2               43                 82
  CLUS_3              147                119
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P GAIN MUTATED      144    128     71     83     21
  16P GAIN WILD-TYPE    227    130     26    153     24
D28V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P GAIN MUTATED       39     83     55     59     14     32
  16P GAIN WILD-TYPE     77     72     53     80     41     80
D28V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       58     79     51
  16P GAIN WILD-TYPE     89     54     66
D28V5, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               58                 89
  CLUS_2               79                 54
  CLUS_3               51                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       89     55     44
  16P GAIN WILD-TYPE     72     55     82
D28V6, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               89                 72
  CLUS_2               55                 55
  CLUS_3               44                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       86     79    280
  16P GAIN WILD-TYPE    187    107    262
D28V7, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               86                187
  CLUS_2               79                107
  CLUS_3              280                262
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       67    232    146
  16P GAIN WILD-TYPE    166    207    183
D28V8, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               67                166
  CLUS_2              232                207
  CLUS_3              146                183
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED      204    131     96
  16P GAIN WILD-TYPE    194    156    196
D28V9, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1              204                194
  CLUS_2              131                156
  CLUS_3               96                196
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       90    133    208
  16P GAIN WILD-TYPE    162    166    218
D28V10, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               90                162
  CLUS_2              133                166
  CLUS_3              208                218
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED      124    104     58
  16P GAIN WILD-TYPE    126    115    140
D28V11, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1              124                126
  CLUS_2              104                115
  CLUS_3               58                140
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       41     83    162
  16P GAIN WILD-TYPE    104     94    183
D28V12, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               41                104
  CLUS_2               83                 94
  CLUS_3              162                183

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      8      4      2
  16Q GAIN WILD-TYPE     19     32    101     80     97     64     16     38
D29V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       12     22     32
  16Q GAIN WILD-TYPE    110    103    234
D29V2, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               12                110
  CLUS_2               22                103
  CLUS_3               32                234
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q GAIN MUTATED       29     40     11     41      5
  16Q GAIN WILD-TYPE    342    218     86    195     40
D29V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q GAIN MUTATED       21     13     14     23      1      9
  16Q GAIN WILD-TYPE     95    142     94    116     54    103
D29V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       24     17     12
  16Q GAIN WILD-TYPE    123    116    105
D29V5, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               24                123
  CLUS_2               17                116
  CLUS_3               12                105
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       18     16     19
  16Q GAIN WILD-TYPE    143     94    107
D29V6, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               18                143
  CLUS_2               16                 94
  CLUS_3               19                107
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       45     19     61
  16Q GAIN WILD-TYPE    228    167    481
D29V7, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               45                228
  CLUS_2               19                167
  CLUS_3               61                481
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       38     57     30
  16Q GAIN WILD-TYPE    195    382    299
D29V8, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               38                195
  CLUS_2               57                382
  CLUS_3               30                299
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       45     25     52
  16Q GAIN WILD-TYPE    353    262    240
D29V9, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               45                353
  CLUS_2               25                262
  CLUS_3               52                240
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       47     38     37
  16Q GAIN WILD-TYPE    205    261    389
D29V10, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               47                205
  CLUS_2               38                261
  CLUS_3               37                389
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       30     19     36
  16Q GAIN WILD-TYPE    220    200    162
D29V11, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               30                220
  CLUS_2               19                200
  CLUS_3               36                162
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       26     20     39
  16Q GAIN WILD-TYPE    119    157    306
D29V12, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               26                119
  CLUS_2               20                157
  CLUS_3               39                306

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     21      8      7      6      4      2
  17P GAIN WILD-TYPE     20     31     98     88    102     66     16     38
D30V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        9     11     34
  17P GAIN WILD-TYPE    113    114    232
D30V2, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                9                113
  CLUS_2               11                114
  CLUS_3               34                232
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P GAIN MUTATED       21     44     11     21      7
  17P GAIN WILD-TYPE    350    214     86    215     38
D30V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P GAIN MUTATED       15      9     13     24      1     14
  17P GAIN WILD-TYPE    101    146     95    115     54     98
D30V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       15     17     11
  17P GAIN WILD-TYPE    132    116    106
D30V5, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               15                132
  CLUS_2               17                116
  CLUS_3               11                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       19     13     11
  17P GAIN WILD-TYPE    142     97    115
D30V6, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               19                142
  CLUS_2               13                 97
  CLUS_3               11                115
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       28     11     64
  17P GAIN WILD-TYPE    245    175    478
D30V7, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               28                245
  CLUS_2               11                175
  CLUS_3               64                478
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       22     55     26
  17P GAIN WILD-TYPE    211    384    303
D30V8, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               22                211
  CLUS_2               55                384
  CLUS_3               26                303
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       47     24     28
  17P GAIN WILD-TYPE    351    263    264
D30V9, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               47                351
  CLUS_2               24                263
  CLUS_3               28                264
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       28     41     30
  17P GAIN WILD-TYPE    224    258    396
D30V10, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               28                224
  CLUS_2               41                258
  CLUS_3               30                396
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       24     21     24
  17P GAIN WILD-TYPE    226    198    174
D30V11, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               24                226
  CLUS_2               21                198
  CLUS_3               24                174
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       16     14     39
  17P GAIN WILD-TYPE    129    163    306
D30V12, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               16                129
  CLUS_2               14                163
  CLUS_3               39                306

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      9     11      5      5
  17Q GAIN WILD-TYPE     18     28     72     88    100     61     15     35
D31V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       15     12     69
  17Q GAIN WILD-TYPE    107    113    197
D31V2, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               15                107
  CLUS_2               12                113
  CLUS_3               69                197
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q GAIN MUTATED       36    107     17     33     14
  17Q GAIN WILD-TYPE    335    151     80    203     31
D31V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q GAIN MUTATED       13     26     29     54      8     18
  17Q GAIN WILD-TYPE    103    129     79     85     47     94
D31V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       26     29     19
  17Q GAIN WILD-TYPE    121    104     98
D31V5, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               26                121
  CLUS_2               29                104
  CLUS_3               19                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       38     22     14
  17Q GAIN WILD-TYPE    123     88    112
D31V6, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               38                123
  CLUS_2               22                 88
  CLUS_3               14                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       37     24    145
  17Q GAIN WILD-TYPE    236    162    397
D31V7, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               37                236
  CLUS_2               24                162
  CLUS_3              145                397
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       27    128     51
  17Q GAIN WILD-TYPE    206    311    278
D31V8, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               27                206
  CLUS_2              128                311
  CLUS_3               51                278
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       96     51     52
  17Q GAIN WILD-TYPE    302    236    240
D31V9, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               96                302
  CLUS_2               51                236
  CLUS_3               52                240
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       39     91     69
  17Q GAIN WILD-TYPE    213    208    357
D31V10, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               39                213
  CLUS_2               91                208
  CLUS_3               69                357
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       58     43     43
  17Q GAIN WILD-TYPE    192    176    155
D31V11, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               58                192
  CLUS_2               43                176
  CLUS_3               43                155
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       21     33     90
  17Q GAIN WILD-TYPE    124    144    255
D31V12, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               21                124
  CLUS_2               33                144
  CLUS_3               90                255

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       20     40     18     73     10
  18P GAIN WILD-TYPE    351    218     79    163     35
D32V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P GAIN MUTATED       43     13     11     16      1     12
  18P GAIN WILD-TYPE     73    142     97    123     54    100
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
  18P GAIN MUTATED       79      5     76
  18P GAIN WILD-TYPE    194    181    466
D32V7, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               79                194
  CLUS_2                5                181
  CLUS_3               76                466
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       78     68     14
  18P GAIN WILD-TYPE    155    371    315
D32V8, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               78                155
  CLUS_2               68                371
  CLUS_3               14                315
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       44     24     82
  18P GAIN WILD-TYPE    354    263    210
D32V9, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               44                354
  CLUS_2               24                263
  CLUS_3               82                210
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       79     33     38
  18P GAIN WILD-TYPE    173    266    388
D32V10, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               79                173
  CLUS_2               33                266
  CLUS_3               38                388
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       30     17     57
  18P GAIN WILD-TYPE    220    202    141
D32V11, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               30                220
  CLUS_2               17                202
  CLUS_3               57                141
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       48     12     44
  18P GAIN WILD-TYPE     97    165    301
D32V12, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               48                 97
  CLUS_2               12                165
  CLUS_3               44                301

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       15     36     19     60     10
  18Q GAIN WILD-TYPE    356    222     78    176     35
D33V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q GAIN MUTATED       29     13     11     17      2      9
  18Q GAIN WILD-TYPE     87    142     97    122     53    103
D33V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       30     17     16
  18Q GAIN WILD-TYPE    117    116    101
D33V5, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               30                117
  CLUS_2               17                116
  CLUS_3               16                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       22     13     28
  18Q GAIN WILD-TYPE    139     97     98
D33V6, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               22                139
  CLUS_2               13                 97
  CLUS_3               28                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       58      5     76
  18Q GAIN WILD-TYPE    215    181    466
D33V7, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               58                215
  CLUS_2                5                181
  CLUS_3               76                466
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       55     67     17
  18Q GAIN WILD-TYPE    178    372    312
D33V8, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               55                178
  CLUS_2               67                372
  CLUS_3               17                312
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       45     21     64
  18Q GAIN WILD-TYPE    353    266    228
D33V9, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               45                353
  CLUS_2               21                266
  CLUS_3               64                228
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       55     37     38
  18Q GAIN WILD-TYPE    197    262    388
D33V10, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               55                197
  CLUS_2               37                262
  CLUS_3               38                388
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       26     17     40
  18Q GAIN WILD-TYPE    224    202    158
D33V11, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               26                224
  CLUS_2               17                202
  CLUS_3               40                158
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       30     10     43
  18Q GAIN WILD-TYPE    115    167    302
D33V12, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               30                115
  CLUS_2               10                167
  CLUS_3               43                302

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     16     29     15     10      8      4
  19P GAIN WILD-TYPE     16     33    103     67     94     62     12     36
D34V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       16     36     38
  19P GAIN WILD-TYPE    106     89    228
D34V2, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               16                106
  CLUS_2               36                 89
  CLUS_3               38                228
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P GAIN MUTATED       31     39     27     67      7
  19P GAIN WILD-TYPE    340    219     70    169     38
D34V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P GAIN MUTATED       29     16     20     19      6     17
  19P GAIN WILD-TYPE     87    139     88    120     49     95
D34V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       40     19     16
  19P GAIN WILD-TYPE    107    114    101
D34V5, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               40                107
  CLUS_2               19                114
  CLUS_3               16                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       26     15     34
  19P GAIN WILD-TYPE    135     95     92
D34V6, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               26                135
  CLUS_2               15                 95
  CLUS_3               34                 92
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       69     23     77
  19P GAIN WILD-TYPE    204    163    465
D34V7, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               69                204
  CLUS_2               23                163
  CLUS_3               77                465
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       65     61     43
  19P GAIN WILD-TYPE    168    378    286
D34V8, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               65                168
  CLUS_2               61                378
  CLUS_3               43                286
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       50     40     74
  19P GAIN WILD-TYPE    348    247    218
D34V9, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               50                348
  CLUS_2               40                247
  CLUS_3               74                218
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       63     42     59
  19P GAIN WILD-TYPE    189    257    367
D34V10, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               63                189
  CLUS_2               42                257
  CLUS_3               59                367
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       35     28     51
  19P GAIN WILD-TYPE    215    191    147
D34V11, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               35                215
  CLUS_2               28                191
  CLUS_3               51                147
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       34     28     52
  19P GAIN WILD-TYPE    111    149    293
D34V12, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               34                111
  CLUS_2               28                149
  CLUS_3               52                293

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     27     33     15     16      7      5
  19Q GAIN WILD-TYPE     17     33     92     63     94     56     13     35
D35V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       18     40     52
  19Q GAIN WILD-TYPE    104     85    214
D35V2, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               18                104
  CLUS_2               40                 85
  CLUS_3               52                214
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q GAIN MUTATED       33     49     31     78     11
  19Q GAIN WILD-TYPE    338    209     66    158     34
D35V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q GAIN MUTATED       32     20     20     30      8     15
  19Q GAIN WILD-TYPE     84    135     88    109     47     97
D35V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       43     22     19
  19Q GAIN WILD-TYPE    104    111     98
D35V5, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               43                104
  CLUS_2               22                111
  CLUS_3               19                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       27     21     36
  19Q GAIN WILD-TYPE    134     89     90
D35V6, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               27                134
  CLUS_2               21                 89
  CLUS_3               36                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       77     29     94
  19Q GAIN WILD-TYPE    196    157    448
D35V7, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               77                196
  CLUS_2               29                157
  CLUS_3               94                448
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       70     79     51
  19Q GAIN WILD-TYPE    163    360    278
D35V8, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               70                163
  CLUS_2               79                360
  CLUS_3               51                278
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       64     48     83
  19Q GAIN WILD-TYPE    334    239    209
D35V9, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               64                334
  CLUS_2               48                239
  CLUS_3               83                209
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       74     54     67
  19Q GAIN WILD-TYPE    178    245    359
D35V10, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               74                178
  CLUS_2               54                245
  CLUS_3               67                359
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       42     36     57
  19Q GAIN WILD-TYPE    208    183    141
D35V11, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               42                208
  CLUS_2               36                183
  CLUS_3               57                141
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       40     31     64
  19Q GAIN WILD-TYPE    105    146    281
D35V12, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               40                105
  CLUS_2               31                146
  CLUS_3               64                281

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     42     15      7
  20P GAIN WILD-TYPE     13     23     70     54     75     30      5     33
D36V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       35     57    118
  20P GAIN WILD-TYPE     87     68    148
D36V2, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               35                 87
  CLUS_2               57                 68
  CLUS_3              118                148
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P GAIN MUTATED       53    142     56    118     20
  20P GAIN WILD-TYPE    318    116     41    118     25
D36V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P GAIN MUTATED       47     35     49     79     13     33
  20P GAIN WILD-TYPE     69    120     59     60     42     79
D36V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       77     47     42
  20P GAIN WILD-TYPE     70     86     75
D36V5, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               77                 70
  CLUS_2               47                 86
  CLUS_3               42                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       70     36     60
  20P GAIN WILD-TYPE     91     74     66
D36V6, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               70                 91
  CLUS_2               36                 74
  CLUS_3               60                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED      118     40    229
  20P GAIN WILD-TYPE    155    146    313
D36V7, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1              118                155
  CLUS_2               40                146
  CLUS_3              229                313
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       96    200     91
  20P GAIN WILD-TYPE    137    239    238
D36V8, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               96                137
  CLUS_2              200                239
  CLUS_3               91                238
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED      165     80    132
  20P GAIN WILD-TYPE    233    207    160
D36V9, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1              165                233
  CLUS_2               80                207
  CLUS_3              132                160
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED      117    125    135
  20P GAIN WILD-TYPE    135    174    291
D36V10, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1              117                135
  CLUS_2              125                174
  CLUS_3              135                291
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED      105     63     86
  20P GAIN WILD-TYPE    145    156    112
D36V11, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1              105                145
  CLUS_2               63                156
  CLUS_3               86                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       60     45    149
  20P GAIN WILD-TYPE     85    132    196
D36V12, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               60                 85
  CLUS_2               45                132
  CLUS_3              149                196

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       59    165     56    120     22
  20Q GAIN WILD-TYPE    312     93     41    116     23
D37V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20Q GAIN MUTATED       52     36     55     91     12     33
  20Q GAIN WILD-TYPE     64    119     53     48     43     79
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
  20Q GAIN MUTATED      122     42    255
  20Q GAIN WILD-TYPE    151    144    287
D37V7, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1              122                151
  CLUS_2               42                144
  CLUS_3              255                287
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED      100    222     97
  20Q GAIN WILD-TYPE    133    217    232
D37V8, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1              100                133
  CLUS_2              222                217
  CLUS_3               97                232
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED      186     85    141
  20Q GAIN WILD-TYPE    212    202    151
D37V9, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1              186                212
  CLUS_2               85                202
  CLUS_3              141                151
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED      120    151    141
  20Q GAIN WILD-TYPE    132    148    285
D37V10, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1              120                132
  CLUS_2              151                148
  CLUS_3              141                285
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED      121     66     96
  20Q GAIN WILD-TYPE    129    153    102
D37V11, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1              121                129
  CLUS_2               66                153
  CLUS_3               96                102
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       65     50    168
  20Q GAIN WILD-TYPE     80    127    177
D37V12, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               65                 80
  CLUS_2               50                127
  CLUS_3              168                177

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       31     36     23     83     11
  21Q GAIN WILD-TYPE    340    222     74    153     34
D38V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q GAIN MUTATED       43     14     21     18      5     14
  21Q GAIN WILD-TYPE     73    141     87    121     50     98
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
  21Q GAIN MUTATED       95     11     77
  21Q GAIN WILD-TYPE    178    175    465
D38V7, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               95                178
  CLUS_2               11                175
  CLUS_3               77                465
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       83     76     24
  21Q GAIN WILD-TYPE    150    363    305
D38V8, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               83                150
  CLUS_2               76                363
  CLUS_3               24                305
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       61     31     86
  21Q GAIN WILD-TYPE    337    256    206
D38V9, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               61                337
  CLUS_2               31                256
  CLUS_3               86                206
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       87     41     50
  21Q GAIN WILD-TYPE    165    258    376
D38V10, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               87                165
  CLUS_2               41                258
  CLUS_3               50                376
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       35     23     64
  21Q GAIN WILD-TYPE    215    196    134
D38V11, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               35                215
  CLUS_2               23                196
  CLUS_3               64                134
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       51     21     50
  21Q GAIN WILD-TYPE     94    156    295
D38V12, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               51                 94
  CLUS_2               21                156
  CLUS_3               50                295

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       10     27      3     47      4
  22Q GAIN WILD-TYPE    361    231     94    189     41
D39V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q GAIN MUTATED       20      3     14     12      1      7
  22Q GAIN WILD-TYPE     96    152     94    127     54    105
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
  22Q GAIN MUTATED       54      0     36
  22Q GAIN WILD-TYPE    219    186    506
D39V7, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               54                219
  CLUS_2                0                186
  CLUS_3               36                506
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       44     41      5
  22Q GAIN WILD-TYPE    189    398    324
D39V8, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               44                189
  CLUS_2               41                398
  CLUS_3                5                324
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       31      7     50
  22Q GAIN WILD-TYPE    367    280    242
D39V9, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               31                367
  CLUS_2                7                280
  CLUS_3               50                242
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       49     25     14
  22Q GAIN WILD-TYPE    203    274    412
D39V10, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               49                203
  CLUS_2               25                274
  CLUS_3               14                412
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       19      7     33
  22Q GAIN WILD-TYPE    231    212    165
D39V11, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               19                231
  CLUS_2                7                212
  CLUS_3               33                165
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       27      4     28
  22Q GAIN WILD-TYPE    118    173    317
D39V12, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               27                118
  CLUS_2                4                173
  CLUS_3               28                317

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       16     39     18     50      8
  XQ GAIN WILD-TYPE    355    219     79    186     37
D40V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ GAIN MUTATED       23     14     12     16      3      4
  XQ GAIN WILD-TYPE     93    141     96    123     52    108
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
  XQ GAIN MUTATED       54      7     69
  XQ GAIN WILD-TYPE    219    179    473
D40V7, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              54               219
  CLUS_2               7               179
  CLUS_3              69               473
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       48     63     19
  XQ GAIN WILD-TYPE    185    376    310
D40V8, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              48               185
  CLUS_2              63               376
  CLUS_3              19               310
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       50     14     59
  XQ GAIN WILD-TYPE    348    273    233
D40V9, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              50               348
  CLUS_2              14               273
  CLUS_3              59               233
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       52     37     34
  XQ GAIN WILD-TYPE    200    262    392
D40V10, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              52               200
  CLUS_2              37               262
  CLUS_3              34               392
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       27     12     36
  XQ GAIN WILD-TYPE    223    207    162
D40V11, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              27               223
  CLUS_2              12               207
  CLUS_3              36               162
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       26     14     35
  XQ GAIN WILD-TYPE    119    163    310
D40V12, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              26               119
  CLUS_2              14               163
  CLUS_3              35               310

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      6     34     10     28     30      3      7
  1P LOSS WILD-TYPE     18     30     85     86     81     42     17     33
D41V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       18     15     88
  1P LOSS WILD-TYPE    104    110    178
D41V2, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              18               104
  CLUS_2              15               110
  CLUS_3              88               178
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P LOSS MUTATED       35     93     48     42     12
  1P LOSS WILD-TYPE    336    165     49    194     33
D41V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1P LOSS MUTATED       16     26     40     45      7     13
  1P LOSS WILD-TYPE    100    129     68     94     48     99
D41V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       33     32     23
  1P LOSS WILD-TYPE    114    101     94
D41V5, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              33               114
  CLUS_2              32               101
  CLUS_3              23                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       39     24     25
  1P LOSS WILD-TYPE    122     86    101
D41V6, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              39               122
  CLUS_2              24                86
  CLUS_3              25               101
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       43     25    161
  1P LOSS WILD-TYPE    230    161    381
D41V7, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              43               230
  CLUS_2              25               161
  CLUS_3             161               381
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       28    149     52
  1P LOSS WILD-TYPE    205    290    277
D41V8, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              28               205
  CLUS_2             149               290
  CLUS_3              52               277
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED      106     54     63
  1P LOSS WILD-TYPE    292    233    229
D41V9, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1             106               292
  CLUS_2              54               233
  CLUS_3              63               229
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       43     79    101
  1P LOSS WILD-TYPE    209    220    325
D41V10, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              43               209
  CLUS_2              79               220
  CLUS_3             101               325
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       53     44     37
  1P LOSS WILD-TYPE    197    175    161
D41V11, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              53               197
  CLUS_2              44               175
  CLUS_3              37               161
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       21     37     76
  1P LOSS WILD-TYPE    124    140    269
D41V12, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              21               124
  CLUS_2              37               140
  CLUS_3              76               269

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     14      4      4      7      0      1
  1Q LOSS WILD-TYPE     21     36    105     92    105     65     20     39
D42V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        1      5     24
  1Q LOSS WILD-TYPE    121    120    242
D42V2, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1               121
  CLUS_2               5               120
  CLUS_3              24               242
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q LOSS MUTATED        5     22      5     15      4
  1Q LOSS WILD-TYPE    366    236     92    221     41
D42V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q LOSS MUTATED        6      3      5     13      2      3
  1Q LOSS WILD-TYPE    110    152    103    126     53    109
D42V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       10     11      4
  1Q LOSS WILD-TYPE    137    122    113
D42V5, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              10               137
  CLUS_2              11               122
  CLUS_3               4               113
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       12      4      9
  1Q LOSS WILD-TYPE    149    106    117
D42V6, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              12               149
  CLUS_2               4               106
  CLUS_3               9               117
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       12      3     36
  1Q LOSS WILD-TYPE    261    183    506
D42V7, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              12               261
  CLUS_2               3               183
  CLUS_3              36               506
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       10     31     10
  1Q LOSS WILD-TYPE    223    408    319
D42V8, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              10               223
  CLUS_2              31               408
  CLUS_3              10               319
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       25      6     18
  1Q LOSS WILD-TYPE    373    281    274
D42V9, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              25               373
  CLUS_2               6               281
  CLUS_3              18               274
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       11     24     14
  1Q LOSS WILD-TYPE    241    275    412
D42V10, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              11               241
  CLUS_2              24               275
  CLUS_3              14               412
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        9      7      9
  1Q LOSS WILD-TYPE    241    212    189
D42V11, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               9               241
  CLUS_2               7               212
  CLUS_3               9               189
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        5      5     15
  1Q LOSS WILD-TYPE    140    172    330
D42V12, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               5               140
  CLUS_2               5               172
  CLUS_3              15               330

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       26     77     29     29      9
  2P LOSS WILD-TYPE    345    181     68    207     36
D43V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P LOSS MUTATED        9     23     22     41      3      7
  2P LOSS WILD-TYPE    107    132     86     98     52    105
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
  2P LOSS MUTATED       25     18    125
  2P LOSS WILD-TYPE    248    168    417
D43V7, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              25               248
  CLUS_2              18               168
  CLUS_3             125               417
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       17    112     39
  2P LOSS WILD-TYPE    216    327    290
D43V8, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              17               216
  CLUS_2             112               327
  CLUS_3              39               290
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       91     35     37
  2P LOSS WILD-TYPE    307    252    255
D43V9, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              91               307
  CLUS_2              35               252
  CLUS_3              37               255
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       29     71     63
  2P LOSS WILD-TYPE    223    228    363
D43V10, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              29               223
  CLUS_2              71               228
  CLUS_3              63               363
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       56     25     24
  2P LOSS WILD-TYPE    194    194    174
D43V11, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              56               194
  CLUS_2              25               194
  CLUS_3              24               174
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       13     19     73
  2P LOSS WILD-TYPE    132    158    272
D43V12, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              13               132
  CLUS_2              19               158
  CLUS_3              73               272

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       28     80     31     42     11
  2Q LOSS WILD-TYPE    343    178     66    194     34
D44V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q LOSS MUTATED       18     22     20     46      4     10
  2Q LOSS WILD-TYPE     98    133     88     93     51    102
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
  2Q LOSS MUTATED       47     19    124
  2Q LOSS WILD-TYPE    226    167    418
D44V7, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              47               226
  CLUS_2              19               167
  CLUS_3             124               418
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       33    116     41
  2Q LOSS WILD-TYPE    200    323    288
D44V8, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              33               200
  CLUS_2             116               323
  CLUS_3              41               288
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       94     37     55
  2Q LOSS WILD-TYPE    304    250    237
D44V9, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              94               304
  CLUS_2              37               250
  CLUS_3              55               237
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       46     77     63
  2Q LOSS WILD-TYPE    206    222    363
D44V10, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              46               206
  CLUS_2              77               222
  CLUS_3              63               363
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       59     26     39
  2Q LOSS WILD-TYPE    191    193    159
D44V11, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              59               191
  CLUS_2              26               193
  CLUS_3              39               159
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       25     21     78
  2Q LOSS WILD-TYPE    120    156    267
D44V12, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              25               120
  CLUS_2              21               156
  CLUS_3              78               267

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     19      6      4
  3P LOSS WILD-TYPE     21     29    100     67    105     53     14     36
D45V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       15     38     35
  3P LOSS WILD-TYPE    107     87    231
D45V2, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              15               107
  CLUS_2              38                87
  CLUS_3              35               231
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P LOSS MUTATED       25     52     15     76      3
  3P LOSS WILD-TYPE    346    206     82    160     42
D45V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P LOSS MUTATED       35      8     26     27      5     12
  3P LOSS WILD-TYPE     81    147     82    112     50    100
D45V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       43     18     14
  3P LOSS WILD-TYPE    104    115    103
D45V5, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              43               104
  CLUS_2              18               115
  CLUS_3              14               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       21     14     40
  3P LOSS WILD-TYPE    140     96     86
D45V6, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              21               140
  CLUS_2              14                96
  CLUS_3              40                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       82     16     71
  3P LOSS WILD-TYPE    191    170    471
D45V7, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              82               191
  CLUS_2              16               170
  CLUS_3              71               471
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       68     66     35
  3P LOSS WILD-TYPE    165    373    294
D45V8, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              68               165
  CLUS_2              66               373
  CLUS_3              35               294
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       48     29     86
  3P LOSS WILD-TYPE    350    258    206
D45V9, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              48               350
  CLUS_2              29               258
  CLUS_3              86               206
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       70     49     44
  3P LOSS WILD-TYPE    182    250    382
D45V10, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              70               182
  CLUS_2              49               250
  CLUS_3              44               382
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       32     20     59
  3P LOSS WILD-TYPE    218    199    139
D45V11, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              32               218
  CLUS_2              20               199
  CLUS_3              59               139
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       42     21     48
  3P LOSS WILD-TYPE    103    156    297
D45V12, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              42               103
  CLUS_2              21               156
  CLUS_3              48               297

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     13      2     13      4      1
  3Q LOSS WILD-TYPE     21     33    106     83    107     59     16     39
D46V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        6     21     22
  3Q LOSS WILD-TYPE    116    104    244
D46V2, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               6               116
  CLUS_2              21               104
  CLUS_3              22               244
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q LOSS MUTATED       12     31     10     38      3
  3Q LOSS WILD-TYPE    359    227     87    198     42
D46V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q LOSS MUTATED       20      7     14     17      2      4
  3Q LOSS WILD-TYPE     96    148     94    122     53    108
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       12     10     20
  3Q LOSS WILD-TYPE    149    100    106
D46V6, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              12               149
  CLUS_2              10               100
  CLUS_3              20               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       40      8     45
  3Q LOSS WILD-TYPE    233    178    497
D46V7, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              40               233
  CLUS_2               8               178
  CLUS_3              45               497
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       33     44     16
  3Q LOSS WILD-TYPE    200    395    313
D46V8, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              33               200
  CLUS_2              44               395
  CLUS_3              16               313
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       29     17     43
  3Q LOSS WILD-TYPE    369    270    249
D46V9, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              29               369
  CLUS_2              17               270
  CLUS_3              43               249
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       35     30     24
  3Q LOSS WILD-TYPE    217    269    402
D46V10, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              35               217
  CLUS_2              30               269
  CLUS_3              24               402
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       22     10     28
  3Q LOSS WILD-TYPE    228    209    170
D46V11, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              22               228
  CLUS_2              10               209
  CLUS_3              28               170
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       16     12     32
  3Q LOSS WILD-TYPE    129    165    313
D46V12, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              16               129
  CLUS_2              12               165
  CLUS_3              32               313

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      8     24     59     22     41      8      7
  4P LOSS WILD-TYPE     17     28     95     37     87     31     12     33
D47V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       21     76     76
  4P LOSS WILD-TYPE    101     49    190
D47V2, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              21               101
  CLUS_2              76                49
  CLUS_3              76               190
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P LOSS MUTATED       52     68     45    151     14
  4P LOSS WILD-TYPE    319    190     52     85     31
D47V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P LOSS MUTATED       79     31     36     33      8     28
  4P LOSS WILD-TYPE     37    124     72    106     47     84
D47V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       76     39     25
  4P LOSS WILD-TYPE     71     94     92
D47V5, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              76                71
  CLUS_2              39                94
  CLUS_3              25                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       45     27     68
  4P LOSS WILD-TYPE    116     83     58
D47V6, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              45               116
  CLUS_2              27                83
  CLUS_3              68                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED      162     25    140
  4P LOSS WILD-TYPE    111    161    402
D47V7, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1             162               111
  CLUS_2              25               161
  CLUS_3             140               402
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED      143    126     58
  4P LOSS WILD-TYPE     90    313    271
D47V8, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1             143                90
  CLUS_2             126               313
  CLUS_3              58               271
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED      111     48    157
  4P LOSS WILD-TYPE    287    239    135
D47V9, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1             111               287
  CLUS_2              48               239
  CLUS_3             157               135
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED      147     79     90
  4P LOSS WILD-TYPE    105    220    336
D47V10, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1             147               105
  CLUS_2              79               220
  CLUS_3              90               336
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       67     34    115
  4P LOSS WILD-TYPE    183    185     83
D47V11, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              67               183
  CLUS_2              34               185
  CLUS_3             115                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       89     31     96
  4P LOSS WILD-TYPE     56    146    249
D47V12, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              89                56
  CLUS_2              31               146
  CLUS_3              96               249

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      8     24     46     21     36      7      7
  4Q LOSS WILD-TYPE     17     28     95     50     88     36     13     33
D48V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       20     61     72
  4Q LOSS WILD-TYPE    102     64    194
D48V2, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              20               102
  CLUS_2              61                64
  CLUS_3              72               194
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q LOSS MUTATED       47     62     45    128     12
  4Q LOSS WILD-TYPE    324    196     52    108     33
D48V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q LOSS MUTATED       65     32     32     30      8     27
  4Q LOSS WILD-TYPE     51    123     76    109     47     85
D48V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       64     35     26
  4Q LOSS WILD-TYPE     83     98     91
D48V5, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              64                83
  CLUS_2              35                98
  CLUS_3              26                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       42     27     56
  4Q LOSS WILD-TYPE    119     83     70
D48V6, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              42               119
  CLUS_2              27                83
  CLUS_3              56                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED      135     21    135
  4Q LOSS WILD-TYPE    138    165    407
D48V7, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1             135               138
  CLUS_2              21               165
  CLUS_3             135               407
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED      118    120     53
  4Q LOSS WILD-TYPE    115    319    276
D48V8, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1             118               115
  CLUS_2             120               319
  CLUS_3              53               276
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED      106     46    127
  4Q LOSS WILD-TYPE    292    241    165
D48V9, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1             106               292
  CLUS_2              46               241
  CLUS_3             127               165
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED      122     70     87
  4Q LOSS WILD-TYPE    130    229    339
D48V10, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1             122               130
  CLUS_2              70               229
  CLUS_3              87               339
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       62     31     93
  4Q LOSS WILD-TYPE    188    188    105
D48V11, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              62               188
  CLUS_2              31               188
  CLUS_3              93               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       69     28     89
  4Q LOSS WILD-TYPE     76    149    256
D48V12, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              69                76
  CLUS_2              28               149
  CLUS_3              89               256

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      2      8     42      5     11      1      2
  5P LOSS WILD-TYPE     20     34    111     54    104     61     19     38
D49V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        6     44     22
  5P LOSS WILD-TYPE    116     81    244
D49V2, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               6               116
  CLUS_2              44                81
  CLUS_3              22               244
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P LOSS MUTATED       16     17      4     89      6
  5P LOSS WILD-TYPE    355    241     93    147     39
D49V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P LOSS MUTATED       48      3      8     12      1     15
  5P LOSS WILD-TYPE     68    152    100    127     54     97
D49V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       43      9      9
  5P LOSS WILD-TYPE    104    124    108
D49V5, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              43               104
  CLUS_2               9               124
  CLUS_3               9               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       11      8     42
  5P LOSS WILD-TYPE    150    102     84
D49V6, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              11               150
  CLUS_2               8               102
  CLUS_3              42                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       90      5     37
  5P LOSS WILD-TYPE    183    181    505
D49V7, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              90               183
  CLUS_2               5               181
  CLUS_3              37               505
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       83     37     12
  5P LOSS WILD-TYPE    150    402    317
D49V8, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              83               150
  CLUS_2              37               402
  CLUS_3              12               317
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       25     12     92
  5P LOSS WILD-TYPE    373    275    200
D49V9, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              25               373
  CLUS_2              12               275
  CLUS_3              92               200
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       87     28     14
  5P LOSS WILD-TYPE    165    271    412
D49V10, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              87               165
  CLUS_2              28               271
  CLUS_3              14               412
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       15      8     63
  5P LOSS WILD-TYPE    235    211    135
D49V11, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              15               235
  CLUS_2               8               211
  CLUS_3              63               135
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       53      6     27
  5P LOSS WILD-TYPE     92    171    318
D49V12, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              53                92
  CLUS_2               6               171
  CLUS_3              27               318

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      4     14     61      4     20      5      3
  5Q LOSS WILD-TYPE     19     32    105     35    105     52     15     37
D50V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       10     68     35
  5Q LOSS WILD-TYPE    112     57    231
D50V2, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              10               112
  CLUS_2              68                57
  CLUS_3              35               231
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q LOSS MUTATED       21     26      5    153     10
  5Q LOSS WILD-TYPE    350    232     92     83     35
D50V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q LOSS MUTATED       82      3     11     21      4     24
  5Q LOSS WILD-TYPE     34    152     97    118     51     88
D50V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       67     11     18
  5Q LOSS WILD-TYPE     80    122     99
D50V5, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              67                80
  CLUS_2              11               122
  CLUS_3              18                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       21     13     62
  5Q LOSS WILD-TYPE    140     97     64
D50V6, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              21               140
  CLUS_2              13                97
  CLUS_3              62                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED      148      8     59
  5Q LOSS WILD-TYPE    125    178    483
D50V7, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1             148               125
  CLUS_2               8               178
  CLUS_3              59               483
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED      138     57     20
  5Q LOSS WILD-TYPE     95    382    309
D50V8, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1             138                95
  CLUS_2              57               382
  CLUS_3              20               309
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       37     17    154
  5Q LOSS WILD-TYPE    361    270    138
D50V9, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              37               361
  CLUS_2              17               270
  CLUS_3             154               138
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED      142     42     24
  5Q LOSS WILD-TYPE    110    257    402
D50V10, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1             142               110
  CLUS_2              42               257
  CLUS_3              24               402
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       25     13    104
  5Q LOSS WILD-TYPE    225    206     94
D50V11, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              25               225
  CLUS_2              13               206
  CLUS_3             104                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       88     13     41
  5Q LOSS WILD-TYPE     57    164    304
D50V12, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              88                57
  CLUS_2              13               164
  CLUS_3              41               304

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     19     11      2      9
  6P LOSS WILD-TYPE     16     26     89     87     90     61     18     31
D51V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       23     11     61
  6P LOSS WILD-TYPE     99    114    205
D51V2, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              23                99
  CLUS_2              11               114
  CLUS_3              61               205
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P LOSS MUTATED       39     79     17     26     12
  6P LOSS WILD-TYPE    332    179     80    210     33
D51V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P LOSS MUTATED       13     18     18     39      4     20
  6P LOSS WILD-TYPE    103    137     90    100     51     92
D51V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       24     26     24
  6P LOSS WILD-TYPE    123    107     93
D51V5, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              24               123
  CLUS_2              26               107
  CLUS_3              24                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       38     20     16
  6P LOSS WILD-TYPE    123     90    110
D51V6, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              38               123
  CLUS_2              20                90
  CLUS_3              16               110
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       31     27    114
  6P LOSS WILD-TYPE    242    159    428
D51V7, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              31               242
  CLUS_2              27               159
  CLUS_3             114               428
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       25    100     47
  6P LOSS WILD-TYPE    208    339    282
D51V8, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              25               208
  CLUS_2             100               339
  CLUS_3              47               282
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       79     47     43
  6P LOSS WILD-TYPE    319    240    249
D51V9, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              79               319
  CLUS_2              47               240
  CLUS_3              43               249
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       27     67     75
  6P LOSS WILD-TYPE    225    232    351
D51V10, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              27               225
  CLUS_2              67               232
  CLUS_3              75               351
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       54     31     28
  6P LOSS WILD-TYPE    196    188    170
D51V11, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              54               196
  CLUS_2              31               188
  CLUS_3              28               170
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       18     27     68
  6P LOSS WILD-TYPE    127    150    277
D51V12, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              18               127
  CLUS_2              27               150
  CLUS_3              68               277

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     15      2     14
  6Q LOSS WILD-TYPE     15     23     75     83     86     57     18     26
D52V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       35     15     80
  6Q LOSS WILD-TYPE     87    110    186
D52V2, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              35                87
  CLUS_2              15               110
  CLUS_3              80               186
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q LOSS MUTATED       67    111     25     32     20
  6Q LOSS WILD-TYPE    304    147     72    204     25
D52V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q LOSS MUTATED       21     41     27     57      7     23
  6Q LOSS WILD-TYPE     95    114     81     82     48     89
D52V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       32     40     30
  6Q LOSS WILD-TYPE    115     93     87
D52V5, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              32               115
  CLUS_2              40                93
  CLUS_3              30                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       47     31     24
  6Q LOSS WILD-TYPE    114     79    102
D52V6, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              47               114
  CLUS_2              31                79
  CLUS_3              24               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       45     49    160
  6Q LOSS WILD-TYPE    228    137    382
D52V7, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              45               228
  CLUS_2              49               137
  CLUS_3             160               382
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       37    134     83
  6Q LOSS WILD-TYPE    196    305    246
D52V8, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              37               196
  CLUS_2             134               305
  CLUS_3              83               246
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED      109     80     60
  6Q LOSS WILD-TYPE    289    207    232
D52V9, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1             109               289
  CLUS_2              80               207
  CLUS_3              60               232
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       38     98    113
  6Q LOSS WILD-TYPE    214    201    313
D52V10, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              38               214
  CLUS_2              98               201
  CLUS_3             113               313
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       75     54     37
  6Q LOSS WILD-TYPE    175    165    161
D52V11, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              75               175
  CLUS_2              54               165
  CLUS_3              37               161
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       23     45     98
  6Q LOSS WILD-TYPE    122    132    247
D52V12, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              23               122
  CLUS_2              45               132
  CLUS_3              98               247

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       11     37      7     46      4
  7P LOSS WILD-TYPE    360    221     90    190     41
D53V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P LOSS MUTATED       23      7     11     18      1      6
  7P LOSS WILD-TYPE     93    148     97    121     54    106
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
  7P LOSS MUTATED       45      6     53
  7P LOSS WILD-TYPE    228    180    489
D53V7, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              45               228
  CLUS_2               6               180
  CLUS_3              53               489
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       36     53     15
  7P LOSS WILD-TYPE    197    386    314
D53V8, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              36               197
  CLUS_2              53               386
  CLUS_3              15               314
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       37     10     53
  7P LOSS WILD-TYPE    361    277    239
D53V9, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              37               361
  CLUS_2              10               277
  CLUS_3              53               239
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       43     39     18
  7P LOSS WILD-TYPE    209    260    408
D53V10, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              43               209
  CLUS_2              39               260
  CLUS_3              18               408
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       17      9     31
  7P LOSS WILD-TYPE    233    210    167
D53V11, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              17               233
  CLUS_2               9               210
  CLUS_3              31               167
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       25      5     27
  7P LOSS WILD-TYPE    120    172    318
D53V12, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              25               120
  CLUS_2               5               172
  CLUS_3              27               318

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       19     45     11     35      3
  7Q LOSS WILD-TYPE    352    213     86    201     42
D54V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q LOSS MUTATED       15     12     12     18      5      5
  7Q LOSS WILD-TYPE    101    143     96    121     50    107
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
  7Q LOSS MUTATED       30      9     73
  7Q LOSS WILD-TYPE    243    177    469
D54V7, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              30               243
  CLUS_2               9               177
  CLUS_3              73               469
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       22     69     21
  7Q LOSS WILD-TYPE    211    370    308
D54V8, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              22               211
  CLUS_2              69               370
  CLUS_3              21               308
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       50     15     44
  7Q LOSS WILD-TYPE    348    272    248
D54V9, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              50               348
  CLUS_2              15               272
  CLUS_3              44               248
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       35     47     27
  7Q LOSS WILD-TYPE    217    252    399
D54V10, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              35               217
  CLUS_2              47               252
  CLUS_3              27               399
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       28      9     26
  7Q LOSS WILD-TYPE    222    210    172
D54V11, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              28               222
  CLUS_2               9               210
  CLUS_3              26               172
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       16      6     41
  7Q LOSS WILD-TYPE    129    171    304
D54V12, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              16               129
  CLUS_2               6               171
  CLUS_3              41               304

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        5     11     56     45     22     37     11     17
  8P LOSS WILD-TYPE     16     25     63     51     87     35      9     23
D55V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       36     60    108
  8P LOSS WILD-TYPE     86     65    158
D55V2, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              36                86
  CLUS_2              60                65
  CLUS_3             108               158
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P LOSS MUTATED       83    126     19    126     17
  8P LOSS WILD-TYPE    288    132     78    110     28
D55V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P LOSS MUTATED       52     33     40     69     10     37
  8P LOSS WILD-TYPE     64    122     68     70     45     75
D55V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       67     45     54
  8P LOSS WILD-TYPE     80     88     63
D55V5, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              67                80
  CLUS_2              45                88
  CLUS_3              54                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       59     49     58
  8P LOSS WILD-TYPE    102     61     68
D55V6, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              59               102
  CLUS_2              49                61
  CLUS_3              58                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED      126     43    200
  8P LOSS WILD-TYPE    147    143    342
D55V7, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1             126               147
  CLUS_2              43               143
  CLUS_3             200               342
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED      107    170     92
  8P LOSS WILD-TYPE    126    269    237
D55V8, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1             107               126
  CLUS_2             170               269
  CLUS_3              92               237
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED      152     74    137
  8P LOSS WILD-TYPE    246    213    155
D55V9, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1             152               246
  CLUS_2              74               213
  CLUS_3             137               155
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED      121    124    118
  8P LOSS WILD-TYPE    131    175    308
D55V10, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1             121               131
  CLUS_2             124               175
  CLUS_3             118               308
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       96     55     90
  8P LOSS WILD-TYPE    154    164    108
D55V11, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              96               154
  CLUS_2              55               164
  CLUS_3              90               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       66     49    126
  8P LOSS WILD-TYPE     79    128    219
D55V12, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              66                79
  CLUS_2              49               128
  CLUS_3             126               219

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     12      6      6     14      1      2
  8Q LOSS WILD-TYPE     20     32    107     90    103     58     19     38
D56V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        6     13     27
  8Q LOSS WILD-TYPE    116    112    239
D56V2, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               6               116
  CLUS_2              13               112
  CLUS_3              27               239
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q LOSS MUTATED       15     30     13     23      5
  8Q LOSS WILD-TYPE    356    228     84    213     40
D56V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q LOSS MUTATED       11      7     12     16      3      7
  8Q LOSS WILD-TYPE    105    148     96    123     52    105
D56V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       15     12      9
  8Q LOSS WILD-TYPE    132    121    108
D56V5, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              15               132
  CLUS_2              12               121
  CLUS_3               9               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       12      9     15
  8Q LOSS WILD-TYPE    149    101    111
D56V6, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              12               149
  CLUS_2               9               101
  CLUS_3              15               111
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       25      6     55
  8Q LOSS WILD-TYPE    248    180    487
D56V7, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              25               248
  CLUS_2               6               180
  CLUS_3              55               487
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       22     43     21
  8Q LOSS WILD-TYPE    211    396    308
D56V8, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              22               211
  CLUS_2              43               396
  CLUS_3              21               308
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       35     19     28
  8Q LOSS WILD-TYPE    363    268    264
D56V9, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              35               363
  CLUS_2              19               268
  CLUS_3              28               264
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       23     27     32
  8Q LOSS WILD-TYPE    229    272    394
D56V10, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              23               229
  CLUS_2              27               272
  CLUS_3              32               394
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       26     14     18
  8Q LOSS WILD-TYPE    224    205    180
D56V11, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              26               224
  CLUS_2              14               205
  CLUS_3              18               180
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       12     13     33
  8Q LOSS WILD-TYPE    133    164    312
D56V12, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              12               133
  CLUS_2              13               164
  CLUS_3              33               312

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     31     18     33      9      6
  9P LOSS WILD-TYPE     14     26     66     65     91     39     11     34
D57V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       22     42    103
  9P LOSS WILD-TYPE    100     83    163
D57V2, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              22               100
  CLUS_2              42                83
  CLUS_3             103               163
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P LOSS MUTATED       36    143     16     93      9
  9P LOSS WILD-TYPE    335    115     81    143     36
D57V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P LOSS MUTATED       42     16     39     69     10     16
  9P LOSS WILD-TYPE     74    139     69     70     45     96
D57V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       66     37     31
  9P LOSS WILD-TYPE     81     96     86
D57V5, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              66                81
  CLUS_2              37                96
  CLUS_3              31                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       56     31     47
  9P LOSS WILD-TYPE    105     79     79
D57V6, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              56               105
  CLUS_2              31                79
  CLUS_3              47                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       91     22    182
  9P LOSS WILD-TYPE    182    164    360
D57V7, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              91               182
  CLUS_2              22               164
  CLUS_3             182               360
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       76    165     54
  9P LOSS WILD-TYPE    157    274    275
D57V8, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              76               157
  CLUS_2             165               274
  CLUS_3              54               275
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED      133     44    110
  9P LOSS WILD-TYPE    265    243    182
D57V9, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1             133               265
  CLUS_2              44               243
  CLUS_3             110               182
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       97    111     79
  9P LOSS WILD-TYPE    155    188    347
D57V10, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              97               155
  CLUS_2             111               188
  CLUS_3              79               347
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       72     35     78
  9P LOSS WILD-TYPE    178    184    120
D57V11, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              72               178
  CLUS_2              35               184
  CLUS_3              78               120
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       48     29    108
  9P LOSS WILD-TYPE     97    148    237
D57V12, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              48                97
  CLUS_2              29               148
  CLUS_3             108               237

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      8      4
  9Q LOSS WILD-TYPE     14     31     77     55     90     49     12     36
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       33    111     16     97     12
  9Q LOSS WILD-TYPE    338    147     81    139     33
D58V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q LOSS MUTATED       50     15     30     58      5     18
  9Q LOSS WILD-TYPE     66    140     78     81     50     94
D58V4, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       66     29     23
  9Q LOSS WILD-TYPE     81    104     94
D58V5, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              66                81
  CLUS_2              29               104
  CLUS_3              23                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       42     22     54
  9Q LOSS WILD-TYPE    119     88     72
D58V6, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              42               119
  CLUS_2              22                88
  CLUS_3              54                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED      103     15    149
  9Q LOSS WILD-TYPE    170    171    393
D58V7, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1             103               170
  CLUS_2              15               171
  CLUS_3             149               393
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       87    137     43
  9Q LOSS WILD-TYPE    146    302    286
D58V8, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              87               146
  CLUS_2             137               302
  CLUS_3              43               286
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED      101     38    117
  9Q LOSS WILD-TYPE    297    249    175
D58V9, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1             101               297
  CLUS_2              38               249
  CLUS_3             117               175
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED      106     88     62
  9Q LOSS WILD-TYPE    146    211    364
D58V10, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1             106               146
  CLUS_2              88               211
  CLUS_3              62               364
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       54     33     78
  9Q LOSS WILD-TYPE    196    186    120
D58V11, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              54               196
  CLUS_2              33               186
  CLUS_3              78               120
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       56     24     85
  9Q LOSS WILD-TYPE     89    153    260
D58V12, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              56                89
  CLUS_2              24               153
  CLUS_3              85               260

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     15     13     15      3      2
  10P LOSS WILD-TYPE     17     31     94     81     96     57     17     38
D59V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       12     20     50
  10P LOSS WILD-TYPE    110    105    216
D59V2, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               12                110
  CLUS_2               20                105
  CLUS_3               50                216
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P LOSS MUTATED       30     53     20     49     10
  10P LOSS WILD-TYPE    341    205     77    187     35
D59V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P LOSS MUTATED       31     19     20     30      8      7
  10P LOSS WILD-TYPE     85    136     88    109     47    105
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
  10P LOSS MUTATED       54     13     93
  10P LOSS WILD-TYPE    219    173    449
D59V7, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               54                219
  CLUS_2               13                173
  CLUS_3               93                449
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       42     84     34
  10P LOSS WILD-TYPE    191    355    295
D59V8, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               42                191
  CLUS_2               84                355
  CLUS_3               34                295
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       67     37     53
  10P LOSS WILD-TYPE    331    250    239
D59V9, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               67                331
  CLUS_2               37                250
  CLUS_3               53                239
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       51     57     49
  10P LOSS WILD-TYPE    201    242    377
D59V10, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               51                201
  CLUS_2               57                242
  CLUS_3               49                377
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       43     26     36
  10P LOSS WILD-TYPE    207    193    162
D59V11, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               43                207
  CLUS_2               26                193
  CLUS_3               36                162
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       28     23     54
  10P LOSS WILD-TYPE    117    154    291
D59V12, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               28                117
  CLUS_2               23                154
  CLUS_3               54                291

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       31     69     21     79     14
  10Q LOSS WILD-TYPE    340    189     76    157     31
D60V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q LOSS MUTATED       49     18     28     42      8      9
  10Q LOSS WILD-TYPE     67    137     80     97     47    103
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
  10Q LOSS MUTATED       84     14    114
  10Q LOSS WILD-TYPE    189    172    428
D60V7, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               84                189
  CLUS_2               14                172
  CLUS_3              114                428
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       71    103     38
  10Q LOSS WILD-TYPE    162    336    291
D60V8, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               71                162
  CLUS_2              103                336
  CLUS_3               38                291
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       77     44     86
  10Q LOSS WILD-TYPE    321    243    206
D60V9, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               77                321
  CLUS_2               44                243
  CLUS_3               86                206
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       80     68     59
  10Q LOSS WILD-TYPE    172    231    367
D60V10, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               80                172
  CLUS_2               68                231
  CLUS_3               59                367
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       50     33     61
  10Q LOSS WILD-TYPE    200    186    137
D60V11, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               50                200
  CLUS_2               33                186
  CLUS_3               61                137
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       48     32     64
  10Q LOSS WILD-TYPE     97    145    281
D60V12, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               48                 97
  CLUS_2               32                145
  CLUS_3               64                281

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     40     31     18     28      5      7
  11P LOSS WILD-TYPE     19     26     79     65     91     44     15     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       32    102     28     89      8
  11P LOSS WILD-TYPE    339    156     69    147     37
D61V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P LOSS MUTATED       43     17     35     50     10     16
  11P LOSS WILD-TYPE     73    138     73     89     45     96
D61V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       56     31     27
  11P LOSS WILD-TYPE     91    102     90
D61V5, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               56                 91
  CLUS_2               31                102
  CLUS_3               27                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       38     26     50
  11P LOSS WILD-TYPE    123     84     76
D61V6, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               38                123
  CLUS_2               26                 84
  CLUS_3               50                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       93     22    144
  11P LOSS WILD-TYPE    180    164    398
D61V7, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               93                180
  CLUS_2               22                164
  CLUS_3              144                398
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       78    131     50
  11P LOSS WILD-TYPE    155    308    279
D61V8, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               78                155
  CLUS_2              131                308
  CLUS_3               50                279
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       94     50    102
  11P LOSS WILD-TYPE    304    237    190
D61V9, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               94                304
  CLUS_2               50                237
  CLUS_3              102                190
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       86     88     72
  11P LOSS WILD-TYPE    166    211    354
D61V10, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               86                166
  CLUS_2               88                211
  CLUS_3               72                354
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       60     32     71
  11P LOSS WILD-TYPE    190    187    127
D61V11, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               60                190
  CLUS_2               32                187
  CLUS_3               71                127
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       50     27     86
  11P LOSS WILD-TYPE     95    150    259
D61V12, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               50                 95
  CLUS_2               27                150
  CLUS_3               86                259

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     28     26     28      6     15
  11Q LOSS WILD-TYPE     16     20     55     68     83     44     14     25
D62V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       40     39    109
  11Q LOSS WILD-TYPE     82     86    157
D62V2, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               40                 82
  CLUS_2               39                 86
  CLUS_3              109                157
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q LOSS MUTATED       60    160     36     84     10
  11Q LOSS WILD-TYPE    311     98     61    152     35
D62V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q LOSS MUTATED       39     38     49     73     14     22
  11Q LOSS WILD-TYPE     77    117     59     66     41     90
D62V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       58     49     41
  11Q LOSS WILD-TYPE     89     84     76
D62V5, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               58                 89
  CLUS_2               49                 84
  CLUS_3               41                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       60     41     47
  11Q LOSS WILD-TYPE    101     69     79
D62V6, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               60                101
  CLUS_2               41                 69
  CLUS_3               47                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       86     47    216
  11Q LOSS WILD-TYPE    187    139    326
D62V7, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               86                187
  CLUS_2               47                139
  CLUS_3              216                326
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       72    178     99
  11Q LOSS WILD-TYPE    161    261    230
D62V8, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               72                161
  CLUS_2              178                261
  CLUS_3               99                230
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED      143     89    105
  11Q LOSS WILD-TYPE    255    198    187
D62V9, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1              143                255
  CLUS_2               89                198
  CLUS_3              105                187
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       83    136    118
  11Q LOSS WILD-TYPE    169    163    308
D62V10, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               83                169
  CLUS_2              136                163
  CLUS_3              118                308
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       93     60     65
  11Q LOSS WILD-TYPE    157    159    133
D62V11, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               93                157
  CLUS_2               60                159
  CLUS_3               65                133
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       46     48    124
  11Q LOSS WILD-TYPE     99    129    221
D62V12, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               46                 99
  CLUS_2               48                129
  CLUS_3              124                221

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      7     12     26      8     12      4      3
  12P LOSS WILD-TYPE     18     29    107     70    101     60     16     37
D63V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       11     31     33
  12P LOSS WILD-TYPE    111     94    233
D63V2, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               11                111
  CLUS_2               31                 94
  CLUS_3               33                233
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P LOSS MUTATED       33     38     12     60      1
  12P LOSS WILD-TYPE    338    220     85    176     44
D63V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P LOSS MUTATED       38     12     13     17      7     10
  12P LOSS WILD-TYPE     78    143     95    122     48    102
D63V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       34     14     16
  12P LOSS WILD-TYPE    113    119    101
D63V5, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               34                113
  CLUS_2               14                119
  CLUS_3               16                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       21     13     30
  12P LOSS WILD-TYPE    140     97     96
D63V6, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               21                140
  CLUS_2               13                 97
  CLUS_3               30                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       72     16     55
  12P LOSS WILD-TYPE    201    170    487
D63V7, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               72                201
  CLUS_2               16                170
  CLUS_3               55                487
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       59     53     31
  12P LOSS WILD-TYPE    174    386    298
D63V8, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               59                174
  CLUS_2               53                386
  CLUS_3               31                298
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       47     22     70
  12P LOSS WILD-TYPE    351    265    222
D63V9, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               47                351
  CLUS_2               22                265
  CLUS_3               70                222
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       63     42     34
  12P LOSS WILD-TYPE    189    257    392
D63V10, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               63                189
  CLUS_2               42                257
  CLUS_3               34                392
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       28     17     49
  12P LOSS WILD-TYPE    222    202    149
D63V11, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               28                222
  CLUS_2               17                202
  CLUS_3               49                149
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       35     15     44
  12P LOSS WILD-TYPE    110    162    301
D63V12, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               35                110
  CLUS_2               15                162
  CLUS_3               44                301

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      4      7     32      5      7      2      3
  12Q LOSS WILD-TYPE     19     32    112     64    104     65     18     37
D64V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        8     35     19
  12Q LOSS WILD-TYPE    114     90    247
D64V2, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                8                114
  CLUS_2               35                 90
  CLUS_3               19                247
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q LOSS MUTATED       24     21     11     66      2
  12Q LOSS WILD-TYPE    347    237     86    170     43
D64V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q LOSS MUTATED       47      5     13     12      2      8
  12Q LOSS WILD-TYPE     69    150     95    127     53    104
D64V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       32      9      9
  12Q LOSS WILD-TYPE    115    124    108
D64V5, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               32                115
  CLUS_2                9                124
  CLUS_3                9                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       13      6     31
  12Q LOSS WILD-TYPE    148    104     95
D64V6, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               13                148
  CLUS_2                6                104
  CLUS_3               31                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       77     12     34
  12Q LOSS WILD-TYPE    196    174    508
D64V7, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               77                196
  CLUS_2               12                174
  CLUS_3               34                508
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       69     32     22
  12Q LOSS WILD-TYPE    164    407    307
D64V8, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               69                164
  CLUS_2               32                407
  CLUS_3               22                307
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       26     18     74
  12Q LOSS WILD-TYPE    372    269    218
D64V9, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               26                372
  CLUS_2               18                269
  CLUS_3               74                218
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       69     24     25
  12Q LOSS WILD-TYPE    183    275    401
D64V10, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               69                183
  CLUS_2               24                275
  CLUS_3               25                401
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       19     13     58
  12Q LOSS WILD-TYPE    231    206    140
D64V11, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               19                231
  CLUS_2               13                206
  CLUS_3               58                140
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       46     12     32
  12Q LOSS WILD-TYPE     99    165    313
D64V12, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               46                 99
  CLUS_2               12                165
  CLUS_3               32                313

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       70    141     52    119     26
  13Q LOSS WILD-TYPE    301    117     45    117     19
D65V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q LOSS MUTATED       68     43     52     64     11     35
  13Q LOSS WILD-TYPE     48    112     56     75     44     77
D65V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       69     51     51
  13Q LOSS WILD-TYPE     78     82     66
D65V5, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               69                 78
  CLUS_2               51                 82
  CLUS_3               51                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       65     44     62
  13Q LOSS WILD-TYPE     96     66     64
D65V6, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               65                 96
  CLUS_2               44                 66
  CLUS_3               62                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED      141     45    219
  13Q LOSS WILD-TYPE    132    141    323
D65V7, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1              141                132
  CLUS_2               45                141
  CLUS_3              219                323
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED      124    189     92
  13Q LOSS WILD-TYPE    109    250    237
D65V8, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1              124                109
  CLUS_2              189                250
  CLUS_3               92                237
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED      169     81    150
  13Q LOSS WILD-TYPE    229    206    142
D65V9, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1              169                229
  CLUS_2               81                206
  CLUS_3              150                142
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED      135    129    136
  13Q LOSS WILD-TYPE    117    170    290
D65V10, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1              135                117
  CLUS_2              129                170
  CLUS_3              136                290
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       89     63    108
  13Q LOSS WILD-TYPE    161    156     90
D65V11, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               89                161
  CLUS_2               63                156
  CLUS_3              108                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       77     55    128
  13Q LOSS WILD-TYPE     68    122    217
D65V12, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               77                 68
  CLUS_2               55                122
  CLUS_3              128                217

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       32     53     19    127      9
  14Q LOSS WILD-TYPE    339    205     78    109     36
D66V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q LOSS MUTATED       68     13     28     31      7     20
  14Q LOSS WILD-TYPE     48    142     80    108     48     92
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
  14Q LOSS MUTATED      125     17     97
  14Q LOSS WILD-TYPE    148    169    445
D66V7, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1              125                148
  CLUS_2               17                169
  CLUS_3               97                445
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED      115     85     39
  14Q LOSS WILD-TYPE    118    354    290
D66V8, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1              115                118
  CLUS_2               85                354
  CLUS_3               39                290
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       63     38    130
  14Q LOSS WILD-TYPE    335    249    162
D66V9, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               63                335
  CLUS_2               38                249
  CLUS_3              130                162
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED      121     53     57
  14Q LOSS WILD-TYPE    131    246    369
D66V10, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1              121                131
  CLUS_2               53                246
  CLUS_3               57                369
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       44     29     96
  14Q LOSS WILD-TYPE    206    190    102
D66V11, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               44                206
  CLUS_2               29                190
  CLUS_3               96                102
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       77     28     64
  14Q LOSS WILD-TYPE     68    149    281
D66V12, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               77                 68
  CLUS_2               28                149
  CLUS_3               64                281

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       37     78     47    126     14
  15Q LOSS WILD-TYPE    334    180     50    110     31
D67V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q LOSS MUTATED       66     24     35     48     10     22
  15Q LOSS WILD-TYPE     50    131     73     91     45     90
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
  15Q LOSS MUTATED      126     21    153
  15Q LOSS WILD-TYPE    147    165    389
D67V7, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1              126                147
  CLUS_2               21                165
  CLUS_3              153                389
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED      106    140     54
  15Q LOSS WILD-TYPE    127    299    275
D67V8, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1              106                127
  CLUS_2              140                299
  CLUS_3               54                275
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED      109     46    133
  15Q LOSS WILD-TYPE    289    241    159
D67V9, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1              109                289
  CLUS_2               46                241
  CLUS_3              133                159
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED      121     79     88
  15Q LOSS WILD-TYPE    131    220    338
D67V10, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1              121                131
  CLUS_2               79                220
  CLUS_3               88                338
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       72     33     88
  15Q LOSS WILD-TYPE    178    186    110
D67V11, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               72                178
  CLUS_2               33                186
  CLUS_3               88                110
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       69     29     95
  15Q LOSS WILD-TYPE     76    148    250
D67V12, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               69                 76
  CLUS_2               29                148
  CLUS_3               95                250

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     16     22     12     14      3      6
  16P LOSS WILD-TYPE     20     33    103     74     97     58     17     34
D68V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       14     25     38
  16P LOSS WILD-TYPE    108    100    228
D68V2, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               14                108
  CLUS_2               25                100
  CLUS_3               38                228
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P LOSS MUTATED       44     36     11     59      6
  16P LOSS WILD-TYPE    327    222     86    177     39
D68V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P LOSS MUTATED       27     19     19     14      5     21
  16P LOSS WILD-TYPE     89    136     89    125     50     91
D68V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       32     16     11
  16P LOSS WILD-TYPE    115    117    106
D68V5, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               32                115
  CLUS_2               16                117
  CLUS_3               11                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       23     10     26
  16P LOSS WILD-TYPE    138    100    100
D68V6, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               23                138
  CLUS_2               10                100
  CLUS_3               26                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       58     23     73
  16P LOSS WILD-TYPE    215    163    469
D68V7, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               58                215
  CLUS_2               23                163
  CLUS_3               73                469
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       51     57     46
  16P LOSS WILD-TYPE    182    382    283
D68V8, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               51                182
  CLUS_2               57                382
  CLUS_3               46                283
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       47     39     68
  16P LOSS WILD-TYPE    351    248    224
D68V9, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               47                351
  CLUS_2               39                248
  CLUS_3               68                224
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       58     40     56
  16P LOSS WILD-TYPE    194    259    370
D68V10, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               58                194
  CLUS_2               40                259
  CLUS_3               56                370
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       27     32     51
  16P LOSS WILD-TYPE    223    187    147
D68V11, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               27                223
  CLUS_2               32                187
  CLUS_3               51                147
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       35     28     47
  16P LOSS WILD-TYPE    110    149    298
D68V12, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               35                110
  CLUS_2               28                149
  CLUS_3               47                298

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     40     12     31
  16Q LOSS WILD-TYPE      9     15     57     68     27     32      8      9
D69V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       79     38    171
  16Q LOSS WILD-TYPE     43     87     95
D69V2, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               79                 43
  CLUS_2               38                 87
  CLUS_3              171                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q LOSS MUTATED      224    140     76     93     28
  16Q LOSS WILD-TYPE    147    118     21    143     17
D69V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q LOSS MUTATED       42    119     74     64     26     54
  16Q LOSS WILD-TYPE     74     36     34     75     29     58
D69V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       59     86     68
  16Q LOSS WILD-TYPE     88     47     49
D69V5, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               59                 88
  CLUS_2               86                 47
  CLUS_3               68                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED      105     64     44
  16Q LOSS WILD-TYPE     56     46     82
D69V6, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1              105                 56
  CLUS_2               64                 46
  CLUS_3               44                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       94    126    338
  16Q LOSS WILD-TYPE    179     60    204
D69V7, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               94                179
  CLUS_2              126                 60
  CLUS_3              338                204
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       75    259    224
  16Q LOSS WILD-TYPE    158    180    105
D69V8, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               75                158
  CLUS_2              259                180
  CLUS_3              224                105
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED      245    190    110
  16Q LOSS WILD-TYPE    153     97    182
D69V9, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1              245                153
  CLUS_2              190                 97
  CLUS_3              110                182
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       95    148    302
  16Q LOSS WILD-TYPE    157    151    124
D69V10, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               95                157
  CLUS_2              148                151
  CLUS_3              302                124
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED      144    148     77
  16Q LOSS WILD-TYPE    106     71    121
D69V11, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1              144                106
  CLUS_2              148                 71
  CLUS_3               77                121
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       52    116    201
  16Q LOSS WILD-TYPE     93     61    144
D69V12, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               52                 93
  CLUS_2              116                 61
  CLUS_3              201                144

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     68     61     30     56     11     21
  17P LOSS WILD-TYPE      8     13     51     35     79     16      9     19
D70V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       63     81    139
  17P LOSS WILD-TYPE     59     44    127
D70V2, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               63                 59
  CLUS_2               81                 44
  CLUS_3              139                127
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P LOSS MUTATED      129    168     47    174     22
  17P LOSS WILD-TYPE    242     90     50     62     23
D70V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P LOSS MUTATED       73     62     62     89     26     41
  17P LOSS WILD-TYPE     43     93     46     50     29     71
D70V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED      106     56     59
  17P LOSS WILD-TYPE     41     77     58
D70V5, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1              106                 41
  CLUS_2               56                 77
  CLUS_3               59                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       84     50     87
  17P LOSS WILD-TYPE     77     60     39
D70V6, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               84                 77
  CLUS_2               50                 60
  CLUS_3               87                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED      179     83    275
  17P LOSS WILD-TYPE     94    103    267
D70V7, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1              179                 94
  CLUS_2               83                103
  CLUS_3              275                267
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED      148    235    154
  17P LOSS WILD-TYPE     85    204    175
D70V8, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1              148                 85
  CLUS_2              235                204
  CLUS_3              154                175
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED      201    127    196
  17P LOSS WILD-TYPE    197    160     96
D70V9, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1              201                197
  CLUS_2              127                160
  CLUS_3              196                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED      163    159    202
  17P LOSS WILD-TYPE     89    140    224
D70V10, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1              163                 89
  CLUS_2              159                140
  CLUS_3              202                224
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED      129     93    130
  17P LOSS WILD-TYPE    121    126     68
D70V11, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1              129                121
  CLUS_2               93                126
  CLUS_3              130                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       89     82    181
  17P LOSS WILD-TYPE     56     95    164
D70V12, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               89                 56
  CLUS_2               82                 95
  CLUS_3              181                164

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     51     13     34      4     12
  17Q LOSS WILD-TYPE     17     32     97     45     96     38     16     28
D71V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       24     65     55
  17Q LOSS WILD-TYPE     98     60    211
D71V2, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               24                 98
  CLUS_2               65                 60
  CLUS_3               55                211
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q LOSS MUTATED       50     57     25    117      6
  17Q LOSS WILD-TYPE    321    201     72    119     39
D71V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q LOSS MUTATED       58     13     17     31      5     27
  17Q LOSS WILD-TYPE     58    142     91    108     50     85
D71V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       70     17     32
  17Q LOSS WILD-TYPE     77    116     85
D71V5, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               70                 77
  CLUS_2               17                116
  CLUS_3               32                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       27     26     66
  17Q LOSS WILD-TYPE    134     84     60
D71V6, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               27                134
  CLUS_2               26                 84
  CLUS_3               66                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED      125     31     96
  17Q LOSS WILD-TYPE    148    155    446
D71V7, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1              125                148
  CLUS_2               31                155
  CLUS_3               96                446
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED      111     82     59
  17Q LOSS WILD-TYPE    122    357    270
D71V8, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1              111                122
  CLUS_2               82                357
  CLUS_3               59                270
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       76     50    122
  17Q LOSS WILD-TYPE    322    237    170
D71V9, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               76                322
  CLUS_2               50                237
  CLUS_3              122                170
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED      114     65     69
  17Q LOSS WILD-TYPE    138    234    357
D71V10, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1              114                138
  CLUS_2               65                234
  CLUS_3               69                357
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       50     35     81
  17Q LOSS WILD-TYPE    200    184    117
D71V11, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               50                200
  CLUS_2               35                184
  CLUS_3               81                117
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       61     28     77
  17Q LOSS WILD-TYPE     84    149    268
D71V12, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               61                 84
  CLUS_2               28                149
  CLUS_3               77                268

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       58    105     41     88     10
  18P LOSS WILD-TYPE    313    153     56    148     35
D72V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P LOSS MUTATED       33     25     48     58     12     27
  18P LOSS WILD-TYPE     83    130     60     81     43     85
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
  18P LOSS MUTATED       94     38    168
  18P LOSS WILD-TYPE    179    148    374
D72V7, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               94                179
  CLUS_2               38                148
  CLUS_3              168                374
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       71    148     81
  18P LOSS WILD-TYPE    162    291    248
D72V8, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               71                162
  CLUS_2              148                291
  CLUS_3               81                248
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED      128     66    103
  18P LOSS WILD-TYPE    270    221    189
D72V9, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1              128                270
  CLUS_2               66                221
  CLUS_3              103                189
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       83    107    107
  18P LOSS WILD-TYPE    169    192    319
D72V10, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               83                169
  CLUS_2              107                192
  CLUS_3              107                319
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       80     44     71
  18P LOSS WILD-TYPE    170    175    127
D72V11, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               80                170
  CLUS_2               44                175
  CLUS_3               71                127
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       46     43    106
  18P LOSS WILD-TYPE     99    134    239
D72V12, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               46                 99
  CLUS_2               43                134
  CLUS_3              106                239

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       54    105     42     93      9
  18Q LOSS WILD-TYPE    317    153     55    143     36
D73V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q LOSS MUTATED       40     25     49     60     11     24
  18Q LOSS WILD-TYPE     76    130     59     79     44     88
D73V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       55     35     27
  18Q LOSS WILD-TYPE     92     98     90
D73V5, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               55                 92
  CLUS_2               35                 98
  CLUS_3               27                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       49     26     42
  18Q LOSS WILD-TYPE    112     84     84
D73V6, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               49                112
  CLUS_2               26                 84
  CLUS_3               42                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       98     35    167
  18Q LOSS WILD-TYPE    175    151    375
D73V7, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               98                175
  CLUS_2               35                151
  CLUS_3              167                375
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       76    146     78
  18Q LOSS WILD-TYPE    157    293    251
D73V8, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               76                157
  CLUS_2              146                293
  CLUS_3               78                251
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED      125     64    106
  18Q LOSS WILD-TYPE    273    223    186
D73V9, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1              125                273
  CLUS_2               64                223
  CLUS_3              106                186
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       94     98    103
  18Q LOSS WILD-TYPE    158    201    323
D73V10, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               94                158
  CLUS_2               98                201
  CLUS_3              103                323
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       78     42     81
  18Q LOSS WILD-TYPE    172    177    117
D73V11, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               78                172
  CLUS_2               42                177
  CLUS_3               81                117
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       53     44    104
  18Q LOSS WILD-TYPE     92    133    241
D73V12, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               53                 92
  CLUS_2               44                133
  CLUS_3              104                241

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       17     85      9     60      8
  19P LOSS WILD-TYPE    354    173     88    176     37
D74V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P LOSS MUTATED       31      5     16     47      4     13
  19P LOSS WILD-TYPE     85    150     92     92     51     99
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
  19P LOSS MUTATED       69     10     99
  19P LOSS WILD-TYPE    204    176    443
D74V7, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               69                204
  CLUS_2               10                176
  CLUS_3               99                443
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       52    104     22
  19P LOSS WILD-TYPE    181    335    307
D74V8, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               52                181
  CLUS_2              104                335
  CLUS_3               22                307
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       71     19     81
  19P LOSS WILD-TYPE    327    268    211
D74V9, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               71                327
  CLUS_2               19                268
  CLUS_3               81                211
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       62     75     34
  19P LOSS WILD-TYPE    190    224    392
D74V10, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               62                190
  CLUS_2               75                224
  CLUS_3               34                392
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       41     15     58
  19P LOSS WILD-TYPE    209    204    140
D74V11, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               41                209
  CLUS_2               15                204
  CLUS_3               58                140
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       40     16     58
  19P LOSS WILD-TYPE    105    161    287
D74V12, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               40                105
  CLUS_2               16                161
  CLUS_3               58                287

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       16     77      5     45      9
  19Q LOSS WILD-TYPE    355    181     92    191     36
D75V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q LOSS MUTATED       24      4     17     37      2     16
  19Q LOSS WILD-TYPE     92    151     91    102     53     96
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
  19Q LOSS MUTATED       58      7     87
  19Q LOSS WILD-TYPE    215    179    455
D75V7, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               58                215
  CLUS_2                7                179
  CLUS_3               87                455
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       46     92     14
  19Q LOSS WILD-TYPE    187    347    315
D75V8, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               46                187
  CLUS_2               92                347
  CLUS_3               14                315
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       62     17     68
  19Q LOSS WILD-TYPE    336    270    224
D75V9, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               62                336
  CLUS_2               17                270
  CLUS_3               68                224
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       49     67     31
  19Q LOSS WILD-TYPE    203    232    395
D75V10, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               49                203
  CLUS_2               67                232
  CLUS_3               31                395
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       36     13     47
  19Q LOSS WILD-TYPE    214    206    151
D75V11, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               36                214
  CLUS_2               13                206
  CLUS_3               47                151
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       32     14     50
  19Q LOSS WILD-TYPE    113    163    295
D75V12, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               32                113
  CLUS_2               14                163
  CLUS_3               50                295

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      8      1      0
  20P LOSS WILD-TYPE     20     34    109     80    107     64     19     40
D76V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        3     19     18
  20P LOSS WILD-TYPE    119    106    248
D76V2, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                3                119
  CLUS_2               19                106
  CLUS_3               18                248
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P LOSS MUTATED        9     26      5     45      3
  20P LOSS WILD-TYPE    362    232     92    191     42
D76V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P LOSS MUTATED       32      5      9     11      3      3
  20P LOSS WILD-TYPE     84    150     99    128     52    109
D76V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       15      6      9
  20P LOSS WILD-TYPE    132    127    108
D76V5, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               15                132
  CLUS_2                6                127
  CLUS_3                9                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        9      7     14
  20P LOSS WILD-TYPE    152    103    112
D76V6, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                9                152
  CLUS_2                7                103
  CLUS_3               14                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       51      3     34
  20P LOSS WILD-TYPE    222    183    508
D76V7, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               51                222
  CLUS_2                3                183
  CLUS_3               34                508
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       45     35      8
  20P LOSS WILD-TYPE    188    404    321
D76V8, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               45                188
  CLUS_2               35                404
  CLUS_3                8                321
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       20     10     52
  20P LOSS WILD-TYPE    378    277    240
D76V9, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               20                378
  CLUS_2               10                277
  CLUS_3               52                240
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       43     27     12
  20P LOSS WILD-TYPE    209    272    414
D76V10, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               43                209
  CLUS_2               27                272
  CLUS_3               12                414
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       10      9     37
  20P LOSS WILD-TYPE    240    210    161
D76V11, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               10                240
  CLUS_2                9                210
  CLUS_3               37                161
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       32      8     16
  20P LOSS WILD-TYPE    113    169    329
D76V12, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               32                113
  CLUS_2                8                169
  CLUS_3               16                329

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      5      0      0
  20Q LOSS WILD-TYPE     20     34    116     85    108     67     20     40
D77V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        2     12      9
  20Q LOSS WILD-TYPE    120    113    257
D77V2, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                2                120
  CLUS_2               12                113
  CLUS_3                9                257
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q LOSS MUTATED        4     12      4     29      2
  20Q LOSS WILD-TYPE    367    246     93    207     43
D77V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20Q LOSS MUTATED       22      3      2      5      1      3
  20Q LOSS WILD-TYPE     94    152    106    134     54    109
D77V4, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        9      4      2
  20Q LOSS WILD-TYPE    138    129    115
D77V5, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                9                138
  CLUS_2                4                129
  CLUS_3                2                115
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        5      1      9
  20Q LOSS WILD-TYPE    156    109    117
D77V6, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                5                156
  CLUS_2                1                109
  CLUS_3                9                117
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED       33      3     15
  20Q LOSS WILD-TYPE    240    183    527
D77V7, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1               33                240
  CLUS_2                3                183
  CLUS_3               15                527
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED       31     14      6
  20Q LOSS WILD-TYPE    202    425    323
D77V8, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1               31                202
  CLUS_2               14                425
  CLUS_3                6                323
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        8      8     32
  20Q LOSS WILD-TYPE    390    279    260
D77V9, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                8                390
  CLUS_2                8                279
  CLUS_3               32                260
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED       31      7     10
  20Q LOSS WILD-TYPE    221    292    416
D77V10, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1               31                221
  CLUS_2                7                292
  CLUS_3               10                416
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        2      7     25
  20Q LOSS WILD-TYPE    248    212    173
D77V11, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                2                248
  CLUS_2                7                212
  CLUS_3               25                173
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED       23      6      5
  20Q LOSS WILD-TYPE    122    171    340
D77V12, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1               23                122
  CLUS_2                6                171
  CLUS_3                5                340

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     71     18     48     10
  21Q LOSS WILD-TYPE    352    187     79    188     35
D78V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q LOSS MUTATED       21     17     19     37      4     11
  21Q LOSS WILD-TYPE     95    138     89    102     51    101
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
  21Q LOSS MUTATED       47     19     98
  21Q LOSS WILD-TYPE    226    167    444
D78V7, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               47                226
  CLUS_2               19                167
  CLUS_3               98                444
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       38     90     36
  21Q LOSS WILD-TYPE    195    349    293
D78V8, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               38                195
  CLUS_2               90                349
  CLUS_3               36                293
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       67     30     61
  21Q LOSS WILD-TYPE    331    257    231
D78V9, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               67                331
  CLUS_2               30                257
  CLUS_3               61                231
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       44     60     54
  21Q LOSS WILD-TYPE    208    239    372
D78V10, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               44                208
  CLUS_2               60                239
  CLUS_3               54                372
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       42     22     37
  21Q LOSS WILD-TYPE    208    197    161
D78V11, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               42                208
  CLUS_2               22                197
  CLUS_3               37                161
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       27     18     56
  21Q LOSS WILD-TYPE    118    159    289
D78V12, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               27                118
  CLUS_2               18                159
  CLUS_3               56                289

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      121    141     66    102     24
  22Q LOSS WILD-TYPE    250    117     31    134     21
D79V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q LOSS MUTATED       51     60     52     87     17     38
  22Q LOSS WILD-TYPE     65     95     56     52     38     74
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
  22Q LOSS MUTATED       97     76    279
  22Q LOSS WILD-TYPE    176    110    263
D79V7, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               97                176
  CLUS_2               76                110
  CLUS_3              279                263
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       81    220    151
  22Q LOSS WILD-TYPE    152    219    178
D79V8, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               81                152
  CLUS_2              220                219
  CLUS_3              151                178
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED      196    121    119
  22Q LOSS WILD-TYPE    202    166    173
D79V9, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1              196                202
  CLUS_2              121                166
  CLUS_3              119                173
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       98    143    195
  22Q LOSS WILD-TYPE    154    156    231
D79V10, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               98                154
  CLUS_2              143                156
  CLUS_3              195                231
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED      118     94     82
  22Q LOSS WILD-TYPE    132    125    116
D79V11, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1              118                132
  CLUS_2               94                125
  CLUS_3               82                116
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       53     79    162
  22Q LOSS WILD-TYPE     92     98    183
D79V12, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               53                 92
  CLUS_2               79                 98
  CLUS_3              162                183

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       24     62     14     62      6
  XQ LOSS WILD-TYPE    347    196     83    174     39
D80V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ LOSS MUTATED       26     15     24     34      6      6
  XQ LOSS WILD-TYPE     90    140     84    105     49    106
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
  XQ LOSS MUTATED       56     14     98
  XQ LOSS WILD-TYPE    217    172    444
D80V7, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              56               217
  CLUS_2              14               172
  CLUS_3              98               444
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       47     90     31
  XQ LOSS WILD-TYPE    186    349    298
D80V8, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              47               186
  CLUS_2              90               349
  CLUS_3              31               298
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       77     25     62
  XQ LOSS WILD-TYPE    321    262    230
D80V9, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              77               321
  CLUS_2              25               262
  CLUS_3              62               230
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       45     70     49
  XQ LOSS WILD-TYPE    207    229    377
D80V10, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              45               207
  CLUS_2              70               229
  CLUS_3              49               377
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       42     22     37
  XQ LOSS WILD-TYPE    208    197    161
D80V11, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              42               208
  CLUS_2              22               197
  CLUS_3              37               161
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       27     23     51
  XQ LOSS WILD-TYPE    118    154    294
D80V12, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              27               118
  CLUS_2              23               154
  CLUS_3              51               294
> q(save="no")
