
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/STAD-TP/6185518/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/STAD-TP/6185326/STAD-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=STAD-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=STAD-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/STAD-TP/6185326/STAD-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/STAD-TP/6185518/transformed.cor.cli.txt"

nPatients in clinical file=333, in cluster file=331, common to both=331
[1] "Reduce the number of clustering variables from 80 to 79."
[1]  79 331
[1] "1P GAIN MUTATION ANALYSIS"
[1] 3
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               37               294 
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               37               294 
[1] "1Q GAIN MUTATION ANALYSIS"
[1] 3
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               80               251 
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               80               251 
[1] "2P GAIN MUTATION ANALYSIS"
[1] 3
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               56               275 
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               56               275 
[1] "2Q GAIN MUTATION ANALYSIS"
[1] 3
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               49               282 
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               49               282 
[1] "3P GAIN MUTATION ANALYSIS"
[1] 3
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               38               293 
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               38               293 
[1] "3Q GAIN MUTATION ANALYSIS"
[1] 3
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               62               269 
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               62               269 
[1] "4P GAIN MUTATION ANALYSIS"
[1] 3
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               12               319 
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               12               319 
[1] "4Q GAIN MUTATION ANALYSIS"
[1] 3
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
                8               323 
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
                8               323 
[1] "5P GAIN MUTATION ANALYSIS"
[1] 3
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               73               258 
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               73               258 
[1] "5Q GAIN MUTATION ANALYSIS"
[1] 3
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               29               302 
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               29               302 
[1] "6P GAIN MUTATION ANALYSIS"
[1] 3
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
               59               272 
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
               59               272 
[1] "6Q GAIN MUTATION ANALYSIS"
[1] 3
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               49               282 
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               49               282 
[1] "7P GAIN MUTATION ANALYSIS"
[1] 3
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
              145               186 
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
              145               186 
[1] "7Q GAIN MUTATION ANALYSIS"
[1] 3
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
              124               207 
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
              124               207 
[1] "8P GAIN MUTATION ANALYSIS"
[1] 3
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
              140               191 
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
              140               191 
[1] "8Q GAIN MUTATION ANALYSIS"
[1] 3
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
              186               145 
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
              186               145 
[1] "9P GAIN MUTATION ANALYSIS"
[1] 3
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
               42               289 
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
               42               289 
[1] "9Q GAIN MUTATION ANALYSIS"
[1] 3
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
               52               279 
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
               52               279 
[1] "10P GAIN MUTATION ANALYSIS"
[1] 3
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                80                251 
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                80                251 
[1] "10Q GAIN MUTATION ANALYSIS"
[1] 3
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                55                276 
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                55                276 
[1] "11P GAIN MUTATION ANALYSIS"
[1] 3
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                35                296 
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                35                296 
[1] "11Q GAIN MUTATION ANALYSIS"
[1] 3
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                43                288 
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                43                288 
[1] "12P GAIN MUTATION ANALYSIS"
[1] 3
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                66                265 
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                66                265 
[1] "12Q GAIN MUTATION ANALYSIS"
[1] 3
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                58                273 
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                58                273 
[1] "13Q GAIN MUTATION ANALYSIS"
[1] 3
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
               111                220 
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
               111                220 
[1] "14Q GAIN MUTATION ANALYSIS"
[1] 3
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                19                312 
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                19                312 
[1] "15Q GAIN MUTATION ANALYSIS"
[1] 3
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                26                305 
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                26                305 
[1] "16P GAIN MUTATION ANALYSIS"
[1] 3
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                45                286 
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                45                286 
[1] "16Q GAIN MUTATION ANALYSIS"
[1] 3
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                34                297 
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                34                297 
[1] "17P GAIN MUTATION ANALYSIS"
[1] 3
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                21                310 
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                21                310 
[1] "17Q GAIN MUTATION ANALYSIS"
[1] 3
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                40                291 
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                40                291 
[1] "18P GAIN MUTATION ANALYSIS"
[1] 3
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                62                269 
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                62                269 
[1] "18Q GAIN MUTATION ANALYSIS"
[1] 3
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                43                288 
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                43                288 
[1] "19P GAIN MUTATION ANALYSIS"
[1] 3
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                41                290 
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                41                290 
[1] "19Q GAIN MUTATION ANALYSIS"
[1] 3
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                56                275 
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                56                275 
[1] "20P GAIN MUTATION ANALYSIS"
[1] 3
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
               182                149 
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
               182                149 
[1] "20Q GAIN MUTATION ANALYSIS"
[1] 3
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
               209                122 
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
               209                122 
[1] "21Q GAIN MUTATION ANALYSIS"
[1] 3
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                20                311 
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                20                311 
[1] "22Q GAIN MUTATION ANALYSIS"
[1] 3
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                26                305 
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                26                305 
[1] "XQ GAIN MUTATION ANALYSIS"
[1] 3
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               42               289 
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               42               289 
[1] "1P LOSS MUTATION ANALYSIS"
[1] 3
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               43               288 
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               43               288 
[1] "1Q LOSS MUTATION ANALYSIS"
[1] 3
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               20               311 
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               20               311 
[1] "2P LOSS MUTATION ANALYSIS"
[1] 3
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               18               313 
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               18               313 
[1] "2Q LOSS MUTATION ANALYSIS"
[1] 3
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               20               311 
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               20               311 
[1] "3P LOSS MUTATION ANALYSIS"
[1] 3
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               63               268 
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               63               268 
[1] "3Q LOSS MUTATION ANALYSIS"
[1] 3
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               38               293 
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               38               293 
[1] "4P LOSS MUTATION ANALYSIS"
[1] 3
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
              122               209 
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
              122               209 
[1] "4Q LOSS MUTATION ANALYSIS"
[1] 3
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
              121               210 
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
              121               210 
[1] "5P LOSS MUTATION ANALYSIS"
[1] 3
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               42               289 
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               42               289 
[1] "5Q LOSS MUTATION ANALYSIS"
[1] 3
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               72               259 
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               72               259 
[1] "6P LOSS MUTATION ANALYSIS"
[1] 3
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               36               295 
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               36               295 
[1] "6Q LOSS MUTATION ANALYSIS"
[1] 3
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               47               284 
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               47               284 
[1] "7P LOSS MUTATION ANALYSIS"
[1] 3
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
               11               320 
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
               11               320 
[1] "7Q LOSS MUTATION ANALYSIS"
[1] 3
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               21               310 
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               21               310 
[1] "8P LOSS MUTATION ANALYSIS"
[1] 3
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               57               274 
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               57               274 
[1] "8Q LOSS MUTATION ANALYSIS"
[1] 3
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               17               314 
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               17               314 
[1] "9P LOSS MUTATION ANALYSIS"
[1] 3
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
              103               228 
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
              103               228 
[1] "9Q LOSS MUTATION ANALYSIS"
[1] 3
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               72               259 
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               72               259 
[1] "10P LOSS MUTATION ANALYSIS"
[1] 3
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                38                293 
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                38                293 
[1] "10Q LOSS MUTATION ANALYSIS"
[1] 3
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                44                287 
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                44                287 
[1] "11P LOSS MUTATION ANALYSIS"
[1] 3
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                47                284 
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                47                284 
[1] "11Q LOSS MUTATION ANALYSIS"
[1] 3
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                43                288 
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                43                288 
[1] "12P LOSS MUTATION ANALYSIS"
[1] 3
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                45                286 
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                45                286 
[1] "12Q LOSS MUTATION ANALYSIS"
[1] 3
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                34                297 
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                34                297 
[1] "13Q LOSS MUTATION ANALYSIS"
[1] 3
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                30                301 
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                30                301 
[1] "14Q LOSS MUTATION ANALYSIS"
[1] 3
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                81                250 
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                81                250 
[1] "15Q LOSS MUTATION ANALYSIS"
[1] 3
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                67                264 
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                67                264 
[1] "16P LOSS MUTATION ANALYSIS"
[1] 3
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                70                261 
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                70                261 
[1] "16Q LOSS MUTATION ANALYSIS"
[1] 3
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                79                252 
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                79                252 
[1] "17P LOSS MUTATION ANALYSIS"
[1] 3
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
               115                216 
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
               115                216 
[1] "17Q LOSS MUTATION ANALYSIS"
[1] 3
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                54                277 
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                54                277 
[1] "18P LOSS MUTATION ANALYSIS"
[1] 3
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                92                239 
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                92                239 
[1] "18Q LOSS MUTATION ANALYSIS"
[1] 3
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
               116                215 
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
               116                215 
[1] "19P LOSS MUTATION ANALYSIS"
[1] 3
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                81                250 
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                81                250 
[1] "19Q LOSS MUTATION ANALYSIS"
[1] 3
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                62                269 
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                62                269 
[1] "20P LOSS MUTATION ANALYSIS"
[1] 3
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                16                315 
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                16                315 
[1] "21Q LOSS MUTATION ANALYSIS"
[1] 3
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
               120                211 
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
               120                211 
[1] "22Q LOSS MUTATION ANALYSIS"
[1] 3
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
               101                230 
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
               101                230 
[1] "XQ LOSS MUTATION ANALYSIS"
[1] 3
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               41               290 
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               41               290 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
 [1] "CN_CNMF"                     "METHLYATION_CNMF"           
 [3] "RPPA_CNMF"                   "RPPA_CHIERARCHICAL"         
 [5] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
 [7] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
 [9] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"

Input Data has 10 rows and 331 columns.

Variable 1:'CN_CNMF':	nDistinctValues=6,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'RPPA_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'RPPA_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MRNASEQ_CNMF':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MIRSEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 9:'MIRSEQ_MATURE_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 10:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
 [1] "CN_CNMF"                     "METHLYATION_CNMF"           
 [3] "RPPA_CNMF"                   "RPPA_CHIERARCHICAL"         
 [5] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
 [7] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
 [9] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 331 columns, 0 survival variables, and 10 non-survival variables.
CN_CNMF, nv=6, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=4, binary=FALSE, numeric=FALSE
RPPA_CNMF, nv=3, binary=FALSE, numeric=FALSE
RPPA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=5, 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
  1P GAIN MUTATED        3      4      7      2     21      0
  1P GAIN WILD-TYPE    148     23     48     11     61      3
D1V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED        1      8      5     12
  1P GAIN WILD-TYPE     36     72     60     64
D1V2, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               1                36
  CLUS_2               8                72
  CLUS_3               5                60
  CLUS_4              12                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       17      4      8
  1P GAIN WILD-TYPE     65     86     83
D1V3, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              17                65
  CLUS_2               4                86
  CLUS_3               8                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       15      7      7
  1P GAIN WILD-TYPE     91     39    104
D1V4, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              15                91
  CLUS_2               7                39
  CLUS_3               7               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P GAIN MUTATED        4      2      6      3     13
  1P GAIN WILD-TYPE     61     60     40     34     49
D1V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       10     11      7
  1P GAIN WILD-TYPE     59    102     83
D1V6, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              10                59
  CLUS_2              11               102
  CLUS_3               7                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        7      8     18
  1P GAIN WILD-TYPE     98     93     97
D1V7, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               7                98
  CLUS_2               8                93
  CLUS_3              18                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       11     12     10
  1P GAIN WILD-TYPE     91     69    128
D1V8, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              11                91
  CLUS_2              12                69
  CLUS_3              10               128
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        0     21      6
  1P GAIN WILD-TYPE     64    110     73
D1V9, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               0                64
  CLUS_2              21               110
  CLUS_3               6                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       11     11      5
  1P GAIN WILD-TYPE     53    118     76
D1V10, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              11                53
  CLUS_2              11               118
  CLUS_3               5                76

Clustering(2) Variable = 1Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q GAIN MUTATED       10     12     14      6     37      1
  1Q GAIN WILD-TYPE    141     15     41      7     45      2
D2V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED        5     21      9     29
  1Q GAIN WILD-TYPE     32     59     56     47
D2V2, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               5                32
  CLUS_2              21                59
  CLUS_3               9                56
  CLUS_4              29                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       27     14     23
  1Q GAIN WILD-TYPE     55     76     68
D2V3, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              27                55
  CLUS_2              14                76
  CLUS_3              23                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       32     11     21
  1Q GAIN WILD-TYPE     74     35     90
D2V4, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              32                74
  CLUS_2              11                35
  CLUS_3              21                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q GAIN MUTATED       11      7      9      9     30
  1Q GAIN WILD-TYPE     54     55     37     28     32
D2V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       24     30     12
  1Q GAIN WILD-TYPE     45     83     78
D2V6, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              24                45
  CLUS_2              30                83
  CLUS_3              12                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       17     19     42
  1Q GAIN WILD-TYPE     88     82     73
D2V7, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              17                88
  CLUS_2              19                82
  CLUS_3              42                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       21     32     25
  1Q GAIN WILD-TYPE     81     49    113
D2V8, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              21                81
  CLUS_2              32                49
  CLUS_3              25               113
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED        9     43     15
  1Q GAIN WILD-TYPE     55     88     64
D2V9, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               9                55
  CLUS_2              43                88
  CLUS_3              15                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       26     27     14
  1Q GAIN WILD-TYPE     38    102     67
D2V10, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              26                38
  CLUS_2              27               102
  CLUS_3              14                67

Clustering(3) Variable = 2P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P GAIN MUTATED        8      9     15      1     23      0
  2P GAIN WILD-TYPE    143     18     40     12     59      3
D3V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED        5     14      5     21
  2P GAIN WILD-TYPE     32     66     60     55
D3V2, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               5                32
  CLUS_2              14                66
  CLUS_3               5                60
  CLUS_4              21                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        7     18     19
  2P GAIN WILD-TYPE     75     72     72
D3V3, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               7                75
  CLUS_2              18                72
  CLUS_3              19                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       17      8     19
  2P GAIN WILD-TYPE     89     38     92
D3V4, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              17                89
  CLUS_2               8                38
  CLUS_3              19                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P GAIN MUTATED        9      6      8      4     17
  2P GAIN WILD-TYPE     56     56     38     33     45
D3V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       14     20     10
  2P GAIN WILD-TYPE     55     93     80
D3V6, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              14                55
  CLUS_2              20                93
  CLUS_3              10                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       13      9     33
  2P GAIN WILD-TYPE     92     92     82
D3V7, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              13                92
  CLUS_2               9                92
  CLUS_3              33                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       12     24     19
  2P GAIN WILD-TYPE     90     57    119
D3V8, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              12                90
  CLUS_2              24                57
  CLUS_3              19               119
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        8     34      7
  2P GAIN WILD-TYPE     56     97     72
D3V9, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               8                56
  CLUS_2              34                97
  CLUS_3               7                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       22     22      5
  2P GAIN WILD-TYPE     42    107     76
D3V10, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              22                42
  CLUS_2              22               107
  CLUS_3               5                76

Clustering(4) Variable = 2Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q GAIN MUTATED        8      8     12      1     20      0
  2Q GAIN WILD-TYPE    143     19     43     12     62      3
D4V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED        5     13      6     16
  2Q GAIN WILD-TYPE     32     67     59     60
D4V2, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               5                32
  CLUS_2              13                67
  CLUS_3               6                59
  CLUS_4              16                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        9     15     17
  2Q GAIN WILD-TYPE     73     75     74
D4V3, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               9                73
  CLUS_2              15                75
  CLUS_3              17                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       14      9     18
  2Q GAIN WILD-TYPE     92     37     93
D4V4, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              14                92
  CLUS_2               9                37
  CLUS_3              18                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q GAIN MUTATED       10      6      5      3     18
  2Q GAIN WILD-TYPE     55     56     41     34     44
D4V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       16     17      9
  2Q GAIN WILD-TYPE     53     96     81
D4V6, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              16                53
  CLUS_2              17                96
  CLUS_3               9                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       13      9     26
  2Q GAIN WILD-TYPE     92     92     89
D4V7, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              13                92
  CLUS_2               9                92
  CLUS_3              26                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       10     19     19
  2Q GAIN WILD-TYPE     92     62    119
D4V8, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              10                92
  CLUS_2              19                62
  CLUS_3              19               119
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        6     29      8
  2Q GAIN WILD-TYPE     58    102     71
D4V9, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               6                58
  CLUS_2              29               102
  CLUS_3               8                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       17     20      6
  2Q GAIN WILD-TYPE     47    109     75
D4V10, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              17                47
  CLUS_2              20               109
  CLUS_3               6                75

Clustering(5) Variable = 3P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P GAIN MUTATED        9      2     10      4     13      0
  3P GAIN WILD-TYPE    142     25     45      9     69      3
D5V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED        4      9      3     13
  3P GAIN WILD-TYPE     33     71     62     63
D5V2, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               4                33
  CLUS_2               9                71
  CLUS_3               3                62
  CLUS_4              13                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        8     11     12
  3P GAIN WILD-TYPE     74     79     79
D5V3, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               8                74
  CLUS_2              11                79
  CLUS_3              12                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        9     10     12
  3P GAIN WILD-TYPE     97     36     99
D5V4, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               9                97
  CLUS_2              10                36
  CLUS_3              12                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P GAIN MUTATED        9      6      7      6      5
  3P GAIN WILD-TYPE     56     56     39     31     57
D5V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        6     17     10
  3P GAIN WILD-TYPE     63     96     80
D5V6, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               6                63
  CLUS_2              17                96
  CLUS_3              10                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       14      9     15
  3P GAIN WILD-TYPE     91     92    100
D5V7, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              14                91
  CLUS_2               9                92
  CLUS_3              15               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        7     13     18
  3P GAIN WILD-TYPE     95     68    120
D5V8, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               7                95
  CLUS_2              13                68
  CLUS_3              18               120
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        9     16      6
  3P GAIN WILD-TYPE     55    115     73
D5V9, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               9                55
  CLUS_2              16               115
  CLUS_3               6                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       13     12      6
  3P GAIN WILD-TYPE     51    117     75
D5V10, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              13                51
  CLUS_2              12               117
  CLUS_3               6                75

Clustering(6) Variable = 3Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q GAIN MUTATED       19      7     16      4     16      0
  3Q GAIN WILD-TYPE    132     20     39      9     66      3
D6V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED       10     13      8     16
  3Q GAIN WILD-TYPE     27     67     57     60
D6V2, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              10                27
  CLUS_2              13                67
  CLUS_3               8                57
  CLUS_4              16                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       16     17     20
  3Q GAIN WILD-TYPE     66     73     71
D6V3, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              16                66
  CLUS_2              17                73
  CLUS_3              20                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       20     13     20
  3Q GAIN WILD-TYPE     86     33     91
D6V4, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              20                86
  CLUS_2              13                33
  CLUS_3              20                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q GAIN MUTATED       17     11     10      8      6
  3Q GAIN WILD-TYPE     48     51     36     29     56
D6V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        7     27     18
  3Q GAIN WILD-TYPE     62     86     72
D6V6, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               7                62
  CLUS_2              27                86
  CLUS_3              18                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       21     18     22
  3Q GAIN WILD-TYPE     84     83     93
D6V7, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              21                84
  CLUS_2              18                83
  CLUS_3              22                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       17     16     28
  3Q GAIN WILD-TYPE     85     65    110
D6V8, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              17                85
  CLUS_2              16                65
  CLUS_3              28               110
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       12     25     12
  3Q GAIN WILD-TYPE     52    106     67
D6V9, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              12                52
  CLUS_2              25               106
  CLUS_3              12                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       15     22     12
  3Q GAIN WILD-TYPE     49    107     69
D6V10, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              15                49
  CLUS_2              22               107
  CLUS_3              12                69

Clustering(7) Variable = 4P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P GAIN MUTATED        3      0      3      0      6      0
  4P GAIN WILD-TYPE    148     27     52     13     76      3
D7V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P GAIN MUTATED        2      2      2      2
  4P GAIN WILD-TYPE     35     78     63     74
D7V2, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               2                35
  CLUS_2               2                78
  CLUS_3               2                63
  CLUS_4               2                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        2      3      3
  4P GAIN WILD-TYPE     80     87     88
D7V3, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               2                80
  CLUS_2               3                87
  CLUS_3               3                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        3      1      4
  4P GAIN WILD-TYPE    103     45    107
D7V4, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               3               103
  CLUS_2               1                45
  CLUS_3               4               107
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P GAIN MUTATED        2      0      2      2      3
  4P GAIN WILD-TYPE     63     62     44     35     59
D7V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        4      3      2
  4P GAIN WILD-TYPE     65    110     88
D7V6, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               4                65
  CLUS_2               3               110
  CLUS_3               2                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        4      2      6
  4P GAIN WILD-TYPE    101     99    109
D7V7, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               4               101
  CLUS_2               2                99
  CLUS_3               6               109
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        4      1      7
  4P GAIN WILD-TYPE     98     80    131
D7V8, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               4                98
  CLUS_2               1                80
  CLUS_3               7               131
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        2      6      2
  4P GAIN WILD-TYPE     62    125     77
D7V9, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               2                62
  CLUS_2               6               125
  CLUS_3               2                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        1      7      2
  4P GAIN WILD-TYPE     63    122     79
D7V10, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               1                63
  CLUS_2               7               122
  CLUS_3               2                79

Clustering(8) Variable = 4Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q GAIN MUTATED        3      1      3      0      1      0
  4Q GAIN WILD-TYPE    148     26     52     13     81      3
D8V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q GAIN MUTATED        1      1      2      2
  4Q GAIN WILD-TYPE     36     79     63     74
D8V2, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               1                36
  CLUS_2               1                79
  CLUS_3               2                63
  CLUS_4               2                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        2      1      2
  4Q GAIN WILD-TYPE     80     89     89
D8V3, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               2                80
  CLUS_2               1                89
  CLUS_3               2                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        3      0      2
  4Q GAIN WILD-TYPE    103     46    109
D8V4, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               3               103
  CLUS_2               0                46
  CLUS_3               2               109
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q GAIN MUTATED        0      0      2      2      1
  4Q GAIN WILD-TYPE     65     62     44     35     61
D8V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        2      1      2
  4Q GAIN WILD-TYPE     67    112     88
D8V6, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               2                67
  CLUS_2               1               112
  CLUS_3               2                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        3      2      3
  4Q GAIN WILD-TYPE    102     99    112
D8V7, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               3               102
  CLUS_2               2                99
  CLUS_3               3               112
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        4      1      3
  4Q GAIN WILD-TYPE     98     80    135
D8V8, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               4                98
  CLUS_2               1                80
  CLUS_3               3               135
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        2      4      1
  4Q GAIN WILD-TYPE     62    127     78
D8V9, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               2                62
  CLUS_2               4               127
  CLUS_3               1                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        1      5      1
  4Q GAIN WILD-TYPE     63    124     80
D8V10, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               1                63
  CLUS_2               5               124
  CLUS_3               1                80

Clustering(9) Variable = 5P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P GAIN MUTATED       13      2      9      2     47      0
  5P GAIN WILD-TYPE    138     25     46     11     35      3
D9V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED        6     14      4     31
  5P GAIN WILD-TYPE     31     66     61     45
D9V2, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               6                31
  CLUS_2              14                66
  CLUS_3               4                61
  CLUS_4              31                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       17     14     23
  5P GAIN WILD-TYPE     65     76     68
D9V3, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              17                65
  CLUS_2              14                76
  CLUS_3              23                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       23     11     20
  5P GAIN WILD-TYPE     83     35     91
D9V4, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              23                83
  CLUS_2              11                35
  CLUS_3              20                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P GAIN MUTATED       10      5      8      8     28
  5P GAIN WILD-TYPE     55     57     38     29     34
D9V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       26     25      8
  5P GAIN WILD-TYPE     43     88     82
D9V6, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              26                43
  CLUS_2              25                88
  CLUS_3               8                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       20     11     42
  5P GAIN WILD-TYPE     85     90     73
D9V7, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              20                85
  CLUS_2              11                90
  CLUS_3              42                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       15     34     24
  5P GAIN WILD-TYPE     87     47    114
D9V8, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              15                87
  CLUS_2              34                47
  CLUS_3              24               114
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       16     37      6
  5P GAIN WILD-TYPE     48     94     73
D9V9, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              16                48
  CLUS_2              37                94
  CLUS_3               6                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       28     23      8
  5P GAIN WILD-TYPE     36    106     73
D9V10, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              28                36
  CLUS_2              23               106
  CLUS_3               8                73

Clustering(10) Variable = 5Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q GAIN MUTATED        6      1      6      0     16      0
  5Q GAIN WILD-TYPE    145     26     49     13     66      3
D10V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED        1      8      3     10
  5Q GAIN WILD-TYPE     36     72     62     66
D10V2, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               1                36
  CLUS_2               8                72
  CLUS_3               3                62
  CLUS_4              10                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        5      7      9
  5Q GAIN WILD-TYPE     77     83     82
D10V3, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               5                77
  CLUS_2               7                83
  CLUS_3               9                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        8      5      8
  5Q GAIN WILD-TYPE     98     41    103
D10V4, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               8                98
  CLUS_2               5                41
  CLUS_3               8               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q GAIN MUTATED        2      4      3      4     10
  5Q GAIN WILD-TYPE     63     58     43     33     52
D10V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       10      8      5
  5Q GAIN WILD-TYPE     59    105     85
D10V6, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              10                59
  CLUS_2               8               105
  CLUS_3               5                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        7      6     16
  5Q GAIN WILD-TYPE     98     95     99
D10V7, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               7                98
  CLUS_2               6                95
  CLUS_3              16                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        8     12      9
  5Q GAIN WILD-TYPE     94     69    129
D10V8, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               8                94
  CLUS_2              12                69
  CLUS_3               9               129
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        7     13      3
  5Q GAIN WILD-TYPE     57    118     76
D10V9, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               7                57
  CLUS_2              13               118
  CLUS_3               3                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        9     10      4
  5Q GAIN WILD-TYPE     55    119     77
D10V10, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               9                55
  CLUS_2              10               119
  CLUS_3               4                77

Clustering(11) Variable = 6P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P GAIN MUTATED        6      5     12      2     33      1
  6P GAIN WILD-TYPE    145     22     43     11     49      2
D11V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P GAIN MUTATED        1     11      2     28
  6P GAIN WILD-TYPE     36     69     63     48
D11V2, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               1                36
  CLUS_2              11                69
  CLUS_3               2                63
  CLUS_4              28                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       17     10     20
  6P GAIN WILD-TYPE     65     80     71
D11V3, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              17                65
  CLUS_2              10                80
  CLUS_3              20                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       18     12     17
  6P GAIN WILD-TYPE     88     34     94
D11V4, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              18                88
  CLUS_2              12                34
  CLUS_3              17                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P GAIN MUTATED        9      5      6      5     23
  6P GAIN WILD-TYPE     56     57     40     32     39
D11V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       23     19      6
  6P GAIN WILD-TYPE     46     94     84
D11V6, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              23                46
  CLUS_2              19                94
  CLUS_3               6                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       17      6     35
  6P GAIN WILD-TYPE     88     95     80
D11V7, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              17                88
  CLUS_2               6                95
  CLUS_3              35                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       10     27     21
  6P GAIN WILD-TYPE     92     54    117
D11V8, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              10                92
  CLUS_2              27                54
  CLUS_3              21               117
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        7     34      4
  6P GAIN WILD-TYPE     57     97     75
D11V9, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               7                57
  CLUS_2              34                97
  CLUS_3               4                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       22     20      3
  6P GAIN WILD-TYPE     42    109     78
D11V10, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              22                42
  CLUS_2              20               109
  CLUS_3               3                78

Clustering(12) Variable = 6Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q GAIN MUTATED        5      2     10      2     29      1
  6Q GAIN WILD-TYPE    146     25     45     11     53      2
D12V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q GAIN MUTATED        1     10      2     22
  6Q GAIN WILD-TYPE     36     70     63     54
D12V2, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               1                36
  CLUS_2              10                70
  CLUS_3               2                63
  CLUS_4              22                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       14      9     19
  6Q GAIN WILD-TYPE     68     81     72
D12V3, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              14                68
  CLUS_2               9                81
  CLUS_3              19                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       20      7     15
  6Q GAIN WILD-TYPE     86     39     96
D12V4, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              20                86
  CLUS_2               7                39
  CLUS_3              15                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q GAIN MUTATED        5      4      5      5     21
  6Q GAIN WILD-TYPE     60     58     41     32     41
D12V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       20     14      6
  6Q GAIN WILD-TYPE     49     99     84
D12V6, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              20                49
  CLUS_2              14                99
  CLUS_3               6                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       13      5     30
  6Q GAIN WILD-TYPE     92     96     85
D12V7, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              13                92
  CLUS_2               5                96
  CLUS_3              30                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       11     20     17
  6Q GAIN WILD-TYPE     91     61    121
D12V8, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              11                91
  CLUS_2              20                61
  CLUS_3              17               121
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        4     29      4
  6Q GAIN WILD-TYPE     60    102     75
D12V9, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               4                60
  CLUS_2              29               102
  CLUS_3               4                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       17     18      2
  6Q GAIN WILD-TYPE     47    111     79
D12V10, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              17                47
  CLUS_2              18               111
  CLUS_3               2                79

Clustering(13) Variable = 7P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P GAIN MUTATED       37     26     30      6     45      1
  7P GAIN WILD-TYPE    114      1     25      7     37      2
D13V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED       18     41     15     43
  7P GAIN WILD-TYPE     19     39     50     33
D13V2, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              18                19
  CLUS_2              41                39
  CLUS_3              15                50
  CLUS_4              43                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       37     39     44
  7P GAIN WILD-TYPE     45     51     47
D13V3, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              37                45
  CLUS_2              39                51
  CLUS_3              44                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       47     22     51
  7P GAIN WILD-TYPE     59     24     60
D13V4, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              47                59
  CLUS_2              22                24
  CLUS_3              51                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P GAIN MUTATED       29     23     16     20     32
  7P GAIN WILD-TYPE     36     39     30     17     30
D13V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       31     57     32
  7P GAIN WILD-TYPE     38     56     58
D13V6, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              31                38
  CLUS_2              57                56
  CLUS_3              32                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       46     39     57
  7P GAIN WILD-TYPE     59     62     58
D13V7, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              46                59
  CLUS_2              39                62
  CLUS_3              57                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       41     44     57
  7P GAIN WILD-TYPE     61     37     81
D13V8, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              41                61
  CLUS_2              44                37
  CLUS_3              57                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       29     65     27
  7P GAIN WILD-TYPE     35     66     52
D13V9, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              29                35
  CLUS_2              65                66
  CLUS_3              27                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       40     53     28
  7P GAIN WILD-TYPE     24     76     53
D13V10, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              40                24
  CLUS_2              53                76
  CLUS_3              28                53

Clustering(14) Variable = 7Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q GAIN MUTATED       36     26     27      5     29      1
  7Q GAIN WILD-TYPE    115      1     28      8     53      2
D14V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED       18     32     12     34
  7Q GAIN WILD-TYPE     19     48     53     42
D14V2, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              18                19
  CLUS_2              32                48
  CLUS_3              12                53
  CLUS_4              34                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       31     36     37
  7Q GAIN WILD-TYPE     51     54     54
D14V3, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              31                51
  CLUS_2              36                54
  CLUS_3              37                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       41     16     47
  7Q GAIN WILD-TYPE     65     30     64
D14V4, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              41                65
  CLUS_2              16                30
  CLUS_3              47                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q GAIN MUTATED       27     23     14     17     21
  7Q GAIN WILD-TYPE     38     39     32     20     41
D14V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       24     48     30
  7Q GAIN WILD-TYPE     45     65     60
D14V6, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              24                45
  CLUS_2              48                65
  CLUS_3              30                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       41     37     44
  7Q GAIN WILD-TYPE     64     64     71
D14V7, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              41                64
  CLUS_2              37                64
  CLUS_3              44                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       39     33     50
  7Q GAIN WILD-TYPE     63     48     88
D14V8, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              39                63
  CLUS_2              33                48
  CLUS_3              50                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       26     48     26
  7Q GAIN WILD-TYPE     38     83     53
D14V9, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              26                38
  CLUS_2              48                83
  CLUS_3              26                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       30     43     27
  7Q GAIN WILD-TYPE     34     86     54
D14V10, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              30                34
  CLUS_2              43                86
  CLUS_3              27                54

Clustering(15) Variable = 8P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P GAIN MUTATED       64     15     17     13     30      1
  8P GAIN WILD-TYPE     87     12     38      0     52      2
D15V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED       16     37     20     29
  8P GAIN WILD-TYPE     21     43     45     47
D15V2, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              16                21
  CLUS_2              37                43
  CLUS_3              20                45
  CLUS_4              29                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       28     36     39
  8P GAIN WILD-TYPE     54     54     52
D15V3, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              28                54
  CLUS_2              36                54
  CLUS_3              39                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       40     21     42
  8P GAIN WILD-TYPE     66     25     69
D15V4, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              40                66
  CLUS_2              21                25
  CLUS_3              42                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P GAIN MUTATED       31     25     13     16     22
  8P GAIN WILD-TYPE     34     37     33     21     40
D15V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       21     52     34
  8P GAIN WILD-TYPE     48     61     56
D15V6, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              21                48
  CLUS_2              52                61
  CLUS_3              34                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       43     41     52
  8P GAIN WILD-TYPE     62     60     63
D15V7, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              43                62
  CLUS_2              41                60
  CLUS_3              52                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       42     33     61
  8P GAIN WILD-TYPE     60     48     77
D15V8, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              42                60
  CLUS_2              33                48
  CLUS_3              61                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       27     61     23
  8P GAIN WILD-TYPE     37     70     56
D15V9, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              27                37
  CLUS_2              61                70
  CLUS_3              23                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       24     57     30
  8P GAIN WILD-TYPE     40     72     51
D15V10, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              24                40
  CLUS_2              57                72
  CLUS_3              30                51

Clustering(16) Variable = 8Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q GAIN MUTATED       75     17     27     13     52      2
  8Q GAIN WILD-TYPE     76     10     28      0     30      1
D16V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED       17     49     25     47
  8Q GAIN WILD-TYPE     20     31     40     29
D16V2, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              17                20
  CLUS_2              49                31
  CLUS_3              25                40
  CLUS_4              47                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       44     45     51
  8Q GAIN WILD-TYPE     38     45     40
D16V3, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              44                38
  CLUS_2              45                45
  CLUS_3              51                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       59     30     51
  8Q GAIN WILD-TYPE     47     16     60
D16V4, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              59                47
  CLUS_2              30                16
  CLUS_3              51                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q GAIN MUTATED       34     30     16     21     41
  8Q GAIN WILD-TYPE     31     32     30     16     21
D16V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       38     63     41
  8Q GAIN WILD-TYPE     31     50     49
D16V6, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              38                31
  CLUS_2              63                50
  CLUS_3              41                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       57     48     75
  8Q GAIN WILD-TYPE     48     53     40
D16V7, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              57                48
  CLUS_2              48                53
  CLUS_3              75                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       48     53     79
  8Q GAIN WILD-TYPE     54     28     59
D16V8, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              48                54
  CLUS_2              53                28
  CLUS_3              79                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       35     85     30
  8Q GAIN WILD-TYPE     29     46     49
D16V9, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              35                29
  CLUS_2              85                46
  CLUS_3              30                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       42     71     37
  8Q GAIN WILD-TYPE     22     58     44
D16V10, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              42                22
  CLUS_2              71                58
  CLUS_3              37                44

Clustering(17) Variable = 9P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P GAIN MUTATED       16      5      3      3     15      0
  9P GAIN WILD-TYPE    135     22     52     10     67      3
D17V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED        5     12      5     11
  9P GAIN WILD-TYPE     32     68     60     65
D17V2, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               5                32
  CLUS_2              12                68
  CLUS_3               5                60
  CLUS_4              11                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        7     12     12
  9P GAIN WILD-TYPE     75     78     79
D17V3, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               7                75
  CLUS_2              12                78
  CLUS_3              12                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       13      7     11
  9P GAIN WILD-TYPE     93     39    100
D17V4, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              13                93
  CLUS_2               7                39
  CLUS_3              11               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P GAIN MUTATED       11      5      4      7      7
  9P GAIN WILD-TYPE     54     57     42     30     55
D17V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        9     17      8
  9P GAIN WILD-TYPE     60     96     82
D17V6, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               9                60
  CLUS_2              17                96
  CLUS_3               8                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       11     14     16
  9P GAIN WILD-TYPE     94     87     99
D17V7, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              11                94
  CLUS_2              14                87
  CLUS_3              16                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       11     12     18
  9P GAIN WILD-TYPE     91     69    120
D17V8, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              11                91
  CLUS_2              12                69
  CLUS_3              18               120
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        7     19     10
  9P GAIN WILD-TYPE     57    112     69
D17V9, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               7                57
  CLUS_2              19               112
  CLUS_3              10                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       12     15      9
  9P GAIN WILD-TYPE     52    114     72
D17V10, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              12                52
  CLUS_2              15               114
  CLUS_3               9                72

Clustering(18) Variable = 9Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q GAIN MUTATED       17      5      8      3     19      0
  9Q GAIN WILD-TYPE    134     22     47     10     63      3
D18V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED        4     16      6     15
  9Q GAIN WILD-TYPE     33     64     59     61
D18V2, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               4                33
  CLUS_2              16                64
  CLUS_3               6                59
  CLUS_4              15                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        8     14     16
  9Q GAIN WILD-TYPE     74     76     75
D18V3, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               8                74
  CLUS_2              14                76
  CLUS_3              16                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       17      7     14
  9Q GAIN WILD-TYPE     89     39     97
D18V4, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              17                89
  CLUS_2               7                39
  CLUS_3              14                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q GAIN MUTATED       10      6      7      8      9
  9Q GAIN WILD-TYPE     55     56     39     29     53
D18V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       11     19     10
  9Q GAIN WILD-TYPE     58     94     80
D18V6, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              11                58
  CLUS_2              19                94
  CLUS_3              10                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       15     16     20
  9Q GAIN WILD-TYPE     90     85     95
D18V7, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              15                90
  CLUS_2              16                85
  CLUS_3              20                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       17     11     23
  9Q GAIN WILD-TYPE     85     70    115
D18V8, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              17                85
  CLUS_2              11                70
  CLUS_3              23               115
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        9     23     13
  9Q GAIN WILD-TYPE     55    108     66
D18V9, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               9                55
  CLUS_2              23               108
  CLUS_3              13                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       11     24     10
  9Q GAIN WILD-TYPE     53    105     71
D18V10, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              11                53
  CLUS_2              24               105
  CLUS_3              10                71

Clustering(19) Variable = 10P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P GAIN MUTATED        9      9     32      1     29      0
  10P GAIN WILD-TYPE    142     18     23     12     53      3
D19V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED        3     16     10     34
  10P GAIN WILD-TYPE     34     64     55     42
D19V2, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                3                 34
  CLUS_2               16                 64
  CLUS_3               10                 55
  CLUS_4               34                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       13     24     26
  10P GAIN WILD-TYPE     69     66     65
D19V3, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               13                 69
  CLUS_2               24                 66
  CLUS_3               26                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       23      9     31
  10P GAIN WILD-TYPE     83     37     80
D19V4, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               23                 83
  CLUS_2                9                 37
  CLUS_3               31                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P GAIN MUTATED       10     14      7      6     27
  10P GAIN WILD-TYPE     55     48     39     31     35
D19V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       25     21     18
  10P GAIN WILD-TYPE     44     92     72
D19V6, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               25                 44
  CLUS_2               21                 92
  CLUS_3               18                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       16     23     38
  10P GAIN WILD-TYPE     89     78     77
D19V7, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               16                 89
  CLUS_2               23                 78
  CLUS_3               38                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       23     32     22
  10P GAIN WILD-TYPE     79     49    116
D19V8, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               23                 79
  CLUS_2               32                 49
  CLUS_3               22                116
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       11     39     15
  10P GAIN WILD-TYPE     53     92     64
D19V9, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               11                 53
  CLUS_2               39                 92
  CLUS_3               15                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       26     23     16
  10P GAIN WILD-TYPE     38    106     65
D19V10, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               26                 38
  CLUS_2               23                106
  CLUS_3               16                 65

Clustering(20) Variable = 10Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q GAIN MUTATED        7      3     28      1     16      0
  10Q GAIN WILD-TYPE    144     24     27     12     66      3
D20V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q GAIN MUTATED        3     12      6     21
  10Q GAIN WILD-TYPE     34     68     59     55
D20V2, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                3                 34
  CLUS_2               12                 68
  CLUS_3                6                 59
  CLUS_4               21                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        8     15     19
  10Q GAIN WILD-TYPE     74     75     72
D20V3, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                8                 74
  CLUS_2               15                 75
  CLUS_3               19                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       17      5     20
  10Q GAIN WILD-TYPE     89     41     91
D20V4, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               17                 89
  CLUS_2                5                 41
  CLUS_3               20                 91
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q GAIN MUTATED        8      9      5      3     19
  10Q GAIN WILD-TYPE     57     53     41     34     43
D20V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       18     16     10
  10Q GAIN WILD-TYPE     51     97     80
D20V6, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               18                 51
  CLUS_2               16                 97
  CLUS_3               10                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       11     14     28
  10Q GAIN WILD-TYPE     94     87     87
D20V7, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               11                 94
  CLUS_2               14                 87
  CLUS_3               28                 87
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       15     20     18
  10Q GAIN WILD-TYPE     87     61    120
D20V8, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               15                 87
  CLUS_2               20                 61
  CLUS_3               18                120
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        8     26     10
  10Q GAIN WILD-TYPE     56    105     69
D20V9, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                8                 56
  CLUS_2               26                105
  CLUS_3               10                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       18     18      8
  10Q GAIN WILD-TYPE     46    111     73
D20V10, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               18                 46
  CLUS_2               18                111
  CLUS_3                8                 73

Clustering(21) Variable = 11P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P GAIN MUTATED        8      3      6      2     15      1
  11P GAIN WILD-TYPE    143     24     49     11     67      2
D21V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED        6      5      2     13
  11P GAIN WILD-TYPE     31     75     63     63
D21V2, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                6                 31
  CLUS_2                5                 75
  CLUS_3                2                 63
  CLUS_4               13                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        8      8     10
  11P GAIN WILD-TYPE     74     82     81
D21V3, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                8                 74
  CLUS_2                8                 82
  CLUS_3               10                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        9      5     12
  11P GAIN WILD-TYPE     97     41     99
D21V4, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                9                 97
  CLUS_2                5                 41
  CLUS_3               12                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P GAIN MUTATED        5      6      4      1     10
  11P GAIN WILD-TYPE     60     56     42     36     52
D21V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       13      5      8
  11P GAIN WILD-TYPE     56    108     82
D21V6, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               13                 56
  CLUS_2                5                108
  CLUS_3                8                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        7      5     22
  11P GAIN WILD-TYPE     98     96     93
D21V7, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                7                 98
  CLUS_2                5                 96
  CLUS_3               22                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        7     15     12
  11P GAIN WILD-TYPE     95     66    126
D21V8, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                7                 95
  CLUS_2               15                 66
  CLUS_3               12                126
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        4     18      6
  11P GAIN WILD-TYPE     60    113     73
D21V9, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                4                 60
  CLUS_2               18                113
  CLUS_3                6                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       12     10      6
  11P GAIN WILD-TYPE     52    119     75
D21V10, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               12                 52
  CLUS_2               10                119
  CLUS_3                6                 75

Clustering(22) Variable = 11Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q GAIN MUTATED        8      2     11      2     19      1
  11Q GAIN WILD-TYPE    143     25     44     11     63      2
D22V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED        6      5      2     15
  11Q GAIN WILD-TYPE     31     75     63     61
D22V2, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                6                 31
  CLUS_2                5                 75
  CLUS_3                2                 63
  CLUS_4               15                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       10      9     11
  11Q GAIN WILD-TYPE     72     81     80
D22V3, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               10                 72
  CLUS_2                9                 81
  CLUS_3               11                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       12      7     11
  11Q GAIN WILD-TYPE     94     39    100
D22V4, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               12                 94
  CLUS_2                7                 39
  CLUS_3               11                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q GAIN MUTATED        8      5      4      3     12
  11Q GAIN WILD-TYPE     57     57     42     34     50
D22V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       16      9      7
  11Q GAIN WILD-TYPE     53    104     83
D22V6, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               16                 53
  CLUS_2                9                104
  CLUS_3                7                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       12      4     25
  11Q GAIN WILD-TYPE     93     97     90
D22V7, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               12                 93
  CLUS_2                4                 97
  CLUS_3               25                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        6     17     18
  11Q GAIN WILD-TYPE     96     64    120
D22V8, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                6                 96
  CLUS_2               17                 64
  CLUS_3               18                120
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        5     23      4
  11Q GAIN WILD-TYPE     59    108     75
D22V9, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                5                 59
  CLUS_2               23                108
  CLUS_3                4                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       14     14      4
  11Q GAIN WILD-TYPE     50    115     77
D22V10, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               14                 50
  CLUS_2               14                115
  CLUS_3                4                 77

Clustering(23) Variable = 12P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P GAIN MUTATED       19      8     17      1     21      0
  12P GAIN WILD-TYPE    132     19     38     12     61      3
D23V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED       11     15      8     20
  12P GAIN WILD-TYPE     26     65     57     56
D23V2, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               11                 26
  CLUS_2               15                 65
  CLUS_3                8                 57
  CLUS_4               20                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       18     11     16
  12P GAIN WILD-TYPE     64     79     75
D23V3, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               18                 64
  CLUS_2               11                 79
  CLUS_3               16                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       24      5     16
  12P GAIN WILD-TYPE     82     41     95
D23V4, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               24                 82
  CLUS_2                5                 41
  CLUS_3               16                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P GAIN MUTATED       11      8      7      9     18
  12P GAIN WILD-TYPE     54     54     39     28     44
D23V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       14     26     13
  12P GAIN WILD-TYPE     55     87     77
D23V6, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               14                 55
  CLUS_2               26                 87
  CLUS_3               13                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       21     13     29
  12P GAIN WILD-TYPE     84     88     86
D23V7, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               21                 84
  CLUS_2               13                 88
  CLUS_3               29                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       19     18     26
  12P GAIN WILD-TYPE     83     63    112
D23V8, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               19                 83
  CLUS_2               18                 63
  CLUS_3               26                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       15     35      8
  12P GAIN WILD-TYPE     49     96     71
D23V9, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               15                 49
  CLUS_2               35                 96
  CLUS_3                8                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       14     32     12
  12P GAIN WILD-TYPE     50     97     69
D23V10, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               14                 50
  CLUS_2               32                 97
  CLUS_3               12                 69

Clustering(24) Variable = 12Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q GAIN MUTATED       20      7     17      1     13      0
  12Q GAIN WILD-TYPE    131     20     38     12     69      3
D24V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED       13     13      7     16
  12Q GAIN WILD-TYPE     24     67     58     60
D24V2, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               13                 24
  CLUS_2               13                 67
  CLUS_3                7                 58
  CLUS_4               16                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       15     11     17
  12Q GAIN WILD-TYPE     67     79     74
D24V3, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               15                 67
  CLUS_2               11                 79
  CLUS_3               17                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       22      4     17
  12Q GAIN WILD-TYPE     84     42     94
D24V4, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               22                 84
  CLUS_2                4                 42
  CLUS_3               17                 94
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q GAIN MUTATED       11     10      8      6     13
  12Q GAIN WILD-TYPE     54     52     38     31     49
D24V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       12     22     14
  12Q GAIN WILD-TYPE     57     91     76
D24V6, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               12                 57
  CLUS_2               22                 91
  CLUS_3               14                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       19     15     22
  12Q GAIN WILD-TYPE     86     86     93
D24V7, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               19                 86
  CLUS_2               15                 86
  CLUS_3               22                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       18     16     22
  12Q GAIN WILD-TYPE     84     65    116
D24V8, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               18                 84
  CLUS_2               16                 65
  CLUS_3               22                116
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       12     29      9
  12Q GAIN WILD-TYPE     52    102     70
D24V9, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               12                 52
  CLUS_2               29                102
  CLUS_3                9                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       13     24     13
  12Q GAIN WILD-TYPE     51    105     68
D24V10, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               13                 51
  CLUS_2               24                105
  CLUS_3               13                 68

Clustering(25) Variable = 13Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q GAIN MUTATED       31     21     11      4     44      0
  13Q GAIN WILD-TYPE    120      6     44      9     38      3
D25V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED        8     22     16     38
  13Q GAIN WILD-TYPE     29     58     49     38
D25V2, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                8                 29
  CLUS_2               22                 58
  CLUS_3               16                 49
  CLUS_4               38                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       27     27     34
  13Q GAIN WILD-TYPE     55     63     57
D25V3, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               27                 55
  CLUS_2               27                 63
  CLUS_3               34                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       41     14     33
  13Q GAIN WILD-TYPE     65     32     78
D25V4, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               41                 65
  CLUS_2               14                 32
  CLUS_3               33                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q GAIN MUTATED       19     17      9     18     26
  13Q GAIN WILD-TYPE     46     45     37     19     36
D25V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       23     39     27
  13Q GAIN WILD-TYPE     46     74     63
D25V6, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               23                 46
  CLUS_2               39                 74
  CLUS_3               27                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       27     28     54
  13Q GAIN WILD-TYPE     78     73     61
D25V7, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               27                 78
  CLUS_2               28                 73
  CLUS_3               54                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       26     40     43
  13Q GAIN WILD-TYPE     76     41     95
D25V8, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               26                 76
  CLUS_2               40                 41
  CLUS_3               43                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       20     54     17
  13Q GAIN WILD-TYPE     44     77     62
D25V9, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               20                 44
  CLUS_2               54                 77
  CLUS_3               17                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       35     36     20
  13Q GAIN WILD-TYPE     29     93     61
D25V10, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               35                 29
  CLUS_2               36                 93
  CLUS_3               20                 61

Clustering(26) Variable = 14Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q GAIN MUTATED        3      3      1      1     11      0
  14Q GAIN WILD-TYPE    148     24     54     12     71      3
D26V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED        0      5      2      6
  14Q GAIN WILD-TYPE     37     75     63     70
D26V2, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                0                 37
  CLUS_2                5                 75
  CLUS_3                2                 63
  CLUS_4                6                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        3      4      5
  14Q GAIN WILD-TYPE     79     86     86
D26V3, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                3                 79
  CLUS_2                4                 86
  CLUS_3                5                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        4      1      7
  14Q GAIN WILD-TYPE    102     45    104
D26V4, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                4                102
  CLUS_2                1                 45
  CLUS_3                7                104
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q GAIN MUTATED        2      4      1      1      3
  14Q GAIN WILD-TYPE     63     58     45     36     59
D26V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        3      4      4
  14Q GAIN WILD-TYPE     66    109     86
D26V6, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                3                 66
  CLUS_2                4                109
  CLUS_3                4                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        2      6      9
  14Q GAIN WILD-TYPE    103     95    106
D26V7, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                2                103
  CLUS_2                6                 95
  CLUS_3                9                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        6      4      7
  14Q GAIN WILD-TYPE     96     77    131
D26V8, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                6                 96
  CLUS_2                4                 77
  CLUS_3                7                131
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        1     10      3
  14Q GAIN WILD-TYPE     63    121     76
D26V9, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                1                 63
  CLUS_2               10                121
  CLUS_3                3                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        2      7      5
  14Q GAIN WILD-TYPE     62    122     76
D26V10, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                2                 62
  CLUS_2                7                122
  CLUS_3                5                 76

Clustering(27) Variable = 15Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q GAIN MUTATED        4      2     11      0      9      0
  15Q GAIN WILD-TYPE    147     25     44     13     73      3
D27V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED        1      5      3     12
  15Q GAIN WILD-TYPE     36     75     62     64
D27V2, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                1                 36
  CLUS_2                5                 75
  CLUS_3                3                 62
  CLUS_4               12                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        4      7     11
  15Q GAIN WILD-TYPE     78     83     80
D27V3, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                4                 78
  CLUS_2                7                 83
  CLUS_3               11                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        8      3     11
  15Q GAIN WILD-TYPE     98     43    100
D27V4, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                8                 98
  CLUS_2                3                 43
  CLUS_3               11                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q GAIN MUTATED        5      1      1      5      9
  15Q GAIN WILD-TYPE     60     61     45     32     53
D27V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       10      7      4
  15Q GAIN WILD-TYPE     59    106     86
D27V6, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               10                 59
  CLUS_2                7                106
  CLUS_3                4                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       10      6      9
  15Q GAIN WILD-TYPE     95     95    106
D27V7, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               10                 95
  CLUS_2                6                 95
  CLUS_3                9                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        7     10      8
  15Q GAIN WILD-TYPE     95     71    130
D27V8, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                7                 95
  CLUS_2               10                 71
  CLUS_3                8                130
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        6     11      4
  15Q GAIN WILD-TYPE     58    120     75
D27V9, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                6                 58
  CLUS_2               11                120
  CLUS_3                4                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       10      8      3
  15Q GAIN WILD-TYPE     54    121     78
D27V10, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               10                 54
  CLUS_2                8                121
  CLUS_3                3                 78

Clustering(28) Variable = 16P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P GAIN MUTATED       12      5     10      2     15      1
  16P GAIN WILD-TYPE    139     22     45     11     67      2
D28V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED        4      5      8     16
  16P GAIN WILD-TYPE     33     75     57     60
D28V2, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                4                 33
  CLUS_2                5                 75
  CLUS_3                8                 57
  CLUS_4               16                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        7     12     14
  16P GAIN WILD-TYPE     75     78     77
D28V3, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                7                 75
  CLUS_2               12                 78
  CLUS_3               14                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       11      3     19
  16P GAIN WILD-TYPE     95     43     92
D28V4, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               11                 95
  CLUS_2                3                 43
  CLUS_3               19                 92
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P GAIN MUTATED        5     10     12      3     10
  16P GAIN WILD-TYPE     60     52     34     34     52
D28V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       10     13     17
  16P GAIN WILD-TYPE     59    100     73
D28V6, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               10                 59
  CLUS_2               13                100
  CLUS_3               17                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       13     13     18
  16P GAIN WILD-TYPE     92     88     97
D28V7, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               13                 92
  CLUS_2               13                 88
  CLUS_3               18                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       15     16     13
  16P GAIN WILD-TYPE     87     65    125
D28V8, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               15                 87
  CLUS_2               16                 65
  CLUS_3               13                125
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        9     16     10
  16P GAIN WILD-TYPE     55    115     69
D28V9, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                9                 55
  CLUS_2               16                115
  CLUS_3               10                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       11     15      9
  16P GAIN WILD-TYPE     53    114     72
D28V10, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               11                 53
  CLUS_2               15                114
  CLUS_3                9                 72

Clustering(29) Variable = 16Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q GAIN MUTATED       10      4      6      1     12      1
  16Q GAIN WILD-TYPE    141     23     49     12     70      2
D29V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED        4      5      5     11
  16Q GAIN WILD-TYPE     33     75     60     65
D29V2, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                4                 33
  CLUS_2                5                 75
  CLUS_3                5                 60
  CLUS_4               11                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        6     10      9
  16Q GAIN WILD-TYPE     76     80     82
D29V3, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                6                 76
  CLUS_2               10                 80
  CLUS_3                9                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        6      4     15
  16Q GAIN WILD-TYPE    100     42     96
D29V4, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                6                100
  CLUS_2                4                 42
  CLUS_3               15                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q GAIN MUTATED        5      7      8      1      9
  16Q GAIN WILD-TYPE     60     55     38     36     53
D29V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        9      9     12
  16Q GAIN WILD-TYPE     60    104     78
D29V6, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                9                 60
  CLUS_2                9                104
  CLUS_3               12                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       10      9     14
  16Q GAIN WILD-TYPE     95     92    101
D29V7, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               10                 95
  CLUS_2                9                 92
  CLUS_3               14                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       14     10      9
  16Q GAIN WILD-TYPE     88     71    129
D29V8, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               14                 88
  CLUS_2               10                 71
  CLUS_3                9                129
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        6     13      7
  16Q GAIN WILD-TYPE     58    118     72
D29V9, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                6                 58
  CLUS_2               13                118
  CLUS_3                7                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        7     12      7
  16Q GAIN WILD-TYPE     57    117     74
D29V10, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                7                 57
  CLUS_2               12                117
  CLUS_3                7                 74

Clustering(30) Variable = 17P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P GAIN MUTATED        6      1      1      1     12      0
  17P GAIN WILD-TYPE    145     26     54     12     70      3
D30V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P GAIN MUTATED        3      3      3      6
  17P GAIN WILD-TYPE     34     77     62     70
D30V2, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                3                 34
  CLUS_2                3                 77
  CLUS_3                3                 62
  CLUS_4                6                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        6      4      6
  17P GAIN WILD-TYPE     76     86     85
D30V3, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                6                 76
  CLUS_2                4                 86
  CLUS_3                6                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        7      5      4
  17P GAIN WILD-TYPE     99     41    107
D30V4, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                7                 99
  CLUS_2                5                 41
  CLUS_3                4                107
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P GAIN MUTATED        2      2      3      2      7
  17P GAIN WILD-TYPE     63     60     43     35     55
D30V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        5      7      4
  17P GAIN WILD-TYPE     64    106     86
D30V6, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                5                 64
  CLUS_2                7                106
  CLUS_3                4                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        6      5     10
  17P GAIN WILD-TYPE     99     96    105
D30V7, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                6                 99
  CLUS_2                5                 96
  CLUS_3               10                105
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        7      9      5
  17P GAIN WILD-TYPE     95     72    133
D30V8, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                7                 95
  CLUS_2                9                 72
  CLUS_3                5                133
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        5      9      3
  17P GAIN WILD-TYPE     59    122     76
D30V9, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                5                 59
  CLUS_2                9                122
  CLUS_3                3                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        5      7      5
  17P GAIN WILD-TYPE     59    122     76
D30V10, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                5                 59
  CLUS_2                7                122
  CLUS_3                5                 76

Clustering(31) Variable = 17Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q GAIN MUTATED       11      4      4      2     19      0
  17Q GAIN WILD-TYPE    140     23     51     11     63      3
D31V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED        8      8      6      8
  17Q GAIN WILD-TYPE     29     72     59     68
D31V2, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                8                 29
  CLUS_2                8                 72
  CLUS_3                6                 59
  CLUS_4                8                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       10     11     10
  17Q GAIN WILD-TYPE     72     79     81
D31V3, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               10                 72
  CLUS_2               11                 79
  CLUS_3               10                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       12      6     13
  17Q GAIN WILD-TYPE     94     40     98
D31V4, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               12                 94
  CLUS_2                6                 40
  CLUS_3               13                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q GAIN MUTATED       10      4      5      3      9
  17Q GAIN WILD-TYPE     55     58     41     34     53
D31V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       11     12      8
  17Q GAIN WILD-TYPE     58    101     82
D31V6, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               11                 58
  CLUS_2               12                101
  CLUS_3                8                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       13     10     15
  17Q GAIN WILD-TYPE     92     91    100
D31V7, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               13                 92
  CLUS_2               10                 91
  CLUS_3               15                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       12     11     15
  17Q GAIN WILD-TYPE     90     70    123
D31V8, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               12                 90
  CLUS_2               11                 70
  CLUS_3               15                123
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        9     16      8
  17Q GAIN WILD-TYPE     55    115     71
D31V9, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                9                 55
  CLUS_2               16                115
  CLUS_3                8                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        7     16     10
  17Q GAIN WILD-TYPE     57    113     71
D31V10, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                7                 57
  CLUS_2               16                113
  CLUS_3               10                 71

Clustering(32) Variable = 18P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P GAIN MUTATED       13      4     13      2     29      1
  18P GAIN WILD-TYPE    138     23     42     11     53      2
D32V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED        1     10      6     28
  18P GAIN WILD-TYPE     36     70     59     48
D32V2, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                1                 36
  CLUS_2               10                 70
  CLUS_3                6                 59
  CLUS_4               28                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       10     14     22
  18P GAIN WILD-TYPE     72     76     69
D32V3, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               10                 72
  CLUS_2               14                 76
  CLUS_3               22                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       21      6     19
  18P GAIN WILD-TYPE     85     40     92
D32V4, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               21                 85
  CLUS_2                6                 40
  CLUS_3               19                 92
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P GAIN MUTATED        5      6     10      6     17
  18P GAIN WILD-TYPE     60     56     36     31     45
D32V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       16     19      9
  18P GAIN WILD-TYPE     53     94     81
D32V6, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               16                 53
  CLUS_2               19                 94
  CLUS_3                9                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       11     16     31
  18P GAIN WILD-TYPE     94     85     84
D32V7, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               11                 94
  CLUS_2               16                 85
  CLUS_3               31                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       13     28     17
  18P GAIN WILD-TYPE     89     53    121
D32V8, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               13                 89
  CLUS_2               28                 53
  CLUS_3               17                121
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       12     30      8
  18P GAIN WILD-TYPE     52    101     71
D32V9, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               12                 52
  CLUS_2               30                101
  CLUS_3                8                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       22     18     10
  18P GAIN WILD-TYPE     42    111     71
D32V10, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               22                 42
  CLUS_2               18                111
  CLUS_3               10                 71

Clustering(33) Variable = 18Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q GAIN MUTATED        9      2     12      2     18      0
  18Q GAIN WILD-TYPE    142     25     43     11     64      3
D33V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        0      9      7     18
  18Q GAIN WILD-TYPE     37     71     58     58
D33V2, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                0                 37
  CLUS_2                9                 71
  CLUS_3                7                 58
  CLUS_4               18                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        9     10     15
  18Q GAIN WILD-TYPE     73     80     76
D33V3, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                9                 73
  CLUS_2               10                 80
  CLUS_3               15                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       17      5     12
  18Q GAIN WILD-TYPE     89     41     99
D33V4, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               17                 89
  CLUS_2                5                 41
  CLUS_3               12                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q GAIN MUTATED        4      5      7      5     10
  18Q GAIN WILD-TYPE     61     57     39     32     52
D33V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        9     14      8
  18Q GAIN WILD-TYPE     60     99     82
D33V6, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                9                 60
  CLUS_2               14                 99
  CLUS_3                8                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        8     12     22
  18Q GAIN WILD-TYPE     97     89     93
D33V7, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                8                 97
  CLUS_2               12                 89
  CLUS_3               22                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        9     18     15
  18Q GAIN WILD-TYPE     93     63    123
D33V8, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                9                 93
  CLUS_2               18                 63
  CLUS_3               15                123
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        9     22      5
  18Q GAIN WILD-TYPE     55    109     74
D33V9, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                9                 55
  CLUS_2               22                109
  CLUS_3                5                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       13     16      7
  18Q GAIN WILD-TYPE     51    113     74
D33V10, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               13                 51
  CLUS_2               16                113
  CLUS_3                7                 74

Clustering(34) Variable = 19P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P GAIN MUTATED       12      5     11      0     13      0
  19P GAIN WILD-TYPE    139     22     44     13     69      3
D34V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        6      7      7     11
  19P GAIN WILD-TYPE     31     73     58     65
D34V2, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                6                 31
  CLUS_2                7                 73
  CLUS_3                7                 58
  CLUS_4               11                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        8     10     15
  19P GAIN WILD-TYPE     74     80     76
D34V3, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                8                 74
  CLUS_2               10                 80
  CLUS_3               15                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       19      2     12
  19P GAIN WILD-TYPE     87     44     99
D34V4, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               19                 87
  CLUS_2                2                 44
  CLUS_3               12                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P GAIN MUTATED        7      6      8      4      9
  19P GAIN WILD-TYPE     58     56     38     33     53
D34V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        7     16     11
  19P GAIN WILD-TYPE     62     97     79
D34V6, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                7                 62
  CLUS_2               16                 97
  CLUS_3               11                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       14     11     16
  19P GAIN WILD-TYPE     91     90     99
D34V7, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               14                 91
  CLUS_2               11                 90
  CLUS_3               16                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       15     11     15
  19P GAIN WILD-TYPE     87     70    123
D34V8, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               15                 87
  CLUS_2               11                 70
  CLUS_3               15                123
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        5     18     11
  19P GAIN WILD-TYPE     59    113     68
D34V9, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                5                 59
  CLUS_2               18                113
  CLUS_3               11                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        9     14     11
  19P GAIN WILD-TYPE     55    115     70
D34V10, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                9                 55
  CLUS_2               14                115
  CLUS_3               11                 70

Clustering(35) Variable = 19Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q GAIN MUTATED       15      7     11      1     22      0
  19Q GAIN WILD-TYPE    136     20     44     12     60      3
D35V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED        9     11      7     16
  19Q GAIN WILD-TYPE     28     69     58     60
D35V2, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                9                 28
  CLUS_2               11                 69
  CLUS_3                7                 58
  CLUS_4               16                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       12     11     20
  19Q GAIN WILD-TYPE     70     79     71
D35V3, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               12                 70
  CLUS_2               11                 79
  CLUS_3               20                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       23      4     16
  19Q GAIN WILD-TYPE     83     42     95
D35V4, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               23                 83
  CLUS_2                4                 42
  CLUS_3               16                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q GAIN MUTATED       10      6      8      4     18
  19Q GAIN WILD-TYPE     55     56     38     33     44
D35V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       16     20     10
  19Q GAIN WILD-TYPE     53     93     80
D35V6, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               16                 53
  CLUS_2               20                 93
  CLUS_3               10                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       17     12     25
  19Q GAIN WILD-TYPE     88     89     90
D35V7, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               17                 88
  CLUS_2               12                 89
  CLUS_3               25                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       15     19     20
  19Q GAIN WILD-TYPE     87     62    118
D35V8, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               15                 87
  CLUS_2               19                 62
  CLUS_3               20                118
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        7     26     12
  19Q GAIN WILD-TYPE     57    105     67
D35V9, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                7                 57
  CLUS_2               26                105
  CLUS_3               12                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       15     18     12
  19Q GAIN WILD-TYPE     49    111     69
D35V10, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               15                 49
  CLUS_2               18                111
  CLUS_3               12                 69

Clustering(36) Variable = 20P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P GAIN MUTATED       49     23     40      7     61      2
  20P GAIN WILD-TYPE    102      4     15      6     21      1
D36V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED       24     38     24     52
  20P GAIN WILD-TYPE     13     42     41     24
D36V2, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               24                 13
  CLUS_2               38                 42
  CLUS_3               24                 41
  CLUS_4               52                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       42     42     57
  20P GAIN WILD-TYPE     40     48     34
D36V3, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               42                 40
  CLUS_2               42                 48
  CLUS_3               57                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       60     23     58
  20P GAIN WILD-TYPE     46     23     53
D36V4, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               60                 46
  CLUS_2               23                 23
  CLUS_3               58                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P GAIN MUTATED       27     27     20     22     46
  20P GAIN WILD-TYPE     38     35     26     15     16
D36V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       47     52     43
  20P GAIN WILD-TYPE     22     61     47
D36V6, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               47                 22
  CLUS_2               52                 61
  CLUS_3               43                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       52     44     79
  20P GAIN WILD-TYPE     53     57     36
D36V7, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               52                 53
  CLUS_2               44                 57
  CLUS_3               79                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       43     60     72
  20P GAIN WILD-TYPE     59     21     66
D36V8, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               43                 59
  CLUS_2               60                 21
  CLUS_3               72                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       32     82     34
  20P GAIN WILD-TYPE     32     49     45
D36V9, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               32                 32
  CLUS_2               82                 49
  CLUS_3               34                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       49     60     39
  20P GAIN WILD-TYPE     15     69     42
D36V10, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               49                 15
  CLUS_2               60                 69
  CLUS_3               39                 42

Clustering(37) Variable = 20Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20Q GAIN MUTATED       57     25     45      8     72      2
  20Q GAIN WILD-TYPE     94      2     10      5     10      1
D37V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED       25     42     28     69
  20Q GAIN WILD-TYPE     12     38     37      7
D37V2, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               25                 12
  CLUS_2               42                 38
  CLUS_3               28                 37
  CLUS_4               69                  7
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       47     51     66
  20Q GAIN WILD-TYPE     35     39     25
D37V3, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               47                 35
  CLUS_2               51                 39
  CLUS_3               66                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       66     28     70
  20Q GAIN WILD-TYPE     40     18     41
D37V4, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               66                 40
  CLUS_2               28                 18
  CLUS_3               70                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q GAIN MUTATED       29     31     27     24     56
  20Q GAIN WILD-TYPE     36     31     19     13      6
D37V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       57     63     47
  20Q GAIN WILD-TYPE     12     50     43
D37V6, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               57                 12
  CLUS_2               63                 50
  CLUS_3               47                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       56     53     93
  20Q GAIN WILD-TYPE     49     48     22
D37V7, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               56                 49
  CLUS_2               53                 48
  CLUS_3               93                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       49     73     80
  20Q GAIN WILD-TYPE     53      8     58
D37V8, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               49                 53
  CLUS_2               73                  8
  CLUS_3               80                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       37     93     44
  20Q GAIN WILD-TYPE     27     38     35
D37V9, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               37                 27
  CLUS_2               93                 38
  CLUS_3               44                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       60     73     41
  20Q GAIN WILD-TYPE      4     56     40
D37V10, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               60                  4
  CLUS_2               73                 56
  CLUS_3               41                 40

Clustering(38) Variable = 21Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q GAIN MUTATED        1      1      2      0     16      0
  21Q GAIN WILD-TYPE    150     26     53     13     66      3
D38V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q GAIN MUTATED        0      4      1     13
  21Q GAIN WILD-TYPE     37     76     64     63
D38V2, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                0                 37
  CLUS_2                4                 76
  CLUS_3                1                 64
  CLUS_4               13                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        5      2      8
  21Q GAIN WILD-TYPE     77     88     83
D38V3, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                5                 77
  CLUS_2                2                 88
  CLUS_3                8                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        8      2      5
  21Q GAIN WILD-TYPE     98     44    106
D38V4, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                8                 98
  CLUS_2                2                 44
  CLUS_3                5                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q GAIN MUTATED        1      1      1      4      8
  21Q GAIN WILD-TYPE     64     61     45     33     54
D38V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        5      9      1
  21Q GAIN WILD-TYPE     64    104     89
D38V6, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                5                 64
  CLUS_2                9                104
  CLUS_3                1                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        5      2     13
  21Q GAIN WILD-TYPE    100     99    102
D38V7, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                5                100
  CLUS_2                2                 99
  CLUS_3               13                102
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        1     13      6
  21Q GAIN WILD-TYPE    101     68    132
D38V8, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                1                101
  CLUS_2               13                 68
  CLUS_3                6                132
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        4     13      2
  21Q GAIN WILD-TYPE     60    118     77
D38V9, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                4                 60
  CLUS_2               13                118
  CLUS_3                2                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       12      7      0
  21Q GAIN WILD-TYPE     52    122     81
D38V10, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               12                 52
  CLUS_2                7                122
  CLUS_3                0                 81

Clustering(39) Variable = 22Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q GAIN MUTATED        5      4      4      0     12      1
  22Q GAIN WILD-TYPE    146     23     51     13     70      2
D39V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED        3      5      3     11
  22Q GAIN WILD-TYPE     34     75     62     65
D39V2, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                3                 34
  CLUS_2                5                 75
  CLUS_3                3                 62
  CLUS_4               11                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        7      8      6
  22Q GAIN WILD-TYPE     75     82     85
D39V3, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                7                 75
  CLUS_2                8                 82
  CLUS_3                6                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        7      6      8
  22Q GAIN WILD-TYPE     99     40    103
D39V4, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                7                 99
  CLUS_2                6                 40
  CLUS_3                8                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q GAIN MUTATED        3      4      2      5      8
  22Q GAIN WILD-TYPE     62     58     44     32     54
D39V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        4     11      7
  22Q GAIN WILD-TYPE     65    102     83
D39V6, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                4                 65
  CLUS_2               11                102
  CLUS_3                7                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        7      6     12
  22Q GAIN WILD-TYPE     98     95    103
D39V7, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                7                 98
  CLUS_2                6                 95
  CLUS_3               12                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        8      8      9
  22Q GAIN WILD-TYPE     94     73    129
D39V8, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                8                 94
  CLUS_2                8                 73
  CLUS_3                9                129
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        3     14      6
  22Q GAIN WILD-TYPE     61    117     73
D39V9, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                3                 61
  CLUS_2               14                117
  CLUS_3                6                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        7     11      5
  22Q GAIN WILD-TYPE     57    118     76
D39V10, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                7                 57
  CLUS_2               11                118
  CLUS_3                5                 76

Clustering(40) Variable = XQ GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ GAIN MUTATED        7      6      6      4     18      1
  XQ GAIN WILD-TYPE    144     21     49      9     64      2
D40V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED        2     10      4     17
  XQ GAIN WILD-TYPE     35     70     61     59
D40V2, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               2                35
  CLUS_2              10                70
  CLUS_3               4                61
  CLUS_4              17                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        8     13      8
  XQ GAIN WILD-TYPE     74     77     83
D40V3, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               8                74
  CLUS_2              13                77
  CLUS_3               8                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        7      6     16
  XQ GAIN WILD-TYPE     99     40     95
D40V4, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               7                99
  CLUS_2               6                40
  CLUS_3              16                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ GAIN MUTATED        3      7      7      9     10
  XQ GAIN WILD-TYPE     62     55     39     28     52
D40V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        8     19      9
  XQ GAIN WILD-TYPE     61     94     81
D40V6, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               8                61
  CLUS_2              19                94
  CLUS_3               9                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       10      8     24
  XQ GAIN WILD-TYPE     95     93     91
D40V7, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              10                95
  CLUS_2               8                93
  CLUS_3              24                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       12     14     16
  XQ GAIN WILD-TYPE     90     67    122
D40V8, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              12                90
  CLUS_2              14                67
  CLUS_3              16               122
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        8     23      5
  XQ GAIN WILD-TYPE     56    108     74
D40V9, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               8                56
  CLUS_2              23               108
  CLUS_3               5                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       13     18      5
  XQ GAIN WILD-TYPE     51    111     76
D40V10, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              13                51
  CLUS_2              18               111
  CLUS_3               5                76

Clustering(41) Variable = 1P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1P LOSS MUTATED        3      5     14      0     19      2
  1P LOSS WILD-TYPE    148     22     41     13     63      1
D41V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        2      9      5     19
  1P LOSS WILD-TYPE     35     71     60     57
D41V2, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               2                35
  CLUS_2               9                71
  CLUS_3               5                60
  CLUS_4              19                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        6     11     18
  1P LOSS WILD-TYPE     76     79     73
D41V3, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               6                76
  CLUS_2              11                79
  CLUS_3              18                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       16      4     15
  1P LOSS WILD-TYPE     90     42     96
D41V4, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              16                90
  CLUS_2               4                42
  CLUS_3              15                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P LOSS MUTATED        4      3      6      5     13
  1P LOSS WILD-TYPE     61     59     40     32     49
D41V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       13     12      6
  1P LOSS WILD-TYPE     56    101     84
D41V6, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              13                56
  CLUS_2              12               101
  CLUS_3               6                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       10      8     25
  1P LOSS WILD-TYPE     95     93     90
D41V7, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              10                95
  CLUS_2               8                93
  CLUS_3              25                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        8     20     15
  1P LOSS WILD-TYPE     94     61    123
D41V8, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               8                94
  CLUS_2              20                61
  CLUS_3              15               123
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       12     19      7
  1P LOSS WILD-TYPE     52    112     72
D41V9, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              12                52
  CLUS_2              19               112
  CLUS_3               7                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       16     15      7
  1P LOSS WILD-TYPE     48    114     74
D41V10, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              16                48
  CLUS_2              15               114
  CLUS_3               7                74

Clustering(42) Variable = 1Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q LOSS MUTATED        1      0      9      0      9      1
  1Q LOSS WILD-TYPE    150     27     46     13     73      2
D42V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED        1      4      1     12
  1Q LOSS WILD-TYPE     36     76     64     64
D42V2, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                36
  CLUS_2               4                76
  CLUS_3               1                64
  CLUS_4              12                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        2      4     11
  1Q LOSS WILD-TYPE     80     86     80
D42V3, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               2                80
  CLUS_2               4                86
  CLUS_3              11                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       10      0      7
  1Q LOSS WILD-TYPE     96     46    104
D42V4, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              10                96
  CLUS_2               0                46
  CLUS_3               7               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q LOSS MUTATED        3      2      3      1      6
  1Q LOSS WILD-TYPE     62     60     43     36     56
D42V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        8      5      2
  1Q LOSS WILD-TYPE     61    108     88
D42V6, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               8                61
  CLUS_2               5               108
  CLUS_3               2                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        6      4     10
  1Q LOSS WILD-TYPE     99     97    105
D42V7, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               6                99
  CLUS_2               4                97
  CLUS_3              10               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        3      6     11
  1Q LOSS WILD-TYPE     99     75    127
D42V8, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               3                99
  CLUS_2               6                75
  CLUS_3              11               127
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        5     11      3
  1Q LOSS WILD-TYPE     59    120     76
D42V9, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               5                59
  CLUS_2              11               120
  CLUS_3               3                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        6     11      2
  1Q LOSS WILD-TYPE     58    118     79
D42V10, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               6                58
  CLUS_2              11               118
  CLUS_3               2                79

Clustering(43) Variable = 2P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P LOSS MUTATED        2      1      4      0     11      0
  2P LOSS WILD-TYPE    149     26     51     13     71      3
D43V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED        0      3      2     10
  2P LOSS WILD-TYPE     37     77     63     66
D43V2, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               0                37
  CLUS_2               3                77
  CLUS_3               2                63
  CLUS_4              10                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        6      3      4
  2P LOSS WILD-TYPE     76     87     87
D43V3, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               6                76
  CLUS_2               3                87
  CLUS_3               4                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        6      1      6
  2P LOSS WILD-TYPE    100     45    105
D43V4, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               6               100
  CLUS_2               1                45
  CLUS_3               6               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P LOSS MUTATED        0      1      3      2      6
  2P LOSS WILD-TYPE     65     61     43     35     56
D43V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        5      5      2
  2P LOSS WILD-TYPE     64    108     88
D43V6, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               5                64
  CLUS_2               5               108
  CLUS_3               2                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        2      5      9
  2P LOSS WILD-TYPE    103     96    106
D43V7, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               2               103
  CLUS_2               5                96
  CLUS_3               9               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        7      6      3
  2P LOSS WILD-TYPE     95     75    135
D43V8, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               7                95
  CLUS_2               6                75
  CLUS_3               3               135
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        3     10      2
  2P LOSS WILD-TYPE     61    121     77
D43V9, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               3                61
  CLUS_2              10               121
  CLUS_3               2                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        5      7      3
  2P LOSS WILD-TYPE     59    122     78
D43V10, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               5                59
  CLUS_2               7               122
  CLUS_3               3                78

Clustering(44) Variable = 2Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q LOSS MUTATED        2      2      4      0     12      0
  2Q LOSS WILD-TYPE    149     25     51     13     70      3
D44V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED        0      3      2     11
  2Q LOSS WILD-TYPE     37     77     63     65
D44V2, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               0                37
  CLUS_2               3                77
  CLUS_3               2                63
  CLUS_4              11                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        5      4      6
  2Q LOSS WILD-TYPE     77     86     85
D44V3, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               5                77
  CLUS_2               4                86
  CLUS_3               6                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        7      1      7
  2Q LOSS WILD-TYPE     99     45    104
D44V4, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               7                99
  CLUS_2               1                45
  CLUS_3               7               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q LOSS MUTATED        0      1      4      2      6
  2Q LOSS WILD-TYPE     65     61     42     35     56
D44V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        5      5      3
  2Q LOSS WILD-TYPE     64    108     87
D44V6, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               5                64
  CLUS_2               5               108
  CLUS_3               3                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        2      6     11
  2Q LOSS WILD-TYPE    103     95    104
D44V7, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               2               103
  CLUS_2               6                95
  CLUS_3              11               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        7      9      3
  2Q LOSS WILD-TYPE     95     72    135
D44V8, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               7                95
  CLUS_2               9                72
  CLUS_3               3               135
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        3     11      2
  2Q LOSS WILD-TYPE     61    120     77
D44V9, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               3                61
  CLUS_2              11               120
  CLUS_3               2                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        7      6      3
  2Q LOSS WILD-TYPE     57    123     78
D44V10, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               7                57
  CLUS_2               6               123
  CLUS_3               3                78

Clustering(45) Variable = 3P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P LOSS MUTATED       10      9     16      1     26      1
  3P LOSS WILD-TYPE    141     18     39     12     56      2
D45V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED        4     18      5     25
  3P LOSS WILD-TYPE     33     62     60     51
D45V2, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               4                33
  CLUS_2              18                62
  CLUS_3               5                60
  CLUS_4              25                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       11     17     20
  3P LOSS WILD-TYPE     71     73     71
D45V3, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              11                71
  CLUS_2              17                73
  CLUS_3              20                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       16      8     24
  3P LOSS WILD-TYPE     90     38     87
D45V4, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              16                90
  CLUS_2               8                38
  CLUS_3              24                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P LOSS MUTATED        6      7      6      8     21
  3P LOSS WILD-TYPE     59     55     40     29     41
D45V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       23     14     11
  3P LOSS WILD-TYPE     46     99     79
D45V6, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              23                46
  CLUS_2              14                99
  CLUS_3              11                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       11     17     34
  3P LOSS WILD-TYPE     94     84     81
D45V7, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              11                94
  CLUS_2              17                84
  CLUS_3              34                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       18     23     21
  3P LOSS WILD-TYPE     84     58    117
D45V8, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              18                84
  CLUS_2              23                58
  CLUS_3              21               117
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        8     34     13
  3P LOSS WILD-TYPE     56     97     66
D45V9, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               8                56
  CLUS_2              34                97
  CLUS_3              13                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       21     23     11
  3P LOSS WILD-TYPE     43    106     70
D45V10, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              21                43
  CLUS_2              23               106
  CLUS_3              11                70

Clustering(46) Variable = 3Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q LOSS MUTATED        2      6      8      1     20      1
  3Q LOSS WILD-TYPE    149     21     47     12     62      2
D46V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED        1     10      0     20
  3Q LOSS WILD-TYPE     36     70     65     56
D46V2, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               1                36
  CLUS_2              10                70
  CLUS_3               0                65
  CLUS_4              20                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        5      8     13
  3Q LOSS WILD-TYPE     77     82     78
D46V3, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               5                77
  CLUS_2               8                82
  CLUS_3              13                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       10      2     14
  3Q LOSS WILD-TYPE     96     44     97
D46V4, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              10                96
  CLUS_2               2                44
  CLUS_3              14                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q LOSS MUTATED        2      3      1      6     17
  3Q LOSS WILD-TYPE     63     59     45     31     45
D46V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       18      7      4
  3Q LOSS WILD-TYPE     51    106     86
D46V6, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              18                51
  CLUS_2               7               106
  CLUS_3               4                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        3     10     25
  3Q LOSS WILD-TYPE    102     91     90
D46V7, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               3               102
  CLUS_2              10                91
  CLUS_3              25                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       10     19      9
  3Q LOSS WILD-TYPE     92     62    129
D46V8, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              10                92
  CLUS_2              19                62
  CLUS_3               9               129
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        3     25      6
  3Q LOSS WILD-TYPE     61    106     73
D46V9, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               3                61
  CLUS_2              25               106
  CLUS_3               6                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       16     12      6
  3Q LOSS WILD-TYPE     48    117     75
D46V10, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              16                48
  CLUS_2              12               117
  CLUS_3               6                75

Clustering(47) Variable = 4P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P LOSS MUTATED       20     14     37      2     46      3
  4P LOSS WILD-TYPE    131     13     18     11     36      0
D47V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED        4     25     20     44
  4P LOSS WILD-TYPE     33     55     45     32
D47V2, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               4                33
  CLUS_2              25                55
  CLUS_3              20                45
  CLUS_4              44                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       25     38     33
  4P LOSS WILD-TYPE     57     52     58
D47V3, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              25                57
  CLUS_2              38                52
  CLUS_3              33                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       38     14     44
  4P LOSS WILD-TYPE     68     32     67
D47V4, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              38                68
  CLUS_2              14                32
  CLUS_3              44                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P LOSS MUTATED       11     22     15     11     34
  4P LOSS WILD-TYPE     54     40     31     26     28
D47V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       36     29     28
  4P LOSS WILD-TYPE     33     84     62
D47V6, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              36                33
  CLUS_2              29                84
  CLUS_3              28                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       23     34     60
  4P LOSS WILD-TYPE     82     67     55
D47V7, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              23                82
  CLUS_2              34                67
  CLUS_3              60                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       33     51     33
  4P LOSS WILD-TYPE     69     30    105
D47V8, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              33                69
  CLUS_2              51                30
  CLUS_3              33               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       14     58     27
  4P LOSS WILD-TYPE     50     73     52
D47V9, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              14                50
  CLUS_2              58                73
  CLUS_3              27                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       40     32     27
  4P LOSS WILD-TYPE     24     97     54
D47V10, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              40                24
  CLUS_2              32                97
  CLUS_3              27                54

Clustering(48) Variable = 4Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q LOSS MUTATED       19     11     40      2     46      3
  4Q LOSS WILD-TYPE    132     16     15     11     36      0
D48V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED        4     28     19     45
  4Q LOSS WILD-TYPE     33     52     46     31
D48V2, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               4                33
  CLUS_2              28                52
  CLUS_3              19                46
  CLUS_4              45                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       22     38     37
  4Q LOSS WILD-TYPE     60     52     54
D48V3, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              22                60
  CLUS_2              38                52
  CLUS_3              37                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       37     14     46
  4Q LOSS WILD-TYPE     69     32     65
D48V4, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              37                69
  CLUS_2              14                32
  CLUS_3              46                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q LOSS MUTATED       12     22     16     12     31
  4Q LOSS WILD-TYPE     53     40     30     25     31
D48V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       36     29     28
  4Q LOSS WILD-TYPE     33     84     62
D48V6, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              36                33
  CLUS_2              29                84
  CLUS_3              28                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       25     34     58
  4Q LOSS WILD-TYPE     80     67     57
D48V7, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              25                80
  CLUS_2              34                67
  CLUS_3              58                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       31     50     36
  4Q LOSS WILD-TYPE     71     31    102
D48V8, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              31                71
  CLUS_2              50                31
  CLUS_3              36               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       16     58     28
  4Q LOSS WILD-TYPE     48     73     51
D48V9, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              16                48
  CLUS_2              58                73
  CLUS_3              28                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       40     35     27
  4Q LOSS WILD-TYPE     24     94     54
D48V10, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              40                24
  CLUS_2              35                94
  CLUS_3              27                54

Clustering(49) Variable = 5P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P LOSS MUTATED        3      6     14      2     16      1
  5P LOSS WILD-TYPE    148     21     41     11     66      2
D49V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED        1     13      2     16
  5P LOSS WILD-TYPE     36     67     63     60
D49V2, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               1                36
  CLUS_2              13                67
  CLUS_3               2                63
  CLUS_4              16                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        7     14      9
  5P LOSS WILD-TYPE     75     76     82
D49V3, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               7                75
  CLUS_2              14                76
  CLUS_3               9                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        9      6     15
  5P LOSS WILD-TYPE     97     40     96
D49V4, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               9                97
  CLUS_2               6                40
  CLUS_3              15                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P LOSS MUTATED        6      2      2      5     16
  5P LOSS WILD-TYPE     59     60     44     32     46
D49V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       16      9      6
  5P LOSS WILD-TYPE     53    104     84
D49V6, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              16                53
  CLUS_2               9               104
  CLUS_3               6                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       11      8     21
  5P LOSS WILD-TYPE     94     93     94
D49V7, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              11                94
  CLUS_2               8                93
  CLUS_3              21                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        7     17     16
  5P LOSS WILD-TYPE     95     64    122
D49V8, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               7                95
  CLUS_2              17                64
  CLUS_3              16               122
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        5     25      6
  5P LOSS WILD-TYPE     59    106     73
D49V9, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               5                59
  CLUS_2              25               106
  CLUS_3               6                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       17     14      5
  5P LOSS WILD-TYPE     47    115     76
D49V10, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              17                47
  CLUS_2              14               115
  CLUS_3               5                76

Clustering(50) Variable = 5Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q LOSS MUTATED        5      7     18      4     36      2
  5Q LOSS WILD-TYPE    146     20     37      9     46      1
D50V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED        3     19      5     31
  5Q LOSS WILD-TYPE     34     61     60     45
D50V2, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               3                34
  CLUS_2              19                61
  CLUS_3               5                60
  CLUS_4              31                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       14     19     21
  5Q LOSS WILD-TYPE     68     71     70
D50V3, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              14                68
  CLUS_2              19                71
  CLUS_3              21                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       21      9     24
  5Q LOSS WILD-TYPE     85     37     87
D50V4, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              21                85
  CLUS_2               9                37
  CLUS_3              24                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q LOSS MUTATED       11      3      5      7     28
  5Q LOSS WILD-TYPE     54     59     41     30     34
D50V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       27     20      7
  5Q LOSS WILD-TYPE     42     93     83
D50V6, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              27                42
  CLUS_2              20                93
  CLUS_3               7                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       19     12     39
  5Q LOSS WILD-TYPE     86     89     76
D50V7, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              19                86
  CLUS_2              12                89
  CLUS_3              39                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       10     34     26
  5Q LOSS WILD-TYPE     92     47    112
D50V8, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              10                92
  CLUS_2              34                47
  CLUS_3              26               112
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       10     44     10
  5Q LOSS WILD-TYPE     54     87     69
D50V9, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              10                54
  CLUS_2              44                87
  CLUS_3              10                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       33     22      9
  5Q LOSS WILD-TYPE     31    107     72
D50V10, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              33                31
  CLUS_2              22               107
  CLUS_3               9                72

Clustering(51) Variable = 6P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P LOSS MUTATED        4      3     14      0     15      0
  6P LOSS WILD-TYPE    147     24     41     13     67      3
D51V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED        0      8      4     15
  6P LOSS WILD-TYPE     37     72     61     61
D51V2, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               0                37
  CLUS_2               8                72
  CLUS_3               4                61
  CLUS_4              15                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        9      5     13
  6P LOSS WILD-TYPE     73     85     78
D51V3, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               9                73
  CLUS_2               5                85
  CLUS_3              13                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       15      3      9
  6P LOSS WILD-TYPE     91     43    102
D51V4, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              15                91
  CLUS_2               3                43
  CLUS_3               9               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P LOSS MUTATED        3      2      8      3     10
  6P LOSS WILD-TYPE     62     60     38     34     52
D51V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       12      9      5
  6P LOSS WILD-TYPE     57    104     85
D51V6, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              12                57
  CLUS_2               9               104
  CLUS_3               5                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        7     11     16
  6P LOSS WILD-TYPE     98     90     99
D51V7, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               7                98
  CLUS_2              11                90
  CLUS_3              16                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        7     17     10
  6P LOSS WILD-TYPE     95     64    128
D51V8, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               7                95
  CLUS_2              17                64
  CLUS_3              10               128
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        5     20      6
  6P LOSS WILD-TYPE     59    111     73
D51V9, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               5                59
  CLUS_2              20               111
  CLUS_3               6                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       16     10      5
  6P LOSS WILD-TYPE     48    119     76
D51V10, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              16                48
  CLUS_2              10               119
  CLUS_3               5                76

Clustering(52) Variable = 6Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q LOSS MUTATED       10      4     17      0     16      0
  6Q LOSS WILD-TYPE    141     23     38     13     66      3
D52V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED        1      8      6     18
  6Q LOSS WILD-TYPE     36     72     59     58
D52V2, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               1                36
  CLUS_2               8                72
  CLUS_3               6                59
  CLUS_4              18                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       12     10     13
  6Q LOSS WILD-TYPE     70     80     78
D52V3, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              12                70
  CLUS_2              10                80
  CLUS_3              13                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       16      6     13
  6Q LOSS WILD-TYPE     90     40     98
D52V4, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              16                90
  CLUS_2               6                40
  CLUS_3              13                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q LOSS MUTATED        6      4     12      4     10
  6Q LOSS WILD-TYPE     59     58     34     33     52
D52V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       14     12     10
  6Q LOSS WILD-TYPE     55    101     80
D52V6, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              14                55
  CLUS_2              12               101
  CLUS_3              10                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       13     17     14
  6Q LOSS WILD-TYPE     92     84    101
D52V7, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              13                92
  CLUS_2              17                84
  CLUS_3              14               101
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        9     18     17
  6Q LOSS WILD-TYPE     93     63    121
D52V8, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               9                93
  CLUS_2              18                63
  CLUS_3              17               121
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        7     20     10
  6Q LOSS WILD-TYPE     57    111     69
D52V9, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               7                57
  CLUS_2              20               111
  CLUS_3              10                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       15     12     10
  6Q LOSS WILD-TYPE     49    117     71
D52V10, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              15                49
  CLUS_2              12               117
  CLUS_3              10                71

Clustering(53) Variable = 7P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P LOSS MUTATED        0      0      4      0      7      0
  7P LOSS WILD-TYPE    151     27     51     13     75      3
D53V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P LOSS MUTATED        0      2      0      5
  7P LOSS WILD-TYPE     37     78     65     71
D53V2, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               0                37
  CLUS_2               2                78
  CLUS_3               0                65
  CLUS_4               5                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        2      1      4
  7P LOSS WILD-TYPE     80     89     87
D53V3, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               2                80
  CLUS_2               1                89
  CLUS_3               4                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        4      1      2
  7P LOSS WILD-TYPE    102     45    109
D53V4, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               4               102
  CLUS_2               1                45
  CLUS_3               2               109
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P LOSS MUTATED        0      1      1      0      8
  7P LOSS WILD-TYPE     65     61     45     37     54
D53V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        5      4      1
  7P LOSS WILD-TYPE     64    109     89
D53V6, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               5                64
  CLUS_2               4               109
  CLUS_3               1                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        2      2      7
  7P LOSS WILD-TYPE    103     99    108
D53V7, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               2               103
  CLUS_2               2                99
  CLUS_3               7               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        2      6      3
  7P LOSS WILD-TYPE    100     75    135
D53V8, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               2               100
  CLUS_2               6                75
  CLUS_3               3               135
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        0      8      0
  7P LOSS WILD-TYPE     64    123     79
D53V9, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               0                64
  CLUS_2               8               123
  CLUS_3               0                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        5      2      1
  7P LOSS WILD-TYPE     59    127     80
D53V10, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               5                59
  CLUS_2               2               127
  CLUS_3               1                80

Clustering(54) Variable = 7Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q LOSS MUTATED        0      0      7      1     13      0
  7Q LOSS WILD-TYPE    151     27     48     12     69      3
D54V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q LOSS MUTATED        0      7      1      8
  7Q LOSS WILD-TYPE     37     73     64     68
D54V2, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               0                37
  CLUS_2               7                73
  CLUS_3               1                64
  CLUS_4               8                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        4      3      7
  7Q LOSS WILD-TYPE     78     87     84
D54V3, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               4                78
  CLUS_2               3                87
  CLUS_3               7                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        6      3      5
  7Q LOSS WILD-TYPE    100     43    106
D54V4, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               6               100
  CLUS_2               3                43
  CLUS_3               5               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q LOSS MUTATED        1      2      2      2     11
  7Q LOSS WILD-TYPE     64     60     44     35     51
D54V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        8      8      2
  7Q LOSS WILD-TYPE     61    105     88
D54V6, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               8                61
  CLUS_2               8               105
  CLUS_3               2                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        5      3     12
  7Q LOSS WILD-TYPE    100     98    103
D54V7, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               5               100
  CLUS_2               3                98
  CLUS_3              12               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        3     10      7
  7Q LOSS WILD-TYPE     99     71    131
D54V8, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               3                99
  CLUS_2              10                71
  CLUS_3               7               131
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        1     15      1
  7Q LOSS WILD-TYPE     63    116     78
D54V9, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               1                63
  CLUS_2              15               116
  CLUS_3               1                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        8      7      2
  7Q LOSS WILD-TYPE     56    122     79
D54V10, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               8                56
  CLUS_2               7               122
  CLUS_3               2                79

Clustering(55) Variable = 8P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P LOSS MUTATED        8      6     18      0     24      1
  8P LOSS WILD-TYPE    143     21     37     13     58      2
D55V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED        3     16      7     17
  8P LOSS WILD-TYPE     34     64     58     59
D55V2, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               3                34
  CLUS_2              16                64
  CLUS_3               7                58
  CLUS_4              17                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       15     12     19
  8P LOSS WILD-TYPE     67     78     72
D55V3, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              15                67
  CLUS_2              12                78
  CLUS_3              19                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       23      7     16
  8P LOSS WILD-TYPE     83     39     95
D55V4, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              23                83
  CLUS_2               7                39
  CLUS_3              16                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P LOSS MUTATED        9      5      6      6     20
  8P LOSS WILD-TYPE     56     57     40     31     42
D55V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       21     16      9
  8P LOSS WILD-TYPE     48     97     81
D55V6, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              21                48
  CLUS_2              16                97
  CLUS_3               9                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       17      8     30
  8P LOSS WILD-TYPE     88     93     85
D55V7, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              17                88
  CLUS_2               8                93
  CLUS_3              30                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        8     23     24
  8P LOSS WILD-TYPE     94     58    114
D55V8, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               8                94
  CLUS_2              23                58
  CLUS_3              24               114
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       10     32      6
  8P LOSS WILD-TYPE     54     99     73
D55V9, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              10                54
  CLUS_2              32                99
  CLUS_3               6                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       18     20     10
  8P LOSS WILD-TYPE     46    109     71
D55V10, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              18                46
  CLUS_2              20               109
  CLUS_3              10                71

Clustering(56) Variable = 8Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q LOSS MUTATED        2      4      4      0      7      0
  8Q LOSS WILD-TYPE    149     23     51     13     75      3
D56V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        1      7      2      3
  8Q LOSS WILD-TYPE     36     73     63     73
D56V2, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               1                36
  CLUS_2               7                73
  CLUS_3               2                63
  CLUS_4               3                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        4      5      5
  8Q LOSS WILD-TYPE     78     85     86
D56V3, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               4                78
  CLUS_2               5                85
  CLUS_3               5                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        6      1      7
  8Q LOSS WILD-TYPE    100     45    104
D56V4, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               6               100
  CLUS_2               1                45
  CLUS_3               7               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q LOSS MUTATED        5      2      3      2      4
  8Q LOSS WILD-TYPE     60     60     43     35     58
D56V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        7      5      4
  8Q LOSS WILD-TYPE     62    108     86
D56V6, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               7                62
  CLUS_2               5               108
  CLUS_3               4                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        8      3      6
  8Q LOSS WILD-TYPE     97     98    109
D56V7, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               8                97
  CLUS_2               3                98
  CLUS_3               6               109
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        5      6      6
  8Q LOSS WILD-TYPE     97     75    132
D56V8, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               5                97
  CLUS_2               6                75
  CLUS_3               6               132
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        4      6      3
  8Q LOSS WILD-TYPE     60    125     76
D56V9, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               4                60
  CLUS_2               6               125
  CLUS_3               3                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        4      4      5
  8Q LOSS WILD-TYPE     60    125     76
D56V10, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               4                60
  CLUS_2               4               125
  CLUS_3               5                76

Clustering(57) Variable = 9P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P LOSS MUTATED       13      7     39      4     40      0
  9P LOSS WILD-TYPE    138     20     16      9     42      3
D57V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED        1     22     17     40
  9P LOSS WILD-TYPE     36     58     48     36
D57V2, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               1                36
  CLUS_2              22                58
  CLUS_3              17                48
  CLUS_4              40                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       14     29     39
  9P LOSS WILD-TYPE     68     61     52
D57V3, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              14                68
  CLUS_2              29                61
  CLUS_3              39                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       32      8     42
  9P LOSS WILD-TYPE     74     38     69
D57V4, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              32                74
  CLUS_2               8                38
  CLUS_3              42                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P LOSS MUTATED        6     13     19      9     36
  9P LOSS WILD-TYPE     59     49     27     28     26
D57V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       36     25     22
  9P LOSS WILD-TYPE     33     88     68
D57V6, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              36                33
  CLUS_2              25                88
  CLUS_3              22                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       21     27     51
  9P LOSS WILD-TYPE     84     74     64
D57V7, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              21                84
  CLUS_2              27                74
  CLUS_3              51                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       29     42     28
  9P LOSS WILD-TYPE     73     39    110
D57V8, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              29                73
  CLUS_2              42                39
  CLUS_3              28               110
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       16     48     23
  9P LOSS WILD-TYPE     48     83     56
D57V9, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              16                48
  CLUS_2              48                83
  CLUS_3              23                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       37     32     18
  9P LOSS WILD-TYPE     27     97     63
D57V10, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              37                27
  CLUS_2              32                97
  CLUS_3              18                63

Clustering(58) Variable = 9Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q LOSS MUTATED       11      5     25      3     28      0
  9Q LOSS WILD-TYPE    140     22     30     10     54      3
D58V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED        2     15     12     28
  9Q LOSS WILD-TYPE     35     65     53     48
D58V2, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               2                35
  CLUS_2              15                65
  CLUS_3              12                53
  CLUS_4              28                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       13     19     26
  9Q LOSS WILD-TYPE     69     71     65
D58V3, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              13                69
  CLUS_2              19                71
  CLUS_3              26                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       22      7     29
  9Q LOSS WILD-TYPE     84     39     82
D58V4, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              22                84
  CLUS_2               7                39
  CLUS_3              29                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q LOSS MUTATED        6     10     13      4     27
  9Q LOSS WILD-TYPE     59     52     33     33     35
D58V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       26     17     17
  9Q LOSS WILD-TYPE     43     96     73
D58V6, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              26                43
  CLUS_2              17                96
  CLUS_3              17                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       15     17     36
  9Q LOSS WILD-TYPE     90     84     79
D58V7, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              15                90
  CLUS_2              17                84
  CLUS_3              36                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       18     29     21
  9Q LOSS WILD-TYPE     84     52    117
D58V8, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              18                84
  CLUS_2              29                52
  CLUS_3              21               117
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        8     35     17
  9Q LOSS WILD-TYPE     56     96     62
D58V9, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               8                56
  CLUS_2              35                96
  CLUS_3              17                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       26     22     12
  9Q LOSS WILD-TYPE     38    107     69
D58V10, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              26                38
  CLUS_2              22               107
  CLUS_3              12                69

Clustering(59) Variable = 10P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P LOSS MUTATED        5      2      7      1     22      1
  10P LOSS WILD-TYPE    146     25     48     12     60      2
D59V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED        1      8      4     14
  10P LOSS WILD-TYPE     36     72     61     62
D59V2, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                1                 36
  CLUS_2                8                 72
  CLUS_3                4                 61
  CLUS_4               14                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       10     12      8
  10P LOSS WILD-TYPE     72     78     83
D59V3, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               10                 72
  CLUS_2               12                 78
  CLUS_3                8                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        9      7     14
  10P LOSS WILD-TYPE     97     39     97
D59V4, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                9                 97
  CLUS_2                7                 39
  CLUS_3               14                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P LOSS MUTATED        4      2      8      4     12
  10P LOSS WILD-TYPE     61     60     38     33     50
D59V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       13     13      4
  10P LOSS WILD-TYPE     56    100     86
D59V6, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               13                 56
  CLUS_2               13                100
  CLUS_3                4                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       11      5     20
  10P LOSS WILD-TYPE     94     96     95
D59V7, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               11                 94
  CLUS_2                5                 96
  CLUS_3               20                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        7     15     14
  10P LOSS WILD-TYPE     95     66    124
D59V8, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                7                 95
  CLUS_2               15                 66
  CLUS_3               14                124
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        4     19      6
  10P LOSS WILD-TYPE     60    112     73
D59V9, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                4                 60
  CLUS_2               19                112
  CLUS_3                6                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       11     14      4
  10P LOSS WILD-TYPE     53    115     77
D59V10, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               11                 53
  CLUS_2               14                115
  CLUS_3                4                 77

Clustering(60) Variable = 10Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q LOSS MUTATED        5      5      5      2     27      0
  10Q LOSS WILD-TYPE    146     22     50     11     55      3
D60V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED        1      6      6     19
  10Q LOSS WILD-TYPE     36     74     59     57
D60V2, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                1                 36
  CLUS_2                6                 74
  CLUS_3                6                 59
  CLUS_4               19                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        8     13     13
  10Q LOSS WILD-TYPE     74     77     78
D60V3, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                8                 74
  CLUS_2               13                 77
  CLUS_3               13                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       11      6     17
  10Q LOSS WILD-TYPE     95     40     94
D60V4, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               11                 95
  CLUS_2                6                 40
  CLUS_3               17                 94
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q LOSS MUTATED        4      2      5      6     16
  10Q LOSS WILD-TYPE     61     60     41     31     46
D60V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       15     13      5
  10Q LOSS WILD-TYPE     54    100     85
D60V6, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               15                 54
  CLUS_2               13                100
  CLUS_3                5                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       15      7     20
  10Q LOSS WILD-TYPE     90     94     95
D60V7, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               15                 90
  CLUS_2                7                 94
  CLUS_3               20                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        9     18     15
  10Q LOSS WILD-TYPE     93     63    123
D60V8, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                9                 93
  CLUS_2               18                 63
  CLUS_3               15                123
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        6     19      8
  10Q LOSS WILD-TYPE     58    112     71
D60V9, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                6                 58
  CLUS_2               19                112
  CLUS_3                8                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       13     14      6
  10Q LOSS WILD-TYPE     51    115     75
D60V10, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               13                 51
  CLUS_2               14                115
  CLUS_3                6                 75

Clustering(61) Variable = 11P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P LOSS MUTATED        7      3     13      0     24      0
  11P LOSS WILD-TYPE    144     24     42     13     58      3
D61V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED        1      8      6     21
  11P LOSS WILD-TYPE     36     72     59     55
D61V2, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                1                 36
  CLUS_2                8                 72
  CLUS_3                6                 59
  CLUS_4               21                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        6     11     20
  11P LOSS WILD-TYPE     76     79     71
D61V3, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                6                 76
  CLUS_2               11                 79
  CLUS_3               20                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       17      5     15
  11P LOSS WILD-TYPE     89     41     96
D61V4, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               17                 89
  CLUS_2                5                 41
  CLUS_3               15                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P LOSS MUTATED        5      4      4      6     13
  11P LOSS WILD-TYPE     60     58     42     31     49
D61V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       14     13      5
  11P LOSS WILD-TYPE     55    100     85
D61V6, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               14                 55
  CLUS_2               13                100
  CLUS_3                5                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       13     12     19
  11P LOSS WILD-TYPE     92     89     96
D61V7, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               13                 92
  CLUS_2               12                 89
  CLUS_3               19                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        8     18     18
  11P LOSS WILD-TYPE     94     63    120
D61V8, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                8                 94
  CLUS_2               18                 63
  CLUS_3               18                120
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       10     19      7
  11P LOSS WILD-TYPE     54    112     72
D61V9, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               10                 54
  CLUS_2               19                112
  CLUS_3                7                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       15     13      8
  11P LOSS WILD-TYPE     49    116     73
D61V10, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               15                 49
  CLUS_2               13                116
  CLUS_3                8                 73

Clustering(62) Variable = 11Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q LOSS MUTATED       10      4     11      0     18      0
  11Q LOSS WILD-TYPE    141     23     44     13     64      3
D62V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED        2      9      7     16
  11Q LOSS WILD-TYPE     35     71     58     60
D62V2, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                2                 35
  CLUS_2                9                 71
  CLUS_3                7                 58
  CLUS_4               16                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        8     14     12
  11Q LOSS WILD-TYPE     74     76     79
D62V3, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                8                 74
  CLUS_2               14                 76
  CLUS_3               12                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       13      6     15
  11Q LOSS WILD-TYPE     93     40     96
D62V4, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               13                 93
  CLUS_2                6                 40
  CLUS_3               15                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q LOSS MUTATED        4      6      5      5      8
  11Q LOSS WILD-TYPE     61     56     41     32     54
D62V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        9     12      7
  11Q LOSS WILD-TYPE     60    101     83
D62V6, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                9                 60
  CLUS_2               12                101
  CLUS_3                7                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       11     13     17
  11Q LOSS WILD-TYPE     94     88     98
D62V7, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               11                 94
  CLUS_2               13                 88
  CLUS_3               17                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       11     15     15
  11Q LOSS WILD-TYPE     91     66    123
D62V8, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               11                 91
  CLUS_2               15                 66
  CLUS_3               15                123
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        9     18      8
  11Q LOSS WILD-TYPE     55    113     71
D62V9, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                9                 55
  CLUS_2               18                113
  CLUS_3                8                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       12     13     10
  11Q LOSS WILD-TYPE     52    116     71
D62V10, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               12                 52
  CLUS_2               13                116
  CLUS_3               10                 71

Clustering(63) Variable = 12P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P LOSS MUTATED        1      2     10      1     30      1
  12P LOSS WILD-TYPE    150     25     45     12     52      2
D63V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED        0      5      3     25
  12P LOSS WILD-TYPE     37     75     62     51
D63V2, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                0                 37
  CLUS_2                5                 75
  CLUS_3                3                 62
  CLUS_4               25                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        9     12     18
  12P LOSS WILD-TYPE     73     78     73
D63V3, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                9                 73
  CLUS_2               12                 78
  CLUS_3               18                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       16      9     14
  12P LOSS WILD-TYPE     90     37     97
D63V4, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               16                 90
  CLUS_2                9                 37
  CLUS_3               14                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P LOSS MUTATED        3      4      6      3     20
  12P LOSS WILD-TYPE     62     58     40     34     42
D63V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       19     11      6
  12P LOSS WILD-TYPE     50    102     84
D63V6, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               19                 50
  CLUS_2               11                102
  CLUS_3                6                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        8     10     26
  12P LOSS WILD-TYPE     97     91     89
D63V7, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                8                 97
  CLUS_2               10                 91
  CLUS_3               26                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        8     24     12
  12P LOSS WILD-TYPE     94     57    126
D63V8, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                8                 94
  CLUS_2               24                 57
  CLUS_3               12                126
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        5     23      6
  12P LOSS WILD-TYPE     59    108     73
D63V9, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                5                 59
  CLUS_2               23                108
  CLUS_3                6                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       22      7      5
  12P LOSS WILD-TYPE     42    122     76
D63V10, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               22                 42
  CLUS_2                7                122
  CLUS_3                5                 76

Clustering(64) Variable = 12Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q LOSS MUTATED        0      2      7      1     23      1
  12Q LOSS WILD-TYPE    151     25     48     12     59      2
D64V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        0      3      4     19
  12Q LOSS WILD-TYPE     37     77     61     57
D64V2, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                0                 37
  CLUS_2                3                 77
  CLUS_3                4                 61
  CLUS_4               19                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        8      8     13
  12Q LOSS WILD-TYPE     74     82     78
D64V3, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                8                 74
  CLUS_2                8                 82
  CLUS_3               13                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       12      5     12
  12Q LOSS WILD-TYPE     94     41     99
D64V4, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               12                 94
  CLUS_2                5                 41
  CLUS_3               12                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q LOSS MUTATED        2      3      6      3     14
  12Q LOSS WILD-TYPE     63     59     40     34     48
D64V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       11     12      5
  12Q LOSS WILD-TYPE     58    101     85
D64V6, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               11                 58
  CLUS_2               12                101
  CLUS_3                5                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        8      9     17
  12Q LOSS WILD-TYPE     97     92     98
D64V7, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                8                 97
  CLUS_2                9                 92
  CLUS_3               17                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        7     18      9
  12Q LOSS WILD-TYPE     95     63    129
D64V8, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                7                 95
  CLUS_2               18                 63
  CLUS_3                9                129
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        5     16      6
  12Q LOSS WILD-TYPE     59    115     73
D64V9, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                5                 59
  CLUS_2               16                115
  CLUS_3                6                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       14      7      6
  12Q LOSS WILD-TYPE     50    122     75
D64V10, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               14                 50
  CLUS_2                7                122
  CLUS_3                6                 75

Clustering(65) Variable = 13Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q LOSS MUTATED        7      0     14      1      8      0
  13Q LOSS WILD-TYPE    144     27     41     12     74      3
D65V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED        2      7      5      7
  13Q LOSS WILD-TYPE     35     73     60     69
D65V2, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                2                 35
  CLUS_2                7                 73
  CLUS_3                5                 60
  CLUS_4                7                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        7     11      8
  13Q LOSS WILD-TYPE     75     79     83
D65V3, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                7                 75
  CLUS_2               11                 79
  CLUS_3                8                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       12      1     13
  13Q LOSS WILD-TYPE     94     45     98
D65V4, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               12                 94
  CLUS_2                1                 45
  CLUS_3               13                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q LOSS MUTATED        3      6      7      2      8
  13Q LOSS WILD-TYPE     62     56     39     35     54
D65V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        9     10      7
  13Q LOSS WILD-TYPE     60    103     83
D65V6, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                9                 60
  CLUS_2               10                103
  CLUS_3                7                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        8      8     12
  13Q LOSS WILD-TYPE     97     93    103
D65V7, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                8                 97
  CLUS_2                8                 93
  CLUS_3               12                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       10      9      9
  13Q LOSS WILD-TYPE     92     72    129
D65V8, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               10                 92
  CLUS_2                9                 72
  CLUS_3                9                129
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        2     12      7
  13Q LOSS WILD-TYPE     62    119     72
D65V9, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                2                 62
  CLUS_2               12                119
  CLUS_3                7                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        6      9      6
  13Q LOSS WILD-TYPE     58    120     75
D65V10, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                6                 58
  CLUS_2                9                120
  CLUS_3                6                 75

Clustering(66) Variable = 14Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q LOSS MUTATED       16      6     27      1     30      1
  14Q LOSS WILD-TYPE    135     21     28     12     52      2
D66V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED        5     14     12     29
  14Q LOSS WILD-TYPE     32     66     53     47
D66V2, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                5                 32
  CLUS_2               14                 66
  CLUS_3               12                 53
  CLUS_4               29                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       16     21     24
  14Q LOSS WILD-TYPE     66     69     67
D66V3, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               16                 66
  CLUS_2               21                 69
  CLUS_3               24                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       22      9     30
  14Q LOSS WILD-TYPE     84     37     81
D66V4, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               22                 84
  CLUS_2                9                 37
  CLUS_3               30                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q LOSS MUTATED        9     13     10      5     27
  14Q LOSS WILD-TYPE     56     49     36     32     35
D66V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       29     18     17
  14Q LOSS WILD-TYPE     40     95     73
D66V6, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               29                 40
  CLUS_2               18                 95
  CLUS_3               17                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       14     22     41
  14Q LOSS WILD-TYPE     91     79     74
D66V7, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               14                 91
  CLUS_2               22                 79
  CLUS_3               41                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       22     31     24
  14Q LOSS WILD-TYPE     80     50    114
D66V8, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               22                 80
  CLUS_2               31                 50
  CLUS_3               24                114
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        9     40     17
  14Q LOSS WILD-TYPE     55     91     62
D66V9, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                9                 55
  CLUS_2               40                 91
  CLUS_3               17                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       30     22     14
  14Q LOSS WILD-TYPE     34    107     67
D66V10, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               30                 34
  CLUS_2               22                107
  CLUS_3               14                 67

Clustering(67) Variable = 15Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q LOSS MUTATED        9      8     17      2     30      1
  15Q LOSS WILD-TYPE    142     19     38     11     52      2
D67V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED        5     12      5     29
  15Q LOSS WILD-TYPE     32     68     60     47
D67V2, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                5                 32
  CLUS_2               12                 68
  CLUS_3                5                 60
  CLUS_4               29                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       16      7     23
  15Q LOSS WILD-TYPE     66     83     68
D67V3, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               16                 66
  CLUS_2                7                 83
  CLUS_3               23                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       25      8     13
  15Q LOSS WILD-TYPE     81     38     98
D67V4, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               25                 81
  CLUS_2                8                 38
  CLUS_3               13                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q LOSS MUTATED        8      4      9      4     23
  15Q LOSS WILD-TYPE     57     58     37     33     39
D67V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       23     19      6
  15Q LOSS WILD-TYPE     46     94     84
D67V6, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               23                 46
  CLUS_2               19                 94
  CLUS_3                6                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       14     12     37
  15Q LOSS WILD-TYPE     91     89     78
D67V7, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               14                 91
  CLUS_2               12                 89
  CLUS_3               37                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       11     31     21
  15Q LOSS WILD-TYPE     91     50    117
D67V8, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               11                 91
  CLUS_2               31                 50
  CLUS_3               21                117
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       10     38      8
  15Q LOSS WILD-TYPE     54     93     71
D67V9, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               10                 54
  CLUS_2               38                 93
  CLUS_3                8                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       25     23      8
  15Q LOSS WILD-TYPE     39    106     73
D67V10, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               25                 39
  CLUS_2               23                106
  CLUS_3                8                 73

Clustering(68) Variable = 16P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P LOSS MUTATED        8      0     21      0     40      1
  16P LOSS WILD-TYPE    143     27     34     13     42      2
D68V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED        1     14      7     30
  16P LOSS WILD-TYPE     36     66     58     46
D68V2, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                1                 36
  CLUS_2               14                 66
  CLUS_3                7                 58
  CLUS_4               30                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       15     20     19
  16P LOSS WILD-TYPE     67     70     72
D68V3, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               15                 67
  CLUS_2               20                 70
  CLUS_3               19                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       21     11     22
  16P LOSS WILD-TYPE     85     35     89
D68V4, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               21                 85
  CLUS_2               11                 35
  CLUS_3               22                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P LOSS MUTATED        7      5      5      4     31
  16P LOSS WILD-TYPE     58     57     41     33     31
D68V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       29     15      8
  16P LOSS WILD-TYPE     40     98     82
D68V6, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               29                 40
  CLUS_2               15                 98
  CLUS_3                8                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       12     12     42
  16P LOSS WILD-TYPE     93     89     73
D68V7, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               12                 93
  CLUS_2               12                 89
  CLUS_3               42                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       13     30     23
  16P LOSS WILD-TYPE     89     51    115
D68V8, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               13                 89
  CLUS_2               30                 51
  CLUS_3               23                115
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        3     43     11
  16P LOSS WILD-TYPE     61     88     68
D68V9, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                3                 61
  CLUS_2               43                 88
  CLUS_3               11                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       28     20      9
  16P LOSS WILD-TYPE     36    109     72
D68V10, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               28                 36
  CLUS_2               20                109
  CLUS_3                9                 72

Clustering(69) Variable = 16Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q LOSS MUTATED       12      1     23      1     41      1
  16Q LOSS WILD-TYPE    139     26     32     12     41      2
D69V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED        1     13     11     35
  16Q LOSS WILD-TYPE     36     67     54     41
D69V2, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                1                 36
  CLUS_2               13                 67
  CLUS_3               11                 54
  CLUS_4               35                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       12     24     27
  16Q LOSS WILD-TYPE     70     66     64
D69V3, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               12                 70
  CLUS_2               24                 66
  CLUS_3               27                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       29      9     25
  16Q LOSS WILD-TYPE     77     37     86
D69V4, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               29                 77
  CLUS_2                9                 37
  CLUS_3               25                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q LOSS MUTATED        6     10     10      5     32
  16Q LOSS WILD-TYPE     59     52     36     32     30
D69V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       31     18     14
  16Q LOSS WILD-TYPE     38     95     76
D69V6, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               31                 38
  CLUS_2               18                 95
  CLUS_3               14                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       14     17     45
  16Q LOSS WILD-TYPE     91     84     70
D69V7, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               14                 91
  CLUS_2               17                 84
  CLUS_3               45                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       16     34     26
  16Q LOSS WILD-TYPE     86     47    112
D69V8, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               16                 86
  CLUS_2               34                 47
  CLUS_3               26                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        7     42     16
  16Q LOSS WILD-TYPE     57     89     63
D69V9, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                7                 57
  CLUS_2               42                 89
  CLUS_3               16                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       30     22     13
  16Q LOSS WILD-TYPE     34    107     68
D69V10, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               30                 34
  CLUS_2               22                107
  CLUS_3               13                 68

Clustering(70) Variable = 17P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P LOSS MUTATED       12     17     34      2     47      3
  17P LOSS WILD-TYPE    139     10     21     11     35      0
D70V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED        4     28     11     47
  17P LOSS WILD-TYPE     33     52     54     29
D70V2, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                4                 33
  CLUS_2               28                 52
  CLUS_3               11                 54
  CLUS_4               47                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       27     28     36
  17P LOSS WILD-TYPE     55     62     55
D70V3, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               27                 55
  CLUS_2               28                 62
  CLUS_3               36                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       37     14     40
  17P LOSS WILD-TYPE     69     32     71
D70V4, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               37                 69
  CLUS_2               14                 32
  CLUS_3               40                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P LOSS MUTATED       14     10     18     12     36
  17P LOSS WILD-TYPE     51     52     28     25     26
D70V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       40     32     18
  17P LOSS WILD-TYPE     29     81     72
D70V6, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               40                 29
  CLUS_2               32                 81
  CLUS_3               18                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       33     22     56
  17P LOSS WILD-TYPE     72     79     59
D70V7, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               33                 72
  CLUS_2               22                 79
  CLUS_3               56                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       23     45     43
  17P LOSS WILD-TYPE     79     36     95
D70V8, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               23                 79
  CLUS_2               45                 36
  CLUS_3               43                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       19     59     18
  17P LOSS WILD-TYPE     45     72     61
D70V9, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               19                 45
  CLUS_2               59                 72
  CLUS_3               18                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       42     36     18
  17P LOSS WILD-TYPE     22     93     63
D70V10, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               42                 22
  CLUS_2               36                 93
  CLUS_3               18                 63

Clustering(71) Variable = 17Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q LOSS MUTATED        4      7     18      1     22      2
  17Q LOSS WILD-TYPE    147     20     37     12     60      1
D71V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED        0     12      4     22
  17Q LOSS WILD-TYPE     37     68     61     54
D71V2, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                0                 37
  CLUS_2               12                 68
  CLUS_3                4                 61
  CLUS_4               22                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        9     13     18
  17Q LOSS WILD-TYPE     73     77     73
D71V3, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                9                 73
  CLUS_2               13                 77
  CLUS_3               18                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       16      7     17
  17Q LOSS WILD-TYPE     90     39     94
D71V4, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               16                 90
  CLUS_2                7                 39
  CLUS_3               17                 94
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q LOSS MUTATED        6      3      7      6     18
  17Q LOSS WILD-TYPE     59     59     39     31     44
D71V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       20     14      6
  17Q LOSS WILD-TYPE     49     99     84
D71V6, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               20                 49
  CLUS_2               14                 99
  CLUS_3                6                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       14      8     31
  17Q LOSS WILD-TYPE     91     93     84
D71V7, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               14                 91
  CLUS_2                8                 93
  CLUS_3               31                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        9     24     20
  17Q LOSS WILD-TYPE     93     57    118
D71V8, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                9                 93
  CLUS_2               24                 57
  CLUS_3               20                118
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        7     28      8
  17Q LOSS WILD-TYPE     57    103     71
D71V9, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                7                 57
  CLUS_2               28                103
  CLUS_3                8                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       21     15      7
  17Q LOSS WILD-TYPE     43    114     74
D71V10, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               21                 43
  CLUS_2               15                114
  CLUS_3                7                 74

Clustering(72) Variable = 18P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P LOSS MUTATED       25     10     26      1     28      2
  18P LOSS WILD-TYPE    126     17     29     12     54      1
D72V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED       13     19     18     22
  18P LOSS WILD-TYPE     24     61     47     54
D72V2, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               13                 24
  CLUS_2               19                 61
  CLUS_3               18                 47
  CLUS_4               22                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       19     25     26
  18P LOSS WILD-TYPE     63     65     65
D72V3, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               19                 63
  CLUS_2               25                 65
  CLUS_3               26                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       26      8     36
  18P LOSS WILD-TYPE     80     38     75
D72V4, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               26                 80
  CLUS_2                8                 38
  CLUS_3               36                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P LOSS MUTATED       16     17     12      7     22
  18P LOSS WILD-TYPE     49     45     34     30     40
D72V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       23     26     25
  18P LOSS WILD-TYPE     46     87     65
D72V6, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               23                 46
  CLUS_2               26                 87
  CLUS_3               25                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       23     26     41
  18P LOSS WILD-TYPE     82     75     74
D72V7, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               23                 82
  CLUS_2               26                 75
  CLUS_3               41                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       27     27     36
  18P LOSS WILD-TYPE     75     54    102
D72V8, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               27                 75
  CLUS_2               27                 54
  CLUS_3               36                102
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       11     44     24
  18P LOSS WILD-TYPE     53     87     55
D72V9, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               11                 53
  CLUS_2               44                 87
  CLUS_3               24                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       23     34     22
  18P LOSS WILD-TYPE     41     95     59
D72V10, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               23                 41
  CLUS_2               34                 95
  CLUS_3               22                 59

Clustering(73) Variable = 18Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q LOSS MUTATED       28     13     29      1     43      2
  18Q LOSS WILD-TYPE    123     14     26     12     39      1
D73V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED       16     19     18     32
  18Q LOSS WILD-TYPE     21     61     47     44
D73V2, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               16                 21
  CLUS_2               19                 61
  CLUS_3               18                 47
  CLUS_4               32                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       24     29     36
  18Q LOSS WILD-TYPE     58     61     55
D73V3, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               24                 58
  CLUS_2               29                 61
  CLUS_3               36                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       35     12     42
  18Q LOSS WILD-TYPE     71     34     69
D73V4, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               35                 71
  CLUS_2               12                 34
  CLUS_3               42                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q LOSS MUTATED       19     17     16      7     31
  18Q LOSS WILD-TYPE     46     45     30     30     31
D73V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       32     34     24
  18Q LOSS WILD-TYPE     37     79     66
D73V6, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               32                 37
  CLUS_2               34                 79
  CLUS_3               24                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       30     27     54
  18Q LOSS WILD-TYPE     75     74     61
D73V7, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               30                 75
  CLUS_2               27                 74
  CLUS_3               54                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       30     39     42
  18Q LOSS WILD-TYPE     72     42     96
D73V8, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               30                 72
  CLUS_2               39                 42
  CLUS_3               42                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       17     53     24
  18Q LOSS WILD-TYPE     47     78     55
D73V9, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               17                 47
  CLUS_2               53                 78
  CLUS_3               24                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       32     38     24
  18Q LOSS WILD-TYPE     32     91     57
D73V10, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               32                 32
  CLUS_2               38                 91
  CLUS_3               24                 57

Clustering(74) Variable = 19P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P LOSS MUTATED        2      7     21      3     46      2
  19P LOSS WILD-TYPE    149     20     34     10     36      1
D74V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED        3     16      2     40
  19P LOSS WILD-TYPE     34     64     63     36
D74V2, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                3                 34
  CLUS_2               16                 64
  CLUS_3                2                 63
  CLUS_4               40                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       16     13     30
  19P LOSS WILD-TYPE     66     77     61
D74V3, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               16                 66
  CLUS_2               13                 77
  CLUS_3               30                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       27     11     21
  19P LOSS WILD-TYPE     79     35     90
D74V4, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               27                 79
  CLUS_2               11                 35
  CLUS_3               21                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P LOSS MUTATED        8      3      8      5     36
  19P LOSS WILD-TYPE     57     59     38     32     26
D74V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       37     18      5
  19P LOSS WILD-TYPE     32     95     85
D74V6, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               37                 32
  CLUS_2               18                 95
  CLUS_3                5                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       17     13     48
  19P LOSS WILD-TYPE     88     88     67
D74V7, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               17                 88
  CLUS_2               13                 88
  CLUS_3               48                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        8     45     25
  19P LOSS WILD-TYPE     94     36    113
D74V8, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                8                 94
  CLUS_2               45                 36
  CLUS_3               25                113
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       14     45      8
  19P LOSS WILD-TYPE     50     86     71
D74V9, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               14                 50
  CLUS_2               45                 86
  CLUS_3                8                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       36     25      6
  19P LOSS WILD-TYPE     28    104     75
D74V10, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               36                 28
  CLUS_2               25                104
  CLUS_3                6                 75

Clustering(75) Variable = 19Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q LOSS MUTATED        1      5     15      3     36      2
  19Q LOSS WILD-TYPE    150     22     40     10     46      1
D75V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED        1     10      2     32
  19Q LOSS WILD-TYPE     36     70     63     44
D75V2, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                1                 36
  CLUS_2               10                 70
  CLUS_3                2                 63
  CLUS_4               32                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       11      9     23
  19Q LOSS WILD-TYPE     71     81     68
D75V3, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               11                 71
  CLUS_2                9                 81
  CLUS_3               23                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       22      9     12
  19Q LOSS WILD-TYPE     84     37     99
D75V4, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               22                 84
  CLUS_2                9                 37
  CLUS_3               12                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q LOSS MUTATED        5      2      8      5     25
  19Q LOSS WILD-TYPE     60     60     38     32     37
D75V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       24     17      4
  19Q LOSS WILD-TYPE     45     96     86
D75V6, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               24                 45
  CLUS_2               17                 96
  CLUS_3                4                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       13     10     37
  19Q LOSS WILD-TYPE     92     91     78
D75V7, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               13                 92
  CLUS_2               10                 91
  CLUS_3               37                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        7     35     18
  19Q LOSS WILD-TYPE     95     46    120
D75V8, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                7                 95
  CLUS_2               35                 46
  CLUS_3               18                120
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       11     35      5
  19Q LOSS WILD-TYPE     53     96     74
D75V9, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               11                 53
  CLUS_2               35                 96
  CLUS_3                5                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       28     18      5
  19Q LOSS WILD-TYPE     36    111     76
D75V10, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               28                 36
  CLUS_2               18                111
  CLUS_3                5                 76

Clustering(76) Variable = 20P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P LOSS MUTATED        2      1      7      0      6      0
  20P LOSS WILD-TYPE    149     26     48     13     76      3
D76V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        0      1      1     12
  20P LOSS WILD-TYPE     37     79     64     64
D76V2, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                0                 37
  CLUS_2                1                 79
  CLUS_3                1                 64
  CLUS_4               12                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        4      4      5
  20P LOSS WILD-TYPE     78     86     86
D76V3, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                4                 78
  CLUS_2                4                 86
  CLUS_3                5                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        7      1      5
  20P LOSS WILD-TYPE     99     45    106
D76V4, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                7                 99
  CLUS_2                1                 45
  CLUS_3                5                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P LOSS MUTATED        0      2      8      0      3
  20P LOSS WILD-TYPE     65     60     38     37     59
D76V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        3      8      2
  20P LOSS WILD-TYPE     66    105     88
D76V6, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                3                 66
  CLUS_2                8                105
  CLUS_3                2                 88
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        2      4     10
  20P LOSS WILD-TYPE    103     97    105
D76V7, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                2                103
  CLUS_2                4                 97
  CLUS_3               10                105
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        4      5      7
  20P LOSS WILD-TYPE     98     76    131
D76V8, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                4                 98
  CLUS_2                5                 76
  CLUS_3                7                131
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        2      8      4
  20P LOSS WILD-TYPE     62    123     75
D76V9, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                2                 62
  CLUS_2                8                123
  CLUS_3                4                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        5      7      2
  20P LOSS WILD-TYPE     59    122     79
D76V10, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                5                 59
  CLUS_2                7                122
  CLUS_3                2                 79

Clustering(77) Variable = 21Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q LOSS MUTATED       25     12     36      6     38      3
  21Q LOSS WILD-TYPE    126     15     19      7     44      0
D77V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED        3     34     20     35
  21Q LOSS WILD-TYPE     34     46     45     41
D77V2, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                3                 34
  CLUS_2               34                 46
  CLUS_3               20                 45
  CLUS_4               35                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       22     37     36
  21Q LOSS WILD-TYPE     60     53     55
D77V3, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               22                 60
  CLUS_2               37                 53
  CLUS_3               36                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       33     16     46
  21Q LOSS WILD-TYPE     73     30     65
D77V4, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               33                 73
  CLUS_2               16                 30
  CLUS_3               46                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q LOSS MUTATED       19     18     15     10     32
  21Q LOSS WILD-TYPE     46     44     31     27     30
D77V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       39     29     26
  21Q LOSS WILD-TYPE     30     84     64
D77V6, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               39                 30
  CLUS_2               29                 84
  CLUS_3               26                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       28     33     54
  21Q LOSS WILD-TYPE     77     68     61
D77V7, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               28                 77
  CLUS_2               33                 68
  CLUS_3               54                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       32     41     42
  21Q LOSS WILD-TYPE     70     40     96
D77V8, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               32                 70
  CLUS_2               41                 40
  CLUS_3               42                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       15     58     25
  21Q LOSS WILD-TYPE     49     73     54
D77V9, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               15                 49
  CLUS_2               58                 73
  CLUS_3               25                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       33     40     25
  21Q LOSS WILD-TYPE     31     89     56
D77V10, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               33                 31
  CLUS_2               40                 89
  CLUS_3               25                 56

Clustering(78) Variable = 22Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q LOSS MUTATED       12      8     34      4     41      2
  22Q LOSS WILD-TYPE    139     19     21      9     41      1
D78V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED        2     24     14     38
  22Q LOSS WILD-TYPE     35     56     51     38
D78V2, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                2                 35
  CLUS_2               24                 56
  CLUS_3               14                 51
  CLUS_4               38                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       16     26     36
  22Q LOSS WILD-TYPE     66     64     55
D78V3, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               16                 66
  CLUS_2               26                 64
  CLUS_3               36                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       30     11     37
  22Q LOSS WILD-TYPE     76     35     74
D78V4, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               30                 76
  CLUS_2               11                 35
  CLUS_3               37                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q LOSS MUTATED       10     15     15      9     30
  22Q LOSS WILD-TYPE     55     47     31     28     32
D78V5, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       32     26     21
  22Q LOSS WILD-TYPE     37     87     69
D78V6, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               32                 37
  CLUS_2               26                 87
  CLUS_3               21                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       17     27     53
  22Q LOSS WILD-TYPE     88     74     62
D78V7, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               17                 88
  CLUS_2               27                 74
  CLUS_3               53                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       21     46     30
  22Q LOSS WILD-TYPE     81     35    108
D78V8, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               21                 81
  CLUS_2               46                 35
  CLUS_3               30                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       14     50     20
  22Q LOSS WILD-TYPE     50     81     59
D78V9, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               14                 50
  CLUS_2               50                 81
  CLUS_3               20                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       37     29     18
  22Q LOSS WILD-TYPE     27    100     63
D78V10, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               37                 27
  CLUS_2               29                100
  CLUS_3               18                 63

Clustering(79) Variable = XQ LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ LOSS MUTATED        3      4     14      1     18      1
  XQ LOSS WILD-TYPE    148     23     41     12     64      2
D79V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED        0     14      3      9
  XQ LOSS WILD-TYPE     37     66     62     67
D79V2, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               0                37
  CLUS_2              14                66
  CLUS_3               3                62
  CLUS_4               9                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        7     12     13
  XQ LOSS WILD-TYPE     75     78     78
D79V3, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               7                75
  CLUS_2              12                78
  CLUS_3              13                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       14      5     13
  XQ LOSS WILD-TYPE     92     41     98
D79V4, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              14                92
  CLUS_2               5                41
  CLUS_3              13                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ LOSS MUTATED        3      3      6      5     12
  XQ LOSS WILD-TYPE     62     59     40     32     50
D79V5, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       14     10      5
  XQ LOSS WILD-TYPE     55    103     85
D79V6, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              14                55
  CLUS_2              10               103
  CLUS_3               5                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       13      6     19
  XQ LOSS WILD-TYPE     92     95     96
D79V7, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              13                92
  CLUS_2               6                95
  CLUS_3              19                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        9     11     18
  XQ LOSS WILD-TYPE     93     70    120
D79V8, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               9                93
  CLUS_2              11                70
  CLUS_3              18               120
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        3     22      6
  XQ LOSS WILD-TYPE     61    109     73
D79V9, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               3                61
  CLUS_2              22               109
  CLUS_3               6                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        8     15      8
  XQ LOSS WILD-TYPE     56    114     73
D79V10, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               8                56
  CLUS_2              15               114
  CLUS_3               8                73
> q(save="no")
