
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/HNSC-TP/6159736/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/HNSC-TP/6159665/HNSC-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=HNSC-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=HNSC-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/HNSC-TP/6159665/HNSC-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/HNSC-TP/6159736/transformed.cor.cli.txt"

nPatients in clinical file=458, in cluster file=452, common to both=452
[1]  80 452
[1] "1P GAIN MUTATION ANALYSIS"
[1] 3
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               56               396 
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               56               396 
[1] "1Q GAIN MUTATION ANALYSIS"
[1] 3
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
              101               351 
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
              101               351 
[1] "2P GAIN MUTATION ANALYSIS"
[1] 3
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               79               373 
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               79               373 
[1] "2Q GAIN MUTATION ANALYSIS"
[1] 3
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               62               390 
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               62               390 
[1] "3P GAIN MUTATION ANALYSIS"
[1] 3
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               68               384 
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               68               384 
[1] "3Q GAIN MUTATION ANALYSIS"
[1] 3
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
              218               234 
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
              218               234 
[1] "4P GAIN MUTATION ANALYSIS"
[1] 3
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               32               420 
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               32               420 
[1] "4Q GAIN MUTATION ANALYSIS"
[1] 3
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
               28               424 
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
               28               424 
[1] "5P GAIN MUTATION ANALYSIS"
[1] 3
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
              166               286 
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
              166               286 
[1] "5Q GAIN MUTATION ANALYSIS"
[1] 3
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               59               393 
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               59               393 
[1] "6P GAIN MUTATION ANALYSIS"
[1] 3
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
               67               385 
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
               67               385 
[1] "6Q GAIN MUTATION ANALYSIS"
[1] 3
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               54               398 
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               54               398 
[1] "7P GAIN MUTATION ANALYSIS"
[1] 3
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
              162               290 
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
              162               290 
[1] "7Q GAIN MUTATION ANALYSIS"
[1] 3
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
              111               341 
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
              111               341 
[1] "8P GAIN MUTATION ANALYSIS"
[1] 3
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
              129               323 
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
              129               323 
[1] "8Q GAIN MUTATION ANALYSIS"
[1] 3
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
              272               180 
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
              272               180 
[1] "9P GAIN MUTATION ANALYSIS"
[1] 3
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
               89               363 
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
               89               363 
[1] "9Q GAIN MUTATION ANALYSIS"
[1] 3
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
              120               332 
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
              120               332 
[1] "10P GAIN MUTATION ANALYSIS"
[1] 3
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                34                418 
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                34                418 
[1] "10Q GAIN MUTATION ANALYSIS"
[1] 3
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                32                420 
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                32                420 
[1] "11P GAIN MUTATION ANALYSIS"
[1] 3
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                56                396 
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                56                396 
[1] "11Q GAIN MUTATION ANALYSIS"
[1] 3
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                60                392 
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                60                392 
[1] "12P GAIN MUTATION ANALYSIS"
[1] 3
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
               125                327 
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
               125                327 
[1] "12Q GAIN MUTATION ANALYSIS"
[1] 3
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                76                376 
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                76                376 
[1] "13Q GAIN MUTATION ANALYSIS"
[1] 3
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                51                401 
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                51                401 
[1] "14Q GAIN MUTATION ANALYSIS"
[1] 3
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
               131                321 
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
               131                321 
[1] "15Q GAIN MUTATION ANALYSIS"
[1] 3
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                66                386 
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                66                386 
[1] "16P GAIN MUTATION ANALYSIS"
[1] 3
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                93                359 
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                93                359 
[1] "16Q GAIN MUTATION ANALYSIS"
[1] 3
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                94                358 
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                94                358 
[1] "17P GAIN MUTATION ANALYSIS"
[1] 3
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                59                393 
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                59                393 
[1] "17Q GAIN MUTATION ANALYSIS"
[1] 3
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                76                376 
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                76                376 
[1] "18P GAIN MUTATION ANALYSIS"
[1] 3
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
               105                347 
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
               105                347 
[1] "18Q GAIN MUTATION ANALYSIS"
[1] 3
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                43                409 
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                43                409 
[1] "19P GAIN MUTATION ANALYSIS"
[1] 3
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                40                412 
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                40                412 
[1] "19Q GAIN MUTATION ANALYSIS"
[1] 3
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                57                395 
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                57                395 
[1] "20P GAIN MUTATION ANALYSIS"
[1] 3
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
               165                287 
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
               165                287 
[1] "20Q GAIN MUTATION ANALYSIS"
[1] 3
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
               175                277 
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
               175                277 
[1] "21Q GAIN MUTATION ANALYSIS"
[1] 3
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                29                423 
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                29                423 
[1] "22Q GAIN MUTATION ANALYSIS"
[1] 3
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                95                357 
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                95                357 
[1] "XQ GAIN MUTATION ANALYSIS"
[1] 3
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               72               380 
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               72               380 
[1] "1P LOSS MUTATION ANALYSIS"
[1] 3
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               47               405 
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               47               405 
[1] "1Q LOSS MUTATION ANALYSIS"
[1] 3
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               33               419 
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               33               419 
[1] "2P LOSS MUTATION ANALYSIS"
[1] 3
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               30               422 
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               30               422 
[1] "2Q LOSS MUTATION ANALYSIS"
[1] 3
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               40               412 
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               40               412 
[1] "3P LOSS MUTATION ANALYSIS"
[1] 3
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
              262               190 
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
              262               190 
[1] "3Q LOSS MUTATION ANALYSIS"
[1] 3
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               57               395 
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               57               395 
[1] "4P LOSS MUTATION ANALYSIS"
[1] 3
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
              167               285 
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
              167               285 
[1] "4Q LOSS MUTATION ANALYSIS"
[1] 3
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
              133               319 
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
              133               319 
[1] "5P LOSS MUTATION ANALYSIS"
[1] 3
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               41               411 
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               41               411 
[1] "5Q LOSS MUTATION ANALYSIS"
[1] 3
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
              138               314 
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
              138               314 
[1] "6P LOSS MUTATION ANALYSIS"
[1] 3
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               59               393 
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               59               393 
[1] "6Q LOSS MUTATION ANALYSIS"
[1] 3
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               56               396 
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               56               396 
[1] "7P LOSS MUTATION ANALYSIS"
[1] 3
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
               24               428 
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
               24               428 
[1] "7Q LOSS MUTATION ANALYSIS"
[1] 3
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               39               413 
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               39               413 
[1] "8P LOSS MUTATION ANALYSIS"
[1] 3
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
              166               286 
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
              166               286 
[1] "8Q LOSS MUTATION ANALYSIS"
[1] 3
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               25               427 
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               25               427 
[1] "9P LOSS MUTATION ANALYSIS"
[1] 3
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
              152               300 
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
              152               300 
[1] "9Q LOSS MUTATION ANALYSIS"
[1] 3
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               70               382 
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               70               382 
[1] "10P LOSS MUTATION ANALYSIS"
[1] 3
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
               134                318 
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
               134                318 
[1] "10Q LOSS MUTATION ANALYSIS"
[1] 3
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                91                361 
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                91                361 
[1] "11P LOSS MUTATION ANALYSIS"
[1] 3
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
               116                336 
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
               116                336 
[1] "11Q LOSS MUTATION ANALYSIS"
[1] 3
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
               139                313 
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
               139                313 
[1] "12P LOSS MUTATION ANALYSIS"
[1] 3
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                29                423 
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                29                423 
[1] "12Q LOSS MUTATION ANALYSIS"
[1] 3
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                25                427 
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                25                427 
[1] "13Q LOSS MUTATION ANALYSIS"
[1] 3
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
               145                307 
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
               145                307 
[1] "14Q LOSS MUTATION ANALYSIS"
[1] 3
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                44                408 
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                44                408 
[1] "15Q LOSS MUTATION ANALYSIS"
[1] 3
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                83                369 
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                83                369 
[1] "16P LOSS MUTATION ANALYSIS"
[1] 3
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                53                399 
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                53                399 
[1] "16Q LOSS MUTATION ANALYSIS"
[1] 3
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                68                384 
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                68                384 
[1] "17P LOSS MUTATION ANALYSIS"
[1] 3
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                96                356 
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                96                356 
[1] "17Q LOSS MUTATION ANALYSIS"
[1] 3
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                30                422 
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                30                422 
[1] "18P LOSS MUTATION ANALYSIS"
[1] 3
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                88                364 
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                88                364 
[1] "18Q LOSS MUTATION ANALYSIS"
[1] 3
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
               185                267 
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
               185                267 
[1] "19P LOSS MUTATION ANALYSIS"
[1] 3
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                87                365 
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                87                365 
[1] "19Q LOSS MUTATION ANALYSIS"
[1] 3
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                77                375 
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                77                375 
[1] "20P LOSS MUTATION ANALYSIS"
[1] 3
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                44                408 
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                44                408 
[1] "20Q LOSS MUTATION ANALYSIS"
[1] 3
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                28                424 
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                28                424 
[1] "21Q LOSS MUTATION ANALYSIS"
[1] 3
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
               162                290 
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
               162                290 
[1] "22Q LOSS MUTATION ANALYSIS"
[1] 3
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                67                385 
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                67                385 
[1] "XQ LOSS MUTATION ANALYSIS"
[1] 3
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               71               381 
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               71               381 
[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 452 columns.

Variable 1:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=7,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'RPPA_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'RPPA_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MRNASEQ_CNMF':	nDistinctValues=3,	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=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 10:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=6,	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 452 columns, 0 survival variables, and 10 non-survival variables.
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=7, binary=FALSE, numeric=FALSE
RPPA_CNMF, nv=4, binary=FALSE, numeric=FALSE
RPPA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=4, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=6, binary=FALSE, numeric=FALSE

Clustering(1) Variable = 1P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       41     10      5
  1P GAIN WILD-TYPE    184    167     45
D1V1, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              41               184
  CLUS_2              10               167
  CLUS_3               5                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  1P GAIN MUTATED       10     16     12      5      6      5      2
  1P GAIN WILD-TYPE     57     61     68     60     66     69     15
D1V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED        7      7      5      8
  1P GAIN WILD-TYPE     46     44     32     57
D1V3, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               7                46
  CLUS_2               7                44
  CLUS_3               5                32
  CLUS_4               8                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        1     10     16
  1P GAIN WILD-TYPE     15     62    102
D1V4, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               1                15
  CLUS_2              10                62
  CLUS_3              16               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       22     15     17
  1P GAIN WILD-TYPE    143    107    116
D1V5, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              22               143
  CLUS_2              15               107
  CLUS_3              17               116
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       20     13     21
  1P GAIN WILD-TYPE    141     88    137
D1V6, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              20               141
  CLUS_2              13                88
  CLUS_3              21               137
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       16     27     13
  1P GAIN WILD-TYPE    124    155    116
D1V7, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              16               124
  CLUS_2              27               155
  CLUS_3              13               116
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        2     23     31
  1P GAIN WILD-TYPE     13    150    232
D1V8, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               2                13
  CLUS_2              23               150
  CLUS_3              31               232
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED       15     16     11     12
  1P GAIN WILD-TYPE    107     86     97     71
D1V9, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              15               107
  CLUS_2              16                86
  CLUS_3              11                97
  CLUS_4              12                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1P GAIN MUTATED        0      8     11      4     19     12
  1P GAIN WILD-TYPE      4     32     80     42    136     67
D1V10, multiclass

Clustering(2) Variable = 1Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       73     18     10
  1Q GAIN WILD-TYPE    152    159     40
D2V1, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              73               152
  CLUS_2              18               159
  CLUS_3              10                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  1Q GAIN MUTATED       19     19     36     11      6      7      3
  1Q GAIN WILD-TYPE     48     58     44     54     66     67     14
D2V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED       10     17     11     14
  1Q GAIN WILD-TYPE     43     34     26     51
D2V3, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              10                43
  CLUS_2              17                34
  CLUS_3              11                26
  CLUS_4              14                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED        5     16     31
  1Q GAIN WILD-TYPE     11     56     87
D2V4, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               5                11
  CLUS_2              16                56
  CLUS_3              31                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       54     21     20
  1Q GAIN WILD-TYPE    111    101    113
D2V5, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              54               111
  CLUS_2              21               101
  CLUS_3              20               113
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       52     15     28
  1Q GAIN WILD-TYPE    109     86    130
D2V6, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              52               109
  CLUS_2              15                86
  CLUS_3              28               130
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       21     59     21
  1Q GAIN WILD-TYPE    119    123    108
D2V7, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              21               119
  CLUS_2              59               123
  CLUS_3              21               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED        5     33     63
  1Q GAIN WILD-TYPE     10    140    200
D2V8, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               5                10
  CLUS_2              33               140
  CLUS_3              63               200
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED       14     36     24     21
  1Q GAIN WILD-TYPE    108     66     84     62
D2V9, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              14               108
  CLUS_2              36                66
  CLUS_3              24                84
  CLUS_4              21                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q GAIN MUTATED        0     12     15      8     29     31
  1Q GAIN WILD-TYPE      4     28     76     38    126     48
D2V10, multiclass

Clustering(3) Variable = 2P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       62     10      7
  2P GAIN WILD-TYPE    163    167     43
D3V1, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              62               163
  CLUS_2              10               167
  CLUS_3               7                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  2P GAIN MUTATED       24     15     28      3      5      3      1
  2P GAIN WILD-TYPE     43     62     52     62     67     71     16
D3V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED       11     19      8     11
  2P GAIN WILD-TYPE     42     32     29     54
D3V3, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              11                42
  CLUS_2              19                32
  CLUS_3               8                29
  CLUS_4              11                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        5     16     28
  2P GAIN WILD-TYPE     11     56     90
D3V4, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               5                11
  CLUS_2              16                56
  CLUS_3              28                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       37     24     14
  2P GAIN WILD-TYPE    128     98    119
D3V5, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              37               128
  CLUS_2              24                98
  CLUS_3              14               119
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       38     11     26
  2P GAIN WILD-TYPE    123     90    132
D3V6, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              38               123
  CLUS_2              11                90
  CLUS_3              26               132
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       19     38     21
  2P GAIN WILD-TYPE    121    144    108
D3V7, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              19               121
  CLUS_2              38               144
  CLUS_3              21               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        6     26     46
  2P GAIN WILD-TYPE      9    147    217
D3V8, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               6                 9
  CLUS_2              26               147
  CLUS_3              46               217
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED       14     23     20     17
  2P GAIN WILD-TYPE    108     79     88     66
D3V9, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              14               108
  CLUS_2              23                79
  CLUS_3              20                88
  CLUS_4              17                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P GAIN MUTATED        1      6      6      6     26     29
  2P GAIN WILD-TYPE      3     34     85     40    129     50
D3V10, multiclass

Clustering(4) Variable = 2Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       51      8      3
  2Q GAIN WILD-TYPE    174    169     47
D4V1, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              51               174
  CLUS_2               8               169
  CLUS_3               3                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  2Q GAIN MUTATED       20     13     22      1      2      2      2
  2Q GAIN WILD-TYPE     47     64     58     64     70     72     15
D4V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED       10     13      5     11
  2Q GAIN WILD-TYPE     43     38     32     54
D4V3, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              10                43
  CLUS_2              13                38
  CLUS_3               5                32
  CLUS_4              11                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        2     14     23
  2Q GAIN WILD-TYPE     14     58     95
D4V4, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               2                14
  CLUS_2              14                58
  CLUS_3              23                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       26     20     11
  2Q GAIN WILD-TYPE    139    102    122
D4V5, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              26               139
  CLUS_2              20               102
  CLUS_3              11               122
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       27      8     22
  2Q GAIN WILD-TYPE    134     93    136
D4V6, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              27               134
  CLUS_2               8                93
  CLUS_3              22               136
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       17     28     16
  2Q GAIN WILD-TYPE    123    154    113
D4V7, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              17               123
  CLUS_2              28               154
  CLUS_3              16               113
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        5     23     33
  2Q GAIN WILD-TYPE     10    150    230
D4V8, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               5                10
  CLUS_2              23               150
  CLUS_3              33               230
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED       14     17     10     16
  2Q GAIN WILD-TYPE    108     85     98     67
D4V9, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              14               108
  CLUS_2              17                85
  CLUS_3              10                98
  CLUS_4              16                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q GAIN MUTATED        1      5      5      4     23     19
  2Q GAIN WILD-TYPE      3     35     86     42    132     60
D4V10, multiclass

Clustering(5) Variable = 3P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       33     23     12
  3P GAIN WILD-TYPE    192    154     38
D5V1, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              33               192
  CLUS_2              23               154
  CLUS_3              12                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  3P GAIN MUTATED       11      8     12     22      4     10      1
  3P GAIN WILD-TYPE     56     69     68     43     68     64     16
D5V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED        4     12      7      8
  3P GAIN WILD-TYPE     49     39     30     57
D5V3, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               4                49
  CLUS_2              12                39
  CLUS_3               7                30
  CLUS_4               8                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        6      9     16
  3P GAIN WILD-TYPE     10     63    102
D5V4, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               6                10
  CLUS_2               9                63
  CLUS_3              16               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       39     15     13
  3P GAIN WILD-TYPE    126    107    120
D5V5, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              39               126
  CLUS_2              15               107
  CLUS_3              13               120
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       37      9     21
  3P GAIN WILD-TYPE    124     92    137
D5V6, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              37               124
  CLUS_2               9                92
  CLUS_3              21               137
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       17     40     11
  3P GAIN WILD-TYPE    123    142    118
D5V7, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              17               123
  CLUS_2              40               142
  CLUS_3              11               118
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        0     22     46
  3P GAIN WILD-TYPE     15    151    217
D5V8, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               0                15
  CLUS_2              22               151
  CLUS_3              46               217
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED       12     13     20     15
  3P GAIN WILD-TYPE    110     89     88     68
D5V9, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              12               110
  CLUS_2              13                89
  CLUS_3              20                88
  CLUS_4              15                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P GAIN MUTATED        0      4     16      6     20     14
  3P GAIN WILD-TYPE      4     36     75     40    135     65
D5V10, multiclass

Clustering(6) Variable = 3Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED      128     65     25
  3Q GAIN WILD-TYPE     97    112     25
D6V1, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1             128                97
  CLUS_2              65               112
  CLUS_3              25                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  3Q GAIN MUTATED       38     44     45     37     16     30      8
  3Q GAIN WILD-TYPE     29     33     35     28     56     44      9
D6V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED       29     30     17     34
  3Q GAIN WILD-TYPE     24     21     20     31
D6V3, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              29                24
  CLUS_2              30                21
  CLUS_3              17                20
  CLUS_4              34                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       10     36     64
  3Q GAIN WILD-TYPE      6     36     54
D6V4, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              10                 6
  CLUS_2              36                36
  CLUS_3              64                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       97     63     48
  3Q GAIN WILD-TYPE     68     59     85
D6V5, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              97                68
  CLUS_2              63                59
  CLUS_3              48                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       93     37     78
  3Q GAIN WILD-TYPE     68     64     80
D6V6, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              93                68
  CLUS_2              37                64
  CLUS_3              78                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       55    105     58
  3Q GAIN WILD-TYPE     85     77     71
D6V7, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              55                85
  CLUS_2             105                77
  CLUS_3              58                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        4     90    124
  3Q GAIN WILD-TYPE     11     83    139
D6V8, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               4                11
  CLUS_2              90                83
  CLUS_3             124               139
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED       48     48     47     47
  3Q GAIN WILD-TYPE     74     54     61     36
D6V9, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              48                74
  CLUS_2              48                54
  CLUS_3              47                61
  CLUS_4              47                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q GAIN MUTATED        2     19     35     21     71     42
  3Q GAIN WILD-TYPE      2     21     56     25     84     37
D6V10, multiclass

Clustering(7) Variable = 4P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       21      6      5
  4P GAIN WILD-TYPE    204    171     45
D7V1, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              21               204
  CLUS_2               6               171
  CLUS_3               5                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  4P GAIN MUTATED        5     15      5      2      1      2      2
  4P GAIN WILD-TYPE     62     62     75     63     71     72     15
D7V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P GAIN MUTATED        4      4      5      9
  4P GAIN WILD-TYPE     49     47     32     56
D7V3, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               4                49
  CLUS_2               4                47
  CLUS_3               5                32
  CLUS_4               9                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        2      8     12
  4P GAIN WILD-TYPE     14     64    106
D7V4, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               2                14
  CLUS_2               8                64
  CLUS_3              12               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        8      9     13
  4P GAIN WILD-TYPE    157    113    120
D7V5, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               8               157
  CLUS_2               9               113
  CLUS_3              13               120
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        8      8     14
  4P GAIN WILD-TYPE    153     93    144
D7V6, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               8               153
  CLUS_2               8                93
  CLUS_3              14               144
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        6     11     15
  4P GAIN WILD-TYPE    134    171    114
D7V7, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               6               134
  CLUS_2              11               171
  CLUS_3              15               114
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        2     16     14
  4P GAIN WILD-TYPE     13    157    249
D7V8, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               2                13
  CLUS_2              16               157
  CLUS_3              14               249
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P GAIN MUTATED        9      3      9      7
  4P GAIN WILD-TYPE    113     99     99     76
D7V9, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               9               113
  CLUS_2               3                99
  CLUS_3               9                99
  CLUS_4               7                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P GAIN MUTATED        1      4      2      3     13      5
  4P GAIN WILD-TYPE      3     36     89     43    142     74
D7V10, multiclass

Clustering(8) Variable = 4Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       16      8      4
  4Q GAIN WILD-TYPE    209    169     46
D8V1, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              16               209
  CLUS_2               8               169
  CLUS_3               4                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  4Q GAIN MUTATED        6      9      4      2      3      1      3
  4Q GAIN WILD-TYPE     61     68     76     63     69     73     14
D8V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q GAIN MUTATED        4      4      3      5
  4Q GAIN WILD-TYPE     49     47     34     60
D8V3, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               4                49
  CLUS_2               4                47
  CLUS_3               3                34
  CLUS_4               5                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        1      5     10
  4Q GAIN WILD-TYPE     15     67    108
D8V4, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               1                15
  CLUS_2               5                67
  CLUS_3              10               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        8      8     10
  4Q GAIN WILD-TYPE    157    114    123
D8V5, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               8               157
  CLUS_2               8               114
  CLUS_3              10               123
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        8      7     11
  4Q GAIN WILD-TYPE    153     94    147
D8V6, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               8               153
  CLUS_2               7                94
  CLUS_3              11               147
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        9     10      9
  4Q GAIN WILD-TYPE    131    172    120
D8V7, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               9               131
  CLUS_2              10               172
  CLUS_3               9               120
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        1     11     16
  4Q GAIN WILD-TYPE     14    162    247
D8V8, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               1                14
  CLUS_2              11               162
  CLUS_3              16               247
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q GAIN MUTATED        7      4      7      6
  4Q GAIN WILD-TYPE    115     98    101     77
D8V9, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               7               115
  CLUS_2               4                98
  CLUS_3               7               101
  CLUS_4               6                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q GAIN MUTATED        1      2      3      3      8      7
  4Q GAIN WILD-TYPE      3     38     88     43    147     72
D8V10, multiclass

Clustering(9) Variable = 5P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED      111     36     19
  5P GAIN WILD-TYPE    114    141     31
D9V1, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1             111               114
  CLUS_2              36               141
  CLUS_3              19                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  5P GAIN MUTATED       30     39     34     22     15     19      7
  5P GAIN WILD-TYPE     37     38     46     43     57     55     10
D9V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED       20     17     14     22
  5P GAIN WILD-TYPE     33     34     23     43
D9V3, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              20                33
  CLUS_2              17                34
  CLUS_3              14                23
  CLUS_4              22                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        4     25     44
  5P GAIN WILD-TYPE     12     47     74
D9V4, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               4                12
  CLUS_2              25                47
  CLUS_3              44                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       65     52     39
  5P GAIN WILD-TYPE    100     70     94
D9V5, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              65               100
  CLUS_2              52                70
  CLUS_3              39                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       63     35     58
  5P GAIN WILD-TYPE     98     66    100
D9V6, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              63                98
  CLUS_2              35                66
  CLUS_3              58               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       44     69     52
  5P GAIN WILD-TYPE     96    113     77
D9V7, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              44                96
  CLUS_2              69               113
  CLUS_3              52                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        5     63     97
  5P GAIN WILD-TYPE     10    110    166
D9V8, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               5                10
  CLUS_2              63               110
  CLUS_3              97               166
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED       37     38     39     37
  5P GAIN WILD-TYPE     85     64     69     46
D9V9, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              37                85
  CLUS_2              38                64
  CLUS_3              39                69
  CLUS_4              37                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P GAIN MUTATED        2     14     30     18     56     31
  5P GAIN WILD-TYPE      2     26     61     28     99     48
D9V10, multiclass

Clustering(10) Variable = 5Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       37     13      9
  5Q GAIN WILD-TYPE    188    164     41
D10V1, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              37               188
  CLUS_2              13               164
  CLUS_3               9                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  5Q GAIN MUTATED       10     12     12     11      8      5      1
  5Q GAIN WILD-TYPE     57     65     68     54     64     69     16
D10V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED       10      5      4      7
  5Q GAIN WILD-TYPE     43     46     33     58
D10V3, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              10                43
  CLUS_2               5                46
  CLUS_3               4                33
  CLUS_4               7                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        1     11     14
  5Q GAIN WILD-TYPE     15     61    104
D10V4, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               1                15
  CLUS_2              11                61
  CLUS_3              14               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       24     15     16
  5Q GAIN WILD-TYPE    141    107    117
D10V5, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              24               141
  CLUS_2              15               107
  CLUS_3              16               117
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       23     15     17
  5Q GAIN WILD-TYPE    138     86    141
D10V6, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              23               138
  CLUS_2              15                86
  CLUS_3              17               141
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       17     28     14
  5Q GAIN WILD-TYPE    123    154    115
D10V7, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              17               123
  CLUS_2              28               154
  CLUS_3              14               115
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        2     17     40
  5Q GAIN WILD-TYPE     13    156    223
D10V8, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               2                13
  CLUS_2              17               156
  CLUS_3              40               223
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED       15     15     13     12
  5Q GAIN WILD-TYPE    107     87     95     71
D10V9, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              15               107
  CLUS_2              15                87
  CLUS_3              13                95
  CLUS_4              12                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q GAIN MUTATED        1      5     14      9     15     11
  5Q GAIN WILD-TYPE      3     35     77     37    140     68
D10V10, multiclass

Clustering(11) Variable = 6P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       40     13     14
  6P GAIN WILD-TYPE    185    164     36
D11V1, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              40               185
  CLUS_2              13               164
  CLUS_3              14                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  6P GAIN MUTATED       15     18     14      3      7      8      2
  6P GAIN WILD-TYPE     52     59     66     62     65     66     15
D11V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P GAIN MUTATED        7      8      8      7
  6P GAIN WILD-TYPE     46     43     29     58
D11V3, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               7                46
  CLUS_2               8                43
  CLUS_3               8                29
  CLUS_4               7                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        3     12     15
  6P GAIN WILD-TYPE     13     60    103
D11V4, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               3                13
  CLUS_2              12                60
  CLUS_3              15               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       23     18     20
  6P GAIN WILD-TYPE    142    104    113
D11V5, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              23               142
  CLUS_2              18               104
  CLUS_3              20               113
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       24     12     25
  6P GAIN WILD-TYPE    137     89    133
D11V6, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              24               137
  CLUS_2              12                89
  CLUS_3              25               133
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       22     25     19
  6P GAIN WILD-TYPE    118    157    110
D11V7, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              22               118
  CLUS_2              25               157
  CLUS_3              19               110
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        5     26     35
  6P GAIN WILD-TYPE     10    147    228
D11V8, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               5                10
  CLUS_2              26               147
  CLUS_3              35               228
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P GAIN MUTATED       20     17     12     12
  6P GAIN WILD-TYPE    102     85     96     71
D11V9, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              20               102
  CLUS_2              17                85
  CLUS_3              12                96
  CLUS_4              12                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P GAIN MUTATED        0      7      9      7     22     16
  6P GAIN WILD-TYPE      4     33     82     39    133     63
D11V10, multiclass

Clustering(12) Variable = 6Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       31     11     12
  6Q GAIN WILD-TYPE    194    166     38
D12V1, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              31               194
  CLUS_2              11               166
  CLUS_3              12                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  6Q GAIN MUTATED       10     16     10      1     10      6      1
  6Q GAIN WILD-TYPE     57     61     70     64     62     68     16
D12V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q GAIN MUTATED        7      4      7      4
  6Q GAIN WILD-TYPE     46     47     30     61
D12V3, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               7                46
  CLUS_2               4                47
  CLUS_3               7                30
  CLUS_4               4                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        1     12      9
  6Q GAIN WILD-TYPE     15     60    109
D12V4, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               1                15
  CLUS_2              12                60
  CLUS_3               9               109
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       13     14     21
  6Q GAIN WILD-TYPE    152    108    112
D12V5, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              13               152
  CLUS_2              14               108
  CLUS_3              21               112
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       12     15     21
  6Q GAIN WILD-TYPE    149     86    137
D12V6, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              12               149
  CLUS_2              15                86
  CLUS_3              21               137
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       22     16     15
  6Q GAIN WILD-TYPE    118    166    114
D12V7, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              22               118
  CLUS_2              16               166
  CLUS_3              15               114
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        3     22     28
  6Q GAIN WILD-TYPE     12    151    235
D12V8, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               3                12
  CLUS_2              22               151
  CLUS_3              28               235
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q GAIN MUTATED       21     11     10      8
  6Q GAIN WILD-TYPE    101     91     98     75
D12V9, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              21               101
  CLUS_2              11                91
  CLUS_3              10                98
  CLUS_4               8                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q GAIN MUTATED        0      8      9      7     18      8
  6Q GAIN WILD-TYPE      4     32     82     39    137     71
D12V10, multiclass

Clustering(13) Variable = 7P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED      111     33     18
  7P GAIN WILD-TYPE    114    144     32
D13V1, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1             111               114
  CLUS_2              33               144
  CLUS_3              18                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  7P GAIN MUTATED       32     33     44      5     24     18      6
  7P GAIN WILD-TYPE     35     44     36     60     48     56     11
D13V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED       23     24     15     23
  7P GAIN WILD-TYPE     30     27     22     42
D13V3, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              23                30
  CLUS_2              24                27
  CLUS_3              15                22
  CLUS_4              23                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        5     33     47
  7P GAIN WILD-TYPE     11     39     71
D13V4, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               5                11
  CLUS_2              33                39
  CLUS_3              47                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       57     43     52
  7P GAIN WILD-TYPE    108     79     81
D13V5, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              57               108
  CLUS_2              43                79
  CLUS_3              52                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       58     40     54
  7P GAIN WILD-TYPE    103     61    104
D13V6, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              58               103
  CLUS_2              40                61
  CLUS_3              54               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       45     75     41
  7P GAIN WILD-TYPE     95    107     88
D13V7, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              45                95
  CLUS_2              75               107
  CLUS_3              41                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        9     59     93
  7P GAIN WILD-TYPE      6    114    170
D13V8, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               9                 6
  CLUS_2              59               114
  CLUS_3              93               170
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED       39     34     38     36
  7P GAIN WILD-TYPE     83     68     70     47
D13V9, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              39                83
  CLUS_2              34                68
  CLUS_3              38                70
  CLUS_4              36                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P GAIN MUTATED        2     17     22     18     52     36
  7P GAIN WILD-TYPE      2     23     69     28    103     43
D13V10, multiclass

Clustering(14) Variable = 7Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       78     21     12
  7Q GAIN WILD-TYPE    147    156     38
D14V1, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              78               147
  CLUS_2              21               156
  CLUS_3              12                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  7Q GAIN MUTATED       22     17     40      5     15      8      4
  7Q GAIN WILD-TYPE     45     60     40     60     57     66     13
D14V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED       16     21      9     15
  7Q GAIN WILD-TYPE     37     30     28     50
D14V3, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              16                37
  CLUS_2              21                30
  CLUS_3               9                28
  CLUS_4              15                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        4     21     36
  7Q GAIN WILD-TYPE     12     51     82
D14V4, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               4                12
  CLUS_2              21                51
  CLUS_3              36                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       50     27     28
  7Q GAIN WILD-TYPE    115     95    105
D14V5, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              50               115
  CLUS_2              27                95
  CLUS_3              28               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       49     24     32
  7Q GAIN WILD-TYPE    112     77    126
D14V6, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              49               112
  CLUS_2              24                77
  CLUS_3              32               126
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       28     60     23
  7Q GAIN WILD-TYPE    112    122    106
D14V7, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              28               112
  CLUS_2              60               122
  CLUS_3              23               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        4     39     68
  7Q GAIN WILD-TYPE     11    134    195
D14V8, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               4                11
  CLUS_2              39               134
  CLUS_3              68               195
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED       25     28     23     27
  7Q GAIN WILD-TYPE     97     74     85     56
D14V9, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              25                97
  CLUS_2              28                74
  CLUS_3              23                85
  CLUS_4              27                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q GAIN MUTATED        2     15     14      8     33     31
  7Q GAIN WILD-TYPE      2     25     77     38    122     48
D14V10, multiclass

Clustering(15) Variable = 8P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       67     44     18
  8P GAIN WILD-TYPE    158    133     32
D15V1, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              67               158
  CLUS_2              44               133
  CLUS_3              18                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  8P GAIN MUTATED       24     19     23     21     12     20     10
  8P GAIN WILD-TYPE     43     58     57     44     60     54      7
D15V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED       12     17     13     16
  8P GAIN WILD-TYPE     41     34     24     49
D15V3, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              12                41
  CLUS_2              17                34
  CLUS_3              13                24
  CLUS_4              16                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        6     19     33
  8P GAIN WILD-TYPE     10     53     85
D15V4, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               6                10
  CLUS_2              19                53
  CLUS_3              33                85
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       53     32     34
  8P GAIN WILD-TYPE    112     90     99
D15V5, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              53               112
  CLUS_2              32                90
  CLUS_3              34                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       55     24     40
  8P GAIN WILD-TYPE    106     77    118
D15V6, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              55               106
  CLUS_2              24                77
  CLUS_3              40               118
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       36     58     34
  8P GAIN WILD-TYPE    104    124     95
D15V7, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              36               104
  CLUS_2              58               124
  CLUS_3              34                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        3     46     79
  8P GAIN WILD-TYPE     12    127    184
D15V8, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               3                12
  CLUS_2              46               127
  CLUS_3              79               184
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED       33     34     29     20
  8P GAIN WILD-TYPE     89     68     79     63
D15V9, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              33                89
  CLUS_2              34                68
  CLUS_3              29                79
  CLUS_4              20                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P GAIN MUTATED        1     10     28     10     40     27
  8P GAIN WILD-TYPE      3     30     63     36    115     52
D15V10, multiclass

Clustering(16) Variable = 8Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED      147     90     35
  8Q GAIN WILD-TYPE     78     87     15
D16V1, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1             147                78
  CLUS_2              90                87
  CLUS_3              35                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  8Q GAIN MUTATED       36     62     46     29     39     47     13
  8Q GAIN WILD-TYPE     31     15     34     36     33     27      4
D16V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED       30     24     24     45
  8Q GAIN WILD-TYPE     23     27     13     20
D16V3, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              30                23
  CLUS_2              24                27
  CLUS_3              24                13
  CLUS_4              45                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED        8     43     72
  8Q GAIN WILD-TYPE      8     29     46
D16V4, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1               8                 8
  CLUS_2              43                29
  CLUS_3              72                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       92     82     81
  8Q GAIN WILD-TYPE     73     40     52
D16V5, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              92                73
  CLUS_2              82                40
  CLUS_3              81                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       90     59    106
  8Q GAIN WILD-TYPE     71     42     52
D16V6, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              90                71
  CLUS_2              59                42
  CLUS_3             106                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       78    107     86
  8Q GAIN WILD-TYPE     62     75     43
D16V7, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              78                62
  CLUS_2             107                75
  CLUS_3              86                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED        8    117    146
  8Q GAIN WILD-TYPE      7     56    117
D16V8, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1               8                 7
  CLUS_2             117                56
  CLUS_3             146               117
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED       77     56     63     55
  8Q GAIN WILD-TYPE     45     46     45     28
D16V9, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              77                45
  CLUS_2              56                46
  CLUS_3              63                45
  CLUS_4              55                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q GAIN MUTATED        2     28     44     30    101     46
  8Q GAIN WILD-TYPE      2     12     47     16     54     33
D16V10, multiclass

Clustering(17) Variable = 9P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       24     28     37
  9P GAIN WILD-TYPE    201    149     13
D17V1, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              24               201
  CLUS_2              28               149
  CLUS_3              37                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  9P GAIN MUTATED        6     14     16     11     29     11      2
  9P GAIN WILD-TYPE     61     63     64     54     43     63     15
D17V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED       13     11     11     10
  9P GAIN WILD-TYPE     40     40     26     55
D17V3, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              13                40
  CLUS_2              11                40
  CLUS_3              11                26
  CLUS_4              10                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        4     23     18
  9P GAIN WILD-TYPE     12     49    100
D17V4, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               4                12
  CLUS_2              23                49
  CLUS_3              18               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       24     22     35
  9P GAIN WILD-TYPE    141    100     98
D17V5, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              24               141
  CLUS_2              22               100
  CLUS_3              35                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       24     30     27
  9P GAIN WILD-TYPE    137     71    131
D17V6, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              24               137
  CLUS_2              30                71
  CLUS_3              27               131
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       38     27     24
  9P GAIN WILD-TYPE    102    155    105
D17V7, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              38               102
  CLUS_2              27               155
  CLUS_3              24               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        4     32     53
  9P GAIN WILD-TYPE     11    141    210
D17V8, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               4                11
  CLUS_2              32               141
  CLUS_3              53               210
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED       34     10     26     16
  9P GAIN WILD-TYPE     88     92     82     67
D17V9, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              34                88
  CLUS_2              10                92
  CLUS_3              26                82
  CLUS_4              16                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P GAIN MUTATED        1      5     23     13     30     14
  9P GAIN WILD-TYPE      3     35     68     33    125     65
D17V10, multiclass

Clustering(18) Variable = 9Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       47     33     40
  9Q GAIN WILD-TYPE    178    144     10
D18V1, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              47               178
  CLUS_2              33               144
  CLUS_3              40                10
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  9Q GAIN MUTATED       15     17     22     15     31     16      4
  9Q GAIN WILD-TYPE     52     60     58     50     41     58     13
D18V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED       16     16     17     15
  9Q GAIN WILD-TYPE     37     35     20     50
D18V3, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              16                37
  CLUS_2              16                35
  CLUS_3              17                20
  CLUS_4              15                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        5     29     30
  9Q GAIN WILD-TYPE     11     43     88
D18V4, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               5                11
  CLUS_2              29                43
  CLUS_3              30                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       42     31     41
  9Q GAIN WILD-TYPE    123     91     92
D18V5, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              42               123
  CLUS_2              31                91
  CLUS_3              41                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       38     36     40
  9Q GAIN WILD-TYPE    123     65    118
D18V6, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              38               123
  CLUS_2              36                65
  CLUS_3              40               118
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       41     46     33
  9Q GAIN WILD-TYPE     99    136     96
D18V7, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              41                99
  CLUS_2              46               136
  CLUS_3              33                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        2     44     74
  9Q GAIN WILD-TYPE     13    129    189
D18V8, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               2                13
  CLUS_2              44               129
  CLUS_3              74               189
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED       38     20     33     20
  9Q GAIN WILD-TYPE     84     82     75     63
D18V9, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              38                84
  CLUS_2              20                82
  CLUS_3              33                75
  CLUS_4              20                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q GAIN MUTATED        1     10     22     19     38     21
  9Q GAIN WILD-TYPE      3     30     69     27    117     58
D18V10, multiclass

Clustering(19) Variable = 10P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       24      9      1
  10P GAIN WILD-TYPE    201    168     49
D19V1, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               24                201
  CLUS_2                9                168
  CLUS_3                1                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  10P GAIN MUTATED       16      3      6      5      2      1      1
  10P GAIN WILD-TYPE     51     74     74     60     70     73     16
D19V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED        3      6      4      4
  10P GAIN WILD-TYPE     50     45     33     61
D19V3, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                3                 50
  CLUS_2                6                 45
  CLUS_3                4                 33
  CLUS_4                4                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        1      4     12
  10P GAIN WILD-TYPE     15     68    106
D19V4, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                1                 15
  CLUS_2                4                 68
  CLUS_3               12                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       17      5      9
  10P GAIN WILD-TYPE    148    117    124
D19V5, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               17                148
  CLUS_2                5                117
  CLUS_3                9                124
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       19      5      7
  10P GAIN WILD-TYPE    142     96    151
D19V6, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               19                142
  CLUS_2                5                 96
  CLUS_3                7                151
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       11     18      5
  10P GAIN WILD-TYPE    129    164    124
D19V7, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               11                129
  CLUS_2               18                164
  CLUS_3                5                124
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        0      9     25
  10P GAIN WILD-TYPE     15    164    238
D19V8, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                0                 15
  CLUS_2                9                164
  CLUS_3               25                238
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED        6     12      8      5
  10P GAIN WILD-TYPE    116     90    100     78
D19V9, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                6                116
  CLUS_2               12                 90
  CLUS_3                8                100
  CLUS_4                5                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P GAIN MUTATED        0      3      4      5      7     12
  10P GAIN WILD-TYPE      4     37     87     41    148     67
D19V10, multiclass

Clustering(20) Variable = 10Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       20      6      6
  10Q GAIN WILD-TYPE    205    171     44
D20V1, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               20                205
  CLUS_2                6                171
  CLUS_3                6                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  10Q GAIN MUTATED        8      5      8      4      4      2      1
  10Q GAIN WILD-TYPE     59     72     72     61     68     72     16
D20V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q GAIN MUTATED        3      5      6      2
  10Q GAIN WILD-TYPE     50     46     31     63
D20V3, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                3                 50
  CLUS_2                5                 46
  CLUS_3                6                 31
  CLUS_4                2                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        2      7      7
  10Q GAIN WILD-TYPE     14     65    111
D20V4, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                2                 14
  CLUS_2                7                 65
  CLUS_3                7                111
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        9     11      9
  10Q GAIN WILD-TYPE    156    111    124
D20V5, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                9                156
  CLUS_2               11                111
  CLUS_3                9                124
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       11      4     14
  10Q GAIN WILD-TYPE    150     97    144
D20V6, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               11                150
  CLUS_2                4                 97
  CLUS_3               14                144
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED       12     10     10
  10Q GAIN WILD-TYPE    128    172    119
D20V7, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1               12                128
  CLUS_2               10                172
  CLUS_3               10                119
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        2     15     15
  10Q GAIN WILD-TYPE     13    158    248
D20V8, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               15                158
  CLUS_3               15                248
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q GAIN MUTATED        9      4      9      8
  10Q GAIN WILD-TYPE    113     98     99     75
D20V9, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                9                113
  CLUS_2                4                 98
  CLUS_3                9                 99
  CLUS_4                8                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q GAIN MUTATED        0      1      1      5     14      9
  10Q GAIN WILD-TYPE      4     39     90     41    141     70
D20V10, multiclass

Clustering(21) Variable = 11P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       30     15     11
  11P GAIN WILD-TYPE    195    162     39
D21V1, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               30                195
  CLUS_2               15                162
  CLUS_3               11                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  11P GAIN MUTATED        2     20     11      6      9      4      4
  11P GAIN WILD-TYPE     65     57     69     59     63     70     13
D21V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED        8      5      4      7
  11P GAIN WILD-TYPE     45     46     33     58
D21V3, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                8                 45
  CLUS_2                5                 46
  CLUS_3                4                 33
  CLUS_4                7                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        2     10     12
  11P GAIN WILD-TYPE     14     62    106
D21V4, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                2                 14
  CLUS_2               10                 62
  CLUS_3               12                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       17     15     21
  11P GAIN WILD-TYPE    148    107    112
D21V5, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               17                148
  CLUS_2               15                107
  CLUS_3               21                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       13     18     22
  11P GAIN WILD-TYPE    148     83    136
D21V6, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               13                148
  CLUS_2               18                 83
  CLUS_3               22                136
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       21     19     15
  11P GAIN WILD-TYPE    119    163    114
D21V7, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               21                119
  CLUS_2               19                163
  CLUS_3               15                114
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        1     25     29
  11P GAIN WILD-TYPE     14    148    234
D21V8, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                1                 14
  CLUS_2               25                148
  CLUS_3               29                234
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED       22      5     18      6
  11P GAIN WILD-TYPE    100     97     90     77
D21V9, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               22                100
  CLUS_2                5                 97
  CLUS_3               18                 90
  CLUS_4                6                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P GAIN MUTATED        0      5     12      5     22      7
  11P GAIN WILD-TYPE      4     35     79     41    133     72
D21V10, multiclass

Clustering(22) Variable = 11Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       37     17      6
  11Q GAIN WILD-TYPE    188    160     44
D22V1, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               37                188
  CLUS_2               17                160
  CLUS_3                6                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  11Q GAIN MUTATED        8     18     13      3     10      3      5
  11Q GAIN WILD-TYPE     59     59     67     62     62     71     12
D22V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED        8      5      3     12
  11Q GAIN WILD-TYPE     45     46     34     53
D22V3, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                8                 45
  CLUS_2                5                 46
  CLUS_3                3                 34
  CLUS_4               12                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        1     11     16
  11Q GAIN WILD-TYPE     15     61    102
D22V4, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                1                 15
  CLUS_2               11                 61
  CLUS_3               16                102
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       17     16     22
  11Q GAIN WILD-TYPE    148    106    111
D22V5, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               17                148
  CLUS_2               16                106
  CLUS_3               22                111
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       14     19     22
  11Q GAIN WILD-TYPE    147     82    136
D22V6, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               14                147
  CLUS_2               19                 82
  CLUS_3               22                136
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       21     22     16
  11Q GAIN WILD-TYPE    119    160    113
D22V7, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               21                119
  CLUS_2               22                160
  CLUS_3               16                113
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        3     23     33
  11Q GAIN WILD-TYPE     12    150    230
D22V8, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               23                150
  CLUS_3               33                230
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED       18      8     19      9
  11Q GAIN WILD-TYPE    104     94     89     74
D22V9, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               18                104
  CLUS_2                8                 94
  CLUS_3               19                 89
  CLUS_4                9                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q GAIN MUTATED        0      8      9      7     21      9
  11Q GAIN WILD-TYPE      4     32     82     39    134     70
D22V10, multiclass

Clustering(23) Variable = 12P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       88     23     14
  12P GAIN WILD-TYPE    137    154     36
D23V1, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               88                137
  CLUS_2               23                154
  CLUS_3               14                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  12P GAIN MUTATED       30     25     34     16      7     11      2
  12P GAIN WILD-TYPE     37     52     46     49     65     63     15
D23V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED       20     22      9     12
  12P GAIN WILD-TYPE     33     29     28     53
D23V3, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               20                 33
  CLUS_2               22                 29
  CLUS_3                9                 28
  CLUS_4               12                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        7     24     32
  12P GAIN WILD-TYPE      9     48     86
D23V4, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                7                  9
  CLUS_2               24                 48
  CLUS_3               32                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       60     31     25
  12P GAIN WILD-TYPE    105     91    108
D23V5, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               60                105
  CLUS_2               31                 91
  CLUS_3               25                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       59     18     39
  12P GAIN WILD-TYPE    102     83    119
D23V6, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               59                102
  CLUS_2               18                 83
  CLUS_3               39                119
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       34     63     28
  12P GAIN WILD-TYPE    106    119    101
D23V7, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               34                106
  CLUS_2               63                119
  CLUS_3               28                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        6     43     76
  12P GAIN WILD-TYPE      9    130    187
D23V8, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                6                  9
  CLUS_2               43                130
  CLUS_3               76                187
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED       26     38     25     26
  12P GAIN WILD-TYPE     96     64     83     57
D23V9, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               26                 96
  CLUS_2               38                 64
  CLUS_3               25                 83
  CLUS_4               26                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P GAIN MUTATED        1     10     20      9     38     37
  12P GAIN WILD-TYPE      3     30     71     37    117     42
D23V10, multiclass

Clustering(24) Variable = 12Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       51     14     11
  12Q GAIN WILD-TYPE    174    163     39
D24V1, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               51                174
  CLUS_2               14                163
  CLUS_3               11                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  12Q GAIN MUTATED       20     17     16     12      5      5      1
  12Q GAIN WILD-TYPE     47     60     64     53     67     69     16
D24V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED       13     15      5      8
  12Q GAIN WILD-TYPE     40     36     32     57
D24V3, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               13                 40
  CLUS_2               15                 36
  CLUS_3                5                 32
  CLUS_4                8                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        6     15     20
  12Q GAIN WILD-TYPE     10     57     98
D24V4, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                6                 10
  CLUS_2               15                 57
  CLUS_3               20                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       35     20     13
  12Q GAIN WILD-TYPE    130    102    120
D24V5, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               35                130
  CLUS_2               20                102
  CLUS_3               13                120
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       34     11     23
  12Q GAIN WILD-TYPE    127     90    135
D24V6, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               34                127
  CLUS_2               11                 90
  CLUS_3               23                135
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       27     31     18
  12Q GAIN WILD-TYPE    113    151    111
D24V7, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               27                113
  CLUS_2               31                151
  CLUS_3               18                111
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        2     28     46
  12Q GAIN WILD-TYPE     13    145    217
D24V8, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               28                145
  CLUS_3               46                217
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED       19     25     13     10
  12Q GAIN WILD-TYPE    103     77     95     73
D24V9, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               19                103
  CLUS_2               25                 77
  CLUS_3               13                 95
  CLUS_4               10                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q GAIN MUTATED        0      6     14      3     23     21
  12Q GAIN WILD-TYPE      4     34     77     43    132     58
D24V10, multiclass

Clustering(25) Variable = 13Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       38     10      3
  13Q GAIN WILD-TYPE    187    167     47
D25V1, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               38                187
  CLUS_2               10                167
  CLUS_3                3                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  13Q GAIN MUTATED        9     16      8      4      4      5      5
  13Q GAIN WILD-TYPE     58     61     72     61     68     69     12
D25V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED        7      7      2      9
  13Q GAIN WILD-TYPE     46     44     35     56
D25V3, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                7                 46
  CLUS_2                7                 44
  CLUS_3                2                 35
  CLUS_4                9                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        3      7     15
  13Q GAIN WILD-TYPE     13     65    103
D25V4, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                3                 13
  CLUS_2                7                 65
  CLUS_3               15                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        8     20     18
  13Q GAIN WILD-TYPE    157    102    115
D25V5, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                8                157
  CLUS_2               20                102
  CLUS_3               18                115
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        9     12     25
  13Q GAIN WILD-TYPE    152     89    133
D25V6, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                9                152
  CLUS_2               12                 89
  CLUS_3               25                133
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       15     15     20
  13Q GAIN WILD-TYPE    125    167    109
D25V7, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               15                125
  CLUS_2               15                167
  CLUS_3               20                109
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        4     23     23
  13Q GAIN WILD-TYPE     11    150    240
D25V8, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               23                150
  CLUS_3               23                240
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED       15      4     14     12
  13Q GAIN WILD-TYPE    107     98     94     71
D25V9, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               15                107
  CLUS_2                4                 98
  CLUS_3               14                 94
  CLUS_4               12                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q GAIN MUTATED        0      4      7      5     22      7
  13Q GAIN WILD-TYPE      4     36     84     41    133     72
D25V10, multiclass

Clustering(26) Variable = 14Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       83     27     21
  14Q GAIN WILD-TYPE    142    150     29
D26V1, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               83                142
  CLUS_2               27                150
  CLUS_3               21                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  14Q GAIN MUTATED       22     33     33      3     16     19      5
  14Q GAIN WILD-TYPE     45     44     47     62     56     55     12
D26V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED       16     13     17     19
  14Q GAIN WILD-TYPE     37     38     20     46
D26V3, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               16                 37
  CLUS_2               13                 38
  CLUS_3               17                 20
  CLUS_4               19                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        3     25     37
  14Q GAIN WILD-TYPE     13     47     81
D26V4, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                3                 13
  CLUS_2               25                 47
  CLUS_3               37                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       37     40     42
  14Q GAIN WILD-TYPE    128     82     91
D26V5, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               37                128
  CLUS_2               40                 82
  CLUS_3               42                 91
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       40     29     50
  14Q GAIN WILD-TYPE    121     72    108
D26V6, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               40                121
  CLUS_2               29                 72
  CLUS_3               50                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       40     44     46
  14Q GAIN WILD-TYPE    100    138     83
D26V7, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               40                100
  CLUS_2               44                138
  CLUS_3               46                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        9     59     62
  14Q GAIN WILD-TYPE      6    114    201
D26V8, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                9                  6
  CLUS_2               59                114
  CLUS_3               62                201
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED       40     21     33     29
  14Q GAIN WILD-TYPE     82     81     75     54
D26V9, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               40                 82
  CLUS_2               21                 81
  CLUS_3               33                 75
  CLUS_4               29                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q GAIN MUTATED        3     14     14     18     53     21
  14Q GAIN WILD-TYPE      1     26     77     28    102     58
D26V10, multiclass

Clustering(27) Variable = 15Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       44     15      7
  15Q GAIN WILD-TYPE    181    162     43
D27V1, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               44                181
  CLUS_2               15                162
  CLUS_3                7                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  15Q GAIN MUTATED       14     14     13      3     13      6      3
  15Q GAIN WILD-TYPE     53     63     67     62     59     68     14
D27V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED        6     11      8      9
  15Q GAIN WILD-TYPE     47     40     29     56
D27V3, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                6                 47
  CLUS_2               11                 40
  CLUS_3                8                 29
  CLUS_4                9                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        3     11     20
  15Q GAIN WILD-TYPE     13     61     98
D27V4, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                3                 13
  CLUS_2               11                 61
  CLUS_3               20                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       20     16     25
  15Q GAIN WILD-TYPE    145    106    108
D27V5, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               20                145
  CLUS_2               16                106
  CLUS_3               25                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       23     18     20
  15Q GAIN WILD-TYPE    138     83    138
D27V6, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               23                138
  CLUS_2               18                 83
  CLUS_3               20                138
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       19     31     16
  15Q GAIN WILD-TYPE    121    151    113
D27V7, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               19                121
  CLUS_2               31                151
  CLUS_3               16                113
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        3     23     40
  15Q GAIN WILD-TYPE     12    150    223
D27V8, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               23                150
  CLUS_3               40                223
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED       14     18     20      8
  15Q GAIN WILD-TYPE    108     84     88     75
D27V9, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               14                108
  CLUS_2               18                 84
  CLUS_3               20                 88
  CLUS_4                8                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q GAIN MUTATED        1      8     11      7     18     15
  15Q GAIN WILD-TYPE      3     32     80     39    137     64
D27V10, multiclass

Clustering(28) Variable = 16P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       64     18     11
  16P GAIN WILD-TYPE    161    159     39
D28V1, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               64                161
  CLUS_2               18                159
  CLUS_3               11                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  16P GAIN MUTATED       28     23     15      7      3     12      5
  16P GAIN WILD-TYPE     39     54     65     58     69     62     12
D28V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED        9     15      9     11
  16P GAIN WILD-TYPE     44     36     28     54
D28V3, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                9                 44
  CLUS_2               15                 36
  CLUS_3                9                 28
  CLUS_4               11                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        4     14     26
  16P GAIN WILD-TYPE     12     58     92
D28V4, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                4                 12
  CLUS_2               14                 58
  CLUS_3               26                 92
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       32     24     33
  16P GAIN WILD-TYPE    133     98    100
D28V5, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               32                133
  CLUS_2               24                 98
  CLUS_3               33                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       34     22     33
  16P GAIN WILD-TYPE    127     79    125
D28V6, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               34                127
  CLUS_2               22                 79
  CLUS_3               33                125
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       24     40     28
  16P GAIN WILD-TYPE    116    142    101
D28V7, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               24                116
  CLUS_2               40                142
  CLUS_3               28                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        5     35     52
  16P GAIN WILD-TYPE     10    138    211
D28V8, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                5                 10
  CLUS_2               35                138
  CLUS_3               52                211
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED       22     25     25     16
  16P GAIN WILD-TYPE    100     77     83     67
D28V9, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               22                100
  CLUS_2               25                 77
  CLUS_3               25                 83
  CLUS_4               16                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P GAIN MUTATED        1      5     19      8     31     24
  16P GAIN WILD-TYPE      3     35     72     38    124     55
D28V10, multiclass

Clustering(29) Variable = 16Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       64     18     12
  16Q GAIN WILD-TYPE    161    159     38
D29V1, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               64                161
  CLUS_2               18                159
  CLUS_3               12                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  16Q GAIN MUTATED       20     28     18      7      5     12      4
  16Q GAIN WILD-TYPE     47     49     62     58     67     62     13
D29V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED       10     12     12     14
  16Q GAIN WILD-TYPE     43     39     25     51
D29V3, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               10                 43
  CLUS_2               12                 39
  CLUS_3               12                 25
  CLUS_4               14                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        4     18     26
  16Q GAIN WILD-TYPE     12     54     92
D29V4, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                4                 12
  CLUS_2               18                 54
  CLUS_3               26                 92
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       28     30     32
  16Q GAIN WILD-TYPE    137     92    101
D29V5, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               28                137
  CLUS_2               30                 92
  CLUS_3               32                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       28     21     41
  16Q GAIN WILD-TYPE    133     80    117
D29V6, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               28                133
  CLUS_2               21                 80
  CLUS_3               41                117
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       25     36     32
  16Q GAIN WILD-TYPE    115    146     97
D29V7, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               25                115
  CLUS_2               36                146
  CLUS_3               32                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        5     43     45
  16Q GAIN WILD-TYPE     10    130    218
D29V8, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                5                 10
  CLUS_2               43                130
  CLUS_3               45                218
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED       25     19     23     23
  16Q GAIN WILD-TYPE     97     83     85     60
D29V9, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               25                 97
  CLUS_2               19                 83
  CLUS_3               23                 85
  CLUS_4               23                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q GAIN MUTATED        1      6     15      7     39     22
  16Q GAIN WILD-TYPE      3     34     76     39    116     57
D29V10, multiclass

Clustering(30) Variable = 17P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       43      7      9
  17P GAIN WILD-TYPE    182    170     41
D30V1, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               43                182
  CLUS_2                7                170
  CLUS_3                9                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  17P GAIN MUTATED        9     11     24      3      5      6      1
  17P GAIN WILD-TYPE     58     66     56     62     67     68     16
D30V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P GAIN MUTATED        7     10      5      7
  17P GAIN WILD-TYPE     46     41     32     58
D30V3, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                7                 46
  CLUS_2               10                 41
  CLUS_3                5                 32
  CLUS_4                7                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        4     11     14
  17P GAIN WILD-TYPE     12     61    104
D30V4, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                4                 12
  CLUS_2               11                 61
  CLUS_3               14                104
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       28     19      7
  17P GAIN WILD-TYPE    137    103    126
D30V5, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               28                137
  CLUS_2               19                103
  CLUS_3                7                126
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       24      6     24
  17P GAIN WILD-TYPE    137     95    134
D30V6, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               24                137
  CLUS_2                6                 95
  CLUS_3               24                134
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       10     30     18
  17P GAIN WILD-TYPE    130    152    111
D30V7, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               10                130
  CLUS_2               30                152
  CLUS_3               18                111
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        4     28     26
  17P GAIN WILD-TYPE     11    145    237
D30V8, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               28                145
  CLUS_3               26                237
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P GAIN MUTATED       14     15     12     13
  17P GAIN WILD-TYPE    108     87     96     70
D30V9, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               14                108
  CLUS_2               15                 87
  CLUS_3               12                 96
  CLUS_4               13                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P GAIN MUTATED        1      7      5      4     24     13
  17P GAIN WILD-TYPE      3     33     86     42    131     66
D30V10, multiclass

Clustering(31) Variable = 17Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       57     10      9
  17Q GAIN WILD-TYPE    168    167     41
D31V1, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               57                168
  CLUS_2               10                167
  CLUS_3                9                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  17Q GAIN MUTATED       17     16     24      6      5      6      2
  17Q GAIN WILD-TYPE     50     61     56     59     67     68     15
D31V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED        7     12      7     10
  17Q GAIN WILD-TYPE     46     39     30     55
D31V3, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                7                 46
  CLUS_2               12                 39
  CLUS_3                7                 30
  CLUS_4               10                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        4     11     21
  17Q GAIN WILD-TYPE     12     61     97
D31V4, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                4                 12
  CLUS_2               11                 61
  CLUS_3               21                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       35     19     15
  17Q GAIN WILD-TYPE    130    103    118
D31V5, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               35                130
  CLUS_2               19                103
  CLUS_3               15                118
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       33     10     26
  17Q GAIN WILD-TYPE    128     91    132
D31V6, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               33                128
  CLUS_2               10                 91
  CLUS_3               26                132
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       17     38     21
  17Q GAIN WILD-TYPE    123    144    108
D31V7, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               17                123
  CLUS_2               38                144
  CLUS_3               21                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        4     30     42
  17Q GAIN WILD-TYPE     11    143    221
D31V8, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               30                143
  CLUS_3               42                221
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED       19     24     15     12
  17Q GAIN WILD-TYPE    103     78     93     71
D31V9, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               19                103
  CLUS_2               24                 78
  CLUS_3               15                 93
  CLUS_4               12                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q GAIN MUTATED        1      9      7      6     25     22
  17Q GAIN WILD-TYPE      3     31     84     40    130     57
D31V10, multiclass

Clustering(32) Variable = 18P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       78     19      8
  18P GAIN WILD-TYPE    147    158     42
D32V1, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               78                147
  CLUS_2               19                158
  CLUS_3                8                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  18P GAIN MUTATED       29     21     24     16      7      7      1
  18P GAIN WILD-TYPE     38     56     56     49     65     67     16
D32V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED       12     17      7     13
  18P GAIN WILD-TYPE     41     34     30     52
D32V3, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               12                 41
  CLUS_2               17                 34
  CLUS_3                7                 30
  CLUS_4               13                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        4     15     30
  18P GAIN WILD-TYPE     12     57     88
D32V4, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                4                 12
  CLUS_2               15                 57
  CLUS_3               30                 88
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       46     30     22
  18P GAIN WILD-TYPE    119     92    111
D32V5, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               46                119
  CLUS_2               30                 92
  CLUS_3               22                111
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       47     12     39
  18P GAIN WILD-TYPE    114     89    119
D32V6, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               47                114
  CLUS_2               12                 89
  CLUS_3               39                119
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       29     45     31
  18P GAIN WILD-TYPE    111    137     98
D32V7, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               29                111
  CLUS_2               45                137
  CLUS_3               31                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        3     39     63
  18P GAIN WILD-TYPE     12    134    200
D32V8, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               39                134
  CLUS_3               63                200
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED       17     36     22     19
  18P GAIN WILD-TYPE    105     66     86     64
D32V9, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               17                105
  CLUS_2               36                 66
  CLUS_3               22                 86
  CLUS_4               19                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P GAIN MUTATED        1      9     17      7     31     29
  18P GAIN WILD-TYPE      3     31     74     39    124     50
D32V10, multiclass

Clustering(33) Variable = 18Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       25     14      4
  18Q GAIN WILD-TYPE    200    163     46
D33V1, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               25                200
  CLUS_2               14                163
  CLUS_3                4                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  18Q GAIN MUTATED       10      4     10     15      2      1      1
  18Q GAIN WILD-TYPE     57     73     70     50     70     73     16
D33V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        5     10      0      5
  18Q GAIN WILD-TYPE     48     41     37     60
D33V3, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                5                 48
  CLUS_2               10                 41
  CLUS_3                0                 37
  CLUS_4                5                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        3      6     11
  18Q GAIN WILD-TYPE     13     66    107
D33V4, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                3                 13
  CLUS_2                6                 66
  CLUS_3               11                107
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       26     12      4
  18Q GAIN WILD-TYPE    139    110    129
D33V5, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               26                139
  CLUS_2               12                110
  CLUS_3                4                129
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       26      4     12
  18Q GAIN WILD-TYPE    135     97    146
D33V6, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               26                135
  CLUS_2                4                 97
  CLUS_3               12                146
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        5     28     10
  18Q GAIN WILD-TYPE    135    154    119
D33V7, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                5                135
  CLUS_2               28                154
  CLUS_3               10                119
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        0     14     29
  18Q GAIN WILD-TYPE     15    159    234
D33V8, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                0                 15
  CLUS_2               14                159
  CLUS_3               29                234
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        2     19      8      9
  18Q GAIN WILD-TYPE    120     83    100     74
D33V9, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                2                120
  CLUS_2               19                 83
  CLUS_3                8                100
  CLUS_4                9                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q GAIN MUTATED        0      4      7      2     12     13
  18Q GAIN WILD-TYPE      4     36     84     44    143     66
D33V10, multiclass

Clustering(34) Variable = 19P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       23     10      7
  19P GAIN WILD-TYPE    202    167     43
D34V1, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               23                202
  CLUS_2               10                167
  CLUS_3                7                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  19P GAIN MUTATED        5      3     17     11      3      1      0
  19P GAIN WILD-TYPE     62     74     63     54     69     73     17
D34V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        3      7      5      2
  19P GAIN WILD-TYPE     50     44     32     63
D34V3, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                3                 50
  CLUS_2                7                 44
  CLUS_3                5                 32
  CLUS_4                2                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        4      5      8
  19P GAIN WILD-TYPE     12     67    110
D34V4, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                4                 12
  CLUS_2                5                 67
  CLUS_3                8                110
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       20      8      7
  19P GAIN WILD-TYPE    145    114    126
D34V5, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               20                145
  CLUS_2                8                114
  CLUS_3                7                126
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       21      5      9
  19P GAIN WILD-TYPE    140     96    149
D34V6, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               21                140
  CLUS_2                5                 96
  CLUS_3                9                149
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       12     22      6
  19P GAIN WILD-TYPE    128    160    123
D34V7, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               12                128
  CLUS_2               22                160
  CLUS_3                6                123
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        1     10     29
  19P GAIN WILD-TYPE     14    163    234
D34V8, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                1                 14
  CLUS_2               10                163
  CLUS_3               29                234
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        7     13     11      7
  19P GAIN WILD-TYPE    115     89     97     76
D34V9, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                7                115
  CLUS_2               13                 89
  CLUS_3               11                 97
  CLUS_4                7                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P GAIN MUTATED        0      5      6      4     11     12
  19P GAIN WILD-TYPE      4     35     85     42    144     67
D34V10, multiclass

Clustering(35) Variable = 19Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       32     17      8
  19Q GAIN WILD-TYPE    193    160     42
D35V1, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               32                193
  CLUS_2               17                160
  CLUS_3                8                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  19Q GAIN MUTATED        9      7     19     14      6      1      1
  19Q GAIN WILD-TYPE     58     70     61     51     66     73     16
D35V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED        6      8      5      8
  19Q GAIN WILD-TYPE     47     43     32     57
D35V3, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                6                 47
  CLUS_2                8                 43
  CLUS_3                5                 32
  CLUS_4                8                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        4      8     15
  19Q GAIN WILD-TYPE     12     64    103
D35V4, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                4                 12
  CLUS_2                8                 64
  CLUS_3               15                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       27     13     10
  19Q GAIN WILD-TYPE    138    109    123
D35V5, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               27                138
  CLUS_2               13                109
  CLUS_3               10                123
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       29      8     13
  19Q GAIN WILD-TYPE    132     93    145
D35V6, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               29                132
  CLUS_2                8                 93
  CLUS_3               13                145
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       16     31     10
  19Q GAIN WILD-TYPE    124    151    119
D35V7, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               16                124
  CLUS_2               31                151
  CLUS_3               10                119
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        2     16     39
  19Q GAIN WILD-TYPE     13    157    224
D35V8, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               16                157
  CLUS_3               39                224
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED       11     17     15     11
  19Q GAIN WILD-TYPE    111     85     93     72
D35V9, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               11                111
  CLUS_2               17                 85
  CLUS_3               15                 93
  CLUS_4               11                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q GAIN MUTATED        0      6      9      6     16     17
  19Q GAIN WILD-TYPE      4     34     82     40    139     62
D35V10, multiclass

Clustering(36) Variable = 20P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       95     49     21
  20P GAIN WILD-TYPE    130    128     29
D36V1, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               95                130
  CLUS_2               49                128
  CLUS_3               21                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  20P GAIN MUTATED       22     47     33     17     17     23      6
  20P GAIN WILD-TYPE     45     30     47     48     55     51     11
D36V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED       19     22     15     26
  20P GAIN WILD-TYPE     34     29     22     39
D36V3, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               19                 34
  CLUS_2               22                 29
  CLUS_3               15                 22
  CLUS_4               26                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        9     25     48
  20P GAIN WILD-TYPE      7     47     70
D36V4, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                9                  7
  CLUS_2               25                 47
  CLUS_3               48                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       49     58     44
  20P GAIN WILD-TYPE    116     64     89
D36V5, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               49                116
  CLUS_2               58                 64
  CLUS_3               44                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       48     34     69
  20P GAIN WILD-TYPE    113     67     89
D36V6, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               48                113
  CLUS_2               34                 67
  CLUS_3               69                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       47     60     58
  20P GAIN WILD-TYPE     93    122     71
D36V7, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               47                 93
  CLUS_2               60                122
  CLUS_3               58                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        5     78     82
  20P GAIN WILD-TYPE     10     95    181
D36V8, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                5                 10
  CLUS_2               78                 95
  CLUS_3               82                181
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED       46     33     35     34
  20P GAIN WILD-TYPE     76     69     73     49
D36V9, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               46                 76
  CLUS_2               33                 69
  CLUS_3               35                 73
  CLUS_4               34                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P GAIN MUTATED        2     15     25      9     68     29
  20P GAIN WILD-TYPE      2     25     66     37     87     50
D36V10, multiclass

Clustering(37) Variable = 20Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED      106     47     22
  20Q GAIN WILD-TYPE    119    130     28
D37V1, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1              106                119
  CLUS_2               47                130
  CLUS_3               22                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  20Q GAIN MUTATED       29     47     36     12     19     24      8
  20Q GAIN WILD-TYPE     38     30     44     53     53     50      9
D37V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED       21     22     17     25
  20Q GAIN WILD-TYPE     32     29     20     40
D37V3, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               21                 32
  CLUS_2               22                 29
  CLUS_3               17                 20
  CLUS_4               25                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED        6     28     51
  20Q GAIN WILD-TYPE     10     44     67
D37V4, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                6                 10
  CLUS_2               28                 44
  CLUS_3               51                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       52     63     46
  20Q GAIN WILD-TYPE    113     59     87
D37V5, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               52                113
  CLUS_2               63                 59
  CLUS_3               46                 87
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       48     37     76
  20Q GAIN WILD-TYPE    113     64     82
D37V6, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               48                113
  CLUS_2               37                 64
  CLUS_3               76                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       52     62     60
  20Q GAIN WILD-TYPE     88    120     69
D37V7, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               52                 88
  CLUS_2               62                120
  CLUS_3               60                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED        6     82     86
  20Q GAIN WILD-TYPE      9     91    177
D37V8, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                6                  9
  CLUS_2               82                 91
  CLUS_3               86                177
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED       53     33     35     37
  20Q GAIN WILD-TYPE     69     69     73     46
D37V9, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               53                 69
  CLUS_2               33                 69
  CLUS_3               35                 73
  CLUS_4               37                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20Q GAIN MUTATED        2     16     29     10     73     28
  20Q GAIN WILD-TYPE      2     24     62     36     82     51
D37V10, multiclass

Clustering(38) Variable = 21Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       20      6      3
  21Q GAIN WILD-TYPE    205    171     47
D38V1, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               20                205
  CLUS_2                6                171
  CLUS_3                3                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  21Q GAIN MUTATED        9      2      9      4      1      3      1
  21Q GAIN WILD-TYPE     58     75     71     61     71     71     16
D38V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q GAIN MUTATED        3     10      2      2
  21Q GAIN WILD-TYPE     50     41     35     63
D38V3, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                3                 50
  CLUS_2               10                 41
  CLUS_3                2                 35
  CLUS_4                2                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        2      6      9
  21Q GAIN WILD-TYPE     14     66    109
D38V4, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                2                 14
  CLUS_2                6                 66
  CLUS_3                9                109
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       15      8      4
  21Q GAIN WILD-TYPE    150    114    129
D38V5, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               15                150
  CLUS_2                8                114
  CLUS_3                4                129
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       15      3      9
  21Q GAIN WILD-TYPE    146     98    149
D38V6, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               15                146
  CLUS_2                3                 98
  CLUS_3                9                149
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        8     16      5
  21Q GAIN WILD-TYPE    132    166    124
D38V7, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                8                132
  CLUS_2               16                166
  CLUS_3                5                124
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        1     10     18
  21Q GAIN WILD-TYPE     14    163    245
D38V8, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                1                 14
  CLUS_2               10                163
  CLUS_3               18                245
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q GAIN MUTATED        3     13      3      5
  21Q GAIN WILD-TYPE    119     89    105     78
D38V9, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                3                119
  CLUS_2               13                 89
  CLUS_3                3                105
  CLUS_4                5                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q GAIN MUTATED        1      4      4      1      8      6
  21Q GAIN WILD-TYPE      3     36     87     45    147     73
D38V10, multiclass

Clustering(39) Variable = 22Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       64     21     10
  22Q GAIN WILD-TYPE    161    156     40
D39V1, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               64                161
  CLUS_2               21                156
  CLUS_3               10                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  22Q GAIN MUTATED       18     18     37      4      2     16      0
  22Q GAIN WILD-TYPE     49     59     43     61     70     58     17
D39V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED        9     18      7     15
  22Q GAIN WILD-TYPE     44     33     30     50
D39V3, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                9                 44
  CLUS_2               18                 33
  CLUS_3                7                 30
  CLUS_4               15                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        2     15     32
  22Q GAIN WILD-TYPE     14     57     86
D39V4, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                2                 14
  CLUS_2               15                 57
  CLUS_3               32                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       44     27     19
  22Q GAIN WILD-TYPE    121     95    114
D39V5, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               44                121
  CLUS_2               27                 95
  CLUS_3               19                114
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       41     14     35
  22Q GAIN WILD-TYPE    120     87    123
D39V6, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               41                120
  CLUS_2               14                 87
  CLUS_3               35                123
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       19     49     27
  22Q GAIN WILD-TYPE    121    133    102
D39V7, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               19                121
  CLUS_2               49                133
  CLUS_3               27                102
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        5     36     54
  22Q GAIN WILD-TYPE     10    137    209
D39V8, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                5                 10
  CLUS_2               36                137
  CLUS_3               54                209
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED       10     31     22     26
  22Q GAIN WILD-TYPE    112     71     86     57
D39V9, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               10                112
  CLUS_2               31                 71
  CLUS_3               22                 86
  CLUS_4               26                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q GAIN MUTATED        1     15      5     11     31     26
  22Q GAIN WILD-TYPE      3     25     86     35    124     53
D39V10, multiclass

Clustering(40) Variable = XQ GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       49     12     11
  XQ GAIN WILD-TYPE    176    165     39
D40V1, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              49               176
  CLUS_2              12               165
  CLUS_3              11                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  XQ GAIN MUTATED       11     22     17      7      7      5      3
  XQ GAIN WILD-TYPE     56     55     63     58     65     69     14
D40V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED        8      6     10     14
  XQ GAIN WILD-TYPE     45     45     27     51
D40V3, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               8                45
  CLUS_2               6                45
  CLUS_3              10                27
  CLUS_4              14                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        2     12     24
  XQ GAIN WILD-TYPE     14     60     94
D40V4, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               2                14
  CLUS_2              12                60
  CLUS_3              24                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       21     26     20
  XQ GAIN WILD-TYPE    144     96    113
D40V5, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              21               144
  CLUS_2              26                96
  CLUS_3              20               113
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       20     12     35
  XQ GAIN WILD-TYPE    141     89    123
D40V6, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              20               141
  CLUS_2              12                89
  CLUS_3              35               123
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       18     27     26
  XQ GAIN WILD-TYPE    122    155    103
D40V7, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              18               122
  CLUS_2              27               155
  CLUS_3              26               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        3     32     36
  XQ GAIN WILD-TYPE     12    141    227
D40V8, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               3                12
  CLUS_2              32               141
  CLUS_3              36               227
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED       19     12     17     15
  XQ GAIN WILD-TYPE    103     90     91     68
D40V9, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              19               103
  CLUS_2              12                90
  CLUS_3              17                91
  CLUS_4              15                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ GAIN MUTATED        0      5     13      8     26     11
  XQ GAIN WILD-TYPE      4     35     78     38    129     68
D40V10, multiclass

Clustering(41) Variable = 1P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       36      7      4
  1P LOSS WILD-TYPE    189    170     46
D41V1, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              36               189
  CLUS_2               7               170
  CLUS_3               4                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  1P LOSS MUTATED        4      8     25      2      2      5      1
  1P LOSS WILD-TYPE     63     69     55     63     70     69     16
D41V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        5     13      4      6
  1P LOSS WILD-TYPE     48     38     33     59
D41V3, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               5                48
  CLUS_2              13                38
  CLUS_3               4                33
  CLUS_4               6                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        3     11     14
  1P LOSS WILD-TYPE     13     61    104
D41V4, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               3                13
  CLUS_2              11                61
  CLUS_3              14               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       24     15      5
  1P LOSS WILD-TYPE    141    107    128
D41V5, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              24               141
  CLUS_2              15               107
  CLUS_3               5               128
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       22      4     18
  1P LOSS WILD-TYPE    139     97    140
D41V6, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              22               139
  CLUS_2               4                97
  CLUS_3              18               140
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       10     24     12
  1P LOSS WILD-TYPE    130    158    117
D41V7, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              10               130
  CLUS_2              24               158
  CLUS_3              12               117
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        2     19     25
  1P LOSS WILD-TYPE     13    154    238
D41V8, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               2                13
  CLUS_2              19               154
  CLUS_3              25               238
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        9     13     12      9
  1P LOSS WILD-TYPE    113     89     96     74
D41V9, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               9               113
  CLUS_2              13                89
  CLUS_3              12                96
  CLUS_4               9                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1P LOSS MUTATED        0      1      4      4     16     18
  1P LOSS WILD-TYPE      4     39     87     42    139     61
D41V10, multiclass

Clustering(42) Variable = 1Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       20      9      4
  1Q LOSS WILD-TYPE    205    168     46
D42V1, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              20               205
  CLUS_2               9               168
  CLUS_3               4                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  1Q LOSS MUTATED        5     11      6      1      3      5      2
  1Q LOSS WILD-TYPE     62     66     74     64     69     69     15
D42V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED        4      6      2      6
  1Q LOSS WILD-TYPE     49     45     35     59
D42V3, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               4                49
  CLUS_2               6                45
  CLUS_3               2                35
  CLUS_4               6                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        1      8      9
  1Q LOSS WILD-TYPE     15     64    109
D42V4, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                15
  CLUS_2               8                64
  CLUS_3               9               109
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        8     12     10
  1Q LOSS WILD-TYPE    157    110    123
D42V5, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               8               157
  CLUS_2              12               110
  CLUS_3              10               123
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        8      6     16
  1Q LOSS WILD-TYPE    153     95    142
D42V6, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               8               153
  CLUS_2               6                95
  CLUS_3              16               142
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       14      8     11
  1Q LOSS WILD-TYPE    126    174    118
D42V7, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              14               126
  CLUS_2               8               174
  CLUS_3              11               118
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        1     18     14
  1Q LOSS WILD-TYPE     14    155    249
D42V8, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                14
  CLUS_2              18               155
  CLUS_3              14               249
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED       16      5      4      6
  1Q LOSS WILD-TYPE    106     97    104     77
D42V9, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              16               106
  CLUS_2               5                97
  CLUS_3               4               104
  CLUS_4               6                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q LOSS MUTATED        0      1      5      5     13      7
  1Q LOSS WILD-TYPE      4     39     86     41    142     72
D42V10, multiclass

Clustering(43) Variable = 2P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       16      8      6
  2P LOSS WILD-TYPE    209    169     44
D43V1, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              16               209
  CLUS_2               8               169
  CLUS_3               6                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  2P LOSS MUTATED        2     12      4      6      4      1      1
  2P LOSS WILD-TYPE     65     65     76     59     68     73     16
D43V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED        2      1      5      4
  2P LOSS WILD-TYPE     51     50     32     61
D43V3, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               2                51
  CLUS_2               1                50
  CLUS_3               5                32
  CLUS_4               4                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        1      7      4
  2P LOSS WILD-TYPE     15     65    114
D43V4, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               1                15
  CLUS_2               7                65
  CLUS_3               4               114
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        8      5     13
  2P LOSS WILD-TYPE    157    117    120
D43V5, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               8               157
  CLUS_2               5               117
  CLUS_3              13               120
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        8      9      9
  2P LOSS WILD-TYPE    153     92    149
D43V6, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               8               153
  CLUS_2               9                92
  CLUS_3               9               149
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       15      9      6
  2P LOSS WILD-TYPE    125    173    123
D43V7, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              15               125
  CLUS_2               9               173
  CLUS_3               6               123
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        0     11     19
  2P LOSS WILD-TYPE     15    162    244
D43V8, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               0                15
  CLUS_2              11               162
  CLUS_3              19               244
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED       13      6      8      3
  2P LOSS WILD-TYPE    109     96    100     80
D43V9, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              13               109
  CLUS_2               6                96
  CLUS_3               8               100
  CLUS_4               3                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P LOSS MUTATED        0      2      9      5     11      3
  2P LOSS WILD-TYPE      4     38     82     41    144     76
D43V10, multiclass

Clustering(44) Variable = 2Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       17     16      7
  2Q LOSS WILD-TYPE    208    161     43
D44V1, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              17               208
  CLUS_2              16               161
  CLUS_3               7                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  2Q LOSS MUTATED        4     11      3     11      7      4      0
  2Q LOSS WILD-TYPE     63     66     77     54     65     70     17
D44V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED        3      5      2      5
  2Q LOSS WILD-TYPE     50     46     35     60
D44V3, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               3                50
  CLUS_2               5                46
  CLUS_3               2                35
  CLUS_4               5                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        3      5      7
  2Q LOSS WILD-TYPE     13     67    111
D44V4, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               3                13
  CLUS_2               5                67
  CLUS_3               7               111
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       16      9     11
  2Q LOSS WILD-TYPE    149    113    122
D44V5, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              16               149
  CLUS_2               9               113
  CLUS_3              11               122
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       16      6     14
  2Q LOSS WILD-TYPE    145     95    144
D44V6, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              16               145
  CLUS_2               6                95
  CLUS_3              14               144
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       16     16      8
  2Q LOSS WILD-TYPE    124    166    121
D44V7, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              16               124
  CLUS_2              16               166
  CLUS_3               8               121
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        2     15     23
  2Q LOSS WILD-TYPE     13    158    240
D44V8, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               2                13
  CLUS_2              15               158
  CLUS_3              23               240
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED       13     11     11      4
  2Q LOSS WILD-TYPE    109     91     97     79
D44V9, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              13               109
  CLUS_2              11                91
  CLUS_3              11                97
  CLUS_4               4                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q LOSS MUTATED        0      2     10      4     14      9
  2Q LOSS WILD-TYPE      4     38     81     42    141     70
D44V10, multiclass

Clustering(45) Variable = 3P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED      179     52     31
  3P LOSS WILD-TYPE     46    125     19
D45V1, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1             179                46
  CLUS_2              52               125
  CLUS_3              31                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  3P LOSS MUTATED       48     61     61     15     27     36     14
  3P LOSS WILD-TYPE     19     16     19     50     45     38      3
D45V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED       34     31     22     43
  3P LOSS WILD-TYPE     19     20     15     22
D45V3, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              34                19
  CLUS_2              31                20
  CLUS_3              22                15
  CLUS_4              43                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        7     42     81
  3P LOSS WILD-TYPE      9     30     37
D45V4, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               7                 9
  CLUS_2              42                30
  CLUS_3              81                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       86     82     75
  3P LOSS WILD-TYPE     79     40     58
D45V5, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              86                79
  CLUS_2              82                40
  CLUS_3              75                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       87     56    100
  3P LOSS WILD-TYPE     74     45     58
D45V6, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              87                74
  CLUS_2              56                45
  CLUS_3             100                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       71    108     82
  3P LOSS WILD-TYPE     69     74     47
D45V7, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              71                69
  CLUS_2             108                74
  CLUS_3              82                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        7    110    144
  3P LOSS WILD-TYPE      8     63    119
D45V8, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               7                 8
  CLUS_2             110                63
  CLUS_3             144               119
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED       66     63     58     53
  3P LOSS WILD-TYPE     56     39     50     30
D45V9, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              66                56
  CLUS_2              63                39
  CLUS_3              58                50
  CLUS_4              53                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P LOSS MUTATED        3     26     36     29     92     54
  3P LOSS WILD-TYPE      1     14     55     17     63     25
D45V10, multiclass

Clustering(46) Variable = 3Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       34     13     10
  3Q LOSS WILD-TYPE    191    164     40
D46V1, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              34               191
  CLUS_2              13               164
  CLUS_3              10                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  3Q LOSS MUTATED        9     13     13      5      9      8      0
  3Q LOSS WILD-TYPE     58     64     67     60     63     66     17
D46V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED        8      9      5      5
  3Q LOSS WILD-TYPE     45     42     32     60
D46V3, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               8                45
  CLUS_2               9                42
  CLUS_3               5                32
  CLUS_4               5                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        2      9     16
  3Q LOSS WILD-TYPE     14     63    102
D46V4, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               2                14
  CLUS_2               9                63
  CLUS_3              16               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       17     17     17
  3Q LOSS WILD-TYPE    148    105    116
D46V5, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              17               148
  CLUS_2              17               105
  CLUS_3              17               116
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       19     11     21
  3Q LOSS WILD-TYPE    142     90    137
D46V6, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              19               142
  CLUS_2              11                90
  CLUS_3              21               137
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       18     26     13
  3Q LOSS WILD-TYPE    122    156    116
D46V7, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              18               122
  CLUS_2              26               156
  CLUS_3              13               116
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        1     20     36
  3Q LOSS WILD-TYPE     14    153    227
D46V8, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               1                14
  CLUS_2              20               153
  CLUS_3              36               227
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED       12     16     18      9
  3Q LOSS WILD-TYPE    110     86     90     74
D46V9, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              12               110
  CLUS_2              16                86
  CLUS_3              18                90
  CLUS_4               9                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q LOSS MUTATED        0      3     10      7     20     15
  3Q LOSS WILD-TYPE      4     37     81     39    135     64
D46V10, multiclass

Clustering(47) Variable = 4P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED      122     30     15
  4P LOSS WILD-TYPE    103    147     35
D47V1, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1             122               103
  CLUS_2              30               147
  CLUS_3              15                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  4P LOSS MUTATED       34     25     54     20     12     13      9
  4P LOSS WILD-TYPE     33     52     26     45     60     61      8
D47V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED       24     28     11     21
  4P LOSS WILD-TYPE     29     23     26     44
D47V3, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              24                29
  CLUS_2              28                23
  CLUS_3              11                26
  CLUS_4              21                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        5     32     47
  4P LOSS WILD-TYPE     11     40     71
D47V4, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               5                11
  CLUS_2              32                40
  CLUS_3              47                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       75     48     33
  4P LOSS WILD-TYPE     90     74    100
D47V5, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              75                90
  CLUS_2              48                74
  CLUS_3              33               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       76     20     60
  4P LOSS WILD-TYPE     85     81     98
D47V6, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              76                85
  CLUS_2              20                81
  CLUS_3              60                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       51     79     36
  4P LOSS WILD-TYPE     89    103     93
D47V7, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              51                89
  CLUS_2              79               103
  CLUS_3              36                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        6     65     95
  4P LOSS WILD-TYPE      9    108    168
D47V8, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               6                 9
  CLUS_2              65               108
  CLUS_3              95               168
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED       32     44     36     36
  4P LOSS WILD-TYPE     90     58     72     47
D47V9, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              32                90
  CLUS_2              44                58
  CLUS_3              36                72
  CLUS_4              36                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P LOSS MUTATED        1      6     22     18     54     47
  4P LOSS WILD-TYPE      3     34     69     28    101     32
D47V10, multiclass

Clustering(48) Variable = 4Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       96     22     15
  4Q LOSS WILD-TYPE    129    155     35
D48V1, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              96               129
  CLUS_2              22               155
  CLUS_3              15                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  4Q LOSS MUTATED       26     26     43     14      9     13      2
  4Q LOSS WILD-TYPE     41     51     37     51     63     61     15
D48V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED       18     21     11     19
  4Q LOSS WILD-TYPE     35     30     26     46
D48V3, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              18                35
  CLUS_2              21                30
  CLUS_3              11                26
  CLUS_4              19                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        3     26     40
  4Q LOSS WILD-TYPE     13     46     78
D48V4, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               3                13
  CLUS_2              26                46
  CLUS_3              40                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       58     36     27
  4Q LOSS WILD-TYPE    107     86    106
D48V5, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              58               107
  CLUS_2              36                86
  CLUS_3              27               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       56     17     48
  4Q LOSS WILD-TYPE    105     84    110
D48V6, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              56               105
  CLUS_2              17                84
  CLUS_3              48               110
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       31     67     34
  4Q LOSS WILD-TYPE    109    115     95
D48V7, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              31               109
  CLUS_2              67               115
  CLUS_3              34                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        4     55     73
  4Q LOSS WILD-TYPE     11    118    190
D48V8, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               4                11
  CLUS_2              55               118
  CLUS_3              73               190
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED       28     36     32     28
  4Q LOSS WILD-TYPE     94     66     76     55
D48V9, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              28                94
  CLUS_2              36                66
  CLUS_3              32                76
  CLUS_4              28                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q LOSS MUTATED        2      7     17     16     48     34
  4Q LOSS WILD-TYPE      2     33     74     30    107     45
D48V10, multiclass

Clustering(49) Variable = 5P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       29      5      7
  5P LOSS WILD-TYPE    196    172     43
D49V1, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              29               196
  CLUS_2               5               172
  CLUS_3               7                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  5P LOSS MUTATED       10     12     13      2      1      1      2
  5P LOSS WILD-TYPE     57     65     67     63     71     73     15
D49V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED        4      9      3      6
  5P LOSS WILD-TYPE     49     42     34     59
D49V3, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               4                49
  CLUS_2               9                42
  CLUS_3               3                34
  CLUS_4               6                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        1     10     11
  5P LOSS WILD-TYPE     15     62    107
D49V4, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               1                15
  CLUS_2              10                62
  CLUS_3              11               107
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       17      9     11
  5P LOSS WILD-TYPE    148    113    122
D49V5, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              17               148
  CLUS_2               9               113
  CLUS_3              11               122
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       17      5     15
  5P LOSS WILD-TYPE    144     96    143
D49V6, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              17               144
  CLUS_2               5                96
  CLUS_3              15               143
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       13     19      9
  5P LOSS WILD-TYPE    127    163    120
D49V7, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              13               127
  CLUS_2              19               163
  CLUS_3               9               120
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        1     18     22
  5P LOSS WILD-TYPE     14    155    241
D49V8, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               1                14
  CLUS_2              18               155
  CLUS_3              22               241
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED       12     14      4      8
  5P LOSS WILD-TYPE    110     88    104     75
D49V9, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              12               110
  CLUS_2              14                88
  CLUS_3               4               104
  CLUS_4               8                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P LOSS MUTATED        0      5      7      1     16      9
  5P LOSS WILD-TYPE      4     35     84     45    139     70
D49V10, multiclass

Clustering(50) Variable = 5Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED      106     20     12
  5Q LOSS WILD-TYPE    119    157     38
D50V1, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1             106               119
  CLUS_2              20               157
  CLUS_3              12                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  5Q LOSS MUTATED       35     36     38      8      2     12      7
  5Q LOSS WILD-TYPE     32     41     42     57     70     62     10
D50V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED       14     22      9     22
  5Q LOSS WILD-TYPE     39     29     28     43
D50V3, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              14                39
  CLUS_2              22                29
  CLUS_3               9                28
  CLUS_4              22                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        2     22     43
  5Q LOSS WILD-TYPE     14     50     75
D50V4, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               2                14
  CLUS_2              22                50
  CLUS_3              43                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       55     40     33
  5Q LOSS WILD-TYPE    110     82    100
D50V5, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              55               110
  CLUS_2              40                82
  CLUS_3              33               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       62     17     49
  5Q LOSS WILD-TYPE     99     84    109
D50V6, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              62                99
  CLUS_2              17                84
  CLUS_3              49               109
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       40     59     38
  5Q LOSS WILD-TYPE    100    123     91
D50V7, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              40               100
  CLUS_2              59               123
  CLUS_3              38                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        7     58     72
  5Q LOSS WILD-TYPE      8    115    191
D50V8, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               7                 8
  CLUS_2              58               115
  CLUS_3              72               191
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED       35     38     28     25
  5Q LOSS WILD-TYPE     87     64     80     58
D50V9, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              35                87
  CLUS_2              38                64
  CLUS_3              28                80
  CLUS_4              25                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q LOSS MUTATED        1     11     19     11     51     33
  5Q LOSS WILD-TYPE      3     29     72     35    104     46
D50V10, multiclass

Clustering(51) Variable = 6P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       42     12      5
  6P LOSS WILD-TYPE    183    165     45
D51V1, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              42               183
  CLUS_2              12               165
  CLUS_3               5                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  6P LOSS MUTATED        7     13     20      8      4      4      3
  6P LOSS WILD-TYPE     60     64     60     57     68     70     14
D51V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED       11     12      1      9
  6P LOSS WILD-TYPE     42     39     36     56
D51V3, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              11                42
  CLUS_2              12                39
  CLUS_3               1                36
  CLUS_4               9                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        4     10     19
  6P LOSS WILD-TYPE     12     62     99
D51V4, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               4                12
  CLUS_2              10                62
  CLUS_3              19                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       24     18     11
  6P LOSS WILD-TYPE    141    104    122
D51V5, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              24               141
  CLUS_2              18               104
  CLUS_3              11               122
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       24      9     20
  6P LOSS WILD-TYPE    137     92    138
D51V6, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              24               137
  CLUS_2               9                92
  CLUS_3              20               138
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       15     29     15
  6P LOSS WILD-TYPE    125    153    114
D51V7, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              15               125
  CLUS_2              29               153
  CLUS_3              15               114
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        2     22     35
  6P LOSS WILD-TYPE     13    151    228
D51V8, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               2                13
  CLUS_2              22               151
  CLUS_3              35               228
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED       13     13     13     13
  6P LOSS WILD-TYPE    109     89     95     70
D51V9, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              13               109
  CLUS_2              13                89
  CLUS_3              13                95
  CLUS_4              13                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P LOSS MUTATED        0      4     10      3     18     17
  6P LOSS WILD-TYPE      4     36     81     43    137     62
D51V10, multiclass

Clustering(52) Variable = 6Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       36     14      6
  6Q LOSS WILD-TYPE    189    163     44
D52V1, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              36               189
  CLUS_2              14               163
  CLUS_3               6                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  6Q LOSS MUTATED        9      8     14     10      6      3      6
  6Q LOSS WILD-TYPE     58     69     66     55     66     71     11
D52V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED        8     12      2      9
  6Q LOSS WILD-TYPE     45     39     35     56
D52V3, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               8                45
  CLUS_2              12                39
  CLUS_3               2                35
  CLUS_4               9                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        3      7     21
  6Q LOSS WILD-TYPE     13     65     97
D52V4, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               3                13
  CLUS_2               7                65
  CLUS_3              21                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       18     17     16
  6Q LOSS WILD-TYPE    147    105    117
D52V5, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              18               147
  CLUS_2              17               105
  CLUS_3              16               117
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       22     12     17
  6Q LOSS WILD-TYPE    139     89    141
D52V6, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              22               139
  CLUS_2              12                89
  CLUS_3              17               141
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       16     26     14
  6Q LOSS WILD-TYPE    124    156    115
D52V7, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              16               124
  CLUS_2              26               156
  CLUS_3              14               115
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        3     22     31
  6Q LOSS WILD-TYPE     12    151    232
D52V8, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               3                12
  CLUS_2              22               151
  CLUS_3              31               232
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED       11     13     15     11
  6Q LOSS WILD-TYPE    111     89     93     72
D52V9, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              11               111
  CLUS_2              13                89
  CLUS_3              15                93
  CLUS_4              11                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q LOSS MUTATED        0      3     13      5     17     12
  6Q LOSS WILD-TYPE      4     37     78     41    138     67
D52V10, multiclass

Clustering(53) Variable = 7P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       14      5      5
  7P LOSS WILD-TYPE    211    172     45
D53V1, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              14               211
  CLUS_2               5               172
  CLUS_3               5                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  7P LOSS MUTATED        4      5      7      6      0      2      0
  7P LOSS WILD-TYPE     63     72     73     59     72     72     17
D53V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P LOSS MUTATED        0      6      2      1
  7P LOSS WILD-TYPE     53     45     35     64
D53V3, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               0                53
  CLUS_2               6                45
  CLUS_3               2                35
  CLUS_4               1                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        2      2      5
  7P LOSS WILD-TYPE     14     70    113
D53V4, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               2                14
  CLUS_2               2                70
  CLUS_3               5               113
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        8      5      7
  7P LOSS WILD-TYPE    157    117    126
D53V5, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               8               157
  CLUS_2               5               117
  CLUS_3               7               126
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       10      2      8
  7P LOSS WILD-TYPE    151     99    150
D53V6, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              10               151
  CLUS_2               2                99
  CLUS_3               8               150
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED       11      8      5
  7P LOSS WILD-TYPE    129    174    124
D53V7, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1              11               129
  CLUS_2               8               174
  CLUS_3               5               124
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        1     10     13
  7P LOSS WILD-TYPE     14    163    250
D53V8, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               1                14
  CLUS_2              10               163
  CLUS_3              13               250
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P LOSS MUTATED        8     10      3      2
  7P LOSS WILD-TYPE    114     92    105     81
D53V9, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               8               114
  CLUS_2              10                92
  CLUS_3               3               105
  CLUS_4               2                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P LOSS MUTATED        1      2      6      0     10      4
  7P LOSS WILD-TYPE      3     38     85     46    145     75
D53V10, multiclass

Clustering(54) Variable = 7Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       21     12      6
  7Q LOSS WILD-TYPE    204    165     44
D54V1, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              21               204
  CLUS_2              12               165
  CLUS_3               6                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  7Q LOSS MUTATED       10      9      5      6      2      7      0
  7Q LOSS WILD-TYPE     57     68     75     59     70     67     17
D54V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q LOSS MUTATED        4      7      4      4
  7Q LOSS WILD-TYPE     49     44     33     61
D54V3, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               4                49
  CLUS_2               7                44
  CLUS_3               4                33
  CLUS_4               4                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        3      7      9
  7Q LOSS WILD-TYPE     13     65    109
D54V4, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               3                13
  CLUS_2               7                65
  CLUS_3               9               109
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       10     10     15
  7Q LOSS WILD-TYPE    155    112    118
D54V5, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              10               155
  CLUS_2              10               112
  CLUS_3              15               118
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       13      6     16
  7Q LOSS WILD-TYPE    148     95    142
D54V6, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              13               148
  CLUS_2               6                95
  CLUS_3              16               142
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED       16     10     13
  7Q LOSS WILD-TYPE    124    172    116
D54V7, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              16               124
  CLUS_2              10               172
  CLUS_3              13               116
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        3     17     19
  7Q LOSS WILD-TYPE     12    156    244
D54V8, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               3                12
  CLUS_2              17               156
  CLUS_3              19               244
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q LOSS MUTATED       11      9      6      5
  7Q LOSS WILD-TYPE    111     93    102     78
D54V9, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1              11               111
  CLUS_2               9                93
  CLUS_3               6               102
  CLUS_4               5                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q LOSS MUTATED        1      1      9      2     15      3
  7Q LOSS WILD-TYPE      3     39     82     44    140     76
D54V10, multiclass

Clustering(55) Variable = 8P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED      105     43     18
  8P LOSS WILD-TYPE    120    134     32
D55V1, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1             105               120
  CLUS_2              43               134
  CLUS_3              18                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  8P LOSS MUTATED       21     43     33     11     28     27      3
  8P LOSS WILD-TYPE     46     34     47     54     44     47     14
D55V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED       22     17     10     28
  8P LOSS WILD-TYPE     31     34     27     37
D55V3, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              22                31
  CLUS_2              17                34
  CLUS_3              10                27
  CLUS_4              28                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        3     28     46
  8P LOSS WILD-TYPE     13     44     72
D55V4, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               3                13
  CLUS_2              28                44
  CLUS_3              46                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       52     51     52
  8P LOSS WILD-TYPE    113     71     81
D55V5, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              52               113
  CLUS_2              51                71
  CLUS_3              52                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       47     38     70
  8P LOSS WILD-TYPE    114     63     88
D55V6, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              47               114
  CLUS_2              38                63
  CLUS_3              70                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       52     60     54
  8P LOSS WILD-TYPE     88    122     75
D55V7, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              52                88
  CLUS_2              60               122
  CLUS_3              54                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        5     78     83
  8P LOSS WILD-TYPE     10     95    180
D55V8, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               5                10
  CLUS_2              78                95
  CLUS_3              83               180
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED       47     29     40     38
  8P LOSS WILD-TYPE     75     73     68     45
D55V9, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              47                75
  CLUS_2              29                73
  CLUS_3              40                68
  CLUS_4              38                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P LOSS MUTATED        1     18     18     22     67     28
  8P LOSS WILD-TYPE      3     22     73     24     88     51
D55V10, multiclass

Clustering(56) Variable = 8Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED       17      5      3
  8Q LOSS WILD-TYPE    208    172     47
D56V1, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1              17               208
  CLUS_2               5               172
  CLUS_3               3                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  8Q LOSS MUTATED        7      4      5      3      2      3      1
  8Q LOSS WILD-TYPE     60     73     75     62     70     71     16
D56V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        2      4      1      5
  8Q LOSS WILD-TYPE     51     47     36     60
D56V3, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               2                51
  CLUS_2               4                47
  CLUS_3               1                36
  CLUS_4               5                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        1      3      8
  8Q LOSS WILD-TYPE     15     69    110
D56V4, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               1                15
  CLUS_2               3                69
  CLUS_3               8               110
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        9      7      8
  8Q LOSS WILD-TYPE    156    115    125
D56V5, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               9               156
  CLUS_2               7               115
  CLUS_3               8               125
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        9      6      9
  8Q LOSS WILD-TYPE    152     95    149
D56V6, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               9               152
  CLUS_2               6                95
  CLUS_3               9               149
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        7     12      6
  8Q LOSS WILD-TYPE    133    170    123
D56V7, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               7               133
  CLUS_2              12               170
  CLUS_3               6               123
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        1     10     14
  8Q LOSS WILD-TYPE     14    163    249
D56V8, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               1                14
  CLUS_2              10               163
  CLUS_3              14               249
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        4      7      5      5
  8Q LOSS WILD-TYPE    118     95    103     78
D56V9, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               4               118
  CLUS_2               7                95
  CLUS_3               5               103
  CLUS_4               5                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q LOSS MUTATED        0      1      2      4      7      7
  8Q LOSS WILD-TYPE      4     39     89     42    148     72
D56V10, multiclass

Clustering(57) Variable = 9P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED      130     21      1
  9P LOSS WILD-TYPE     95    156     49
D57V1, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1             130                95
  CLUS_2              21               156
  CLUS_3               1                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  9P LOSS MUTATED       39     30     43      7      9     14     10
  9P LOSS WILD-TYPE     28     47     37     58     63     60      7
D57V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED       17     22     13     25
  9P LOSS WILD-TYPE     36     29     24     40
D57V3, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              17                36
  CLUS_2              22                29
  CLUS_3              13                24
  CLUS_4              25                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED        5     21     51
  9P LOSS WILD-TYPE     11     51     67
D57V4, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               5                11
  CLUS_2              21                51
  CLUS_3              51                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       62     40     40
  9P LOSS WILD-TYPE    103     82     93
D57V5, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              62               103
  CLUS_2              40                82
  CLUS_3              40                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       61     27     54
  9P LOSS WILD-TYPE    100     74    104
D57V6, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              61               100
  CLUS_2              27                74
  CLUS_3              54               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       40     73     39
  9P LOSS WILD-TYPE    100    109     90
D57V7, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              40               100
  CLUS_2              73               109
  CLUS_3              39                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED        7     56     89
  9P LOSS WILD-TYPE      8    117    174
D57V8, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               7                 8
  CLUS_2              56               117
  CLUS_3              89               174
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED       34     43     30     30
  9P LOSS WILD-TYPE     88     59     78     53
D57V9, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              34                88
  CLUS_2              43                59
  CLUS_3              30                78
  CLUS_4              30                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P LOSS MUTATED        2     18     17     13     48     39
  9P LOSS WILD-TYPE      2     22     74     33    107     40
D57V10, multiclass

Clustering(58) Variable = 9Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       59     11      0
  9Q LOSS WILD-TYPE    166    166     50
D58V1, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              59               166
  CLUS_2              11               166
  CLUS_3               0                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  9Q LOSS MUTATED       17     16     22      3      4      4      4
  9Q LOSS WILD-TYPE     50     61     58     62     68     70     13
D58V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED        9      9      5     11
  9Q LOSS WILD-TYPE     44     42     32     54
D58V3, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               9                44
  CLUS_2               9                42
  CLUS_3               5                32
  CLUS_4              11                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        3     11     20
  9Q LOSS WILD-TYPE     13     61     98
D58V4, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               3                13
  CLUS_2              11                61
  CLUS_3              20                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       22     22     18
  9Q LOSS WILD-TYPE    143    100    115
D58V5, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              22               143
  CLUS_2              22               100
  CLUS_3              18               115
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       22     12     28
  9Q LOSS WILD-TYPE    139     89    130
D58V6, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              22               139
  CLUS_2              12                89
  CLUS_3              28               130
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       20     30     20
  9Q LOSS WILD-TYPE    120    152    109
D58V7, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              20               120
  CLUS_2              30               152
  CLUS_3              20               109
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        7     29     34
  9Q LOSS WILD-TYPE      8    144    229
D58V8, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               7                 8
  CLUS_2              29               144
  CLUS_3              34               229
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED       18     17     14     19
  9Q LOSS WILD-TYPE    104     85     94     64
D58V9, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              18               104
  CLUS_2              17                85
  CLUS_3              14                94
  CLUS_4              19                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q LOSS MUTATED        2      9      8      6     26     17
  9Q LOSS WILD-TYPE      2     31     83     40    129     62
D58V10, multiclass

Clustering(59) Variable = 10P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       85     29     20
  10P LOSS WILD-TYPE    140    148     30
D59V1, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               85                140
  CLUS_2               29                148
  CLUS_3               20                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  10P LOSS MUTATED       20     33     30     12     20     12      7
  10P LOSS WILD-TYPE     47     44     50     53     52     62     10
D59V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED       20     14     15     17
  10P LOSS WILD-TYPE     33     37     22     48
D59V3, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               20                 33
  CLUS_2               14                 37
  CLUS_3               15                 22
  CLUS_4               17                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        4     30     32
  10P LOSS WILD-TYPE     12     42     86
D59V4, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                4                 12
  CLUS_2               30                 42
  CLUS_3               32                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       46     41     36
  10P LOSS WILD-TYPE    119     81     97
D59V5, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               46                119
  CLUS_2               41                 81
  CLUS_3               36                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       47     24     52
  10P LOSS WILD-TYPE    114     77    106
D59V6, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               47                114
  CLUS_2               24                 77
  CLUS_3               52                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       33     58     42
  10P LOSS WILD-TYPE    107    124     87
D59V7, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               33                107
  CLUS_2               58                124
  CLUS_3               42                 87
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        2     56     75
  10P LOSS WILD-TYPE     13    117    188
D59V8, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               56                117
  CLUS_3               75                188
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED       31     32     35     26
  10P LOSS WILD-TYPE     91     70     73     57
D59V9, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               31                 91
  CLUS_2               32                 70
  CLUS_3               35                 73
  CLUS_4               26                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P LOSS MUTATED        0     16     21     19     48     20
  10P LOSS WILD-TYPE      4     24     70     27    107     59
D59V10, multiclass

Clustering(60) Variable = 10Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       65     19      7
  10Q LOSS WILD-TYPE    160    158     43
D60V1, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               65                160
  CLUS_2               19                158
  CLUS_3                7                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  10Q LOSS MUTATED       15     22     25     11      8      5      5
  10Q LOSS WILD-TYPE     52     55     55     54     64     69     12
D60V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED       13     16      7     10
  10Q LOSS WILD-TYPE     40     35     30     55
D60V3, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               13                 40
  CLUS_2               16                 35
  CLUS_3                7                 30
  CLUS_4               10                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        4     20     22
  10Q LOSS WILD-TYPE     12     52     96
D60V4, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                4                 12
  CLUS_2               20                 52
  CLUS_3               22                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       39     25     18
  10Q LOSS WILD-TYPE    126     97    115
D60V5, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               39                126
  CLUS_2               25                 97
  CLUS_3               18                115
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       40     11     31
  10Q LOSS WILD-TYPE    121     90    127
D60V6, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               40                121
  CLUS_2               11                 90
  CLUS_3               31                127
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       22     45     23
  10Q LOSS WILD-TYPE    118    137    106
D60V7, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               22                118
  CLUS_2               45                137
  CLUS_3               23                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        2     37     51
  10Q LOSS WILD-TYPE     13    136    212
D60V8, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               37                136
  CLUS_3               51                212
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED       17     33     18     15
  10Q LOSS WILD-TYPE    105     69     90     68
D60V9, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               17                105
  CLUS_2               33                 69
  CLUS_3               18                 90
  CLUS_4               15                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q LOSS MUTATED        0      9     15      7     31     21
  10Q LOSS WILD-TYPE      4     31     76     39    124     58
D60V10, multiclass

Clustering(61) Variable = 11P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       84     26      6
  11P LOSS WILD-TYPE    141    151     44
D61V1, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               84                141
  CLUS_2               26                151
  CLUS_3                6                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  11P LOSS MUTATED       20     15     34     18      8     15      6
  11P LOSS WILD-TYPE     47     62     46     47     64     59     11
D61V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED       14     18     10     14
  11P LOSS WILD-TYPE     39     33     27     51
D61V3, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               14                 39
  CLUS_2               18                 33
  CLUS_3               10                 27
  CLUS_4               14                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        5     19     32
  11P LOSS WILD-TYPE     11     53     86
D61V4, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                5                 11
  CLUS_2               19                 53
  CLUS_3               32                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       55     30     21
  11P LOSS WILD-TYPE    110     92    112
D61V5, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               55                110
  CLUS_2               30                 92
  CLUS_3               21                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       53     18     35
  11P LOSS WILD-TYPE    108     83    123
D61V6, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               53                108
  CLUS_2               18                 83
  CLUS_3               35                123
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       27     60     29
  11P LOSS WILD-TYPE    113    122    100
D61V7, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               27                113
  CLUS_2               60                122
  CLUS_3               29                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        4     41     71
  11P LOSS WILD-TYPE     11    132    192
D61V8, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               41                132
  CLUS_3               71                192
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED       22     34     29     19
  11P LOSS WILD-TYPE    100     68     79     64
D61V9, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               22                100
  CLUS_2               34                 68
  CLUS_3               29                 79
  CLUS_4               19                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P LOSS MUTATED        1     11     19     10     33     30
  11P LOSS WILD-TYPE      3     29     72     36    122     49
D61V10, multiclass

Clustering(62) Variable = 11Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       89     36     14
  11Q LOSS WILD-TYPE    136    141     36
D62V1, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               89                136
  CLUS_2               36                141
  CLUS_3               14                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  11Q LOSS MUTATED       16     23     32     34     11     17      6
  11Q LOSS WILD-TYPE     51     54     48     31     61     57     11
D62V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED       18     22     10     15
  11Q LOSS WILD-TYPE     35     29     27     50
D62V3, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               18                 35
  CLUS_2               22                 29
  CLUS_3               10                 27
  CLUS_4               15                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        7     24     34
  11Q LOSS WILD-TYPE      9     48     84
D62V4, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                7                  9
  CLUS_2               24                 48
  CLUS_3               34                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       65     34     29
  11Q LOSS WILD-TYPE    100     88    104
D62V5, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               65                100
  CLUS_2               34                 88
  CLUS_3               29                104
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       61     24     43
  11Q LOSS WILD-TYPE    100     77    115
D62V6, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               61                100
  CLUS_2               24                 77
  CLUS_3               43                115
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       42     61     36
  11Q LOSS WILD-TYPE     98    121     93
D62V7, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               42                 98
  CLUS_2               61                121
  CLUS_3               36                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        3     51     85
  11Q LOSS WILD-TYPE     12    122    178
D62V8, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               51                122
  CLUS_3               85                178
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED       30     36     35     23
  11Q LOSS WILD-TYPE     92     66     73     60
D62V9, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               30                 92
  CLUS_2               36                 66
  CLUS_3               35                 73
  CLUS_4               23                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q LOSS MUTATED        1     13     28     12     43     27
  11Q LOSS WILD-TYPE      3     27     63     34    112     52
D62V10, multiclass

Clustering(63) Variable = 12P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       16      9      4
  12P LOSS WILD-TYPE    209    168     46
D63V1, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               16                209
  CLUS_2                9                168
  CLUS_3                4                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  12P LOSS MUTATED        2      5      5      7      4      2      4
  12P LOSS WILD-TYPE     65     72     75     58     68     72     13
D63V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED        3      3      4      3
  12P LOSS WILD-TYPE     50     48     33     62
D63V3, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                3                 50
  CLUS_2                3                 48
  CLUS_3                4                 33
  CLUS_4                3                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        1      6      6
  12P LOSS WILD-TYPE     15     66    112
D63V4, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                1                 15
  CLUS_2                6                 66
  CLUS_3                6                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       10     10      9
  12P LOSS WILD-TYPE    155    112    124
D63V5, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               10                155
  CLUS_2               10                112
  CLUS_3                9                124
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       11      7     11
  12P LOSS WILD-TYPE    150     94    147
D63V6, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               11                150
  CLUS_2                7                 94
  CLUS_3               11                147
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       12      8      9
  12P LOSS WILD-TYPE    128    174    120
D63V7, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               12                128
  CLUS_2                8                174
  CLUS_3                9                120
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        1     13     15
  12P LOSS WILD-TYPE     14    160    248
D63V8, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                1                 14
  CLUS_2               13                160
  CLUS_3               15                248
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED        5      4     10      6
  12P LOSS WILD-TYPE    117     98     98     77
D63V9, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                5                117
  CLUS_2                4                 98
  CLUS_3               10                 98
  CLUS_4                6                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P LOSS MUTATED        0      2      4      7     10      2
  12P LOSS WILD-TYPE      4     38     87     39    145     77
D63V10, multiclass

Clustering(64) Variable = 12Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       18      5      2
  12Q LOSS WILD-TYPE    207    172     48
D64V1, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               18                207
  CLUS_2                5                172
  CLUS_3                2                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  12Q LOSS MUTATED        3      5      9      4      0      1      3
  12Q LOSS WILD-TYPE     64     72     71     61     72     73     14
D64V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        3      4      3      3
  12Q LOSS WILD-TYPE     50     47     34     62
D64V3, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                3                 50
  CLUS_2                4                 47
  CLUS_3                3                 34
  CLUS_4                3                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        1      7      5
  12Q LOSS WILD-TYPE     15     65    113
D64V4, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                1                 15
  CLUS_2                7                 65
  CLUS_3                5                113
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        9      5     10
  12Q LOSS WILD-TYPE    156    117    123
D64V5, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                9                156
  CLUS_2                5                117
  CLUS_3               10                123
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       11      5      8
  12Q LOSS WILD-TYPE    150     96    150
D64V6, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               11                150
  CLUS_2                5                 96
  CLUS_3                8                150
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       10      8      7
  12Q LOSS WILD-TYPE    130    174    122
D64V7, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               10                130
  CLUS_2                8                174
  CLUS_3                7                122
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        2      9     14
  12Q LOSS WILD-TYPE     13    164    249
D64V8, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2                9                164
  CLUS_3               14                249
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        4      4     11      4
  12Q LOSS WILD-TYPE    118     98     97     79
D64V9, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                4                118
  CLUS_2                4                 98
  CLUS_3               11                 97
  CLUS_4                4                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q LOSS MUTATED        0      1      6      6      7      3
  12Q LOSS WILD-TYPE      4     39     85     40    148     76
D64V10, multiclass

Clustering(65) Variable = 13Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       93     34     18
  13Q LOSS WILD-TYPE    132    143     32
D65V1, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               93                132
  CLUS_2               34                143
  CLUS_3               18                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  13Q LOSS MUTATED       35     26     38     19      9     16      2
  13Q LOSS WILD-TYPE     32     51     42     46     63     58     15
D65V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED       16     21     11     18
  13Q LOSS WILD-TYPE     37     30     26     47
D65V3, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               16                 37
  CLUS_2               21                 30
  CLUS_3               11                 26
  CLUS_4               18                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        6     23     37
  13Q LOSS WILD-TYPE     10     49     81
D65V4, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                6                 10
  CLUS_2               23                 49
  CLUS_3               37                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       68     41     29
  13Q LOSS WILD-TYPE     97     81    104
D65V5, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               68                 97
  CLUS_2               41                 81
  CLUS_3               29                104
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       70     18     50
  13Q LOSS WILD-TYPE     91     83    108
D65V6, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               70                 91
  CLUS_2               18                 83
  CLUS_3               50                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       40     73     32
  13Q LOSS WILD-TYPE    100    109     97
D65V7, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               40                100
  CLUS_2               73                109
  CLUS_3               32                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        5     54     86
  13Q LOSS WILD-TYPE     10    119    177
D65V8, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                5                 10
  CLUS_2               54                119
  CLUS_3               86                177
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED       31     45     28     29
  13Q LOSS WILD-TYPE     91     57     80     54
D65V9, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               31                 91
  CLUS_2               45                 57
  CLUS_3               28                 80
  CLUS_4               29                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q LOSS MUTATED        1     11     23     16     44     38
  13Q LOSS WILD-TYPE      3     29     68     30    111     41
D65V10, multiclass

Clustering(66) Variable = 14Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       28     14      2
  14Q LOSS WILD-TYPE    197    163     48
D66V1, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               28                197
  CLUS_2               14                163
  CLUS_3                2                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  14Q LOSS MUTATED       10      4     11     11      5      1      2
  14Q LOSS WILD-TYPE     57     73     69     54     67     73     15
D66V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED        4     11      1      6
  14Q LOSS WILD-TYPE     49     40     36     59
D66V3, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                4                 49
  CLUS_2               11                 40
  CLUS_3                1                 36
  CLUS_4                6                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        3      6     13
  14Q LOSS WILD-TYPE     13     66    105
D66V4, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                3                 13
  CLUS_2                6                 66
  CLUS_3               13                105
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       25     11      6
  14Q LOSS WILD-TYPE    140    111    127
D66V5, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               25                140
  CLUS_2               11                111
  CLUS_3                6                127
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       21      5     16
  14Q LOSS WILD-TYPE    140     96    142
D66V6, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               21                140
  CLUS_2                5                 96
  CLUS_3               16                142
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        9     25     10
  14Q LOSS WILD-TYPE    131    157    119
D66V7, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                9                131
  CLUS_2               25                157
  CLUS_3               10                119
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        2     13     29
  14Q LOSS WILD-TYPE     13    160    234
D66V8, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               13                160
  CLUS_3               29                234
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED        5     20      9      9
  14Q LOSS WILD-TYPE    117     82     99     74
D66V9, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                5                117
  CLUS_2               20                 82
  CLUS_3                9                 99
  CLUS_4                9                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q LOSS MUTATED        0      4      8      1     13     17
  14Q LOSS WILD-TYPE      4     36     83     45    142     62
D66V10, multiclass

Clustering(67) Variable = 15Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       55     13     15
  15Q LOSS WILD-TYPE    170    164     35
D67V1, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               55                170
  CLUS_2               13                164
  CLUS_3               15                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  15Q LOSS MUTATED       14     20     18      7     10     10      4
  15Q LOSS WILD-TYPE     53     57     62     58     62     64     13
D67V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED       11     14      6     16
  15Q LOSS WILD-TYPE     42     37     31     49
D67V3, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               11                 42
  CLUS_2               14                 37
  CLUS_3                6                 31
  CLUS_4               16                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        3     13     31
  15Q LOSS WILD-TYPE     13     59     87
D67V4, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                3                 13
  CLUS_2               13                 59
  CLUS_3               31                 87
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       27     32     19
  15Q LOSS WILD-TYPE    138     90    114
D67V5, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               27                138
  CLUS_2               32                 90
  CLUS_3               19                114
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       31     12     35
  15Q LOSS WILD-TYPE    130     89    123
D67V6, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               31                130
  CLUS_2               12                 89
  CLUS_3               35                123
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       31     27     25
  15Q LOSS WILD-TYPE    109    155    104
D67V7, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               31                109
  CLUS_2               27                155
  CLUS_3               25                104
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        3     38     42
  15Q LOSS WILD-TYPE     12    135    221
D67V8, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               38                135
  CLUS_3               42                221
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED       29     14     16     17
  15Q LOSS WILD-TYPE     93     88     92     66
D67V9, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               29                 93
  CLUS_2               14                 88
  CLUS_3               16                 92
  CLUS_4               17                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q LOSS MUTATED        0      9     11      8     35     13
  15Q LOSS WILD-TYPE      4     31     80     38    120     66
D67V10, multiclass

Clustering(68) Variable = 16P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       33     10     10
  16P LOSS WILD-TYPE    192    167     40
D68V1, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               33                192
  CLUS_2               10                167
  CLUS_3               10                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  16P LOSS MUTATED        5      8     19      8      6      3      4
  16P LOSS WILD-TYPE     62     69     61     57     66     71     13
D68V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED        5      5      3      7
  16P LOSS WILD-TYPE     48     46     34     58
D68V3, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                5                 48
  CLUS_2                5                 46
  CLUS_3                3                 34
  CLUS_4                7                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        2      8     10
  16P LOSS WILD-TYPE     14     64    108
D68V4, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                2                 14
  CLUS_2                8                 64
  CLUS_3               10                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       24     17      8
  16P LOSS WILD-TYPE    141    105    125
D68V5, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               24                141
  CLUS_2               17                105
  CLUS_3                8                125
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       24      5     20
  16P LOSS WILD-TYPE    137     96    138
D68V6, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               24                137
  CLUS_2                5                 96
  CLUS_3               20                138
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       18     22     13
  16P LOSS WILD-TYPE    122    160    116
D68V7, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               18                122
  CLUS_2               22                160
  CLUS_3               13                116
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        3     24     26
  16P LOSS WILD-TYPE     12    149    237
D68V8, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               24                149
  CLUS_3               26                237
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED       14     12      8     14
  16P LOSS WILD-TYPE    108     90    100     69
D68V9, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               14                108
  CLUS_2               12                 90
  CLUS_3                8                100
  CLUS_4               14                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P LOSS MUTATED        1      3      8      3     23     10
  16P LOSS WILD-TYPE      3     37     83     43    132     69
D68V10, multiclass

Clustering(69) Variable = 16Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       36     23      9
  16Q LOSS WILD-TYPE    189    154     41
D69V1, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               36                189
  CLUS_2               23                154
  CLUS_3                9                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  16Q LOSS MUTATED       11      2     21     23      4      3      4
  16Q LOSS WILD-TYPE     56     75     59     42     68     71     13
D69V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED        5     10      4      8
  16Q LOSS WILD-TYPE     48     41     33     57
D69V3, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                5                 48
  CLUS_2               10                 41
  CLUS_3                4                 33
  CLUS_4                8                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        5      7     15
  16Q LOSS WILD-TYPE     11     65    103
D69V4, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                5                 11
  CLUS_2                7                 65
  CLUS_3               15                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       45     14      5
  16Q LOSS WILD-TYPE    120    108    128
D69V5, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               45                120
  CLUS_2               14                108
  CLUS_3                5                128
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       47      4     13
  16Q LOSS WILD-TYPE    114     97    145
D69V6, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               47                114
  CLUS_2                4                 97
  CLUS_3               13                145
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       17     39     12
  16Q LOSS WILD-TYPE    123    143    117
D69V7, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               17                123
  CLUS_2               39                143
  CLUS_3               12                117
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        2     18     48
  16Q LOSS WILD-TYPE     13    155    215
D69V8, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               18                155
  CLUS_3               48                215
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED        7     30     11     11
  16Q LOSS WILD-TYPE    115     72     97     72
D69V9, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                7                115
  CLUS_2               30                 72
  CLUS_3               11                 97
  CLUS_4               11                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q LOSS MUTATED        1      3     19      5     15     16
  16Q LOSS WILD-TYPE      3     37     72     41    140     63
D69V10, multiclass

Clustering(70) Variable = 17P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       66     19     11
  17P LOSS WILD-TYPE    159    158     39
D70V1, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               66                159
  CLUS_2               19                158
  CLUS_3               11                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  17P LOSS MUTATED       24     22     18     16      6      6      4
  17P LOSS WILD-TYPE     43     55     62     49     66     68     13
D70V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED       17     10      7     14
  17P LOSS WILD-TYPE     36     41     30     51
D70V3, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               17                 36
  CLUS_2               10                 41
  CLUS_3                7                 30
  CLUS_4               14                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED        6     18     24
  17P LOSS WILD-TYPE     10     54     94
D70V4, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                6                 10
  CLUS_2               18                 54
  CLUS_3               24                 94
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       40     25     25
  17P LOSS WILD-TYPE    125     97    108
D70V5, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               40                125
  CLUS_2               25                 97
  CLUS_3               25                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       42     16     32
  17P LOSS WILD-TYPE    119     85    126
D70V6, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               42                119
  CLUS_2               16                 85
  CLUS_3               32                126
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       28     43     25
  17P LOSS WILD-TYPE    112    139    104
D70V7, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               28                112
  CLUS_2               43                139
  CLUS_3               25                104
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED        4     35     57
  17P LOSS WILD-TYPE     11    138    206
D70V8, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               35                138
  CLUS_3               57                206
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED       21     27     19     22
  17P LOSS WILD-TYPE    101     75     89     61
D70V9, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               21                101
  CLUS_2               27                 75
  CLUS_3               19                 89
  CLUS_4               22                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P LOSS MUTATED        0      9     19     11     29     21
  17P LOSS WILD-TYPE      4     31     72     35    126     58
D70V10, multiclass

Clustering(71) Variable = 17Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       16      7      7
  17Q LOSS WILD-TYPE    209    170     43
D71V1, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               16                209
  CLUS_2                7                170
  CLUS_3                7                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  17Q LOSS MUTATED        2      7      8      6      3      3      1
  17Q LOSS WILD-TYPE     65     70     72     59     69     71     16
D71V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED        4      3      3      3
  17Q LOSS WILD-TYPE     49     48     34     62
D71V3, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                4                 49
  CLUS_2                3                 48
  CLUS_3                3                 34
  CLUS_4                3                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        4      6      3
  17Q LOSS WILD-TYPE     12     66    115
D71V4, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                4                 12
  CLUS_2                6                 66
  CLUS_3                3                115
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        9     10      8
  17Q LOSS WILD-TYPE    156    112    125
D71V5, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                9                156
  CLUS_2               10                112
  CLUS_3                8                125
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        8      6     13
  17Q LOSS WILD-TYPE    153     95    145
D71V6, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                8                153
  CLUS_2                6                 95
  CLUS_3               13                145
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       10     10      9
  17Q LOSS WILD-TYPE    130    172    120
D71V7, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               10                130
  CLUS_2               10                172
  CLUS_3                9                120
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        1     13     15
  17Q LOSS WILD-TYPE     14    160    248
D71V8, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                1                 14
  CLUS_2               13                160
  CLUS_3               15                248
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED        8      6      5      8
  17Q LOSS WILD-TYPE    114     96    103     75
D71V9, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                8                114
  CLUS_2                6                 96
  CLUS_3                5                103
  CLUS_4                8                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q LOSS MUTATED        0      2      6      4     12      3
  17Q LOSS WILD-TYPE      4     38     85     42    143     76
D71V10, multiclass

Clustering(72) Variable = 18P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       52     22     14
  18P LOSS WILD-TYPE    173    155     36
D72V1, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               52                173
  CLUS_2               22                155
  CLUS_3               14                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  18P LOSS MUTATED       13     18     24      2      9     16      6
  18P LOSS WILD-TYPE     54     59     56     63     63     58     11
D72V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED       12      9      8     18
  18P LOSS WILD-TYPE     41     42     29     47
D72V3, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               12                 41
  CLUS_2                9                 42
  CLUS_3                8                 29
  CLUS_4               18                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        1     17     29
  18P LOSS WILD-TYPE     15     55     89
D72V4, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                1                 15
  CLUS_2               17                 55
  CLUS_3               29                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       30     26     25
  18P LOSS WILD-TYPE    135     96    108
D72V5, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               30                135
  CLUS_2               26                 96
  CLUS_3               25                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       28     19     34
  18P LOSS WILD-TYPE    133     82    124
D72V6, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               28                133
  CLUS_2               19                 82
  CLUS_3               34                124
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       24     41     22
  18P LOSS WILD-TYPE    116    141    107
D72V7, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               24                116
  CLUS_2               41                141
  CLUS_3               22                107
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        3     37     47
  18P LOSS WILD-TYPE     12    136    216
D72V8, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               37                136
  CLUS_3               47                216
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED       23     16     22     23
  18P LOSS WILD-TYPE     99     86     86     60
D72V9, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               23                 99
  CLUS_2               16                 86
  CLUS_3               22                 86
  CLUS_4               23                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P LOSS MUTATED        1      9     13     10     33     18
  18P LOSS WILD-TYPE      3     31     78     36    122     61
D72V10, multiclass

Clustering(73) Variable = 18Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED      124     39     22
  18Q LOSS WILD-TYPE    101    138     28
D73V1, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1              124                101
  CLUS_2               39                138
  CLUS_3               22                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  18Q LOSS MUTATED       36     46     40      2     20     32      9
  18Q LOSS WILD-TYPE     31     31     40     63     52     42      8
D73V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED       28     18     19     31
  18Q LOSS WILD-TYPE     25     33     18     34
D73V3, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               28                 25
  CLUS_2               18                 33
  CLUS_3               19                 18
  CLUS_4               31                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        2     37     57
  18Q LOSS WILD-TYPE     14     35     61
D73V4, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                2                 14
  CLUS_2               37                 35
  CLUS_3               57                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       51     61     59
  18Q LOSS WILD-TYPE    114     61     74
D73V5, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               51                114
  CLUS_2               61                 61
  CLUS_3               59                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       50     37     84
  18Q LOSS WILD-TYPE    111     64     74
D73V6, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               50                111
  CLUS_2               37                 64
  CLUS_3               84                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       58     63     63
  18Q LOSS WILD-TYPE     82    119     66
D73V7, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               58                 82
  CLUS_2               63                119
  CLUS_3               63                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        7     87     90
  18Q LOSS WILD-TYPE      8     86    173
D73V8, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                7                  8
  CLUS_2               87                 86
  CLUS_3               90                173
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED       54     29     46     38
  18Q LOSS WILD-TYPE     68     73     62     45
D73V9, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               54                 68
  CLUS_2               29                 73
  CLUS_3               46                 62
  CLUS_4               38                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q LOSS MUTATED        2     13     26     21     71     34
  18Q LOSS WILD-TYPE      2     27     65     25     84     45
D73V10, multiclass

Clustering(74) Variable = 19P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       57     21      9
  19P LOSS WILD-TYPE    168    156     41
D74V1, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               57                168
  CLUS_2               21                156
  CLUS_3                9                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  19P LOSS MUTATED       13     28     19      5      9      9      4
  19P LOSS WILD-TYPE     54     49     61     60     63     65     13
D74V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED       14     10      9     12
  19P LOSS WILD-TYPE     39     41     28     53
D74V3, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               14                 39
  CLUS_2               10                 41
  CLUS_3                9                 28
  CLUS_4               12                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        1     19     25
  19P LOSS WILD-TYPE     15     53     93
D74V4, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                1                 15
  CLUS_2               19                 53
  CLUS_3               25                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       26     34     20
  19P LOSS WILD-TYPE    139     88    113
D74V5, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               26                139
  CLUS_2               34                 88
  CLUS_3               20                113
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       24     17     39
  19P LOSS WILD-TYPE    137     84    119
D74V6, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               24                137
  CLUS_2               17                 84
  CLUS_3               39                119
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       25     31     30
  19P LOSS WILD-TYPE    115    151     99
D74V7, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               25                115
  CLUS_2               31                151
  CLUS_3               30                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        4     42     40
  19P LOSS WILD-TYPE     11    131    223
D74V8, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               42                131
  CLUS_3               40                223
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED       24     11     22     22
  19P LOSS WILD-TYPE     98     91     86     61
D74V9, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               24                 98
  CLUS_2               11                 91
  CLUS_3               22                 86
  CLUS_4               22                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P LOSS MUTATED        2      6     12      9     35     15
  19P LOSS WILD-TYPE      2     34     79     37    120     64
D74V10, multiclass

Clustering(75) Variable = 19Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       54     14      9
  19Q LOSS WILD-TYPE    171    163     41
D75V1, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               54                171
  CLUS_2               14                163
  CLUS_3                9                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  19Q LOSS MUTATED       12     24     22      4      6      7      2
  19Q LOSS WILD-TYPE     55     53     58     61     66     67     15
D75V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED       10     14      8      7
  19Q LOSS WILD-TYPE     43     37     29     58
D75V3, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               10                 43
  CLUS_2               14                 37
  CLUS_3                8                 29
  CLUS_4                7                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        3     17     19
  19Q LOSS WILD-TYPE     13     55     99
D75V4, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                3                 13
  CLUS_2               17                 55
  CLUS_3               19                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       26     27     19
  19Q LOSS WILD-TYPE    139     95    114
D75V5, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               26                139
  CLUS_2               27                 95
  CLUS_3               19                114
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       25     15     32
  19Q LOSS WILD-TYPE    136     86    126
D75V6, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               25                136
  CLUS_2               15                 86
  CLUS_3               32                126
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       18     35     23
  19Q LOSS WILD-TYPE    122    147    106
D75V7, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               18                122
  CLUS_2               35                147
  CLUS_3               23                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        2     36     38
  19Q LOSS WILD-TYPE     13    137    225
D75V8, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               36                137
  CLUS_3               38                225
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED       20     16     20     15
  19Q LOSS WILD-TYPE    102     86     88     68
D75V9, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               20                102
  CLUS_2               16                 86
  CLUS_3               20                 88
  CLUS_4               15                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q LOSS MUTATED        1      6     10      9     29     16
  19Q LOSS WILD-TYPE      3     34     81     37    126     63
D75V10, multiclass

Clustering(76) Variable = 20P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       37      5      2
  20P LOSS WILD-TYPE    188    172     48
D76V1, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               37                188
  CLUS_2                5                172
  CLUS_3                2                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  20P LOSS MUTATED       10      6     17      5      4      2      0
  20P LOSS WILD-TYPE     57     71     63     60     68     72     17
D76V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        6      8      2      6
  20P LOSS WILD-TYPE     47     43     35     59
D76V3, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                6                 47
  CLUS_2                8                 43
  CLUS_3                2                 35
  CLUS_4                6                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        4      7     11
  20P LOSS WILD-TYPE     12     65    107
D76V4, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                4                 12
  CLUS_2                7                 65
  CLUS_3               11                107
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       22     10     10
  20P LOSS WILD-TYPE    143    112    123
D76V5, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               22                143
  CLUS_2               10                112
  CLUS_3               10                123
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       20     10     12
  20P LOSS WILD-TYPE    141     91    146
D76V6, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               20                141
  CLUS_2               10                 91
  CLUS_3               12                146
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED       12     23      8
  20P LOSS WILD-TYPE    128    159    121
D76V7, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1               12                128
  CLUS_2               23                159
  CLUS_3                8                121
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        3     12     28
  20P LOSS WILD-TYPE     12    161    235
D76V8, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               12                161
  CLUS_3               28                235
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        8     12     12      8
  20P LOSS WILD-TYPE    114     90     96     75
D76V9, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                8                114
  CLUS_2               12                 90
  CLUS_3               12                 96
  CLUS_4                8                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P LOSS MUTATED        0      3      9      5     11     12
  20P LOSS WILD-TYPE      4     37     82     41    144     67
D76V10, multiclass

Clustering(77) Variable = 20Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED       22      6      0
  20Q LOSS WILD-TYPE    203    171     50
D77V1, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1               22                203
  CLUS_2                6                171
  CLUS_3                0                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  20Q LOSS MUTATED        5      2     11      7      2      0      1
  20Q LOSS WILD-TYPE     62     75     69     58     70     74     16
D77V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q LOSS MUTATED        5      5      0      6
  20Q LOSS WILD-TYPE     48     46     37     59
D77V3, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                5                 48
  CLUS_2                5                 46
  CLUS_3                0                 37
  CLUS_4                6                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        4      4      8
  20Q LOSS WILD-TYPE     12     68    110
D77V4, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                4                 12
  CLUS_2                4                 68
  CLUS_3                8                110
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED       18      4      6
  20Q LOSS WILD-TYPE    147    118    127
D77V5, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1               18                147
  CLUS_2                4                118
  CLUS_3                6                127
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED       20      4      4
  20Q LOSS WILD-TYPE    141     97    154
D77V6, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1               20                141
  CLUS_2                4                 97
  CLUS_3                4                154
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        5     19      4
  20Q LOSS WILD-TYPE    135    163    125
D77V7, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                5                135
  CLUS_2               19                163
  CLUS_3                4                125
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        2      7     19
  20Q LOSS WILD-TYPE     13    166    244
D77V8, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2                7                166
  CLUS_3               19                244
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q LOSS MUTATED        2     12      8      4
  20Q LOSS WILD-TYPE    120     90    100     79
D77V9, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                2                120
  CLUS_2               12                 90
  CLUS_3                8                100
  CLUS_4                4                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20Q LOSS MUTATED        0      1      8      4      5      8
  20Q LOSS WILD-TYPE      4     39     83     42    150     71
D77V10, multiclass

Clustering(78) Variable = 21Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED      106     33     23
  21Q LOSS WILD-TYPE    119    144     27
D78V1, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1              106                119
  CLUS_2               33                144
  CLUS_3               23                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  21Q LOSS MUTATED       24     43     41     10     18     18      8
  21Q LOSS WILD-TYPE     43     34     39     55     54     56      9
D78V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED       21     16     16     28
  21Q LOSS WILD-TYPE     32     35     21     37
D78V3, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               21                 32
  CLUS_2               16                 35
  CLUS_3               16                 21
  CLUS_4               28                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        4     29     48
  21Q LOSS WILD-TYPE     12     43     70
D78V4, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                4                 12
  CLUS_2               29                 43
  CLUS_3               48                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       53     50     48
  21Q LOSS WILD-TYPE    112     72     85
D78V5, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               53                112
  CLUS_2               50                 72
  CLUS_3               48                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       53     35     63
  21Q LOSS WILD-TYPE    108     66     95
D78V6, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               53                108
  CLUS_2               35                 66
  CLUS_3               63                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       53     62     46
  21Q LOSS WILD-TYPE     87    120     83
D78V7, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               53                 87
  CLUS_2               62                120
  CLUS_3               46                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        4     68     89
  21Q LOSS WILD-TYPE     11    105    174
D78V8, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               68                105
  CLUS_3               89                174
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED       48     30     41     35
  21Q LOSS WILD-TYPE     74     72     67     48
D78V9, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               48                 74
  CLUS_2               30                 72
  CLUS_3               41                 67
  CLUS_4               35                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q LOSS MUTATED        0     13     23     19     63     36
  21Q LOSS WILD-TYPE      4     27     68     27     92     43
D78V10, multiclass

Clustering(79) Variable = 22Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       40     18      9
  22Q LOSS WILD-TYPE    185    159     41
D79V1, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               40                185
  CLUS_2               18                159
  CLUS_3                9                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  22Q LOSS MUTATED        7     22      7     10     10      5      6
  22Q LOSS WILD-TYPE     60     55     73     55     62     69     11
D79V2, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED        8      6      6      7
  22Q LOSS WILD-TYPE     45     45     31     58
D79V3, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                8                 45
  CLUS_2                6                 45
  CLUS_3                6                 31
  CLUS_4                7                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        3     11     13
  22Q LOSS WILD-TYPE     13     61    105
D79V4, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                3                 13
  CLUS_2               11                 61
  CLUS_3               13                105
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       12     18     33
  22Q LOSS WILD-TYPE    153    104    100
D79V5, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               12                153
  CLUS_2               18                104
  CLUS_3               33                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       14     20     29
  22Q LOSS WILD-TYPE    147     81    129
D79V6, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               14                147
  CLUS_2               20                 81
  CLUS_3               29                129
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       34     16     16
  22Q LOSS WILD-TYPE    106    166    113
D79V7, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               34                106
  CLUS_2               16                166
  CLUS_3               16                113
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        2     32     32
  22Q LOSS WILD-TYPE     13    141    231
D79V8, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               32                141
  CLUS_3               32                231
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED       32     11     10      7
  22Q LOSS WILD-TYPE     90     91     98     76
D79V9, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               32                 90
  CLUS_2               11                 91
  CLUS_3               10                 98
  CLUS_4                7                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q LOSS MUTATED        2      5     14      5     28      6
  22Q LOSS WILD-TYPE      2     35     77     41    127     73
D79V10, multiclass

Clustering(80) Variable = XQ LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       50     18      3
  XQ LOSS WILD-TYPE    175    159     47
D80V1, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              50               175
  CLUS_2              18               159
  CLUS_3               3                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
  XQ LOSS MUTATED       11     14     28      9      3      5      1
  XQ LOSS WILD-TYPE     56     63     52     56     69     69     16
D80V2, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED        6      9      3     15
  XQ LOSS WILD-TYPE     47     42     34     50
D80V3, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               6                47
  CLUS_2               9                42
  CLUS_3               3                34
  CLUS_4              15                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        1      7     25
  XQ LOSS WILD-TYPE     15     65     93
D80V4, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               1                15
  CLUS_2               7                65
  CLUS_3              25                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       38     16     14
  XQ LOSS WILD-TYPE    127    106    119
D80V5, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              38               127
  CLUS_2              16               106
  CLUS_3              14               119
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       36     10     22
  XQ LOSS WILD-TYPE    125     91    136
D80V6, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              36               125
  CLUS_2              10                91
  CLUS_3              22               136
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       15     46     10
  XQ LOSS WILD-TYPE    125    136    119
D80V7, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              15               125
  CLUS_2              46               136
  CLUS_3              10               119
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        2     21     48
  XQ LOSS WILD-TYPE     13    152    215
D80V8, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               2                13
  CLUS_2              21               152
  CLUS_3              48               215
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED       12     24     19      9
  XQ LOSS WILD-TYPE    110     78     89     74
D80V9, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              12               110
  CLUS_2              24                78
  CLUS_3              19                89
  CLUS_4               9                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ LOSS MUTATED        0      8      7      4     19     26
  XQ LOSS WILD-TYPE      4     32     84     42    136     53
D80V10, multiclass
> q(save="no")
