
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/SKCM-TM/6165435/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/SKCM-TM/6164996/SKCM-TM.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=SKCM-TM", "-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=SKCM-TM"
[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/SKCM-TM/6164996/SKCM-TM.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/SKCM-TM/6165435/transformed.cor.cli.txt"

nPatients in clinical file=292, in cluster file=292, common to both=292
[1] "Reduce the number of clustering variables from 80 to 79."
[1]  79 292
[1] "1P GAIN MUTATION ANALYSIS"
[1] 3
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               65               227 
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               65               227 
[1] "1Q GAIN MUTATION ANALYSIS"
[1] 3
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
              130               162 
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
              130               162 
[1] "2P GAIN MUTATION ANALYSIS"
[1] 3
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               57               235 
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               57               235 
[1] "2Q GAIN MUTATION ANALYSIS"
[1] 3
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               55               237 
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               55               237 
[1] "3P GAIN MUTATION ANALYSIS"
[1] 3
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               47               245 
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               47               245 
[1] "3Q GAIN MUTATION ANALYSIS"
[1] 3
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               57               235 
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               57               235 
[1] "4P GAIN MUTATION ANALYSIS"
[1] 3
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               44               248 
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               44               248 
[1] "4Q GAIN MUTATION ANALYSIS"
[1] 3
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
               37               255 
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
               37               255 
[1] "5P GAIN MUTATION ANALYSIS"
[1] 3
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               57               235 
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               57               235 
[1] "5Q GAIN MUTATION ANALYSIS"
[1] 3
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               35               257 
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               35               257 
[1] "6P GAIN MUTATION ANALYSIS"
[1] 3
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
              117               175 
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
              117               175 
[1] "6Q GAIN MUTATION ANALYSIS"
[1] 3
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               38               254 
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               38               254 
[1] "7P GAIN MUTATION ANALYSIS"
[1] 3
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
              157               135 
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
              157               135 
[1] "7Q GAIN MUTATION ANALYSIS"
[1] 3
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
              155               137 
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
              155               137 
[1] "8P GAIN MUTATION ANALYSIS"
[1] 3
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               93               199 
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               93               199 
[1] "8Q GAIN MUTATION ANALYSIS"
[1] 3
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
              134               158 
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
              134               158 
[1] "9P GAIN MUTATION ANALYSIS"
[1] 3
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
               15               277 
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
               15               277 
[1] "9Q GAIN MUTATION ANALYSIS"
[1] 3
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
               20               272 
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
               20               272 
[1] "10P GAIN MUTATION ANALYSIS"
[1] 3
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                 9                283 
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                 9                283 
[1] "11P GAIN MUTATION ANALYSIS"
[1] 3
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                29                263 
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                29                263 
[1] "11Q GAIN MUTATION ANALYSIS"
[1] 3
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                25                267 
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                25                267 
[1] "12P GAIN MUTATION ANALYSIS"
[1] 3
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                48                244 
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                48                244 
[1] "12Q GAIN MUTATION ANALYSIS"
[1] 3
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                30                262 
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                30                262 
[1] "13Q GAIN MUTATION ANALYSIS"
[1] 3
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                73                219 
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                73                219 
[1] "14Q GAIN MUTATION ANALYSIS"
[1] 3
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                31                261 
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                31                261 
[1] "15Q GAIN MUTATION ANALYSIS"
[1] 3
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                65                227 
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                65                227 
[1] "16P GAIN MUTATION ANALYSIS"
[1] 3
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                40                252 
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                40                252 
[1] "16Q GAIN MUTATION ANALYSIS"
[1] 3
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                34                258 
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                34                258 
[1] "17P GAIN MUTATION ANALYSIS"
[1] 3
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                33                259 
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                33                259 
[1] "17Q GAIN MUTATION ANALYSIS"
[1] 3
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                58                234 
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                58                234 
[1] "18P GAIN MUTATION ANALYSIS"
[1] 3
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                47                245 
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                47                245 
[1] "18Q GAIN MUTATION ANALYSIS"
[1] 3
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                38                254 
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                38                254 
[1] "19P GAIN MUTATION ANALYSIS"
[1] 3
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                42                250 
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                42                250 
[1] "19Q GAIN MUTATION ANALYSIS"
[1] 3
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                44                248 
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                44                248 
[1] "20P GAIN MUTATION ANALYSIS"
[1] 3
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
               122                170 
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
               122                170 
[1] "20Q GAIN MUTATION ANALYSIS"
[1] 3
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
               145                147 
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
               145                147 
[1] "21Q GAIN MUTATION ANALYSIS"
[1] 3
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                50                242 
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                50                242 
[1] "22Q GAIN MUTATION ANALYSIS"
[1] 3
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
               105                187 
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
               105                187 
[1] "XQ GAIN MUTATION ANALYSIS"
[1] 3
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               30               262 
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               30               262 
[1] "1P LOSS MUTATION ANALYSIS"
[1] 3
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               37               255 
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               37               255 
[1] "1Q LOSS MUTATION ANALYSIS"
[1] 3
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               20               272 
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               20               272 
[1] "2P LOSS MUTATION ANALYSIS"
[1] 3
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               37               255 
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               37               255 
[1] "2Q LOSS MUTATION ANALYSIS"
[1] 3
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               37               255 
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               37               255 
[1] "3P LOSS MUTATION ANALYSIS"
[1] 3
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               46               246 
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               46               246 
[1] "3Q LOSS MUTATION ANALYSIS"
[1] 3
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               35               257 
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               35               257 
[1] "4P LOSS MUTATION ANALYSIS"
[1] 3
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               62               230 
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               62               230 
[1] "4Q LOSS MUTATION ANALYSIS"
[1] 3
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               64               228 
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               64               228 
[1] "5P LOSS MUTATION ANALYSIS"
[1] 3
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               66               226 
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               66               226 
[1] "5Q LOSS MUTATION ANALYSIS"
[1] 3
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               83               209 
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               83               209 
[1] "6P LOSS MUTATION ANALYSIS"
[1] 3
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               56               236 
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               56               236 
[1] "6Q LOSS MUTATION ANALYSIS"
[1] 3
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
              145               147 
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
              145               147 
[1] "7P LOSS MUTATION ANALYSIS"
[1] 3
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
               14               278 
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
               14               278 
[1] "7Q LOSS MUTATION ANALYSIS"
[1] 3
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               14               278 
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               14               278 
[1] "8P LOSS MUTATION ANALYSIS"
[1] 3
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               53               239 
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               53               239 
[1] "8Q LOSS MUTATION ANALYSIS"
[1] 3
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               21               271 
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               21               271 
[1] "9P LOSS MUTATION ANALYSIS"
[1] 3
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
              193                99 
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
              193                99 
[1] "9Q LOSS MUTATION ANALYSIS"
[1] 3
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
              150               142 
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
              150               142 
[1] "10P LOSS MUTATION ANALYSIS"
[1] 3
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
               164                128 
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
               164                128 
[1] "10Q LOSS MUTATION ANALYSIS"
[1] 3
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
               181                111 
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
               181                111 
[1] "11P LOSS MUTATION ANALYSIS"
[1] 3
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
               102                190 
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
               102                190 
[1] "11Q LOSS MUTATION ANALYSIS"
[1] 3
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
               116                176 
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
               116                176 
[1] "12P LOSS MUTATION ANALYSIS"
[1] 3
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                45                247 
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                45                247 
[1] "12Q LOSS MUTATION ANALYSIS"
[1] 3
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                51                241 
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                51                241 
[1] "13Q LOSS MUTATION ANALYSIS"
[1] 3
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                63                229 
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                63                229 
[1] "14Q LOSS MUTATION ANALYSIS"
[1] 3
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                92                200 
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                92                200 
[1] "15Q LOSS MUTATION ANALYSIS"
[1] 3
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                42                250 
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                42                250 
[1] "16P LOSS MUTATION ANALYSIS"
[1] 3
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                58                234 
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                58                234 
[1] "16Q LOSS MUTATION ANALYSIS"
[1] 3
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                86                206 
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                86                206 
[1] "17P LOSS MUTATION ANALYSIS"
[1] 3
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                98                194 
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                98                194 
[1] "17Q LOSS MUTATION ANALYSIS"
[1] 3
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                47                245 
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                47                245 
[1] "18P LOSS MUTATION ANALYSIS"
[1] 3
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                84                208 
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                84                208 
[1] "18Q LOSS MUTATION ANALYSIS"
[1] 3
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                79                213 
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                79                213 
[1] "19P LOSS MUTATION ANALYSIS"
[1] 3
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                61                231 
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                61                231 
[1] "19Q LOSS MUTATION ANALYSIS"
[1] 3
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                58                234 
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                58                234 
[1] "20P LOSS MUTATION ANALYSIS"
[1] 3
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                18                274 
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                18                274 
[1] "20Q LOSS MUTATION ANALYSIS"
[1] 3
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                 7                285 
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                 7                285 
[1] "21Q LOSS MUTATION ANALYSIS"
[1] 3
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                58                234 
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                58                234 
[1] "22Q LOSS MUTATION ANALYSIS"
[1] 3
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                31                261 
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                31                261 
[1] "XQ LOSS MUTATION ANALYSIS"
[1] 3
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               73               219 
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               73               219 
[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 292 columns.

Variable 1:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=3,	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=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 9:'MIRSEQ_MATURE_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 10:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=4,	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 292 columns, 0 survival variables, and 10 non-survival variables.
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=3, 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=4, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=4, binary=FALSE, numeric=FALSE

Clustering(1) Variable = 1P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       29     18     18
  1P GAIN WILD-TYPE     81     62     84
D1V1, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              29                81
  CLUS_2              18                62
  CLUS_3              18                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       16     24     25
  1P GAIN WILD-TYPE     56     84     87
D1V2, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              16                56
  CLUS_2              24                84
  CLUS_3              25                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED       11     17      6      9
  1P GAIN WILD-TYPE     37     40     21     29
D1V3, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              11                37
  CLUS_2              17                40
  CLUS_3               6                21
  CLUS_4               9                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       13     17     13
  1P GAIN WILD-TYPE     54     42     31
D1V4, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              13                54
  CLUS_2              17                42
  CLUS_3              13                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       27     13     24
  1P GAIN WILD-TYPE     67     66     86
D1V5, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              27                67
  CLUS_2              13                66
  CLUS_3              24                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       22     26     16
  1P GAIN WILD-TYPE     52     96     71
D1V6, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              22                52
  CLUS_2              26                96
  CLUS_3              16                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       17     25     19
  1P GAIN WILD-TYPE     53     93     66
D1V7, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              17                53
  CLUS_2              25                93
  CLUS_3              19                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED        6      7     18     30
  1P GAIN WILD-TYPE     23     21     54    114
D1V8, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               6                23
  CLUS_2               7                21
  CLUS_3              18                54
  CLUS_4              30               114
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       22     21     18
  1P GAIN WILD-TYPE     68     82     62
D1V9, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              22                68
  CLUS_2              21                82
  CLUS_3              18                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED        4     27     21      9
  1P GAIN WILD-TYPE     21     85     65     41
D1V10, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               4                21
  CLUS_2              27                85
  CLUS_3              21                65
  CLUS_4               9                41

Clustering(2) Variable = 1Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       71     27     32
  1Q GAIN WILD-TYPE     39     53     70
D2V1, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              71                39
  CLUS_2              27                53
  CLUS_3              32                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       39     45     46
  1Q GAIN WILD-TYPE     33     63     66
D2V2, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              39                33
  CLUS_2              45                63
  CLUS_3              46                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED       22     26     17     14
  1Q GAIN WILD-TYPE     26     31     10     24
D2V3, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              22                26
  CLUS_2              26                31
  CLUS_3              17                10
  CLUS_4              14                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       32     27     20
  1Q GAIN WILD-TYPE     35     32     24
D2V4, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              32                35
  CLUS_2              27                32
  CLUS_3              20                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       42     25     57
  1Q GAIN WILD-TYPE     52     54     53
D2V5, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              42                52
  CLUS_2              25                54
  CLUS_3              57                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       34     45     45
  1Q GAIN WILD-TYPE     40     77     42
D2V6, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              34                40
  CLUS_2              45                77
  CLUS_3              45                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       30     60     31
  1Q GAIN WILD-TYPE     40     58     54
D2V7, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              30                40
  CLUS_2              60                58
  CLUS_3              31                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED       13     13     24     71
  1Q GAIN WILD-TYPE     16     15     48     73
D2V8, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              13                16
  CLUS_2              13                15
  CLUS_3              24                48
  CLUS_4              71                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       37     56     28
  1Q GAIN WILD-TYPE     53     47     52
D2V9, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              37                53
  CLUS_2              56                47
  CLUS_3              28                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED       11     54     28     28
  1Q GAIN WILD-TYPE     14     58     58     22
D2V10, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              11                14
  CLUS_2              54                58
  CLUS_3              28                58
  CLUS_4              28                22

Clustering(3) Variable = 2P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       19     24     14
  2P GAIN WILD-TYPE     91     56     88
D3V1, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              19                91
  CLUS_2              24                56
  CLUS_3              14                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       16     22     19
  2P GAIN WILD-TYPE     56     86     93
D3V2, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              16                56
  CLUS_2              22                86
  CLUS_3              19                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED       12     11      9      7
  2P GAIN WILD-TYPE     36     46     18     31
D3V3, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              12                36
  CLUS_2              11                46
  CLUS_3               9                18
  CLUS_4               7                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       14     12     13
  2P GAIN WILD-TYPE     53     47     31
D3V4, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              14                53
  CLUS_2              12                47
  CLUS_3              13                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       27     11     18
  2P GAIN WILD-TYPE     67     68     92
D3V5, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              27                67
  CLUS_2              11                68
  CLUS_3              18                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       25     17     14
  2P GAIN WILD-TYPE     49    105     73
D3V6, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              25                49
  CLUS_2              17               105
  CLUS_3              14                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       19     15     22
  2P GAIN WILD-TYPE     51    103     63
D3V7, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              19                51
  CLUS_2              15               103
  CLUS_3              22                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED        9      6     23     18
  2P GAIN WILD-TYPE     20     22     49    126
D3V8, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               9                20
  CLUS_2               6                22
  CLUS_3              23                49
  CLUS_4              18               126
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       25     12     19
  2P GAIN WILD-TYPE     65     91     61
D3V9, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              25                65
  CLUS_2              12                91
  CLUS_3              19                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED        8     18     27      3
  2P GAIN WILD-TYPE     17     94     59     47
D3V10, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               8                17
  CLUS_2              18                94
  CLUS_3              27                59
  CLUS_4               3                47

Clustering(4) Variable = 2Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       16     25     14
  2Q GAIN WILD-TYPE     94     55     88
D4V1, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              16                94
  CLUS_2              25                55
  CLUS_3              14                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       14     21     20
  2Q GAIN WILD-TYPE     58     87     92
D4V2, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              14                58
  CLUS_2              21                87
  CLUS_3              20                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED       12     10      6      8
  2Q GAIN WILD-TYPE     36     47     21     30
D4V3, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              12                36
  CLUS_2              10                47
  CLUS_3               6                21
  CLUS_4               8                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       10     13     13
  2Q GAIN WILD-TYPE     57     46     31
D4V4, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              10                57
  CLUS_2              13                46
  CLUS_3              13                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       29     11     14
  2Q GAIN WILD-TYPE     65     68     96
D4V5, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              29                65
  CLUS_2              11                68
  CLUS_3              14                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       25     18     11
  2Q GAIN WILD-TYPE     49    104     76
D4V6, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              25                49
  CLUS_2              18               104
  CLUS_3              11                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       19     12     23
  2Q GAIN WILD-TYPE     51    106     62
D4V7, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              19                51
  CLUS_2              12               106
  CLUS_3              23                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED        9      7     23     15
  2Q GAIN WILD-TYPE     20     21     49    129
D4V8, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               9                20
  CLUS_2               7                21
  CLUS_3              23                49
  CLUS_4              15               129
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       25     10     19
  2Q GAIN WILD-TYPE     65     93     61
D4V9, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              25                65
  CLUS_2              10                93
  CLUS_3              19                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED        8     16     28      2
  2Q GAIN WILD-TYPE     17     96     58     48
D4V10, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               8                17
  CLUS_2              16                96
  CLUS_3              28                58
  CLUS_4               2                48

Clustering(5) Variable = 3P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       18     14     15
  3P GAIN WILD-TYPE     92     66     87
D5V1, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              18                92
  CLUS_2              14                66
  CLUS_3              15                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       15     13     19
  3P GAIN WILD-TYPE     57     95     93
D5V2, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              15                57
  CLUS_2              13                95
  CLUS_3              19                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED       14      5      7      6
  3P GAIN WILD-TYPE     34     52     20     32
D5V3, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              14                34
  CLUS_2               5                52
  CLUS_3               7                20
  CLUS_4               6                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       15      4     13
  3P GAIN WILD-TYPE     52     55     31
D5V4, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              15                52
  CLUS_2               4                55
  CLUS_3              13                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       18     15     14
  3P GAIN WILD-TYPE     76     64     96
D5V5, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              18                76
  CLUS_2              15                64
  CLUS_3              14                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       15     20     12
  3P GAIN WILD-TYPE     59    102     75
D5V6, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              15                59
  CLUS_2              20               102
  CLUS_3              12                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       11     18     15
  3P GAIN WILD-TYPE     59    100     70
D5V7, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              11                59
  CLUS_2              18               100
  CLUS_3              15                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED        6      9      6     23
  3P GAIN WILD-TYPE     23     19     66    121
D5V8, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               6                23
  CLUS_2               9                19
  CLUS_3               6                66
  CLUS_4              23               121
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       11     18     15
  3P GAIN WILD-TYPE     79     85     65
D5V9, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              11                79
  CLUS_2              18                85
  CLUS_3              15                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED        4     24     11      5
  3P GAIN WILD-TYPE     21     88     75     45
D5V10, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               4                21
  CLUS_2              24                88
  CLUS_3              11                75
  CLUS_4               5                45

Clustering(6) Variable = 3Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       18     20     19
  3Q GAIN WILD-TYPE     92     60     83
D6V1, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              18                92
  CLUS_2              20                60
  CLUS_3              19                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       15     18     24
  3Q GAIN WILD-TYPE     57     90     88
D6V2, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              15                57
  CLUS_2              18                90
  CLUS_3              24                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED       18      7      7      8
  3Q GAIN WILD-TYPE     30     50     20     30
D6V3, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              18                30
  CLUS_2               7                50
  CLUS_3               7                20
  CLUS_4               8                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       17      7     16
  3Q GAIN WILD-TYPE     50     52     28
D6V4, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              17                50
  CLUS_2               7                52
  CLUS_3              16                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       25     18     14
  3Q GAIN WILD-TYPE     69     61     96
D6V5, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              25                69
  CLUS_2              18                61
  CLUS_3              14                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       20     24     13
  3Q GAIN WILD-TYPE     54     98     74
D6V6, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              20                54
  CLUS_2              24                98
  CLUS_3              13                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       14     21     19
  3Q GAIN WILD-TYPE     56     97     66
D6V7, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              14                56
  CLUS_2              21                97
  CLUS_3              19                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED        8     11     10     25
  3Q GAIN WILD-TYPE     21     17     62    119
D6V8, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               8                21
  CLUS_2              11                17
  CLUS_3              10                62
  CLUS_4              25               119
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       14     21     19
  3Q GAIN WILD-TYPE     76     82     61
D6V9, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              14                76
  CLUS_2              21                82
  CLUS_3              19                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED        6     25     15      8
  3Q GAIN WILD-TYPE     19     87     71     42
D6V10, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               6                19
  CLUS_2              25                87
  CLUS_3              15                71
  CLUS_4               8                42

Clustering(7) Variable = 4P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       25     13      6
  4P GAIN WILD-TYPE     85     67     96
D7V1, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              25                85
  CLUS_2              13                67
  CLUS_3               6                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       12     21     11
  4P GAIN WILD-TYPE     60     87    101
D7V2, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              12                60
  CLUS_2              21                87
  CLUS_3              11               101
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P GAIN MUTATED        4     11      7      6
  4P GAIN WILD-TYPE     44     46     20     32
D7V3, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               4                44
  CLUS_2              11                46
  CLUS_3               7                20
  CLUS_4               6                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       14      9      5
  4P GAIN WILD-TYPE     53     50     39
D7V4, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              14                53
  CLUS_2               9                50
  CLUS_3               5                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       16     10     18
  4P GAIN WILD-TYPE     78     69     92
D7V5, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              16                78
  CLUS_2              10                69
  CLUS_3              18                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       10     15     19
  4P GAIN WILD-TYPE     64    107     68
D7V6, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              10                64
  CLUS_2              15               107
  CLUS_3              19                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       11     23      9
  4P GAIN WILD-TYPE     59     95     76
D7V7, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              11                59
  CLUS_2              23                95
  CLUS_3               9                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P GAIN MUTATED        2      8      6     27
  4P GAIN WILD-TYPE     27     20     66    117
D7V8, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               2                27
  CLUS_2               8                20
  CLUS_3               6                66
  CLUS_4              27               117
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       11     22     10
  4P GAIN WILD-TYPE     79     81     70
D7V9, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              11                79
  CLUS_2              22                81
  CLUS_3              10                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P GAIN MUTATED        2     22      9     10
  4P GAIN WILD-TYPE     23     90     77     40
D7V10, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               2                23
  CLUS_2              22                90
  CLUS_3               9                77
  CLUS_4              10                40

Clustering(8) Variable = 4Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       23     10      4
  4Q GAIN WILD-TYPE     87     70     98
D8V1, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              23                87
  CLUS_2              10                70
  CLUS_3               4                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        9     20      8
  4Q GAIN WILD-TYPE     63     88    104
D8V2, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               9                63
  CLUS_2              20                88
  CLUS_3               8               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q GAIN MUTATED        4     12      5      4
  4Q GAIN WILD-TYPE     44     45     22     34
D8V3, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               4                44
  CLUS_2              12                45
  CLUS_3               5                22
  CLUS_4               4                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       11      9      5
  4Q GAIN WILD-TYPE     56     50     39
D8V4, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              11                56
  CLUS_2               9                50
  CLUS_3               5                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       14      8     15
  4Q GAIN WILD-TYPE     80     71     95
D8V5, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              14                80
  CLUS_2               8                71
  CLUS_3              15                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        8     12     17
  4Q GAIN WILD-TYPE     66    110     70
D8V6, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               8                66
  CLUS_2              12               110
  CLUS_3              17                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        9     20      8
  4Q GAIN WILD-TYPE     61     98     77
D8V7, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               9                61
  CLUS_2              20                98
  CLUS_3               8                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q GAIN MUTATED        2      7      6     22
  4Q GAIN WILD-TYPE     27     21     66    122
D8V8, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               2                27
  CLUS_2               7                21
  CLUS_3               6                66
  CLUS_4              22               122
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED       10     18      9
  4Q GAIN WILD-TYPE     80     85     71
D8V9, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1              10                80
  CLUS_2              18                85
  CLUS_3               9                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q GAIN MUTATED        2     19      8      8
  4Q GAIN WILD-TYPE     23     93     78     42
D8V10, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               2                23
  CLUS_2              19                93
  CLUS_3               8                78
  CLUS_4               8                42

Clustering(9) Variable = 5P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       28     23      6
  5P GAIN WILD-TYPE     82     57     96
D9V1, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              28                82
  CLUS_2              23                57
  CLUS_3               6                96
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       17     23     17
  5P GAIN WILD-TYPE     55     85     95
D9V2, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              17                55
  CLUS_2              23                85
  CLUS_3              17                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED        7     11      5      7
  5P GAIN WILD-TYPE     41     46     22     31
D9V3, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               7                41
  CLUS_2              11                46
  CLUS_3               5                22
  CLUS_4               7                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       14      8      8
  5P GAIN WILD-TYPE     53     51     36
D9V4, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              14                53
  CLUS_2               8                51
  CLUS_3               8                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       23     13     20
  5P GAIN WILD-TYPE     71     66     90
D9V5, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              23                71
  CLUS_2              13                66
  CLUS_3              20                90
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       16     22     18
  5P GAIN WILD-TYPE     58    100     69
D9V6, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              16                58
  CLUS_2              22               100
  CLUS_3              18                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       18     26      9
  5P GAIN WILD-TYPE     52     92     76
D9V7, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              18                52
  CLUS_2              26                92
  CLUS_3               9                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED        8      8     11     26
  5P GAIN WILD-TYPE     21     20     61    118
D9V8, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               8                21
  CLUS_2               8                20
  CLUS_3              11                61
  CLUS_4              26               118
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       23     21      9
  5P GAIN WILD-TYPE     67     82     71
D9V9, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              23                67
  CLUS_2              21                82
  CLUS_3               9                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED        8     24     14      7
  5P GAIN WILD-TYPE     17     88     72     43
D9V10, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               8                17
  CLUS_2              24                88
  CLUS_3              14                72
  CLUS_4               7                43

Clustering(10) Variable = 5Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       20     10      5
  5Q GAIN WILD-TYPE     90     70     97
D10V1, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              20                90
  CLUS_2              10                70
  CLUS_3               5                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       12     13     10
  5Q GAIN WILD-TYPE     60     95    102
D10V2, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              12                60
  CLUS_2              13                95
  CLUS_3              10               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED        3      7      4      6
  5Q GAIN WILD-TYPE     45     50     23     32
D10V3, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               3                45
  CLUS_2               7                50
  CLUS_3               4                23
  CLUS_4               6                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       12      4      4
  5Q GAIN WILD-TYPE     55     55     40
D10V4, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              12                55
  CLUS_2               4                55
  CLUS_3               4                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       12      9     13
  5Q GAIN WILD-TYPE     82     70     97
D10V5, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              12                82
  CLUS_2               9                70
  CLUS_3              13                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        6     16     12
  5Q GAIN WILD-TYPE     68    106     75
D10V6, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               6                68
  CLUS_2              16               106
  CLUS_3              12                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        7     21      4
  5Q GAIN WILD-TYPE     63     97     81
D10V7, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               7                63
  CLUS_2              21                97
  CLUS_3               4                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED        2      3      5     22
  5Q GAIN WILD-TYPE     27     25     67    122
D10V8, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               2                27
  CLUS_2               3                25
  CLUS_3               5                67
  CLUS_4              22               122
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        8     19      5
  5Q GAIN WILD-TYPE     82     84     75
D10V9, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               8                82
  CLUS_2              19                84
  CLUS_3               5                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED        2     21      6      3
  5Q GAIN WILD-TYPE     23     91     80     47
D10V10, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               2                23
  CLUS_2              21                91
  CLUS_3               6                80
  CLUS_4               3                47

Clustering(11) Variable = 6P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       69     17     31
  6P GAIN WILD-TYPE     41     63     71
D11V1, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              69                41
  CLUS_2              17                63
  CLUS_3              31                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       41     43     33
  6P GAIN WILD-TYPE     31     65     79
D11V2, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              41                31
  CLUS_2              43                65
  CLUS_3              33                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P GAIN MUTATED       19     26     10     15
  6P GAIN WILD-TYPE     29     31     17     23
D11V3, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              19                29
  CLUS_2              26                31
  CLUS_3              10                17
  CLUS_4              15                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       28     30     12
  6P GAIN WILD-TYPE     39     29     32
D11V4, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              28                39
  CLUS_2              30                29
  CLUS_3              12                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       34     31     51
  6P GAIN WILD-TYPE     60     48     59
D11V5, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              34                60
  CLUS_2              31                48
  CLUS_3              51                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       22     49     45
  6P GAIN WILD-TYPE     52     73     42
D11V6, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              22                52
  CLUS_2              49                73
  CLUS_3              45                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       26     60     27
  6P GAIN WILD-TYPE     44     58     58
D11V7, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              26                44
  CLUS_2              60                58
  CLUS_3              27                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P GAIN MUTATED       13     15     15     70
  6P GAIN WILD-TYPE     16     13     57     74
D11V8, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              13                16
  CLUS_2              15                13
  CLUS_3              15                57
  CLUS_4              70                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       36     52     25
  6P GAIN WILD-TYPE     54     51     55
D11V9, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              36                54
  CLUS_2              52                51
  CLUS_3              25                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P GAIN MUTATED       11     57     19     26
  6P GAIN WILD-TYPE     14     55     67     24
D11V10, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              11                14
  CLUS_2              57                55
  CLUS_3              19                67
  CLUS_4              26                24

Clustering(12) Variable = 6Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       20      5     13
  6Q GAIN WILD-TYPE     90     75     89
D12V1, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              20                90
  CLUS_2               5                75
  CLUS_3              13                89
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       13     10     15
  6Q GAIN WILD-TYPE     59     98     97
D12V2, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              13                59
  CLUS_2              10                98
  CLUS_3              15                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q GAIN MUTATED        7      8      4      3
  6Q GAIN WILD-TYPE     41     49     23     35
D12V3, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               7                41
  CLUS_2               8                49
  CLUS_3               4                23
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        9     10      3
  6Q GAIN WILD-TYPE     58     49     41
D12V4, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               9                58
  CLUS_2              10                49
  CLUS_3               3                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       10     11     17
  6Q GAIN WILD-TYPE     84     68     93
D12V5, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              10                84
  CLUS_2              11                68
  CLUS_3              17                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        8     18     12
  6Q GAIN WILD-TYPE     66    104     75
D12V6, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               8                66
  CLUS_2              18               104
  CLUS_3              12                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        5     18     12
  6Q GAIN WILD-TYPE     65    100     73
D12V7, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               5                65
  CLUS_2              18               100
  CLUS_3              12                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q GAIN MUTATED        3      6      5     21
  6Q GAIN WILD-TYPE     26     22     67    123
D12V8, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               3                26
  CLUS_2               6                22
  CLUS_3               5                67
  CLUS_4              21               123
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        8     16     11
  6Q GAIN WILD-TYPE     82     87     69
D12V9, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               8                82
  CLUS_2              16                87
  CLUS_3              11                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q GAIN MUTATED        2     16      6     11
  6Q GAIN WILD-TYPE     23     96     80     39
D12V10, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               2                23
  CLUS_2              16                96
  CLUS_3               6                80
  CLUS_4              11                39

Clustering(13) Variable = 7P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       60     59     38
  7P GAIN WILD-TYPE     50     21     64
D13V1, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              60                50
  CLUS_2              59                21
  CLUS_3              38                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       36     61     60
  7P GAIN WILD-TYPE     36     47     52
D13V2, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              36                36
  CLUS_2              61                47
  CLUS_3              60                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED       23     34     14     17
  7P GAIN WILD-TYPE     25     23     13     21
D13V3, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              23                25
  CLUS_2              34                23
  CLUS_3              14                13
  CLUS_4              17                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       34     31     23
  7P GAIN WILD-TYPE     33     28     21
D13V4, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              34                33
  CLUS_2              31                28
  CLUS_3              23                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       61     39     52
  7P GAIN WILD-TYPE     33     40     58
D13V5, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              61                33
  CLUS_2              39                40
  CLUS_3              52                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       45     61     46
  7P GAIN WILD-TYPE     29     61     41
D13V6, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              45                29
  CLUS_2              61                61
  CLUS_3              46                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       40     63     43
  7P GAIN WILD-TYPE     30     55     42
D13V7, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              40                30
  CLUS_2              63                55
  CLUS_3              43                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED       17     20     38     71
  7P GAIN WILD-TYPE     12      8     34     73
D13V8, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              17                12
  CLUS_2              20                 8
  CLUS_3              38                34
  CLUS_4              71                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       50     55     41
  7P GAIN WILD-TYPE     40     48     39
D13V9, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              50                40
  CLUS_2              55                48
  CLUS_3              41                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED       15     57     50     24
  7P GAIN WILD-TYPE     10     55     36     26
D13V10, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              15                10
  CLUS_2              57                55
  CLUS_3              50                36
  CLUS_4              24                26

Clustering(14) Variable = 7Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       54     62     39
  7Q GAIN WILD-TYPE     56     18     63
D14V1, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              54                56
  CLUS_2              62                18
  CLUS_3              39                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       34     60     61
  7Q GAIN WILD-TYPE     38     48     51
D14V2, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              34                38
  CLUS_2              60                48
  CLUS_3              61                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED       24     33     15     18
  7Q GAIN WILD-TYPE     24     24     12     20
D14V3, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              24                24
  CLUS_2              33                24
  CLUS_3              15                12
  CLUS_4              18                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       35     32     23
  7Q GAIN WILD-TYPE     32     27     21
D14V4, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              35                32
  CLUS_2              32                27
  CLUS_3              23                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       62     41     48
  7Q GAIN WILD-TYPE     32     38     62
D14V5, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              62                32
  CLUS_2              41                38
  CLUS_3              48                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       47     63     41
  7Q GAIN WILD-TYPE     27     59     46
D14V6, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              47                27
  CLUS_2              63                59
  CLUS_3              41                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       41     59     45
  7Q GAIN WILD-TYPE     29     59     40
D14V7, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              41                29
  CLUS_2              59                59
  CLUS_3              45                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED       19     20     39     67
  7Q GAIN WILD-TYPE     10      8     33     77
D14V8, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              19                10
  CLUS_2              20                 8
  CLUS_3              39                33
  CLUS_4              67                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       52     50     43
  7Q GAIN WILD-TYPE     38     53     37
D14V9, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              52                38
  CLUS_2              50                53
  CLUS_3              43                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED       16     55     50     24
  7Q GAIN WILD-TYPE      9     57     36     26
D14V10, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              16                 9
  CLUS_2              55                57
  CLUS_3              50                36
  CLUS_4              24                26

Clustering(15) Variable = 8P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       39     36     18
  8P GAIN WILD-TYPE     71     44     84
D15V1, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              39                71
  CLUS_2              36                44
  CLUS_3              18                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       29     32     32
  8P GAIN WILD-TYPE     43     76     80
D15V2, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              29                43
  CLUS_2              32                76
  CLUS_3              32                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED       14     16      9     14
  8P GAIN WILD-TYPE     34     41     18     24
D15V3, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              14                34
  CLUS_2              16                41
  CLUS_3               9                18
  CLUS_4              14                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       20     17     16
  8P GAIN WILD-TYPE     47     42     28
D15V4, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              20                47
  CLUS_2              17                42
  CLUS_3              16                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       40     19     32
  8P GAIN WILD-TYPE     54     60     78
D15V5, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              40                54
  CLUS_2              19                60
  CLUS_3              32                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       27     31     33
  8P GAIN WILD-TYPE     47     91     54
D15V6, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              27                47
  CLUS_2              31                91
  CLUS_3              33                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       22     32     34
  8P GAIN WILD-TYPE     48     86     51
D15V7, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              22                48
  CLUS_2              32                86
  CLUS_3              34                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED        9     12     23     44
  8P GAIN WILD-TYPE     20     16     49    100
D15V8, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               9                20
  CLUS_2              12                16
  CLUS_3              23                49
  CLUS_4              44               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       28     26     34
  8P GAIN WILD-TYPE     62     77     46
D15V9, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              28                62
  CLUS_2              26                77
  CLUS_3              34                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED        8     31     29     20
  8P GAIN WILD-TYPE     17     81     57     30
D15V10, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               8                17
  CLUS_2              31                81
  CLUS_3              29                57
  CLUS_4              20                30

Clustering(16) Variable = 8Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       62     46     26
  8Q GAIN WILD-TYPE     48     34     76
D16V1, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              62                48
  CLUS_2              46                34
  CLUS_3              26                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       45     41     48
  8Q GAIN WILD-TYPE     27     67     64
D16V2, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              45                27
  CLUS_2              41                67
  CLUS_3              48                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED       20     26     16     16
  8Q GAIN WILD-TYPE     28     31     11     22
D16V3, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              20                28
  CLUS_2              26                31
  CLUS_3              16                11
  CLUS_4              16                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       29     26     23
  8Q GAIN WILD-TYPE     38     33     21
D16V4, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              29                38
  CLUS_2              26                33
  CLUS_3              23                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       55     26     49
  8Q GAIN WILD-TYPE     39     53     61
D16V5, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              55                39
  CLUS_2              26                53
  CLUS_3              49                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       39     47     44
  8Q GAIN WILD-TYPE     35     75     43
D16V6, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              39                35
  CLUS_2              47                75
  CLUS_3              44                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       28     51     47
  8Q GAIN WILD-TYPE     42     67     38
D16V7, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              28                42
  CLUS_2              51                67
  CLUS_3              47                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED       12     18     29     67
  8Q GAIN WILD-TYPE     17     10     43     77
D16V8, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              12                17
  CLUS_2              18                10
  CLUS_3              29                43
  CLUS_4              67                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       41     40     45
  8Q GAIN WILD-TYPE     49     63     35
D16V9, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              41                49
  CLUS_2              40                63
  CLUS_3              45                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED       10     46     40     30
  8Q GAIN WILD-TYPE     15     66     46     20
D16V10, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              10                15
  CLUS_2              46                66
  CLUS_3              40                46
  CLUS_4              30                20

Clustering(17) Variable = 9P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        8      2      5
  9P GAIN WILD-TYPE    102     78     97
D17V1, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               8               102
  CLUS_2               2                78
  CLUS_3               5                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        6      6      3
  9P GAIN WILD-TYPE     66    102    109
D17V2, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               6                66
  CLUS_2               6               102
  CLUS_3               3               109
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED        1      6      1      2
  9P GAIN WILD-TYPE     47     51     26     36
D17V3, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               1                47
  CLUS_2               6                51
  CLUS_3               1                26
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        5      4      1
  9P GAIN WILD-TYPE     62     55     43
D17V4, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               5                62
  CLUS_2               4                55
  CLUS_3               1                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        6      2      7
  9P GAIN WILD-TYPE     88     77    103
D17V5, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               6                88
  CLUS_2               2                77
  CLUS_3               7               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        5      6      4
  9P GAIN WILD-TYPE     69    116     83
D17V6, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               5                69
  CLUS_2               6               116
  CLUS_3               4                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        4      6      5
  9P GAIN WILD-TYPE     66    112     80
D17V7, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               4                66
  CLUS_2               6               112
  CLUS_3               5                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED        3      1      4      7
  9P GAIN WILD-TYPE     26     27     68    137
D17V8, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               3                26
  CLUS_2               1                27
  CLUS_3               4                68
  CLUS_4               7               137
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        6      5      4
  9P GAIN WILD-TYPE     84     98     76
D17V9, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               6                84
  CLUS_2               5                98
  CLUS_3               4                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED        3      6      4      2
  9P GAIN WILD-TYPE     22    106     82     48
D17V10, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               3                22
  CLUS_2               6               106
  CLUS_3               4                82
  CLUS_4               2                48

Clustering(18) Variable = 9Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       10      5      5
  9Q GAIN WILD-TYPE    100     75     97
D18V1, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              10               100
  CLUS_2               5                75
  CLUS_3               5                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        6      7      7
  9Q GAIN WILD-TYPE     66    101    105
D18V2, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               6                66
  CLUS_2               7               101
  CLUS_3               7               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED        1      8      1      2
  9Q GAIN WILD-TYPE     47     49     26     36
D18V3, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               1                47
  CLUS_2               8                49
  CLUS_3               1                26
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        6      5      1
  9Q GAIN WILD-TYPE     61     54     43
D18V4, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               6                61
  CLUS_2               5                54
  CLUS_3               1                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        9      4      7
  9Q GAIN WILD-TYPE     85     75    103
D18V5, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               9                85
  CLUS_2               4                75
  CLUS_3               7               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        7      7      6
  9Q GAIN WILD-TYPE     67    115     81
D18V6, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               7                67
  CLUS_2               7               115
  CLUS_3               6                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        5      7      6
  9Q GAIN WILD-TYPE     65    111     79
D18V7, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               5                65
  CLUS_2               7               111
  CLUS_3               6                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED        3      2      4      9
  9Q GAIN WILD-TYPE     26     26     68    135
D18V8, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               3                26
  CLUS_2               2                26
  CLUS_3               4                68
  CLUS_4               9               135
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        7      6      5
  9Q GAIN WILD-TYPE     83     97     75
D18V9, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               7                83
  CLUS_2               6                97
  CLUS_3               5                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED        3      7      5      3
  9Q GAIN WILD-TYPE     22    105     81     47
D18V10, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               3                22
  CLUS_2               7               105
  CLUS_3               5                81
  CLUS_4               3                47

Clustering(19) Variable = 10P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        5      2      2
  10P GAIN WILD-TYPE    105     78    100
D19V1, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                5                105
  CLUS_2                2                 78
  CLUS_3                2                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        3      2      4
  10P GAIN WILD-TYPE     69    106    108
D19V2, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                3                 69
  CLUS_2                2                106
  CLUS_3                4                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED        2      1      1      0
  10P GAIN WILD-TYPE     46     56     26     38
D19V3, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                2                 46
  CLUS_2                1                 56
  CLUS_3                1                 26
  CLUS_4                0                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        3      0      1
  10P GAIN WILD-TYPE     64     59     43
D19V4, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                3                 64
  CLUS_2                0                 59
  CLUS_3                1                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        3      2      4
  10P GAIN WILD-TYPE     91     77    106
D19V5, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                3                 91
  CLUS_2                2                 77
  CLUS_3                4                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        2      3      4
  10P GAIN WILD-TYPE     72    119     83
D19V6, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                2                 72
  CLUS_2                3                119
  CLUS_3                4                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        3      4      1
  10P GAIN WILD-TYPE     67    114     84
D19V7, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                3                 67
  CLUS_2                4                114
  CLUS_3                1                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED        2      2      0      4
  10P GAIN WILD-TYPE     27     26     72    140
D19V8, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                2                 27
  CLUS_2                2                 26
  CLUS_3                0                 72
  CLUS_4                4                140
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        3      4      1
  10P GAIN WILD-TYPE     87     99     79
D19V9, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                3                 87
  CLUS_2                4                 99
  CLUS_3                1                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED        1      2      2      3
  10P GAIN WILD-TYPE     24    110     84     47
D19V10, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                1                 24
  CLUS_2                2                110
  CLUS_3                2                 84
  CLUS_4                3                 47

Clustering(20) Variable = 11P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        9     14      6
  11P GAIN WILD-TYPE    101     66     96
D20V1, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                9                101
  CLUS_2               14                 66
  CLUS_3                6                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        9      8     12
  11P GAIN WILD-TYPE     63    100    100
D20V2, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                9                 63
  CLUS_2                8                100
  CLUS_3               12                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED        8      5      0      6
  11P GAIN WILD-TYPE     40     52     27     32
D20V3, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                8                 40
  CLUS_2                5                 52
  CLUS_3                0                 27
  CLUS_4                6                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        3      7      9
  11P GAIN WILD-TYPE     64     52     35
D20V4, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                3                 64
  CLUS_2                7                 52
  CLUS_3                9                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       17      4      8
  11P GAIN WILD-TYPE     77     75    102
D20V5, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               17                 77
  CLUS_2                4                 75
  CLUS_3                8                102
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       12      8      9
  11P GAIN WILD-TYPE     62    114     78
D20V6, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               12                 62
  CLUS_2                8                114
  CLUS_3                9                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        7      8     13
  11P GAIN WILD-TYPE     63    110     72
D20V7, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                7                 63
  CLUS_2                8                110
  CLUS_3               13                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED        1      4     13     10
  11P GAIN WILD-TYPE     28     24     59    134
D20V8, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                1                 28
  CLUS_2                4                 24
  CLUS_3               13                 59
  CLUS_4               10                134
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       10      6     12
  11P GAIN WILD-TYPE     80     97     68
D20V9, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               10                 80
  CLUS_2                6                 97
  CLUS_3               12                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED        1     10     14      3
  11P GAIN WILD-TYPE     24    102     72     47
D20V10, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                1                 24
  CLUS_2               10                102
  CLUS_3               14                 72
  CLUS_4                3                 47

Clustering(21) Variable = 11Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        5     14      6
  11Q GAIN WILD-TYPE    105     66     96
D21V1, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                5                105
  CLUS_2               14                 66
  CLUS_3                6                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        8      6     11
  11Q GAIN WILD-TYPE     64    102    101
D21V2, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                8                 64
  CLUS_2                6                102
  CLUS_3               11                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED        6      3      0      6
  11Q GAIN WILD-TYPE     42     54     27     32
D21V3, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                6                 42
  CLUS_2                3                 54
  CLUS_3                0                 27
  CLUS_4                6                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        2      5      8
  11Q GAIN WILD-TYPE     65     54     36
D21V4, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                2                 65
  CLUS_2                5                 54
  CLUS_3                8                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       15      5      5
  11Q GAIN WILD-TYPE     79     74    105
D21V5, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               15                 79
  CLUS_2                5                 74
  CLUS_3                5                105
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       10      9      6
  11Q GAIN WILD-TYPE     64    113     81
D21V6, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               10                 64
  CLUS_2                9                113
  CLUS_3                6                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        5      7     12
  11Q GAIN WILD-TYPE     65    111     73
D21V7, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                5                 65
  CLUS_2                7                111
  CLUS_3               12                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED        0      4     12      8
  11Q GAIN WILD-TYPE     29     24     60    136
D21V8, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                0                 29
  CLUS_2                4                 24
  CLUS_3               12                 60
  CLUS_4                8                136
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        8      5     11
  11Q GAIN WILD-TYPE     82     98     69
D21V9, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                8                 82
  CLUS_2                5                 98
  CLUS_3               11                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED        0      8     13      3
  11Q GAIN WILD-TYPE     25    104     73     47
D21V10, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                0                 25
  CLUS_2                8                104
  CLUS_3               13                 73
  CLUS_4                3                 47

Clustering(22) Variable = 12P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       23     18      7
  12P GAIN WILD-TYPE     87     62     95
D22V1, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               23                 87
  CLUS_2               18                 62
  CLUS_3                7                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       15     18     15
  12P GAIN WILD-TYPE     57     90     97
D22V2, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               15                 57
  CLUS_2               18                 90
  CLUS_3               15                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED        8      9      7      5
  12P GAIN WILD-TYPE     40     48     20     33
D22V3, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                8                 40
  CLUS_2                9                 48
  CLUS_3                7                 20
  CLUS_4                5                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       16      6      7
  12P GAIN WILD-TYPE     51     53     37
D22V4, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               16                 51
  CLUS_2                6                 53
  CLUS_3                7                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       21      6     21
  12P GAIN WILD-TYPE     73     73     89
D22V5, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               21                 73
  CLUS_2                6                 73
  CLUS_3               21                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       18     13     17
  12P GAIN WILD-TYPE     56    109     70
D22V6, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               18                 56
  CLUS_2               13                109
  CLUS_3               17                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       13     19     16
  12P GAIN WILD-TYPE     57     99     69
D22V7, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               13                 57
  CLUS_2               19                 99
  CLUS_3               16                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED        5      7     13     23
  12P GAIN WILD-TYPE     24     21     59    121
D22V8, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                5                 24
  CLUS_2                7                 21
  CLUS_3               13                 59
  CLUS_4               23                121
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       15     17     16
  12P GAIN WILD-TYPE     75     86     64
D22V9, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               15                 75
  CLUS_2               17                 86
  CLUS_3               16                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED        5     19     15      9
  12P GAIN WILD-TYPE     20     93     71     41
D22V10, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                5                 20
  CLUS_2               19                 93
  CLUS_3               15                 71
  CLUS_4                9                 41

Clustering(23) Variable = 12Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       13     11      6
  12Q GAIN WILD-TYPE     97     69     96
D23V1, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               13                 97
  CLUS_2               11                 69
  CLUS_3                6                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        8     10     12
  12Q GAIN WILD-TYPE     64     98    100
D23V2, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                8                 64
  CLUS_2               10                 98
  CLUS_3               12                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED        7      4      3      3
  12Q GAIN WILD-TYPE     41     53     24     35
D23V3, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                7                 41
  CLUS_2                4                 53
  CLUS_3                3                 24
  CLUS_4                3                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       10      2      5
  12Q GAIN WILD-TYPE     57     57     39
D23V4, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               10                 57
  CLUS_2                2                 57
  CLUS_3                5                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       12      5     13
  12Q GAIN WILD-TYPE     82     74     97
D23V5, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               12                 82
  CLUS_2                5                 74
  CLUS_3               13                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       11     10      9
  12Q GAIN WILD-TYPE     63    112     78
D23V6, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               11                 63
  CLUS_2               10                112
  CLUS_3                9                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        7     12     11
  12Q GAIN WILD-TYPE     63    106     74
D23V7, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                7                 63
  CLUS_2               12                106
  CLUS_3               11                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED        4      3      9     14
  12Q GAIN WILD-TYPE     25     25     63    130
D23V8, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                4                 25
  CLUS_2                3                 25
  CLUS_3                9                 63
  CLUS_4               14                130
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        7     13     10
  12Q GAIN WILD-TYPE     83     90     70
D23V9, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                7                 83
  CLUS_2               13                 90
  CLUS_3               10                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED        4     11     10      5
  12Q GAIN WILD-TYPE     21    101     76     45
D23V10, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                4                 21
  CLUS_2               11                101
  CLUS_3               10                 76
  CLUS_4                5                 45

Clustering(24) Variable = 13Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       40     20     13
  13Q GAIN WILD-TYPE     70     60     89
D24V1, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               40                 70
  CLUS_2               20                 60
  CLUS_3               13                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       34     25     14
  13Q GAIN WILD-TYPE     38     83     98
D24V2, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               34                 38
  CLUS_2               25                 83
  CLUS_3               14                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED       12     15      3     10
  13Q GAIN WILD-TYPE     36     42     24     28
D24V3, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               12                 36
  CLUS_2               15                 42
  CLUS_3                3                 24
  CLUS_4               10                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       14     16     10
  13Q GAIN WILD-TYPE     53     43     34
D24V4, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               14                 53
  CLUS_2               16                 43
  CLUS_3               10                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       33     15     23
  13Q GAIN WILD-TYPE     61     64     87
D24V5, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               33                 61
  CLUS_2               15                 64
  CLUS_3               23                 87
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       22     21     28
  13Q GAIN WILD-TYPE     52    101     59
D24V6, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               22                 52
  CLUS_2               21                101
  CLUS_3               28                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       16     29     24
  13Q GAIN WILD-TYPE     54     89     61
D24V7, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               16                 54
  CLUS_2               29                 89
  CLUS_3               24                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED        6     11     16     36
  13Q GAIN WILD-TYPE     23     17     56    108
D24V8, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                6                 23
  CLUS_2               11                 17
  CLUS_3               16                 56
  CLUS_4               36                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       21     26     22
  13Q GAIN WILD-TYPE     69     77     58
D24V9, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               21                 69
  CLUS_2               26                 77
  CLUS_3               22                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED        6     26     20     17
  13Q GAIN WILD-TYPE     19     86     66     33
D24V10, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                6                 19
  CLUS_2               26                 86
  CLUS_3               20                 66
  CLUS_4               17                 33

Clustering(25) Variable = 14Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       10      9     12
  14Q GAIN WILD-TYPE    100     71     90
D25V1, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               10                100
  CLUS_2                9                 71
  CLUS_3               12                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       11      9     11
  14Q GAIN WILD-TYPE     61     99    101
D25V2, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               11                 61
  CLUS_2                9                 99
  CLUS_3               11                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED        6      4      1      6
  14Q GAIN WILD-TYPE     42     53     26     32
D25V3, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                6                 42
  CLUS_2                4                 53
  CLUS_3                1                 26
  CLUS_4                6                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       10      1      6
  14Q GAIN WILD-TYPE     57     58     38
D25V4, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               10                 57
  CLUS_2                1                 58
  CLUS_3                6                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       11      8     12
  14Q GAIN WILD-TYPE     83     71     98
D25V5, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               11                 83
  CLUS_2                8                 71
  CLUS_3               12                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        9     13      9
  14Q GAIN WILD-TYPE     65    109     78
D25V6, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                9                 65
  CLUS_2               13                109
  CLUS_3                9                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        4     15     12
  14Q GAIN WILD-TYPE     66    103     73
D25V7, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                4                 66
  CLUS_2               15                103
  CLUS_3               12                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED        2      7      7     15
  14Q GAIN WILD-TYPE     27     21     65    129
D25V8, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                2                 27
  CLUS_2                7                 21
  CLUS_3                7                 65
  CLUS_4               15                129
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        9     14      8
  14Q GAIN WILD-TYPE     81     89     72
D25V9, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                9                 81
  CLUS_2               14                 89
  CLUS_3                8                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED        2     14     10      5
  14Q GAIN WILD-TYPE     23     98     76     45
D25V10, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                2                 23
  CLUS_2               14                 98
  CLUS_3               10                 76
  CLUS_4                5                 45

Clustering(26) Variable = 15Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       13     34     18
  15Q GAIN WILD-TYPE     97     46     84
D26V1, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               13                 97
  CLUS_2               34                 46
  CLUS_3               18                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       18     22     25
  15Q GAIN WILD-TYPE     54     86     87
D26V2, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               18                 54
  CLUS_2               22                 86
  CLUS_3               25                 87
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED        8     14      6      8
  15Q GAIN WILD-TYPE     40     43     21     30
D26V3, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                8                 40
  CLUS_2               14                 43
  CLUS_3                6                 21
  CLUS_4                8                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       16     10     10
  15Q GAIN WILD-TYPE     51     49     34
D26V4, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               16                 51
  CLUS_2               10                 49
  CLUS_3               10                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       27     20     18
  15Q GAIN WILD-TYPE     67     59     92
D26V5, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               27                 67
  CLUS_2               20                 59
  CLUS_3               18                 92
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       21     29     15
  15Q GAIN WILD-TYPE     53     93     72
D26V6, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               21                 53
  CLUS_2               29                 93
  CLUS_3               15                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       18     21     22
  15Q GAIN WILD-TYPE     52     97     63
D26V7, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               18                 52
  CLUS_2               21                 97
  CLUS_3               22                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED        5     11     20     25
  15Q GAIN WILD-TYPE     24     17     52    119
D26V8, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                5                 24
  CLUS_2               11                 17
  CLUS_3               20                 52
  CLUS_4               25                119
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       23     19     19
  15Q GAIN WILD-TYPE     67     84     61
D26V9, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               23                 67
  CLUS_2               19                 84
  CLUS_3               19                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED        5     23     25      8
  15Q GAIN WILD-TYPE     20     89     61     42
D26V10, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                5                 20
  CLUS_2               23                 89
  CLUS_3               25                 61
  CLUS_4                8                 42

Clustering(27) Variable = 16P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       19     15      6
  16P GAIN WILD-TYPE     91     65     96
D27V1, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               19                 91
  CLUS_2               15                 65
  CLUS_3                6                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       18     12     10
  16P GAIN WILD-TYPE     54     96    102
D27V2, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               18                 54
  CLUS_2               12                 96
  CLUS_3               10                102
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED        6      7      3      4
  16P GAIN WILD-TYPE     42     50     24     34
D27V3, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                6                 42
  CLUS_2                7                 50
  CLUS_3                3                 24
  CLUS_4                4                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        9      6      5
  16P GAIN WILD-TYPE     58     53     39
D27V4, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                9                 58
  CLUS_2                6                 53
  CLUS_3                5                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       24      9      7
  16P GAIN WILD-TYPE     70     70    103
D27V5, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               24                 70
  CLUS_2                9                 70
  CLUS_3                7                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       18     12     10
  16P GAIN WILD-TYPE     56    110     77
D27V6, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               18                 56
  CLUS_2               12                110
  CLUS_3               10                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       11     10     18
  16P GAIN WILD-TYPE     59    108     67
D27V7, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               11                 59
  CLUS_2               10                108
  CLUS_3               18                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED        4     11     11     13
  16P GAIN WILD-TYPE     25     17     61    131
D27V8, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                4                 25
  CLUS_2               11                 17
  CLUS_3               11                 61
  CLUS_4               13                131
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       11     10     18
  16P GAIN WILD-TYPE     79     93     62
D27V9, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               11                 79
  CLUS_2               10                 93
  CLUS_3               18                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED        4      9     16     10
  16P GAIN WILD-TYPE     21    103     70     40
D27V10, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                4                 21
  CLUS_2                9                103
  CLUS_3               16                 70
  CLUS_4               10                 40

Clustering(28) Variable = 16Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       15     15      4
  16Q GAIN WILD-TYPE     95     65     98
D28V1, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               15                 95
  CLUS_2               15                 65
  CLUS_3                4                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       15     10      9
  16Q GAIN WILD-TYPE     57     98    103
D28V2, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               15                 57
  CLUS_2               10                 98
  CLUS_3                9                103
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED        7      5      3      1
  16Q GAIN WILD-TYPE     41     52     24     37
D28V3, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                7                 41
  CLUS_2                5                 52
  CLUS_3                3                 24
  CLUS_4                1                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        7      4      5
  16Q GAIN WILD-TYPE     60     55     39
D28V4, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                7                 60
  CLUS_2                4                 55
  CLUS_3                5                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       23      6      5
  16Q GAIN WILD-TYPE     71     73    105
D28V5, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               23                 71
  CLUS_2                6                 73
  CLUS_3                5                105
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       17      9      8
  16Q GAIN WILD-TYPE     57    113     79
D28V6, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               17                 57
  CLUS_2                9                113
  CLUS_3                8                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       11      8     14
  16Q GAIN WILD-TYPE     59    110     71
D28V7, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               11                 59
  CLUS_2                8                110
  CLUS_3               14                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED        4     10     10      9
  16Q GAIN WILD-TYPE     25     18     62    135
D28V8, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                4                 25
  CLUS_2               10                 18
  CLUS_3               10                 62
  CLUS_4                9                135
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        9      9     15
  16Q GAIN WILD-TYPE     81     94     65
D28V9, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                9                 81
  CLUS_2                9                 94
  CLUS_3               15                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED        4      7     15      7
  16Q GAIN WILD-TYPE     21    105     71     43
D28V10, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                4                 21
  CLUS_2                7                105
  CLUS_3               15                 71
  CLUS_4                7                 43

Clustering(29) Variable = 17P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       13     16      4
  17P GAIN WILD-TYPE     97     64     98
D29V1, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               13                 97
  CLUS_2               16                 64
  CLUS_3                4                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       15     11      7
  17P GAIN WILD-TYPE     57     97    105
D29V2, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               15                 57
  CLUS_2               11                 97
  CLUS_3                7                105
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P GAIN MUTATED        4      8      5      5
  17P GAIN WILD-TYPE     44     49     22     33
D29V3, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                4                 44
  CLUS_2                8                 49
  CLUS_3                5                 22
  CLUS_4                5                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       12      7      3
  17P GAIN WILD-TYPE     55     52     41
D29V4, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               12                 55
  CLUS_2                7                 52
  CLUS_3                3                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       15      6     12
  17P GAIN WILD-TYPE     79     73     98
D29V5, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               15                 79
  CLUS_2                6                 73
  CLUS_3               12                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       12     11     10
  17P GAIN WILD-TYPE     62    111     77
D29V6, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               12                 62
  CLUS_2               11                111
  CLUS_3               10                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       11     11     10
  17P GAIN WILD-TYPE     59    107     75
D29V7, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               11                 59
  CLUS_2               11                107
  CLUS_3               10                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P GAIN MUTATED        6      4      9     13
  17P GAIN WILD-TYPE     23     24     63    131
D29V8, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                6                 23
  CLUS_2                4                 24
  CLUS_3                9                 63
  CLUS_4               13                131
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       14     10      8
  17P GAIN WILD-TYPE     76     93     72
D29V9, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               14                 76
  CLUS_2               10                 93
  CLUS_3                8                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P GAIN MUTATED        6     13     10      3
  17P GAIN WILD-TYPE     19     99     76     47
D29V10, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                6                 19
  CLUS_2               13                 99
  CLUS_3               10                 76
  CLUS_4                3                 47

Clustering(30) Variable = 17Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       28     15     15
  17Q GAIN WILD-TYPE     82     65     87
D30V1, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               28                 82
  CLUS_2               15                 65
  CLUS_3               15                 87
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       19     23     16
  17Q GAIN WILD-TYPE     53     85     96
D30V2, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               19                 53
  CLUS_2               23                 85
  CLUS_3               16                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED        5     17      9      9
  17Q GAIN WILD-TYPE     43     40     18     29
D30V3, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                5                 43
  CLUS_2               17                 40
  CLUS_3                9                 18
  CLUS_4                9                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       23     12      5
  17Q GAIN WILD-TYPE     44     47     39
D30V4, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               23                 44
  CLUS_2               12                 47
  CLUS_3                5                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       18     14     26
  17Q GAIN WILD-TYPE     76     65     84
D30V5, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               18                 76
  CLUS_2               14                 65
  CLUS_3               26                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       13     31     14
  17Q GAIN WILD-TYPE     61     91     73
D30V6, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               13                 61
  CLUS_2               31                 91
  CLUS_3               14                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       14     29     14
  17Q GAIN WILD-TYPE     56     89     71
D30V7, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               14                 56
  CLUS_2               29                 89
  CLUS_3               14                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED        6      5     12     34
  17Q GAIN WILD-TYPE     23     23     60    110
D30V8, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                6                 23
  CLUS_2                5                 23
  CLUS_3               12                 60
  CLUS_4               34                110
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       20     27     10
  17Q GAIN WILD-TYPE     70     76     70
D30V9, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               20                 70
  CLUS_2               27                 76
  CLUS_3               10                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED        6     34     13      4
  17Q GAIN WILD-TYPE     19     78     73     46
D30V10, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                6                 19
  CLUS_2               34                 78
  CLUS_3               13                 73
  CLUS_4                4                 46

Clustering(31) Variable = 18P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       24     14      9
  18P GAIN WILD-TYPE     86     66     93
D31V1, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               24                 86
  CLUS_2               14                 66
  CLUS_3                9                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       14     17     16
  18P GAIN WILD-TYPE     58     91     96
D31V2, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               14                 58
  CLUS_2               17                 91
  CLUS_3               16                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED        9     12      2      7
  18P GAIN WILD-TYPE     39     45     25     31
D31V3, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                9                 39
  CLUS_2               12                 45
  CLUS_3                2                 25
  CLUS_4                7                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       14      7      9
  18P GAIN WILD-TYPE     53     52     35
D31V4, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               14                 53
  CLUS_2                7                 52
  CLUS_3                9                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       12     10     24
  18P GAIN WILD-TYPE     82     69     86
D31V5, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               12                 82
  CLUS_2               10                 69
  CLUS_3               24                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       11     18     17
  18P GAIN WILD-TYPE     63    104     70
D31V6, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               11                 63
  CLUS_2               18                104
  CLUS_3               17                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       12     21     12
  18P GAIN WILD-TYPE     58     97     73
D31V7, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               12                 58
  CLUS_2               21                 97
  CLUS_3               12                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED        6      4      9     26
  18P GAIN WILD-TYPE     23     24     63    118
D31V8, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                6                 23
  CLUS_2                4                 24
  CLUS_3                9                 63
  CLUS_4               26                118
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       17     19      9
  18P GAIN WILD-TYPE     73     84     71
D31V9, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               17                 73
  CLUS_2               19                 84
  CLUS_3                9                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED        5     19     11     10
  18P GAIN WILD-TYPE     20     93     75     40
D31V10, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                5                 20
  CLUS_2               19                 93
  CLUS_3               11                 75
  CLUS_4               10                 40

Clustering(32) Variable = 18Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       19     13      6
  18Q GAIN WILD-TYPE     91     67     96
D32V1, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               19                 91
  CLUS_2               13                 67
  CLUS_3                6                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       11     14     13
  18Q GAIN WILD-TYPE     61     94     99
D32V2, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               11                 61
  CLUS_2               14                 94
  CLUS_3               13                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        6     10      1      6
  18Q GAIN WILD-TYPE     42     47     26     32
D32V3, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                6                 42
  CLUS_2               10                 47
  CLUS_3                1                 26
  CLUS_4                6                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        9      7      7
  18Q GAIN WILD-TYPE     58     52     37
D32V4, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                9                 58
  CLUS_2                7                 52
  CLUS_3                7                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       13      8     17
  18Q GAIN WILD-TYPE     81     71     93
D32V5, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               13                 81
  CLUS_2                8                 71
  CLUS_3               17                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       11     15     12
  18Q GAIN WILD-TYPE     63    107     75
D32V6, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               11                 63
  CLUS_2               15                107
  CLUS_3               12                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        9     17     11
  18Q GAIN WILD-TYPE     61    101     74
D32V7, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                9                 61
  CLUS_2               17                101
  CLUS_3               11                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        4      3      8     22
  18Q GAIN WILD-TYPE     25     25     64    122
D32V8, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                4                 25
  CLUS_2                3                 25
  CLUS_3                8                 64
  CLUS_4               22                122
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       15     15      7
  18Q GAIN WILD-TYPE     75     88     73
D32V9, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               15                 75
  CLUS_2               15                 88
  CLUS_3                7                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        4     16     10      7
  18Q GAIN WILD-TYPE     21     96     76     43
D32V10, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                4                 21
  CLUS_2               16                 96
  CLUS_3               10                 76
  CLUS_4                7                 43

Clustering(33) Variable = 19P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       18     16      8
  19P GAIN WILD-TYPE     92     64     94
D33V1, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               18                 92
  CLUS_2               16                 64
  CLUS_3                8                 94
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       16     13     13
  19P GAIN WILD-TYPE     56     95     99
D33V2, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               16                 56
  CLUS_2               13                 95
  CLUS_3               13                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        9     13      3      3
  19P GAIN WILD-TYPE     39     44     24     35
D33V3, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                9                 39
  CLUS_2               13                 44
  CLUS_3                3                 24
  CLUS_4                3                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        9     12      7
  19P GAIN WILD-TYPE     58     47     37
D33V4, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                9                 58
  CLUS_2               12                 47
  CLUS_3                7                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       22      5     15
  19P GAIN WILD-TYPE     72     74     95
D33V5, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               22                 72
  CLUS_2                5                 74
  CLUS_3               15                 95
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       19     10     13
  19P GAIN WILD-TYPE     55    112     74
D33V6, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               19                 55
  CLUS_2               10                112
  CLUS_3               13                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       11     17     12
  19P GAIN WILD-TYPE     59    101     73
D33V7, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               11                 59
  CLUS_2               17                101
  CLUS_3               12                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        5      5     13     17
  19P GAIN WILD-TYPE     24     23     59    127
D33V8, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                5                 24
  CLUS_2                5                 23
  CLUS_3               13                 59
  CLUS_4               17                127
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       14     14     12
  19P GAIN WILD-TYPE     76     89     68
D33V9, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               14                 76
  CLUS_2               14                 89
  CLUS_3               12                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        5     15     14      6
  19P GAIN WILD-TYPE     20     97     72     44
D33V10, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                5                 20
  CLUS_2               15                 97
  CLUS_3               14                 72
  CLUS_4                6                 44

Clustering(34) Variable = 19Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       19     17      8
  19Q GAIN WILD-TYPE     91     63     94
D34V1, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               19                 91
  CLUS_2               17                 63
  CLUS_3                8                 94
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       18     11     15
  19Q GAIN WILD-TYPE     54     97     97
D34V2, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               18                 54
  CLUS_2               11                 97
  CLUS_3               15                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED       11     13      3      4
  19Q GAIN WILD-TYPE     37     44     24     34
D34V3, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               11                 37
  CLUS_2               13                 44
  CLUS_3                3                 24
  CLUS_4                4                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       12     11      8
  19Q GAIN WILD-TYPE     55     48     36
D34V4, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               12                 55
  CLUS_2               11                 48
  CLUS_3                8                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       25      5     14
  19Q GAIN WILD-TYPE     69     74     96
D34V5, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               25                 69
  CLUS_2                5                 74
  CLUS_3               14                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       20      9     15
  19Q GAIN WILD-TYPE     54    113     72
D34V6, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               20                 54
  CLUS_2                9                113
  CLUS_3               15                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       14     16     13
  19Q GAIN WILD-TYPE     56    102     72
D34V7, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               14                 56
  CLUS_2               16                102
  CLUS_3               13                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED        5      6     14     18
  19Q GAIN WILD-TYPE     24     22     58    126
D34V8, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                5                 24
  CLUS_2                6                 22
  CLUS_3               14                 58
  CLUS_4               18                126
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       16     13     14
  19Q GAIN WILD-TYPE     74     90     66
D34V9, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               16                 74
  CLUS_2               13                 90
  CLUS_3               14                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED        5     15     15      8
  19Q GAIN WILD-TYPE     20     97     71     42
D34V10, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                5                 20
  CLUS_2               15                 97
  CLUS_3               15                 71
  CLUS_4                8                 42

Clustering(35) Variable = 20P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       50     45     27
  20P GAIN WILD-TYPE     60     35     75
D35V1, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               50                 60
  CLUS_2               45                 35
  CLUS_3               27                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       40     42     40
  20P GAIN WILD-TYPE     32     66     72
D35V2, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               40                 32
  CLUS_2               42                 66
  CLUS_3               40                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED       18     25     12     13
  20P GAIN WILD-TYPE     30     32     15     25
D35V3, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               18                 30
  CLUS_2               25                 32
  CLUS_3               12                 15
  CLUS_4               13                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       28     23     17
  20P GAIN WILD-TYPE     39     36     27
D35V4, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               28                 39
  CLUS_2               23                 36
  CLUS_3               17                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       54     25     40
  20P GAIN WILD-TYPE     40     54     70
D35V5, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               54                 40
  CLUS_2               25                 54
  CLUS_3               40                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       42     43     34
  20P GAIN WILD-TYPE     32     79     53
D35V6, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               42                 32
  CLUS_2               43                 79
  CLUS_3               34                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       33     40     40
  20P GAIN WILD-TYPE     37     78     45
D35V7, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               33                 37
  CLUS_2               40                 78
  CLUS_3               40                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED       15     20     30     48
  20P GAIN WILD-TYPE     14      8     42     96
D35V8, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               15                 14
  CLUS_2               20                  8
  CLUS_3               30                 42
  CLUS_4               48                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       45     34     34
  20P GAIN WILD-TYPE     45     69     46
D35V9, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               45                 45
  CLUS_2               34                 69
  CLUS_3               34                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED       13     41     40     19
  20P GAIN WILD-TYPE     12     71     46     31
D35V10, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               13                 12
  CLUS_2               41                 71
  CLUS_3               40                 46
  CLUS_4               19                 31

Clustering(36) Variable = 20Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       63     49     33
  20Q GAIN WILD-TYPE     47     31     69
D36V1, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               63                 47
  CLUS_2               49                 31
  CLUS_3               33                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       45     50     50
  20Q GAIN WILD-TYPE     27     58     62
D36V2, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               45                 27
  CLUS_2               50                 58
  CLUS_3               50                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED       22     31     14     18
  20Q GAIN WILD-TYPE     26     26     13     20
D36V3, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               22                 26
  CLUS_2               31                 26
  CLUS_3               14                 13
  CLUS_4               18                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       35     28     22
  20Q GAIN WILD-TYPE     32     31     22
D36V4, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               35                 32
  CLUS_2               28                 31
  CLUS_3               22                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       59     32     51
  20Q GAIN WILD-TYPE     35     47     59
D36V5, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               59                 35
  CLUS_2               32                 47
  CLUS_3               51                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       44     56     42
  20Q GAIN WILD-TYPE     30     66     45
D36V6, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               44                 30
  CLUS_2               56                 66
  CLUS_3               42                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       38     55     43
  20Q GAIN WILD-TYPE     32     63     42
D36V7, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               38                 32
  CLUS_2               55                 63
  CLUS_3               43                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED       18     21     34     63
  20Q GAIN WILD-TYPE     11      7     38     81
D36V8, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               18                 11
  CLUS_2               21                  7
  CLUS_3               34                 38
  CLUS_4               63                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       53     46     37
  20Q GAIN WILD-TYPE     37     57     43
D36V9, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               53                 37
  CLUS_2               46                 57
  CLUS_3               37                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED       16     53     44     23
  20Q GAIN WILD-TYPE      9     59     42     27
D36V10, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               16                  9
  CLUS_2               53                 59
  CLUS_3               44                 42
  CLUS_4               23                 27

Clustering(37) Variable = 21Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       20     16     14
  21Q GAIN WILD-TYPE     90     64     88
D37V1, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               20                 90
  CLUS_2               16                 64
  CLUS_3               14                 88
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       17     19     14
  21Q GAIN WILD-TYPE     55     89     98
D37V2, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               17                 55
  CLUS_2               19                 89
  CLUS_3               14                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q GAIN MUTATED        9     10      3      6
  21Q GAIN WILD-TYPE     39     47     24     32
D37V3, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                9                 39
  CLUS_2               10                 47
  CLUS_3                3                 24
  CLUS_4                6                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       12      8      8
  21Q GAIN WILD-TYPE     55     51     36
D37V4, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               12                 55
  CLUS_2                8                 51
  CLUS_3                8                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       20     13     16
  21Q GAIN WILD-TYPE     74     66     94
D37V5, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               20                 74
  CLUS_2               13                 66
  CLUS_3               16                 94
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       15     20     14
  21Q GAIN WILD-TYPE     59    102     73
D37V6, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               15                 59
  CLUS_2               20                102
  CLUS_3               14                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       11     17     19
  21Q GAIN WILD-TYPE     59    101     66
D37V7, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               11                 59
  CLUS_2               17                101
  CLUS_3               19                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q GAIN MUTATED        6      8     10     23
  21Q GAIN WILD-TYPE     23     20     62    121
D37V8, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                6                 23
  CLUS_2                8                 20
  CLUS_3               10                 62
  CLUS_4               23                121
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       15     15     17
  21Q GAIN WILD-TYPE     75     88     63
D37V9, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               15                 75
  CLUS_2               15                 88
  CLUS_3               17                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q GAIN MUTATED        5     18     14     10
  21Q GAIN WILD-TYPE     20     94     72     40
D37V10, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                5                 20
  CLUS_2               18                 94
  CLUS_3               14                 72
  CLUS_4               10                 40

Clustering(38) Variable = 22Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       47     33     25
  22Q GAIN WILD-TYPE     63     47     77
D38V1, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               47                 63
  CLUS_2               33                 47
  CLUS_3               25                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       30     40     35
  22Q GAIN WILD-TYPE     42     68     77
D38V2, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               30                 42
  CLUS_2               40                 68
  CLUS_3               35                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED       18     20     10     12
  22Q GAIN WILD-TYPE     30     37     17     26
D38V3, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               18                 30
  CLUS_2               20                 37
  CLUS_3               10                 17
  CLUS_4               12                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       24     20     16
  22Q GAIN WILD-TYPE     43     39     28
D38V4, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               24                 43
  CLUS_2               20                 39
  CLUS_3               16                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       40     22     41
  22Q GAIN WILD-TYPE     54     57     69
D38V5, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               40                 54
  CLUS_2               22                 57
  CLUS_3               41                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       32     38     33
  22Q GAIN WILD-TYPE     42     84     54
D38V6, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               32                 42
  CLUS_2               38                 84
  CLUS_3               33                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       31     39     30
  22Q GAIN WILD-TYPE     39     79     55
D38V7, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               31                 39
  CLUS_2               39                 79
  CLUS_3               30                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED       11     14     23     52
  22Q GAIN WILD-TYPE     18     14     49     92
D38V8, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               11                 18
  CLUS_2               14                 14
  CLUS_3               23                 49
  CLUS_4               52                 92
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       37     34     29
  22Q GAIN WILD-TYPE     53     69     51
D38V9, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               37                 53
  CLUS_2               34                 69
  CLUS_3               29                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED       10     42     30     18
  22Q GAIN WILD-TYPE     15     70     56     32
D38V10, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               10                 15
  CLUS_2               42                 70
  CLUS_3               30                 56
  CLUS_4               18                 32

Clustering(39) Variable = XQ GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       18      5      7
  XQ GAIN WILD-TYPE     92     75     95
D39V1, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              18                92
  CLUS_2               5                75
  CLUS_3               7                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       13     11      6
  XQ GAIN WILD-TYPE     59     97    106
D39V2, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              13                59
  CLUS_2              11                97
  CLUS_3               6               106
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED        4      8      5      3
  XQ GAIN WILD-TYPE     44     49     22     35
D39V3, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               4                44
  CLUS_2               8                49
  CLUS_3               5                22
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        7      7      6
  XQ GAIN WILD-TYPE     60     52     38
D39V4, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               7                60
  CLUS_2               7                52
  CLUS_3               6                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       12      3     15
  XQ GAIN WILD-TYPE     82     76     95
D39V5, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              12                82
  CLUS_2               3                76
  CLUS_3              15                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        7      9     14
  XQ GAIN WILD-TYPE     67    113     73
D39V6, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               7                67
  CLUS_2               9               113
  CLUS_3              14                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        5     13     11
  XQ GAIN WILD-TYPE     65    105     74
D39V7, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               5                65
  CLUS_2              13               105
  CLUS_3              11                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED        1      5      7     16
  XQ GAIN WILD-TYPE     28     23     65    128
D39V8, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               1                28
  CLUS_2               5                23
  CLUS_3               7                65
  CLUS_4              16               128
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        8     12      9
  XQ GAIN WILD-TYPE     82     91     71
D39V9, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               8                82
  CLUS_2              12                91
  CLUS_3               9                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED        1     13      8      7
  XQ GAIN WILD-TYPE     24     99     78     43
D39V10, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               1                24
  CLUS_2              13                99
  CLUS_3               8                78
  CLUS_4               7                43

Clustering(40) Variable = 1P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       14     15      8
  1P LOSS WILD-TYPE     96     65     94
D40V1, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              14                96
  CLUS_2              15                65
  CLUS_3               8                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       16     11     10
  1P LOSS WILD-TYPE     56     97    102
D40V2, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              16                56
  CLUS_2              11                97
  CLUS_3              10               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        6      7      6      4
  1P LOSS WILD-TYPE     42     50     21     34
D40V3, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               6                42
  CLUS_2               7                50
  CLUS_3               6                21
  CLUS_4               4                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       15      5      3
  1P LOSS WILD-TYPE     52     54     41
D40V4, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              15                52
  CLUS_2               5                54
  CLUS_3               3                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       19      7     11
  1P LOSS WILD-TYPE     75     72     99
D40V5, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              19                75
  CLUS_2               7                72
  CLUS_3              11                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       14     13     10
  1P LOSS WILD-TYPE     60    109     77
D40V6, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              14                60
  CLUS_2              13               109
  CLUS_3              10                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        9     11     16
  1P LOSS WILD-TYPE     61    107     69
D40V7, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               9                61
  CLUS_2              11               107
  CLUS_3              16                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        5      8      8     15
  1P LOSS WILD-TYPE     24     20     64    129
D40V8, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               5                24
  CLUS_2               8                20
  CLUS_3               8                64
  CLUS_4              15               129
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED       12      9     15
  1P LOSS WILD-TYPE     78     94     65
D40V9, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1              12                78
  CLUS_2               9                94
  CLUS_3              15                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        4     11     13      8
  1P LOSS WILD-TYPE     21    101     73     42
D40V10, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               4                21
  CLUS_2              11               101
  CLUS_3              13                73
  CLUS_4               8                42

Clustering(41) Variable = 1Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        5     12      3
  1Q LOSS WILD-TYPE    105     68     99
D41V1, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               5               105
  CLUS_2              12                68
  CLUS_3               3                99
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        6     10      4
  1Q LOSS WILD-TYPE     66     98    108
D41V2, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               6                66
  CLUS_2              10                98
  CLUS_3               4               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED        3      3      2      2
  1Q LOSS WILD-TYPE     45     54     25     36
D41V3, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               3                45
  CLUS_2               3                54
  CLUS_3               2                25
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        6      3      1
  1Q LOSS WILD-TYPE     61     56     43
D41V4, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               6                61
  CLUS_2               3                56
  CLUS_3               1                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       11      3      6
  1Q LOSS WILD-TYPE     83     76    104
D41V5, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              11                83
  CLUS_2               3                76
  CLUS_3               6               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        7      9      4
  1Q LOSS WILD-TYPE     67    113     83
D41V6, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               7                67
  CLUS_2               9               113
  CLUS_3               4                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        7      4      8
  1Q LOSS WILD-TYPE     63    114     77
D41V7, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               7                63
  CLUS_2               4               114
  CLUS_3               8                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED        2      4      6      7
  1Q LOSS WILD-TYPE     27     24     66    137
D41V8, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               2                27
  CLUS_2               4                24
  CLUS_3               6                66
  CLUS_4               7               137
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        7      4      8
  1Q LOSS WILD-TYPE     83     99     72
D41V9, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               7                83
  CLUS_2               4                99
  CLUS_3               8                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED        1      5      9      4
  1Q LOSS WILD-TYPE     24    107     77     46
D41V10, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                24
  CLUS_2               5               107
  CLUS_3               9                77
  CLUS_4               4                46

Clustering(42) Variable = 2P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       21      7      9
  2P LOSS WILD-TYPE     89     73     93
D42V1, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              21                89
  CLUS_2               7                73
  CLUS_3               9                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       10     17     10
  2P LOSS WILD-TYPE     62     91    102
D42V2, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              10                62
  CLUS_2              17                91
  CLUS_3              10               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED        4     15      3      3
  2P LOSS WILD-TYPE     44     42     24     35
D42V3, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               4                44
  CLUS_2              15                42
  CLUS_3               3                24
  CLUS_4               3                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       17      7      1
  2P LOSS WILD-TYPE     50     52     43
D42V4, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              17                50
  CLUS_2               7                52
  CLUS_3               1                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        9     11     17
  2P LOSS WILD-TYPE     85     68     93
D42V5, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               9                85
  CLUS_2              11                68
  CLUS_3              17                93
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        5     17     15
  2P LOSS WILD-TYPE     69    105     72
D42V6, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               5                69
  CLUS_2              17               105
  CLUS_3              15                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        6     25      5
  2P LOSS WILD-TYPE     64     93     80
D42V7, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               6                64
  CLUS_2              25                93
  CLUS_3               5                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED        3      6      2     25
  2P LOSS WILD-TYPE     26     22     70    119
D42V8, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               3                26
  CLUS_2               6                22
  CLUS_3               2                70
  CLUS_4              25               119
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        9     22      5
  2P LOSS WILD-TYPE     81     81     75
D42V9, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               9                81
  CLUS_2              22                81
  CLUS_3               5                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED        2     20      5      9
  2P LOSS WILD-TYPE     23     92     81     41
D42V10, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               2                23
  CLUS_2              20                92
  CLUS_3               5                81
  CLUS_4               9                41

Clustering(43) Variable = 2Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       20      7     10
  2Q LOSS WILD-TYPE     90     73     92
D43V1, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              20                90
  CLUS_2               7                73
  CLUS_3              10                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       11     18      8
  2Q LOSS WILD-TYPE     61     90    104
D43V2, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              11                61
  CLUS_2              18                90
  CLUS_3               8               104
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED        4     16      4      2
  2Q LOSS WILD-TYPE     44     41     23     36
D43V3, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               4                44
  CLUS_2              16                41
  CLUS_3               4                23
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       18      7      1
  2Q LOSS WILD-TYPE     49     52     43
D43V4, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              18                49
  CLUS_2               7                52
  CLUS_3               1                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        8     10     19
  2Q LOSS WILD-TYPE     86     69     91
D43V5, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               8                86
  CLUS_2              10                69
  CLUS_3              19                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        6     14     17
  2Q LOSS WILD-TYPE     68    108     70
D43V6, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               6                68
  CLUS_2              14               108
  CLUS_3              17                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        7     26      4
  2Q LOSS WILD-TYPE     63     92     81
D43V7, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               7                63
  CLUS_2              26                92
  CLUS_3               4                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED        3      5      2     27
  2Q LOSS WILD-TYPE     26     23     70    117
D43V8, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               3                26
  CLUS_2               5                23
  CLUS_3               2                70
  CLUS_4              27               117
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       10     22      5
  2Q LOSS WILD-TYPE     80     81     75
D43V9, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              10                80
  CLUS_2              22                81
  CLUS_3               5                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED        2     21      5      9
  2Q LOSS WILD-TYPE     23     91     81     41
D43V10, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               2                23
  CLUS_2              21                91
  CLUS_3               5                81
  CLUS_4               9                41

Clustering(44) Variable = 3P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       17     14     15
  3P LOSS WILD-TYPE     93     66     87
D44V1, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              17                93
  CLUS_2              14                66
  CLUS_3              15                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       11     20     15
  3P LOSS WILD-TYPE     61     88     97
D44V2, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              11                61
  CLUS_2              20                88
  CLUS_3              15                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED        5     12      4      8
  3P LOSS WILD-TYPE     43     45     23     30
D44V3, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               5                43
  CLUS_2              12                45
  CLUS_3               4                23
  CLUS_4               8                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       11     12      6
  3P LOSS WILD-TYPE     56     47     38
D44V4, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              11                56
  CLUS_2              12                47
  CLUS_3               6                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       21      9     15
  3P LOSS WILD-TYPE     73     70     95
D44V5, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              21                73
  CLUS_2               9                70
  CLUS_3              15                95
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       17     14     14
  3P LOSS WILD-TYPE     57    108     73
D44V6, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              17                57
  CLUS_2              14               108
  CLUS_3              14                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        8     18     18
  3P LOSS WILD-TYPE     62    100     67
D44V7, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               8                62
  CLUS_2              18               100
  CLUS_3              18                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED        2      7     12     23
  3P LOSS WILD-TYPE     27     21     60    121
D44V8, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               2                27
  CLUS_2               7                21
  CLUS_3              12                60
  CLUS_4              23               121
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       10     15     19
  3P LOSS WILD-TYPE     80     88     61
D44V9, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              10                80
  CLUS_2              15                88
  CLUS_3              19                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED        2     13     14     15
  3P LOSS WILD-TYPE     23     99     72     35
D44V10, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               2                23
  CLUS_2              13                99
  CLUS_3              14                72
  CLUS_4              15                35

Clustering(45) Variable = 3Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       15     10     10
  3Q LOSS WILD-TYPE     95     70     92
D45V1, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              15                95
  CLUS_2              10                70
  CLUS_3              10                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        9     17      9
  3Q LOSS WILD-TYPE     63     91    103
D45V2, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               9                63
  CLUS_2              17                91
  CLUS_3               9               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED        4     10      2      7
  3Q LOSS WILD-TYPE     44     47     25     31
D45V3, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               4                44
  CLUS_2              10                47
  CLUS_3               2                25
  CLUS_4               7                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       10      9      4
  3Q LOSS WILD-TYPE     57     50     40
D45V4, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              10                57
  CLUS_2               9                50
  CLUS_3               4                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       14      7     13
  3Q LOSS WILD-TYPE     80     72     97
D45V5, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              14                80
  CLUS_2               7                72
  CLUS_3              13                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED       11     12     11
  3Q LOSS WILD-TYPE     63    110     76
D45V6, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1              11                63
  CLUS_2              12               110
  CLUS_3              11                76
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        7     14     13
  3Q LOSS WILD-TYPE     63    104     72
D45V7, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               7                63
  CLUS_2              14               104
  CLUS_3              13                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED        2      6      8     18
  3Q LOSS WILD-TYPE     27     22     64    126
D45V8, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               2                27
  CLUS_2               6                22
  CLUS_3               8                64
  CLUS_4              18               126
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        8     13     13
  3Q LOSS WILD-TYPE     82     90     67
D45V9, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               8                82
  CLUS_2              13                90
  CLUS_3              13                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED        2     11     10     11
  3Q LOSS WILD-TYPE     23    101     76     39
D45V10, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               2                23
  CLUS_2              11               101
  CLUS_3              10                76
  CLUS_4              11                39

Clustering(46) Variable = 4P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       21     19     22
  4P LOSS WILD-TYPE     89     61     80
D46V1, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              21                89
  CLUS_2              19                61
  CLUS_3              22                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       19     19     24
  4P LOSS WILD-TYPE     53     89     88
D46V2, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              19                53
  CLUS_2              19                89
  CLUS_3              24                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED       15     13      5      6
  4P LOSS WILD-TYPE     33     44     22     32
D46V3, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              15                33
  CLUS_2              13                44
  CLUS_3               5                22
  CLUS_4               6                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       16     15      8
  4P LOSS WILD-TYPE     51     44     36
D46V4, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              16                51
  CLUS_2              15                44
  CLUS_3               8                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       24     14     23
  4P LOSS WILD-TYPE     70     65     87
D46V5, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              24                70
  CLUS_2              14                65
  CLUS_3              23                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       22     21     18
  4P LOSS WILD-TYPE     52    101     69
D46V6, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              22                52
  CLUS_2              21               101
  CLUS_3              18                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       17     19     22
  4P LOSS WILD-TYPE     53     99     63
D46V7, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              17                53
  CLUS_2              19                99
  CLUS_3              22                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED        8      4     23     23
  4P LOSS WILD-TYPE     21     24     49    121
D46V8, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               8                21
  CLUS_2               4                24
  CLUS_3              23                49
  CLUS_4              23               121
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       24     15     19
  4P LOSS WILD-TYPE     66     88     61
D46V9, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              24                66
  CLUS_2              15                88
  CLUS_3              19                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED        6     18     25      9
  4P LOSS WILD-TYPE     19     94     61     41
D46V10, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               6                19
  CLUS_2              18                94
  CLUS_3              25                61
  CLUS_4               9                41

Clustering(47) Variable = 4Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       20     20     24
  4Q LOSS WILD-TYPE     90     60     78
D47V1, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              20                90
  CLUS_2              20                60
  CLUS_3              24                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       19     17     28
  4Q LOSS WILD-TYPE     53     91     84
D47V2, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              19                53
  CLUS_2              17                91
  CLUS_3              28                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED       14     14      5      6
  4Q LOSS WILD-TYPE     34     43     22     32
D47V3, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              14                34
  CLUS_2              14                43
  CLUS_3               5                22
  CLUS_4               6                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       17     15      7
  4Q LOSS WILD-TYPE     50     44     37
D47V4, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              17                50
  CLUS_2              15                44
  CLUS_3               7                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       28     16     19
  4Q LOSS WILD-TYPE     66     63     91
D47V5, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              28                66
  CLUS_2              16                63
  CLUS_3              19                91
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       26     24     13
  4Q LOSS WILD-TYPE     48     98     74
D47V6, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              26                48
  CLUS_2              24                98
  CLUS_3              13                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       22     17     21
  4Q LOSS WILD-TYPE     48    101     64
D47V7, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              22                48
  CLUS_2              17               101
  CLUS_3              21                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED        9      3     25     23
  4Q LOSS WILD-TYPE     20     25     47    121
D47V8, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               9                20
  CLUS_2               3                25
  CLUS_3              25                47
  CLUS_4              23               121
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       27     14     19
  4Q LOSS WILD-TYPE     63     89     61
D47V9, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              27                63
  CLUS_2              14                89
  CLUS_3              19                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED        7     18     28      7
  4Q LOSS WILD-TYPE     18     94     58     43
D47V10, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               7                18
  CLUS_2              18                94
  CLUS_3              28                58
  CLUS_4               7                43

Clustering(48) Variable = 5P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       26     15     25
  5P LOSS WILD-TYPE     84     65     77
D48V1, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              26                84
  CLUS_2              15                65
  CLUS_3              25                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       13     29     24
  5P LOSS WILD-TYPE     59     79     88
D48V2, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              13                59
  CLUS_2              29                79
  CLUS_3              24                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED       12     11      7      8
  5P LOSS WILD-TYPE     36     46     20     30
D48V3, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              12                36
  CLUS_2              11                46
  CLUS_3               7                20
  CLUS_4               8                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       16     13      9
  5P LOSS WILD-TYPE     51     46     35
D48V4, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              16                51
  CLUS_2              13                46
  CLUS_3               9                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       19     19     26
  5P LOSS WILD-TYPE     75     60     84
D48V5, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              19                75
  CLUS_2              19                60
  CLUS_3              26                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       16     28     20
  5P LOSS WILD-TYPE     58     94     67
D48V6, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              16                58
  CLUS_2              28                94
  CLUS_3              20                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       13     29     19
  5P LOSS WILD-TYPE     57     89     66
D48V7, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              13                57
  CLUS_2              29                89
  CLUS_3              19                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED        5      7     13     36
  5P LOSS WILD-TYPE     24     21     59    108
D48V8, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               5                24
  CLUS_2               7                21
  CLUS_3              13                59
  CLUS_4              36               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       18     25     18
  5P LOSS WILD-TYPE     72     78     62
D48V9, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              18                72
  CLUS_2              25                78
  CLUS_3              18                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED        5     27     17     12
  5P LOSS WILD-TYPE     20     85     69     38
D48V10, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               5                20
  CLUS_2              27                85
  CLUS_3              17                69
  CLUS_4              12                38

Clustering(49) Variable = 5Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       31     24     28
  5Q LOSS WILD-TYPE     79     56     74
D49V1, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              31                79
  CLUS_2              24                56
  CLUS_3              28                74
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       14     38     31
  5Q LOSS WILD-TYPE     58     70     81
D49V2, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              14                58
  CLUS_2              38                70
  CLUS_3              31                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED       10     15     10      9
  5Q LOSS WILD-TYPE     38     42     17     29
D49V3, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              10                38
  CLUS_2              15                42
  CLUS_3              10                17
  CLUS_4               9                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       19     16      9
  5Q LOSS WILD-TYPE     48     43     35
D49V4, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              19                48
  CLUS_2              16                43
  CLUS_3               9                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       27     21     33
  5Q LOSS WILD-TYPE     67     58     77
D49V5, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              27                67
  CLUS_2              21                58
  CLUS_3              33                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       24     31     26
  5Q LOSS WILD-TYPE     50     91     61
D49V6, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              24                50
  CLUS_2              31                91
  CLUS_3              26                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       18     34     25
  5Q LOSS WILD-TYPE     52     84     60
D49V7, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              18                52
  CLUS_2              34                84
  CLUS_3              25                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED        9     11     18     39
  5Q LOSS WILD-TYPE     20     17     54    105
D49V8, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               9                20
  CLUS_2              11                17
  CLUS_3              18                54
  CLUS_4              39               105
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       26     31     20
  5Q LOSS WILD-TYPE     64     72     60
D49V9, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              26                64
  CLUS_2              31                72
  CLUS_3              20                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED        8     29     22     18
  5Q LOSS WILD-TYPE     17     83     64     32
D49V10, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               8                17
  CLUS_2              29                83
  CLUS_3              22                64
  CLUS_4              18                32

Clustering(50) Variable = 6P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       17     25     14
  6P LOSS WILD-TYPE     93     55     88
D50V1, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              17                93
  CLUS_2              25                55
  CLUS_3              14                88
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       15     23     18
  6P LOSS WILD-TYPE     57     85     94
D50V2, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              15                57
  CLUS_2              23                85
  CLUS_3              18                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED        9     11      6      6
  6P LOSS WILD-TYPE     39     46     21     32
D50V3, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               9                39
  CLUS_2              11                46
  CLUS_3               6                21
  CLUS_4               6                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       10     12     10
  6P LOSS WILD-TYPE     57     47     34
D50V4, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              10                57
  CLUS_2              12                47
  CLUS_3              10                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       27      9     18
  6P LOSS WILD-TYPE     67     70     92
D50V5, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              27                67
  CLUS_2               9                70
  CLUS_3              18                92
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       23     14     17
  6P LOSS WILD-TYPE     51    108     70
D50V6, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              23                51
  CLUS_2              14               108
  CLUS_3              17                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       13     17     22
  6P LOSS WILD-TYPE     57    101     63
D50V7, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              13                57
  CLUS_2              17               101
  CLUS_3              22                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED        5      5     20     22
  6P LOSS WILD-TYPE     24     23     52    122
D50V8, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               5                24
  CLUS_2               5                23
  CLUS_3              20                52
  CLUS_4              22               122
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       14     15     23
  6P LOSS WILD-TYPE     76     88     57
D50V9, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              14                76
  CLUS_2              15                88
  CLUS_3              23                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED        5     14     25      8
  6P LOSS WILD-TYPE     20     98     61     42
D50V10, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               5                20
  CLUS_2              14                98
  CLUS_3              25                61
  CLUS_4               8                42

Clustering(51) Variable = 6Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       59     51     35
  6Q LOSS WILD-TYPE     51     29     67
D51V1, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              59                51
  CLUS_2              51                29
  CLUS_3              35                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       35     62     48
  6Q LOSS WILD-TYPE     37     46     64
D51V2, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              35                37
  CLUS_2              62                46
  CLUS_3              48                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED       21     28     13     19
  6Q LOSS WILD-TYPE     27     29     14     19
D51V3, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              21                27
  CLUS_2              28                29
  CLUS_3              13                14
  CLUS_4              19                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       28     31     22
  6Q LOSS WILD-TYPE     39     28     22
D51V4, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              28                39
  CLUS_2              31                28
  CLUS_3              22                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       58     30     50
  6Q LOSS WILD-TYPE     36     49     60
D51V5, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              58                36
  CLUS_2              30                49
  CLUS_3              50                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       44     50     44
  6Q LOSS WILD-TYPE     30     72     43
D51V6, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              44                30
  CLUS_2              50                72
  CLUS_3              44                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       39     59     38
  6Q LOSS WILD-TYPE     31     59     47
D51V7, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              39                31
  CLUS_2              59                59
  CLUS_3              38                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED       17     15     33     71
  6Q LOSS WILD-TYPE     12     13     39     73
D51V8, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              17                12
  CLUS_2              15                13
  CLUS_3              33                39
  CLUS_4              71                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       47     48     41
  6Q LOSS WILD-TYPE     43     55     39
D51V9, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              47                43
  CLUS_2              48                55
  CLUS_3              41                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED       16     50     43     27
  6Q LOSS WILD-TYPE      9     62     43     23
D51V10, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              16                 9
  CLUS_2              50                62
  CLUS_3              43                43
  CLUS_4              27                23

Clustering(52) Variable = 7P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        5      4      5
  7P LOSS WILD-TYPE    105     76     97
D52V1, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               5               105
  CLUS_2               4                76
  CLUS_3               5                97
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        7      5      2
  7P LOSS WILD-TYPE     65    103    110
D52V2, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               7                65
  CLUS_2               5               103
  CLUS_3               2               110
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P LOSS MUTATED        0      6      2      2
  7P LOSS WILD-TYPE     48     51     25     36
D52V3, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               0                48
  CLUS_2               6                51
  CLUS_3               2                25
  CLUS_4               2                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        6      4      0
  7P LOSS WILD-TYPE     61     55     44
D52V4, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               6                61
  CLUS_2               4                55
  CLUS_3               0                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        5      2      7
  7P LOSS WILD-TYPE     89     77    103
D52V5, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               5                89
  CLUS_2               2                77
  CLUS_3               7               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        5      6      3
  7P LOSS WILD-TYPE     69    116     84
D52V6, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               5                69
  CLUS_2               6               116
  CLUS_3               3                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        5      7      2
  7P LOSS WILD-TYPE     65    111     83
D52V7, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               5                65
  CLUS_2               7               111
  CLUS_3               2                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P LOSS MUTATED        3      0      3      8
  7P LOSS WILD-TYPE     26     28     69    136
D52V8, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               3                26
  CLUS_2               0                28
  CLUS_3               3                69
  CLUS_4               8               136
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        6      6      2
  7P LOSS WILD-TYPE     84     97     78
D52V9, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               6                84
  CLUS_2               6                97
  CLUS_3               2                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P LOSS MUTATED        2      7      3      2
  7P LOSS WILD-TYPE     23    105     83     48
D52V10, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               2                23
  CLUS_2               7               105
  CLUS_3               3                83
  CLUS_4               2                48

Clustering(53) Variable = 7Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        8      2      4
  7Q LOSS WILD-TYPE    102     78     98
D53V1, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               8               102
  CLUS_2               2                78
  CLUS_3               4                98
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        9      3      2
  7Q LOSS WILD-TYPE     63    105    110
D53V2, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               9                63
  CLUS_2               3               105
  CLUS_3               2               110
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q LOSS MUTATED        1      5      0      1
  7Q LOSS WILD-TYPE     47     52     27     37
D53V3, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               1                47
  CLUS_2               5                52
  CLUS_3               0                27
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        3      3      1
  7Q LOSS WILD-TYPE     64     56     43
D53V4, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               3                64
  CLUS_2               3                56
  CLUS_3               1                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        3      2      9
  7Q LOSS WILD-TYPE     91     77    101
D53V5, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               3                91
  CLUS_2               2                77
  CLUS_3               9               101
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        2      5      7
  7Q LOSS WILD-TYPE     72    117     80
D53V6, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               2                72
  CLUS_2               5               117
  CLUS_3               7                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        2      9      3
  7Q LOSS WILD-TYPE     68    109     82
D53V7, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               2                68
  CLUS_2               9               109
  CLUS_3               3                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q LOSS MUTATED        1      0      3     10
  7Q LOSS WILD-TYPE     28     28     69    134
D53V8, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               1                28
  CLUS_2               0                28
  CLUS_3               3                69
  CLUS_4              10               134
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        3      8      3
  7Q LOSS WILD-TYPE     87     95     77
D53V9, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               3                87
  CLUS_2               8                95
  CLUS_3               3                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q LOSS MUTATED        1      8      3      2
  7Q LOSS WILD-TYPE     24    104     83     48
D53V10, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               1                24
  CLUS_2               8               104
  CLUS_3               3                83
  CLUS_4               2                48

Clustering(54) Variable = 8P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       25     10     18
  8P LOSS WILD-TYPE     85     70     84
D54V1, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              25                85
  CLUS_2              10                70
  CLUS_3              18                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       13     22     18
  8P LOSS WILD-TYPE     59     86     94
D54V2, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              13                59
  CLUS_2              22                86
  CLUS_3              18                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED        7     17      7      4
  8P LOSS WILD-TYPE     41     40     20     34
D54V3, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               7                41
  CLUS_2              17                40
  CLUS_3               7                20
  CLUS_4               4                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       16     14      5
  8P LOSS WILD-TYPE     51     45     39
D54V4, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              16                51
  CLUS_2              14                45
  CLUS_3               5                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       18     10     23
  8P LOSS WILD-TYPE     76     69     87
D54V5, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              18                76
  CLUS_2              10                69
  CLUS_3              23                87
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       14     22     15
  8P LOSS WILD-TYPE     60    100     72
D54V6, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              14                60
  CLUS_2              22               100
  CLUS_3              15                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       11     26     13
  8P LOSS WILD-TYPE     59     92     72
D54V7, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              11                59
  CLUS_2              26                92
  CLUS_3              13                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED        3      6      9     32
  8P LOSS WILD-TYPE     26     22     63    112
D54V8, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               3                26
  CLUS_2               6                22
  CLUS_3               9                63
  CLUS_4              32               112
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       15     24     11
  8P LOSS WILD-TYPE     75     79     69
D54V9, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              15                75
  CLUS_2              24                79
  CLUS_3              11                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED        3     24     14      9
  8P LOSS WILD-TYPE     22     88     72     41
D54V10, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               3                22
  CLUS_2              24                88
  CLUS_3              14                72
  CLUS_4               9                41

Clustering(55) Variable = 8Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        7      6      8
  8Q LOSS WILD-TYPE    103     74     94
D55V1, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               7               103
  CLUS_2               6                74
  CLUS_3               8                94
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        5     12      4
  8Q LOSS WILD-TYPE     67     96    108
D55V2, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               5                67
  CLUS_2              12                96
  CLUS_3               4               108
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        5      8      2      1
  8Q LOSS WILD-TYPE     43     49     25     37
D55V3, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               5                43
  CLUS_2               8                49
  CLUS_3               2                25
  CLUS_4               1                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        7      8      1
  8Q LOSS WILD-TYPE     60     51     43
D55V4, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               7                60
  CLUS_2               8                51
  CLUS_3               1                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        9      4      8
  8Q LOSS WILD-TYPE     85     75    102
D55V5, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               9                85
  CLUS_2               4                75
  CLUS_3               8               102
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        7      8      6
  8Q LOSS WILD-TYPE     67    114     81
D55V6, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               7                67
  CLUS_2               8               114
  CLUS_3               6                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        6     11      4
  8Q LOSS WILD-TYPE     64    107     81
D55V7, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               6                64
  CLUS_2              11               107
  CLUS_3               4                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        1      1      7     12
  8Q LOSS WILD-TYPE     28     27     65    132
D55V8, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               1                28
  CLUS_2               1                27
  CLUS_3               7                65
  CLUS_4              12               132
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        9      9      3
  8Q LOSS WILD-TYPE     81     94     77
D55V9, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               9                81
  CLUS_2               9                94
  CLUS_3               3                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        1     12      8      0
  8Q LOSS WILD-TYPE     24    100     78     50
D55V10, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               1                24
  CLUS_2              12               100
  CLUS_3               8                78
  CLUS_4               0                50

Clustering(56) Variable = 9P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       74     69     50
  9P LOSS WILD-TYPE     36     11     52
D56V1, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              74                36
  CLUS_2              69                11
  CLUS_3              50                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       48     80     65
  9P LOSS WILD-TYPE     24     28     47
D56V2, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              48                24
  CLUS_2              80                28
  CLUS_3              65                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED       28     36     19     28
  9P LOSS WILD-TYPE     20     21      8     10
D56V3, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              28                20
  CLUS_2              36                21
  CLUS_3              19                 8
  CLUS_4              28                10
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       46     37     28
  9P LOSS WILD-TYPE     21     22     16
D56V4, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              46                21
  CLUS_2              37                22
  CLUS_3              28                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       72     45     71
  9P LOSS WILD-TYPE     22     34     39
D56V5, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              72                22
  CLUS_2              45                34
  CLUS_3              71                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       56     72     60
  9P LOSS WILD-TYPE     18     50     27
D56V6, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              56                18
  CLUS_2              72                50
  CLUS_3              60                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       48     79     52
  9P LOSS WILD-TYPE     22     39     33
D56V7, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              48                22
  CLUS_2              79                39
  CLUS_3              52                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED       17     22     40    100
  9P LOSS WILD-TYPE     12      6     32     44
D56V8, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              17                12
  CLUS_2              22                 6
  CLUS_3              40                32
  CLUS_4             100                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       57     70     52
  9P LOSS WILD-TYPE     33     33     28
D56V9, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              57                33
  CLUS_2              70                33
  CLUS_3              52                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED       16     75     52     36
  9P LOSS WILD-TYPE      9     37     34     14
D56V10, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              16                 9
  CLUS_2              75                37
  CLUS_3              52                34
  CLUS_4              36                14

Clustering(57) Variable = 9Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       55     48     47
  9Q LOSS WILD-TYPE     55     32     55
D57V1, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              55                55
  CLUS_2              48                32
  CLUS_3              47                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       34     65     51
  9Q LOSS WILD-TYPE     38     43     61
D57V2, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              34                38
  CLUS_2              65                43
  CLUS_3              51                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED       23     31     13     19
  9Q LOSS WILD-TYPE     25     26     14     19
D57V3, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              23                25
  CLUS_2              31                26
  CLUS_3              13                14
  CLUS_4              19                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       40     29     17
  9Q LOSS WILD-TYPE     27     30     27
D57V4, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              40                27
  CLUS_2              29                30
  CLUS_3              17                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       55     43     48
  9Q LOSS WILD-TYPE     39     36     62
D57V5, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              55                39
  CLUS_2              43                36
  CLUS_3              48                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       42     60     44
  9Q LOSS WILD-TYPE     32     62     43
D57V6, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              42                32
  CLUS_2              60                62
  CLUS_3              44                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       40     59     41
  9Q LOSS WILD-TYPE     30     59     44
D57V7, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              40                30
  CLUS_2              59                59
  CLUS_3              41                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED       15     16     32     77
  9Q LOSS WILD-TYPE     14     12     40     67
D57V8, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              15                14
  CLUS_2              16                12
  CLUS_3              32                40
  CLUS_4              77                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       43     56     41
  9Q LOSS WILD-TYPE     47     47     39
D57V9, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              43                47
  CLUS_2              56                47
  CLUS_3              41                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED       14     55     41     30
  9Q LOSS WILD-TYPE     11     57     45     20
D57V10, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              14                11
  CLUS_2              55                57
  CLUS_3              41                45
  CLUS_4              30                20

Clustering(58) Variable = 10P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       62     64     38
  10P LOSS WILD-TYPE     48     16     64
D58V1, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               62                 48
  CLUS_2               64                 16
  CLUS_3               38                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       47     64     53
  10P LOSS WILD-TYPE     25     44     59
D58V2, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               47                 25
  CLUS_2               64                 44
  CLUS_3               53                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED       24     32     16     22
  10P LOSS WILD-TYPE     24     25     11     16
D58V3, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               24                 24
  CLUS_2               32                 25
  CLUS_3               16                 11
  CLUS_4               22                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       41     32     21
  10P LOSS WILD-TYPE     26     27     23
D58V4, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               41                 26
  CLUS_2               32                 27
  CLUS_3               21                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       70     35     54
  10P LOSS WILD-TYPE     24     44     56
D58V5, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               70                 24
  CLUS_2               35                 44
  CLUS_3               54                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       55     58     46
  10P LOSS WILD-TYPE     19     64     41
D58V6, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               55                 19
  CLUS_2               58                 64
  CLUS_3               46                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       36     67     52
  10P LOSS WILD-TYPE     34     51     33
D58V7, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               36                 34
  CLUS_2               67                 51
  CLUS_3               52                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED       14     23     40     78
  10P LOSS WILD-TYPE     15      5     32     66
D58V8, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               14                 15
  CLUS_2               23                  5
  CLUS_3               40                 32
  CLUS_4               78                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       49     56     50
  10P LOSS WILD-TYPE     41     47     30
D58V9, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               49                 41
  CLUS_2               56                 47
  CLUS_3               50                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED       14     57     51     33
  10P LOSS WILD-TYPE     11     55     35     17
D58V10, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               14                 11
  CLUS_2               57                 55
  CLUS_3               51                 35
  CLUS_4               33                 17

Clustering(59) Variable = 10Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       67     70     44
  10Q LOSS WILD-TYPE     43     10     58
D59V1, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               67                 43
  CLUS_2               70                 10
  CLUS_3               44                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       49     72     60
  10Q LOSS WILD-TYPE     23     36     52
D59V2, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               49                 23
  CLUS_2               72                 36
  CLUS_3               60                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED       27     33     17     24
  10Q LOSS WILD-TYPE     21     24     10     14
D59V3, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               27                 21
  CLUS_2               33                 24
  CLUS_3               17                 10
  CLUS_4               24                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       45     35     21
  10Q LOSS WILD-TYPE     22     24     23
D59V4, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               45                 22
  CLUS_2               35                 24
  CLUS_3               21                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       77     41     57
  10Q LOSS WILD-TYPE     17     38     53
D59V5, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               77                 17
  CLUS_2               41                 38
  CLUS_3               57                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       62     65     48
  10Q LOSS WILD-TYPE     12     57     39
D59V6, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               62                 12
  CLUS_2               65                 57
  CLUS_3               48                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       42     73     55
  10Q LOSS WILD-TYPE     28     45     30
D59V7, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               42                 28
  CLUS_2               73                 45
  CLUS_3               55                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED       17     23     42     88
  10Q LOSS WILD-TYPE     12      5     30     56
D59V8, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               17                 12
  CLUS_2               23                  5
  CLUS_3               42                 30
  CLUS_4               88                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       54     63     53
  10Q LOSS WILD-TYPE     36     40     27
D59V9, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               54                 36
  CLUS_2               63                 40
  CLUS_3               53                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED       15     65     56     34
  10Q LOSS WILD-TYPE     10     47     30     16
D59V10, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               15                 10
  CLUS_2               65                 47
  CLUS_3               56                 30
  CLUS_4               34                 16

Clustering(60) Variable = 11P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       47     29     26
  11P LOSS WILD-TYPE     63     51     76
D60V1, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               47                 63
  CLUS_2               29                 51
  CLUS_3               26                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       28     44     30
  11P LOSS WILD-TYPE     44     64     82
D60V2, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               28                 44
  CLUS_2               44                 64
  CLUS_3               30                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED       13     23     11     13
  11P LOSS WILD-TYPE     35     34     16     25
D60V3, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               13                 35
  CLUS_2               23                 34
  CLUS_3               11                 16
  CLUS_4               13                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       29     18     13
  11P LOSS WILD-TYPE     38     41     31
D60V4, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               29                 38
  CLUS_2               18                 41
  CLUS_3               13                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       38     21     40
  11P LOSS WILD-TYPE     56     58     70
D60V5, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               38                 56
  CLUS_2               21                 58
  CLUS_3               40                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       31     39     29
  11P LOSS WILD-TYPE     43     83     58
D60V6, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               31                 43
  CLUS_2               39                 83
  CLUS_3               29                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       26     43     27
  11P LOSS WILD-TYPE     44     75     58
D60V7, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               26                 44
  CLUS_2               43                 75
  CLUS_3               27                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED       11     14     19     52
  11P LOSS WILD-TYPE     18     14     53     92
D60V8, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               11                 18
  CLUS_2               14                 14
  CLUS_3               19                 53
  CLUS_4               52                 92
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       34     39     23
  11P LOSS WILD-TYPE     56     64     57
D60V9, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               34                 56
  CLUS_2               39                 64
  CLUS_3               23                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED       11     40     25     20
  11P LOSS WILD-TYPE     14     72     61     30
D60V10, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               11                 14
  CLUS_2               40                 72
  CLUS_3               25                 61
  CLUS_4               20                 30

Clustering(61) Variable = 11Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       58     32     26
  11Q LOSS WILD-TYPE     52     48     76
D61V1, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               58                 52
  CLUS_2               32                 48
  CLUS_3               26                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       33     45     38
  11Q LOSS WILD-TYPE     39     63     74
D61V2, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               33                 39
  CLUS_2               45                 63
  CLUS_3               38                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED       19     24     12     15
  11Q LOSS WILD-TYPE     29     33     15     23
D61V3, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               19                 29
  CLUS_2               24                 33
  CLUS_3               12                 15
  CLUS_4               15                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       31     22     17
  11Q LOSS WILD-TYPE     36     37     27
D61V4, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               31                 36
  CLUS_2               22                 37
  CLUS_3               17                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       38     24     50
  11Q LOSS WILD-TYPE     56     55     60
D61V5, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               38                 56
  CLUS_2               24                 55
  CLUS_3               50                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       32     44     36
  11Q LOSS WILD-TYPE     42     78     51
D61V6, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               32                 42
  CLUS_2               44                 78
  CLUS_3               36                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       29     47     34
  11Q LOSS WILD-TYPE     41     71     51
D61V7, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               29                 41
  CLUS_2               47                 71
  CLUS_3               34                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED       13     15     23     59
  11Q LOSS WILD-TYPE     16     13     49     85
D61V8, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               13                 16
  CLUS_2               15                 13
  CLUS_3               23                 49
  CLUS_4               59                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       35     44     31
  11Q LOSS WILD-TYPE     55     59     49
D61V9, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               35                 55
  CLUS_2               44                 59
  CLUS_3               31                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED       13     44     30     23
  11Q LOSS WILD-TYPE     12     68     56     27
D61V10, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               13                 12
  CLUS_2               44                 68
  CLUS_3               30                 56
  CLUS_4               23                 27

Clustering(62) Variable = 12P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       19     15     11
  12P LOSS WILD-TYPE     91     65     91
D62V1, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               19                 91
  CLUS_2               15                 65
  CLUS_3               11                 91
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       11     23     11
  12P LOSS WILD-TYPE     61     85    101
D62V2, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               11                 61
  CLUS_2               23                 85
  CLUS_3               11                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED        8      9      2      5
  12P LOSS WILD-TYPE     40     48     25     33
D62V3, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                8                 40
  CLUS_2                9                 48
  CLUS_3                2                 25
  CLUS_4                5                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        7     11      6
  12P LOSS WILD-TYPE     60     48     38
D62V4, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                7                 60
  CLUS_2               11                 48
  CLUS_3                6                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       20     12     11
  12P LOSS WILD-TYPE     74     67     99
D62V5, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               20                 74
  CLUS_2               12                 67
  CLUS_3               11                 99
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       12     16     15
  12P LOSS WILD-TYPE     62    106     72
D62V6, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               12                 62
  CLUS_2               16                106
  CLUS_3               15                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       10     18     11
  12P LOSS WILD-TYPE     60    100     74
D62V7, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               10                 60
  CLUS_2               18                100
  CLUS_3               11                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED        3      5      8     23
  12P LOSS WILD-TYPE     26     23     64    121
D62V8, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                3                 26
  CLUS_2                5                 23
  CLUS_3                8                 64
  CLUS_4               23                121
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       13     12     14
  12P LOSS WILD-TYPE     77     91     66
D62V9, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               13                 77
  CLUS_2               12                 91
  CLUS_3               14                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED        3     14     12     10
  12P LOSS WILD-TYPE     22     98     74     40
D62V10, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                3                 22
  CLUS_2               14                 98
  CLUS_3               12                 74
  CLUS_4               10                 40

Clustering(63) Variable = 12Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       24     15     12
  12Q LOSS WILD-TYPE     86     65     90
D63V1, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               24                 86
  CLUS_2               15                 65
  CLUS_3               12                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       14     25     12
  12Q LOSS WILD-TYPE     58     83    100
D63V2, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               14                 58
  CLUS_2               25                 83
  CLUS_3               12                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        7     11      4      8
  12Q LOSS WILD-TYPE     41     46     23     30
D63V3, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                7                 41
  CLUS_2               11                 46
  CLUS_3                4                 23
  CLUS_4                8                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       11     13      6
  12Q LOSS WILD-TYPE     56     46     38
D63V4, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               11                 56
  CLUS_2               13                 46
  CLUS_3                6                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       22     14     13
  12Q LOSS WILD-TYPE     72     65     97
D63V5, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               22                 72
  CLUS_2               14                 65
  CLUS_3               13                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       14     17     18
  12Q LOSS WILD-TYPE     60    105     69
D63V6, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               14                 60
  CLUS_2               17                105
  CLUS_3               18                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       13     21     12
  12Q LOSS WILD-TYPE     57     97     73
D63V7, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               13                 57
  CLUS_2               21                 97
  CLUS_3               12                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        3      5      9     29
  12Q LOSS WILD-TYPE     26     23     63    115
D63V8, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                3                 26
  CLUS_2                5                 23
  CLUS_3                9                 63
  CLUS_4               29                115
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       16     16     14
  12Q LOSS WILD-TYPE     74     87     66
D63V9, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               16                 74
  CLUS_2               16                 87
  CLUS_3               14                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        3     20     13     10
  12Q LOSS WILD-TYPE     22     92     73     40
D63V10, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                3                 22
  CLUS_2               20                 92
  CLUS_3               13                 73
  CLUS_4               10                 40

Clustering(64) Variable = 13Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       21     24     18
  13Q LOSS WILD-TYPE     89     56     84
D64V1, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               21                 89
  CLUS_2               24                 56
  CLUS_3               18                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        7     23     33
  13Q LOSS WILD-TYPE     65     85     79
D64V2, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                7                 65
  CLUS_2               23                 85
  CLUS_3               33                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED       12      7      6     13
  13Q LOSS WILD-TYPE     36     50     21     25
D64V3, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               12                 36
  CLUS_2                7                 50
  CLUS_3                6                 21
  CLUS_4               13                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       16     11     11
  13Q LOSS WILD-TYPE     51     48     33
D64V4, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               16                 51
  CLUS_2               11                 48
  CLUS_3               11                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       21     20     21
  13Q LOSS WILD-TYPE     73     59     89
D64V5, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               21                 73
  CLUS_2               20                 59
  CLUS_3               21                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       18     33     11
  13Q LOSS WILD-TYPE     56     89     76
D64V6, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               18                 56
  CLUS_2               33                 89
  CLUS_3               11                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       13     28     19
  13Q LOSS WILD-TYPE     57     90     66
D64V7, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               13                 57
  CLUS_2               28                 90
  CLUS_3               19                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED        3      5     18     34
  13Q LOSS WILD-TYPE     26     23     54    110
D64V8, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                3                 26
  CLUS_2                5                 23
  CLUS_3               18                 54
  CLUS_4               34                110
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       19     23     18
  13Q LOSS WILD-TYPE     71     80     62
D64V9, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               19                 71
  CLUS_2               23                 80
  CLUS_3               18                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED        2     24     21     13
  13Q LOSS WILD-TYPE     23     88     65     37
D64V10, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                2                 23
  CLUS_2               24                 88
  CLUS_3               21                 65
  CLUS_4               13                 37

Clustering(65) Variable = 14Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       33     41     18
  14Q LOSS WILD-TYPE     77     39     84
D65V1, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               33                 77
  CLUS_2               41                 39
  CLUS_3               18                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       25     34     33
  14Q LOSS WILD-TYPE     47     74     79
D65V2, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               25                 47
  CLUS_2               34                 74
  CLUS_3               33                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED       12     22     10     10
  14Q LOSS WILD-TYPE     36     35     17     28
D65V3, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               12                 36
  CLUS_2               22                 35
  CLUS_3               10                 17
  CLUS_4               10                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       20     21     13
  14Q LOSS WILD-TYPE     47     38     31
D65V4, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               20                 47
  CLUS_2               21                 38
  CLUS_3               13                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       39     27     23
  14Q LOSS WILD-TYPE     55     52     87
D65V5, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               39                 55
  CLUS_2               27                 52
  CLUS_3               23                 87
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       30     33     26
  14Q LOSS WILD-TYPE     44     89     61
D65V6, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               30                 44
  CLUS_2               33                 89
  CLUS_3               26                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       23     31     28
  14Q LOSS WILD-TYPE     47     87     57
D65V7, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               23                 47
  CLUS_2               31                 87
  CLUS_3               28                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED        9      9     22     42
  14Q LOSS WILD-TYPE     20     19     50    102
D65V8, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                9                 20
  CLUS_2                9                 19
  CLUS_3               22                 50
  CLUS_4               42                102
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       32     25     25
  14Q LOSS WILD-TYPE     58     78     55
D65V9, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               32                 58
  CLUS_2               25                 78
  CLUS_3               25                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED        8     29     29     16
  14Q LOSS WILD-TYPE     17     83     57     34
D65V10, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                8                 17
  CLUS_2               29                 83
  CLUS_3               29                 57
  CLUS_4               16                 34

Clustering(66) Variable = 15Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       30      3      9
  15Q LOSS WILD-TYPE     80     77     93
D66V1, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               30                 80
  CLUS_2                3                 77
  CLUS_3                9                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       13     18     11
  15Q LOSS WILD-TYPE     59     90    101
D66V2, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               13                 59
  CLUS_2               18                 90
  CLUS_3               11                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED        8     12      1      3
  15Q LOSS WILD-TYPE     40     45     26     35
D66V3, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                8                 40
  CLUS_2               12                 45
  CLUS_3                1                 26
  CLUS_4                3                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        7     13      4
  15Q LOSS WILD-TYPE     60     46     40
D66V4, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                7                 60
  CLUS_2               13                 46
  CLUS_3                4                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       17     11     13
  15Q LOSS WILD-TYPE     77     68     97
D66V5, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               17                 77
  CLUS_2               11                 68
  CLUS_3               13                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       16     13     12
  15Q LOSS WILD-TYPE     58    109     75
D66V6, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               16                 58
  CLUS_2               13                109
  CLUS_3               12                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       10     16     14
  15Q LOSS WILD-TYPE     60    102     71
D66V7, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               10                 60
  CLUS_2               16                102
  CLUS_3               14                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED        3      7     12     18
  15Q LOSS WILD-TYPE     26     21     60    126
D66V8, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                3                 26
  CLUS_2                7                 21
  CLUS_3               12                 60
  CLUS_4               18                126
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       15     13     12
  15Q LOSS WILD-TYPE     75     90     68
D66V9, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               15                 75
  CLUS_2               13                 90
  CLUS_3               12                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED        3     11     14     12
  15Q LOSS WILD-TYPE     22    101     72     38
D66V10, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                3                 22
  CLUS_2               11                101
  CLUS_3               14                 72
  CLUS_4               12                 38

Clustering(67) Variable = 16P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       24     18     16
  16P LOSS WILD-TYPE     86     62     86
D67V1, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               24                 86
  CLUS_2               18                 62
  CLUS_3               16                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       17     25     16
  16P LOSS WILD-TYPE     55     83     96
D67V2, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               17                 55
  CLUS_2               25                 83
  CLUS_3               16                 96
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED        8     16      1     10
  16P LOSS WILD-TYPE     40     41     26     28
D67V3, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                8                 40
  CLUS_2               16                 41
  CLUS_3                1                 26
  CLUS_4               10                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       12     16      7
  16P LOSS WILD-TYPE     55     43     37
D67V4, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               12                 55
  CLUS_2               16                 43
  CLUS_3                7                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       15     10     31
  16P LOSS WILD-TYPE     79     69     79
D67V5, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               15                 79
  CLUS_2               10                 69
  CLUS_3               31                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       13     24     19
  16P LOSS WILD-TYPE     61     98     68
D67V6, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               13                 61
  CLUS_2               24                 98
  CLUS_3               19                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       13     30     12
  16P LOSS WILD-TYPE     57     88     73
D67V7, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               13                 57
  CLUS_2               30                 88
  CLUS_3               12                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED        4      3     12     36
  16P LOSS WILD-TYPE     25     25     60    108
D67V8, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                4                 25
  CLUS_2                3                 25
  CLUS_3               12                 60
  CLUS_4               36                108
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       19     25     11
  16P LOSS WILD-TYPE     71     78     69
D67V9, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               19                 71
  CLUS_2               25                 78
  CLUS_3               11                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED        4     29     14      8
  16P LOSS WILD-TYPE     21     83     72     42
D67V10, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                4                 21
  CLUS_2               29                 83
  CLUS_3               14                 72
  CLUS_4                8                 42

Clustering(68) Variable = 16Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       33     26     27
  16Q LOSS WILD-TYPE     77     54     75
D68V1, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               33                 77
  CLUS_2               26                 54
  CLUS_3               27                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       22     36     28
  16Q LOSS WILD-TYPE     50     72     84
D68V2, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               22                 50
  CLUS_2               36                 72
  CLUS_3               28                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED       11     24      3     16
  16Q LOSS WILD-TYPE     37     33     24     22
D68V3, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               11                 37
  CLUS_2               24                 33
  CLUS_3                3                 24
  CLUS_4               16                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       21     22     11
  16Q LOSS WILD-TYPE     46     37     33
D68V4, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               21                 46
  CLUS_2               22                 37
  CLUS_3               11                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       19     21     44
  16Q LOSS WILD-TYPE     75     58     66
D68V5, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               19                 75
  CLUS_2               21                 58
  CLUS_3               44                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       16     37     31
  16Q LOSS WILD-TYPE     58     85     56
D68V6, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               16                 58
  CLUS_2               37                 85
  CLUS_3               31                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       18     44     20
  16Q LOSS WILD-TYPE     52     74     65
D68V7, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               18                 52
  CLUS_2               44                 74
  CLUS_3               20                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED        7      5     16     54
  16Q LOSS WILD-TYPE     22     23     56     90
D68V8, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                7                 22
  CLUS_2                5                 23
  CLUS_3               16                 56
  CLUS_4               54                 90
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       27     37     18
  16Q LOSS WILD-TYPE     63     66     62
D68V9, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               27                 63
  CLUS_2               37                 66
  CLUS_3               18                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED        6     43     18     15
  16Q LOSS WILD-TYPE     19     69     68     35
D68V10, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                6                 19
  CLUS_2               43                 69
  CLUS_3               18                 68
  CLUS_4               15                 35

Clustering(69) Variable = 17P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       37     24     37
  17P LOSS WILD-TYPE     73     56     65
D69V1, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               37                 73
  CLUS_2               24                 56
  CLUS_3               37                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       19     39     40
  17P LOSS WILD-TYPE     53     69     72
D69V2, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               19                 53
  CLUS_2               39                 69
  CLUS_3               40                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED       19     21     10     18
  17P LOSS WILD-TYPE     29     36     17     20
D69V3, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               19                 29
  CLUS_2               21                 36
  CLUS_3               10                 17
  CLUS_4               18                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       24     22     22
  17P LOSS WILD-TYPE     43     37     22
D69V4, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               24                 43
  CLUS_2               22                 37
  CLUS_3               22                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       26     27     43
  17P LOSS WILD-TYPE     68     52     67
D69V5, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               26                 68
  CLUS_2               27                 52
  CLUS_3               43                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       20     46     30
  17P LOSS WILD-TYPE     54     76     57
D69V6, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               20                 54
  CLUS_2               46                 76
  CLUS_3               30                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       22     40     30
  17P LOSS WILD-TYPE     48     78     55
D69V7, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               22                 48
  CLUS_2               40                 78
  CLUS_3               30                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED        6      9     24     53
  17P LOSS WILD-TYPE     23     19     48     91
D69V8, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                6                 23
  CLUS_2                9                 19
  CLUS_3               24                 48
  CLUS_4               53                 91
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       26     39     27
  17P LOSS WILD-TYPE     64     64     53
D69V9, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               26                 64
  CLUS_2               39                 64
  CLUS_3               27                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED        6     40     27     19
  17P LOSS WILD-TYPE     19     72     59     31
D69V10, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                6                 19
  CLUS_2               40                 72
  CLUS_3               27                 59
  CLUS_4               19                 31

Clustering(70) Variable = 17Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       13     18     16
  17Q LOSS WILD-TYPE     97     62     86
D70V1, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               13                 97
  CLUS_2               18                 62
  CLUS_3               16                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       10     18     19
  17Q LOSS WILD-TYPE     62     90     93
D70V2, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               10                 62
  CLUS_2               18                 90
  CLUS_3               19                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED       10      6      5     10
  17Q LOSS WILD-TYPE     38     51     22     28
D70V3, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               10                 38
  CLUS_2                6                 51
  CLUS_3                5                 22
  CLUS_4               10                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       11      9     11
  17Q LOSS WILD-TYPE     56     50     33
D70V4, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               11                 56
  CLUS_2                9                 50
  CLUS_3               11                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       16     12     19
  17Q LOSS WILD-TYPE     78     67     91
D70V5, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               16                 78
  CLUS_2               12                 67
  CLUS_3               19                 91
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       13     18     16
  17Q LOSS WILD-TYPE     61    104     71
D70V6, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               13                 61
  CLUS_2               18                104
  CLUS_3               16                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       10     17     18
  17Q LOSS WILD-TYPE     60    101     67
D70V7, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               10                 60
  CLUS_2               17                101
  CLUS_3               18                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED        3      5     14     23
  17Q LOSS WILD-TYPE     26     23     58    121
D70V8, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                3                 26
  CLUS_2                5                 23
  CLUS_3               14                 58
  CLUS_4               23                121
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       13     17     15
  17Q LOSS WILD-TYPE     77     86     65
D70V9, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               13                 77
  CLUS_2               17                 86
  CLUS_3               15                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED        3     16     16     10
  17Q LOSS WILD-TYPE     22     96     70     40
D70V10, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                3                 22
  CLUS_2               16                 96
  CLUS_3               16                 70
  CLUS_4               10                 40

Clustering(71) Variable = 18P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       28     29     27
  18P LOSS WILD-TYPE     82     51     75
D71V1, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               28                 82
  CLUS_2               29                 51
  CLUS_3               27                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       21     34     29
  18P LOSS WILD-TYPE     51     74     83
D71V2, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               21                 51
  CLUS_2               34                 74
  CLUS_3               29                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED       14     12     10     11
  18P LOSS WILD-TYPE     34     45     17     27
D71V3, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               14                 34
  CLUS_2               12                 45
  CLUS_3               10                 17
  CLUS_4               11                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       17     17     13
  18P LOSS WILD-TYPE     50     42     31
D71V4, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               17                 50
  CLUS_2               17                 42
  CLUS_3               13                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       38     20     24
  18P LOSS WILD-TYPE     56     59     86
D71V5, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               38                 56
  CLUS_2               20                 59
  CLUS_3               24                 86
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       27     31     24
  18P LOSS WILD-TYPE     47     91     63
D71V6, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               27                 47
  CLUS_2               31                 91
  CLUS_3               24                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       20     35     24
  18P LOSS WILD-TYPE     50     83     61
D71V7, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               20                 50
  CLUS_2               35                 83
  CLUS_3               24                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED        6     11     20     42
  18P LOSS WILD-TYPE     23     17     52    102
D71V8, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                6                 23
  CLUS_2               11                 17
  CLUS_3               20                 52
  CLUS_4               42                102
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       30     27     22
  18P LOSS WILD-TYPE     60     76     58
D71V9, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               30                 60
  CLUS_2               27                 76
  CLUS_3               22                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED        5     32     28     14
  18P LOSS WILD-TYPE     20     80     58     36
D71V10, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                5                 20
  CLUS_2               32                 80
  CLUS_3               28                 58
  CLUS_4               14                 36

Clustering(72) Variable = 18Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       27     25     27
  18Q LOSS WILD-TYPE     83     55     75
D72V1, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               27                 83
  CLUS_2               25                 55
  CLUS_3               27                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       19     32     28
  18Q LOSS WILD-TYPE     53     76     84
D72V2, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               19                 53
  CLUS_2               32                 76
  CLUS_3               28                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED       13     12     10     10
  18Q LOSS WILD-TYPE     35     45     17     28
D72V3, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               13                 35
  CLUS_2               12                 45
  CLUS_3               10                 17
  CLUS_4               10                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       18     14     13
  18Q LOSS WILD-TYPE     49     45     31
D72V4, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               18                 49
  CLUS_2               14                 45
  CLUS_3               13                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       30     21     27
  18Q LOSS WILD-TYPE     64     58     83
D72V5, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               30                 64
  CLUS_2               21                 58
  CLUS_3               27                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       23     31     24
  18Q LOSS WILD-TYPE     51     91     63
D72V6, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               23                 51
  CLUS_2               31                 91
  CLUS_3               24                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       18     31     26
  18Q LOSS WILD-TYPE     52     87     59
D72V7, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               18                 52
  CLUS_2               31                 87
  CLUS_3               26                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED        6     12     19     38
  18Q LOSS WILD-TYPE     23     16     53    106
D72V8, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                6                 23
  CLUS_2               12                 16
  CLUS_3               19                 53
  CLUS_4               38                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       25     27     23
  18Q LOSS WILD-TYPE     65     76     57
D72V9, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               25                 65
  CLUS_2               27                 76
  CLUS_3               23                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED        5     31     27     12
  18Q LOSS WILD-TYPE     20     81     59     38
D72V10, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                5                 20
  CLUS_2               31                 81
  CLUS_3               27                 59
  CLUS_4               12                 38

Clustering(73) Variable = 19P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       27     21     13
  19P LOSS WILD-TYPE     83     59     89
D73V1, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               27                 83
  CLUS_2               21                 59
  CLUS_3               13                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       19     24     18
  19P LOSS WILD-TYPE     53     84     94
D73V2, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               19                 53
  CLUS_2               24                 84
  CLUS_3               18                 94
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED        8     11      7      8
  19P LOSS WILD-TYPE     40     46     20     30
D73V3, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                8                 40
  CLUS_2               11                 46
  CLUS_3                7                 20
  CLUS_4                8                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       20      9      5
  19P LOSS WILD-TYPE     47     50     39
D73V4, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               20                 47
  CLUS_2                9                 50
  CLUS_3                5                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       15     13     31
  19P LOSS WILD-TYPE     79     66     79
D73V5, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               15                 79
  CLUS_2               13                 66
  CLUS_3               31                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       12     27     20
  19P LOSS WILD-TYPE     62     95     67
D73V6, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               12                 62
  CLUS_2               27                 95
  CLUS_3               20                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       18     25     14
  19P LOSS WILD-TYPE     52     93     71
D73V7, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               18                 52
  CLUS_2               25                 93
  CLUS_3               14                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED        6      5     12     34
  19P LOSS WILD-TYPE     23     23     60    110
D73V8, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                6                 23
  CLUS_2                5                 23
  CLUS_3               12                 60
  CLUS_4               34                110
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       23     23     11
  19P LOSS WILD-TYPE     67     80     69
D73V9, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               23                 67
  CLUS_2               23                 80
  CLUS_3               11                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED        5     27     13     12
  19P LOSS WILD-TYPE     20     85     73     38
D73V10, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                5                 20
  CLUS_2               27                 85
  CLUS_3               13                 73
  CLUS_4               12                 38

Clustering(74) Variable = 19Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       26     19     13
  19Q LOSS WILD-TYPE     84     61     89
D74V1, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               26                 84
  CLUS_2               19                 61
  CLUS_3               13                 89
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       18     25     15
  19Q LOSS WILD-TYPE     54     83     97
D74V2, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               18                 54
  CLUS_2               25                 83
  CLUS_3               15                 97
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED        8     12      5      8
  19Q LOSS WILD-TYPE     40     45     22     30
D74V3, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                8                 40
  CLUS_2               12                 45
  CLUS_3                5                 22
  CLUS_4                8                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       18     12      3
  19Q LOSS WILD-TYPE     49     47     41
D74V4, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               18                 49
  CLUS_2               12                 47
  CLUS_3                3                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       15     12     29
  19Q LOSS WILD-TYPE     79     67     81
D74V5, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               15                 79
  CLUS_2               12                 67
  CLUS_3               29                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       13     23     20
  19Q LOSS WILD-TYPE     61     99     67
D74V6, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               13                 61
  CLUS_2               23                 99
  CLUS_3               20                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       16     23     14
  19Q LOSS WILD-TYPE     54     95     71
D74V7, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               16                 54
  CLUS_2               23                 95
  CLUS_3               14                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED        5      5     11     32
  19Q LOSS WILD-TYPE     24     23     61    112
D74V8, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                5                 24
  CLUS_2                5                 23
  CLUS_3               11                 61
  CLUS_4               32                112
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       21     20     12
  19Q LOSS WILD-TYPE     69     83     68
D74V9, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               21                 69
  CLUS_2               20                 83
  CLUS_3               12                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED        4     25     12     12
  19Q LOSS WILD-TYPE     21     87     74     38
D74V10, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                4                 21
  CLUS_2               25                 87
  CLUS_3               12                 74
  CLUS_4               12                 38

Clustering(75) Variable = 20P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        8      6      4
  20P LOSS WILD-TYPE    102     74     98
D75V1, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                8                102
  CLUS_2                6                 74
  CLUS_3                4                 98
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        5      7      6
  20P LOSS WILD-TYPE     67    101    106
D75V2, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                5                 67
  CLUS_2                7                101
  CLUS_3                6                106
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        5      1      2      2
  20P LOSS WILD-TYPE     43     56     25     36
D75V3, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                5                 43
  CLUS_2                1                 56
  CLUS_3                2                 25
  CLUS_4                2                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        2      3      5
  20P LOSS WILD-TYPE     65     56     39
D75V4, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                2                 65
  CLUS_2                3                 56
  CLUS_3                5                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        6      4      6
  20P LOSS WILD-TYPE     88     75    104
D75V5, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                6                 88
  CLUS_2                4                 75
  CLUS_3                6                104
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        3      7      6
  20P LOSS WILD-TYPE     71    115     81
D75V6, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                3                 71
  CLUS_2                7                115
  CLUS_3                6                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        1     10      5
  20P LOSS WILD-TYPE     69    108     80
D75V7, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                1                 69
  CLUS_2               10                108
  CLUS_3                5                 80
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        0      0      5     11
  20P LOSS WILD-TYPE     29     28     67    133
D75V8, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                0                 29
  CLUS_2                0                 28
  CLUS_3                5                 67
  CLUS_4               11                133
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        2      7      7
  20P LOSS WILD-TYPE     88     96     73
D75V9, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                2                 88
  CLUS_2                7                 96
  CLUS_3                7                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        0      5      5      6
  20P LOSS WILD-TYPE     25    107     81     44
D75V10, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                0                 25
  CLUS_2                5                107
  CLUS_3                5                 81
  CLUS_4                6                 44

Clustering(76) Variable = 20Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        5      1      1
  20Q LOSS WILD-TYPE    105     79    101
D76V1, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                5                105
  CLUS_2                1                 79
  CLUS_3                1                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        2      4      1
  20Q LOSS WILD-TYPE     70    104    111
D76V2, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                2                 70
  CLUS_2                4                104
  CLUS_3                1                111
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q LOSS MUTATED        1      0      1      0
  20Q LOSS WILD-TYPE     47     57     26     38
D76V3, multiclass
[1] "Remove cluster labels:" "20Q LOSS MUTATED"      
clus
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                 2                168 
        TCGA-D3-A1Q1         TCGA-D3-A1Q4         TCGA-D3-A1Q5 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A1Q6         TCGA-D3-A1Q7         TCGA-D3-A1Q8 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A1Q9         TCGA-D3-A1QA         TCGA-D3-A1QB 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A2J6         TCGA-D3-A2J8         TCGA-D3-A2JC 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A2JD         TCGA-D3-A2JN         TCGA-D3-A2JO 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A2JP         TCGA-D3-A3C1         TCGA-D3-A3C3 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A3CB         TCGA-D3-A3CE         TCGA-D3-A3ML 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A3MO         TCGA-D3-A3MR         TCGA-D3-A3MV 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D9-A148         TCGA-D9-A149         TCGA-D9-A1JW 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D9-A1JX         TCGA-D9-A3Z1         TCGA-DA-A1HV 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-DA-A1HW         TCGA-DA-A1HY         TCGA-DA-A1I0 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-DA-A1I2         TCGA-DA-A1I4         TCGA-DA-A1I5 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-DA-A1I8         TCGA-DA-A1IA         TCGA-DA-A1IB 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-DA-A1IC         TCGA-DA-A3F2         TCGA-DA-A3F3 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-DA-A3F5         TCGA-DA-A3F8         TCGA-EE-A17X 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A180         TCGA-EE-A181         TCGA-EE-A182 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A184         TCGA-EE-A185         TCGA-EE-A20C 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A20F         TCGA-EE-A29B         TCGA-EE-A29C 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A29E         TCGA-EE-A29H         TCGA-EE-A29L 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A29M         TCGA-EE-A29N         TCGA-EE-A29P 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A29R         TCGA-EE-A29S         TCGA-EE-A29T 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A29V         TCGA-EE-A29W         TCGA-EE-A2A0 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2A2         TCGA-EE-A2A6         TCGA-EE-A2GC 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2GH         TCGA-EE-A2GI         TCGA-EE-A2GK 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2GL         TCGA-EE-A2GP         TCGA-EE-A2GR 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2GS         TCGA-EE-A2GT         TCGA-EE-A2GU 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2M5         TCGA-EE-A2M6         TCGA-EE-A2M8 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2MC         TCGA-EE-A2MD         TCGA-EE-A2MI 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2MJ         TCGA-EE-A2MK         TCGA-EE-A2ML 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2MM         TCGA-EE-A2MN         TCGA-EE-A2MP 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2MR         TCGA-EE-A2MS         TCGA-EE-A2MT 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2MU         TCGA-EE-A3AA         TCGA-EE-A3AB 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A3AC         TCGA-EE-A3AD         TCGA-EE-A3AE 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A3AF         TCGA-EE-A3AG         TCGA-EE-A3J3 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A3J7         TCGA-EE-A3JA         TCGA-EE-A3JD 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A3JE         TCGA-EE-A3JH         TCGA-ER-A193 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A195         TCGA-ER-A197         TCGA-ER-A198 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A199         TCGA-ER-A19A         TCGA-ER-A19B 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A19D         TCGA-ER-A19E         TCGA-ER-A19F 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A19G         TCGA-ER-A19H         TCGA-ER-A19J 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A19L         TCGA-ER-A19M         TCGA-ER-A19N 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A19O         TCGA-ER-A19P         TCGA-ER-A19Q 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A19S         TCGA-ER-A19W         TCGA-ER-A1A1 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A2NC         TCGA-ER-A2ND         TCGA-ER-A2NE 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A2NF         TCGA-ER-A2NG         TCGA-ER-A2NH 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A3ES         TCGA-ER-A3ET         TCGA-ER-A3PL 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FR-A3YN         TCGA-FR-A3YO         TCGA-FS-A1YW 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FS-A1Z0         TCGA-FS-A1Z3         TCGA-FS-A1Z4 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FS-A1ZA         TCGA-FS-A1ZC         TCGA-FS-A1ZD 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FS-A1ZG         TCGA-FS-A1ZH         TCGA-FS-A1ZJ 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FS-A1ZK         TCGA-FS-A1ZM         TCGA-FS-A1ZP 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FS-A1ZQ         TCGA-FS-A1ZT         TCGA-FS-A1ZU 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FW-A3I3         TCGA-FW-A3TV         TCGA-GF-A3OT 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-GN-A261         TCGA-GN-A262         TCGA-GN-A264 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-GN-A265         TCGA-GN-A266         TCGA-GN-A267 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-GN-A268         TCGA-GN-A26A         TCGA-GN-A26D 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        1      0      1
  20Q LOSS WILD-TYPE     66     59     43
D76V4, multiclass
[1] "Remove cluster labels:" "20Q LOSS MUTATED"      
clus
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                 2                168 
        TCGA-D3-A1Q1         TCGA-D3-A1Q4         TCGA-D3-A1Q5 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A1Q6         TCGA-D3-A1Q7         TCGA-D3-A1Q8 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A1Q9         TCGA-D3-A1QA         TCGA-D3-A1QB 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A2J6         TCGA-D3-A2J8         TCGA-D3-A2JC 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A2JD         TCGA-D3-A2JN         TCGA-D3-A2JO 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A2JP         TCGA-D3-A3C1         TCGA-D3-A3C3 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A3CB         TCGA-D3-A3CE         TCGA-D3-A3ML 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D3-A3MO         TCGA-D3-A3MR         TCGA-D3-A3MV 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D9-A148         TCGA-D9-A149         TCGA-D9-A1JW 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-D9-A1JX         TCGA-D9-A3Z1         TCGA-DA-A1HV 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-DA-A1HW         TCGA-DA-A1HY         TCGA-DA-A1I0 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-DA-A1I2         TCGA-DA-A1I4         TCGA-DA-A1I5 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-DA-A1I8         TCGA-DA-A1IA         TCGA-DA-A1IB 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-DA-A1IC         TCGA-DA-A3F2         TCGA-DA-A3F3 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-DA-A3F5         TCGA-DA-A3F8         TCGA-EE-A17X 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A180         TCGA-EE-A181         TCGA-EE-A182 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A184         TCGA-EE-A185         TCGA-EE-A20C 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A20F         TCGA-EE-A29B         TCGA-EE-A29C 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A29E         TCGA-EE-A29H         TCGA-EE-A29L 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A29M         TCGA-EE-A29N         TCGA-EE-A29P 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A29R         TCGA-EE-A29S         TCGA-EE-A29T 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A29V         TCGA-EE-A29W         TCGA-EE-A2A0 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2A2         TCGA-EE-A2A6         TCGA-EE-A2GC 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2GH         TCGA-EE-A2GI         TCGA-EE-A2GK 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2GL         TCGA-EE-A2GP         TCGA-EE-A2GR 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2GS         TCGA-EE-A2GT         TCGA-EE-A2GU 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2M5         TCGA-EE-A2M6         TCGA-EE-A2M8 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2MC         TCGA-EE-A2MD         TCGA-EE-A2MI 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2MJ         TCGA-EE-A2MK         TCGA-EE-A2ML 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2MM         TCGA-EE-A2MN         TCGA-EE-A2MP 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2MR         TCGA-EE-A2MS         TCGA-EE-A2MT 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A2MU         TCGA-EE-A3AA         TCGA-EE-A3AB 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A3AC         TCGA-EE-A3AD         TCGA-EE-A3AE 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A3AF         TCGA-EE-A3AG         TCGA-EE-A3J3 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A3J7         TCGA-EE-A3JA         TCGA-EE-A3JD 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-EE-A3JE         TCGA-EE-A3JH         TCGA-ER-A193 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A195         TCGA-ER-A197         TCGA-ER-A198 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A199         TCGA-ER-A19A         TCGA-ER-A19B 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A19D         TCGA-ER-A19E         TCGA-ER-A19F 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A19G         TCGA-ER-A19H         TCGA-ER-A19J 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A19L         TCGA-ER-A19M         TCGA-ER-A19N 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A19O         TCGA-ER-A19P         TCGA-ER-A19Q 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A19S         TCGA-ER-A19W         TCGA-ER-A1A1 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A2NC         TCGA-ER-A2ND         TCGA-ER-A2NE 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A2NF         TCGA-ER-A2NG         TCGA-ER-A2NH 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-ER-A3ES         TCGA-ER-A3ET         TCGA-ER-A3PL 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FR-A3YN         TCGA-FR-A3YO         TCGA-FS-A1YW 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FS-A1Z0         TCGA-FS-A1Z3         TCGA-FS-A1Z4 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FS-A1ZA         TCGA-FS-A1ZC         TCGA-FS-A1ZD 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FS-A1ZG         TCGA-FS-A1ZH         TCGA-FS-A1ZJ 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FS-A1ZK         TCGA-FS-A1ZM         TCGA-FS-A1ZP 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FS-A1ZQ         TCGA-FS-A1ZT         TCGA-FS-A1ZU 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-FW-A3I3         TCGA-FW-A3TV         TCGA-GF-A3OT 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-GN-A261         TCGA-GN-A262         TCGA-GN-A264 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-GN-A265         TCGA-GN-A266         TCGA-GN-A267 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
        TCGA-GN-A268         TCGA-GN-A26A         TCGA-GN-A26D 
"20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" "20Q LOSS WILD-TYPE" 
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        1      1      3
  20Q LOSS WILD-TYPE     93     78    107
D76V5, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                1                 93
  CLUS_2                1                 78
  CLUS_3                3                107
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        0      1      4
  20Q LOSS WILD-TYPE     74    121     83
D76V6, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                 74
  CLUS_2                1                121
  CLUS_3                4                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        0      3      2
  20Q LOSS WILD-TYPE     70    115     83
D76V7, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                 70
  CLUS_2                3                115
  CLUS_3                2                 83
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q LOSS MUTATED        0      0      1      4
  20Q LOSS WILD-TYPE     29     28     71    140
D76V8, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                 29
  CLUS_2                0                 28
  CLUS_3                1                 71
  CLUS_4                4                140
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        0      3      2
  20Q LOSS WILD-TYPE     90    100     78
D76V9, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                 90
  CLUS_2                3                100
  CLUS_3                2                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q LOSS MUTATED        0      1      1      3
  20Q LOSS WILD-TYPE     25    111     85     47
D76V10, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                 25
  CLUS_2                1                111
  CLUS_3                1                 85
  CLUS_4                3                 47

Clustering(77) Variable = 21Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       25     16     17
  21Q LOSS WILD-TYPE     85     64     85
D77V1, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               25                 85
  CLUS_2               16                 64
  CLUS_3               17                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       13     26     19
  21Q LOSS WILD-TYPE     59     82     93
D77V2, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               13                 59
  CLUS_2               26                 82
  CLUS_3               19                 93
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED        9     15      4      5
  21Q LOSS WILD-TYPE     39     42     23     33
D77V3, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                9                 39
  CLUS_2               15                 42
  CLUS_3                4                 23
  CLUS_4                5                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       12     14      7
  21Q LOSS WILD-TYPE     55     45     37
D77V4, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               12                 55
  CLUS_2               14                 45
  CLUS_3                7                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       22     14     19
  21Q LOSS WILD-TYPE     72     65     91
D77V5, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               22                 72
  CLUS_2               14                 65
  CLUS_3               19                 91
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       17     26     12
  21Q LOSS WILD-TYPE     57     96     75
D77V6, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               17                 57
  CLUS_2               26                 96
  CLUS_3               12                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       19     23     12
  21Q LOSS WILD-TYPE     51     95     73
D77V7, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               19                 51
  CLUS_2               23                 95
  CLUS_3               12                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED        8      1     15     30
  21Q LOSS WILD-TYPE     21     27     57    114
D77V8, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                8                 21
  CLUS_2                1                 27
  CLUS_3               15                 57
  CLUS_4               30                114
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       25     19     10
  21Q LOSS WILD-TYPE     65     84     70
D77V9, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               25                 65
  CLUS_2               19                 84
  CLUS_3               10                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED        7     25     16      6
  21Q LOSS WILD-TYPE     18     87     70     44
D77V10, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                7                 18
  CLUS_2               25                 87
  CLUS_3               16                 70
  CLUS_4                6                 44

Clustering(78) Variable = 22Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       13     10      8
  22Q LOSS WILD-TYPE     97     70     94
D78V1, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               13                 97
  CLUS_2               10                 70
  CLUS_3                8                 94
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       11      9     11
  22Q LOSS WILD-TYPE     61     99    101
D78V2, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               11                 61
  CLUS_2                9                 99
  CLUS_3               11                101
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED        5      5      3      4
  22Q LOSS WILD-TYPE     43     52     24     34
D78V3, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                5                 43
  CLUS_2                5                 52
  CLUS_3                3                 24
  CLUS_4                4                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        7      6      4
  22Q LOSS WILD-TYPE     60     53     40
D78V4, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                7                 60
  CLUS_2                6                 53
  CLUS_3                4                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        9     10     10
  22Q LOSS WILD-TYPE     85     69    100
D78V5, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                9                 85
  CLUS_2               10                 69
  CLUS_3               10                100
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        7     14      8
  22Q LOSS WILD-TYPE     67    108     79
D78V6, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                7                 67
  CLUS_2               14                108
  CLUS_3                8                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        4     16      7
  22Q LOSS WILD-TYPE     66    102     78
D78V7, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                4                 66
  CLUS_2               16                102
  CLUS_3                7                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED        2      3      7     15
  22Q LOSS WILD-TYPE     27     25     65    129
D78V8, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                2                 27
  CLUS_2                3                 25
  CLUS_3                7                 65
  CLUS_4               15                129
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        8     11      8
  22Q LOSS WILD-TYPE     82     92     72
D78V9, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                8                 82
  CLUS_2               11                 92
  CLUS_3                8                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED        2     13      7      5
  22Q LOSS WILD-TYPE     23     99     79     45
D78V10, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                2                 23
  CLUS_2               13                 99
  CLUS_3                7                 79
  CLUS_4                5                 45

Clustering(79) Variable = XQ LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       26     31     16
  XQ LOSS WILD-TYPE     84     49     86
D79V1, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              26                84
  CLUS_2              31                49
  CLUS_3              16                86
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       19     42     12
  XQ LOSS WILD-TYPE     53     66    100
D79V2, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              19                53
  CLUS_2              42                66
  CLUS_3              12               100
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED        7     18      6     11
  XQ LOSS WILD-TYPE     41     39     21     27
D79V3, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               7                41
  CLUS_2              18                39
  CLUS_3               6                21
  CLUS_4              11                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       19     18      5
  XQ LOSS WILD-TYPE     48     41     39
D79V4, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              19                48
  CLUS_2              18                41
  CLUS_3               5                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       30     10     31
  XQ LOSS WILD-TYPE     64     69     79
D79V5, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              30                64
  CLUS_2              10                69
  CLUS_3              31                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       27     21     23
  XQ LOSS WILD-TYPE     47    101     64
D79V6, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              27                47
  CLUS_2              21               101
  CLUS_3              23                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       22     34     12
  XQ LOSS WILD-TYPE     48     84     73
D79V7, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              22                48
  CLUS_2              34                84
  CLUS_3              12                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED        6      5     16     41
  XQ LOSS WILD-TYPE     23     23     56    103
D79V8, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               6                23
  CLUS_2               5                23
  CLUS_3              16                56
  CLUS_4              41               103
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       26     28     14
  XQ LOSS WILD-TYPE     64     75     66
D79V9, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              26                64
  CLUS_2              28                75
  CLUS_3              14                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED        6     30     19     13
  XQ LOSS WILD-TYPE     19     82     67     37
D79V10, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               6                19
  CLUS_2              30                82
  CLUS_3              19                67
  CLUS_4              13                37
> q(save="no")
