
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/BLCA-TP/6159731/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/BLCA-TP/6159655/BLCA-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=BLCA-TP", "-nV=Nozzle.R1", "-OP=MUTSIG", "-iT=", "-iX=")
[1] "terrence_modification_tag"
[1] TRUE
[1] "nver"          "-nV=Nozzle.R1"
[1] "nfn"                                 "/xchip/tcga/Tools/Nozzle/v1.current"
[1] "Nozzle.R1"
[1] "successfully load Nozzle.R1"
[1] "ofn"         "-oT=BLCA-TP"
[1] "opt"        "-OP=MUTSIG"
[1] "tl"   "-iT="
[1] "dx"   "-iX="
[1] "opt"    "MUTSIG"
[1] "dx" ""  
[1] "cfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/BLCA-TP/6159655/BLCA-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/BLCA-TP/6159731/transformed.cor.cli.txt"

nPatients in clinical file=242, in cluster file=221, common to both=221
[1]  80 221
[1] "1P GAIN MUTATION ANALYSIS"
[1] 3
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               51               170 
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               51               170 
[1] "1Q GAIN MUTATION ANALYSIS"
[1] 3
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               70               151 
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               70               151 
[1] "2P GAIN MUTATION ANALYSIS"
[1] 3
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               66               155 
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               66               155 
[1] "2Q GAIN MUTATION ANALYSIS"
[1] 3
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               31               190 
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               31               190 
[1] "3P GAIN MUTATION ANALYSIS"
[1] 3
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               75               146 
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               75               146 
[1] "3Q GAIN MUTATION ANALYSIS"
[1] 3
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               98               123 
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               98               123 
[1] "4P GAIN MUTATION ANALYSIS"
[1] 3
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               23               198 
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
               23               198 
[1] "4Q GAIN MUTATION ANALYSIS"
[1] 3
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
               14               207 
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
               14               207 
[1] "5P GAIN MUTATION ANALYSIS"
[1] 3
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               91               130 
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               91               130 
[1] "5Q GAIN MUTATION ANALYSIS"
[1] 3
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               31               190 
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               31               190 
[1] "6P GAIN MUTATION ANALYSIS"
[1] 3
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
               33               188 
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
               33               188 
[1] "6Q GAIN MUTATION ANALYSIS"
[1] 3
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               20               201 
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
               20               201 
[1] "7P GAIN MUTATION ANALYSIS"
[1] 3
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
               94               127 
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
               94               127 
[1] "7Q GAIN MUTATION ANALYSIS"
[1] 3
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
               82               139 
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
               82               139 
[1] "8P GAIN MUTATION ANALYSIS"
[1] 3
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               44               177 
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               44               177 
[1] "8Q GAIN MUTATION ANALYSIS"
[1] 3
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
              101               120 
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
              101               120 
[1] "9P GAIN MUTATION ANALYSIS"
[1] 3
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
               35               186 
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
               35               186 
[1] "9Q GAIN MUTATION ANALYSIS"
[1] 3
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
               29               192 
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
               29               192 
[1] "10P GAIN MUTATION ANALYSIS"
[1] 3
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                64                157 
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                64                157 
[1] "10Q GAIN MUTATION ANALYSIS"
[1] 3
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                18                203 
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                18                203 
[1] "11P GAIN MUTATION ANALYSIS"
[1] 3
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                21                200 
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                21                200 
[1] "11Q GAIN MUTATION ANALYSIS"
[1] 3
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                29                192 
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                29                192 
[1] "12P GAIN MUTATION ANALYSIS"
[1] 3
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                67                154 
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                67                154 
[1] "12Q GAIN MUTATION ANALYSIS"
[1] 3
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                49                172 
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                49                172 
[1] "13Q GAIN MUTATION ANALYSIS"
[1] 3
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                57                164 
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                57                164 
[1] "14Q GAIN MUTATION ANALYSIS"
[1] 3
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                37                184 
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                37                184 
[1] "15Q GAIN MUTATION ANALYSIS"
[1] 3
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                22                199 
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                22                199 
[1] "16P GAIN MUTATION ANALYSIS"
[1] 3
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                39                182 
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                39                182 
[1] "16Q GAIN MUTATION ANALYSIS"
[1] 3
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                48                173 
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                48                173 
[1] "17P GAIN MUTATION ANALYSIS"
[1] 3
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                32                189 
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                32                189 
[1] "17Q GAIN MUTATION ANALYSIS"
[1] 3
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                77                144 
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                77                144 
[1] "18P GAIN MUTATION ANALYSIS"
[1] 3
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                67                154 
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                67                154 
[1] "18Q GAIN MUTATION ANALYSIS"
[1] 3
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                32                189 
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                32                189 
[1] "19P GAIN MUTATION ANALYSIS"
[1] 3
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                44                177 
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                44                177 
[1] "19Q GAIN MUTATION ANALYSIS"
[1] 3
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                75                146 
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                75                146 
[1] "20P GAIN MUTATION ANALYSIS"
[1] 3
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
               114                107 
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
               114                107 
[1] "20Q GAIN MUTATION ANALYSIS"
[1] 3
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
               127                 94 
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
               127                 94 
[1] "21Q GAIN MUTATION ANALYSIS"
[1] 3
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                67                154 
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                67                154 
[1] "22Q GAIN MUTATION ANALYSIS"
[1] 3
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                32                189 
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                32                189 
[1] "XQ GAIN MUTATION ANALYSIS"
[1] 3
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               23               198 
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               23               198 
[1] "1P LOSS MUTATION ANALYSIS"
[1] 3
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               18               203 
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               18               203 
[1] "1Q LOSS MUTATION ANALYSIS"
[1] 3
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               20               201 
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               20               201 
[1] "2P LOSS MUTATION ANALYSIS"
[1] 3
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               23               198 
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
               23               198 
[1] "2Q LOSS MUTATION ANALYSIS"
[1] 3
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               50               171 
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
               50               171 
[1] "3P LOSS MUTATION ANALYSIS"
[1] 3
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               29               192 
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               29               192 
[1] "3Q LOSS MUTATION ANALYSIS"
[1] 3
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               11               210 
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               11               210 
[1] "4P LOSS MUTATION ANALYSIS"
[1] 3
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               77               144 
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               77               144 
[1] "4Q LOSS MUTATION ANALYSIS"
[1] 3
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               80               141 
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               80               141 
[1] "5P LOSS MUTATION ANALYSIS"
[1] 3
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               34               187 
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               34               187 
[1] "5Q LOSS MUTATION ANALYSIS"
[1] 3
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               84               137 
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               84               137 
[1] "6P LOSS MUTATION ANALYSIS"
[1] 3
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               54               167 
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               54               167 
[1] "6Q LOSS MUTATION ANALYSIS"
[1] 3
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               79               142 
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               79               142 
[1] "7P LOSS MUTATION ANALYSIS"
[1] 3
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
                8               213 
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
                8               213 
[1] "7Q LOSS MUTATION ANALYSIS"
[1] 3
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               13               208 
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               13               208 
[1] "8P LOSS MUTATION ANALYSIS"
[1] 3
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               99               122 
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               99               122 
[1] "8Q LOSS MUTATION ANALYSIS"
[1] 3
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               21               200 
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               21               200 
[1] "9P LOSS MUTATION ANALYSIS"
[1] 3
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
               93               128 
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
               93               128 
[1] "9Q LOSS MUTATION ANALYSIS"
[1] 3
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               87               134 
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               87               134 
[1] "10P LOSS MUTATION ANALYSIS"
[1] 3
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                41                180 
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                41                180 
[1] "10Q LOSS MUTATION ANALYSIS"
[1] 3
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                75                146 
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                75                146 
[1] "11P LOSS MUTATION ANALYSIS"
[1] 3
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                89                132 
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                89                132 
[1] "11Q LOSS MUTATION ANALYSIS"
[1] 3
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                69                152 
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                69                152 
[1] "12P LOSS MUTATION ANALYSIS"
[1] 3
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                21                200 
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                21                200 
[1] "12Q LOSS MUTATION ANALYSIS"
[1] 3
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                28                193 
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                28                193 
[1] "13Q LOSS MUTATION ANALYSIS"
[1] 3
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                47                174 
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                47                174 
[1] "14Q LOSS MUTATION ANALYSIS"
[1] 3
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                62                159 
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                62                159 
[1] "15Q LOSS MUTATION ANALYSIS"
[1] 3
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                74                147 
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                74                147 
[1] "16P LOSS MUTATION ANALYSIS"
[1] 3
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                57                164 
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                57                164 
[1] "16Q LOSS MUTATION ANALYSIS"
[1] 3
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                52                169 
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                52                169 
[1] "17P LOSS MUTATION ANALYSIS"
[1] 3
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                97                124 
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                97                124 
[1] "17Q LOSS MUTATION ANALYSIS"
[1] 3
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                26                195 
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                26                195 
[1] "18P LOSS MUTATION ANALYSIS"
[1] 3
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                50                171 
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                50                171 
[1] "18Q LOSS MUTATION ANALYSIS"
[1] 3
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                78                143 
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                78                143 
[1] "19P LOSS MUTATION ANALYSIS"
[1] 3
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                57                164 
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                57                164 
[1] "19Q LOSS MUTATION ANALYSIS"
[1] 3
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                33                188 
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                33                188 
[1] "20P LOSS MUTATION ANALYSIS"
[1] 3
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                14                207 
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                14                207 
[1] "20Q LOSS MUTATION ANALYSIS"
[1] 3
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                 6                215 
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                 6                215 
[1] "21Q LOSS MUTATION ANALYSIS"
[1] 3
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                35                186 
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                35                186 
[1] "22Q LOSS MUTATION ANALYSIS"
[1] 3
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                84                137 
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                84                137 
[1] "XQ LOSS MUTATION ANALYSIS"
[1] 3
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               48               173 
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               48               173 
[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 221 columns.

Variable 1:'CN_CNMF':	nDistinctValues=8,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'RPPA_CNMF':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'RPPA_CHIERARCHICAL':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MRNASEQ_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MIRSEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 9:'MIRSEQ_MATURE_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 10:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=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 221 columns, 0 survival variables, and 10 non-survival variables.
CN_CNMF, nv=8, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=3, binary=FALSE, numeric=FALSE
RPPA_CNMF, nv=5, binary=FALSE, numeric=FALSE
RPPA_CHIERARCHICAL, nv=4, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=4, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=4, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=4, binary=FALSE, numeric=FALSE

Clustering(1) Variable = 1P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1P GAIN MUTATED        3      9      5      4     10     10      6      4
  1P GAIN WILD-TYPE     15     70     18     10     28     15      8      6
D1V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       25     20      6
  1P GAIN WILD-TYPE     56     68     46
D1V2, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              25                56
  CLUS_2              20                68
  CLUS_3               6                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P GAIN MUTATED        7      8     10      0      7
  1P GAIN WILD-TYPE     30     21     24      5     12
D1V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED        7      5      7     13
  1P GAIN WILD-TYPE     34     12     16     30
D1V4, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               7                34
  CLUS_2               5                12
  CLUS_3               7                16
  CLUS_4              13                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED       11     13      9     18
  1P GAIN WILD-TYPE     22     50     36     61
D1V5, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              11                22
  CLUS_2              13                50
  CLUS_3               9                36
  CLUS_4              18                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       23      8     20
  1P GAIN WILD-TYPE     70     31     68
D1V6, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              23                70
  CLUS_2               8                31
  CLUS_3              20                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       13     20     16
  1P GAIN WILD-TYPE     34     77     49
D1V7, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              13                34
  CLUS_2              20                77
  CLUS_3              16                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED       30      6     13
  1P GAIN WILD-TYPE    115     10     35
D1V8, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              30               115
  CLUS_2               6                10
  CLUS_3              13                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED        8     16     14     11
  1P GAIN WILD-TYPE     25     44     53     38
D1V9, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               8                25
  CLUS_2              16                44
  CLUS_3              14                53
  CLUS_4              11                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED       11     18     11      9
  1P GAIN WILD-TYPE     39     52     43     26
D1V10, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1              11                39
  CLUS_2              18                52
  CLUS_3              11                43
  CLUS_4               9                26

Clustering(2) Variable = 1Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1Q GAIN MUTATED        4     17      9      4     15     10      6      5
  1Q GAIN WILD-TYPE     14     62     14     10     23     15      8      5
D2V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       30     28     12
  1Q GAIN WILD-TYPE     51     60     40
D2V2, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              30                51
  CLUS_2              28                60
  CLUS_3              12                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q GAIN MUTATED       13     10     13      0      5
  1Q GAIN WILD-TYPE     24     19     21      5     14
D2V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED       13      4      9     15
  1Q GAIN WILD-TYPE     28     13     14     28
D2V4, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              13                28
  CLUS_2               4                13
  CLUS_3               9                14
  CLUS_4              15                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED       14     21     10     25
  1Q GAIN WILD-TYPE     19     42     35     54
D2V5, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              14                19
  CLUS_2              21                42
  CLUS_3              10                35
  CLUS_4              25                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       29     13     28
  1Q GAIN WILD-TYPE     64     26     60
D2V6, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              29                64
  CLUS_2              13                26
  CLUS_3              28                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       17     29     22
  1Q GAIN WILD-TYPE     30     68     43
D2V7, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              17                30
  CLUS_2              29                68
  CLUS_3              22                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       44      6     18
  1Q GAIN WILD-TYPE    101     10     30
D2V8, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              44               101
  CLUS_2               6                10
  CLUS_3              18                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED       11     21     22     14
  1Q GAIN WILD-TYPE     22     39     45     35
D2V9, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              11                22
  CLUS_2              21                39
  CLUS_3              22                45
  CLUS_4              14                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED       14     25     17     12
  1Q GAIN WILD-TYPE     36     45     37     23
D2V10, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              14                36
  CLUS_2              25                45
  CLUS_3              17                37
  CLUS_4              12                23

Clustering(3) Variable = 2P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2P GAIN MUTATED        6      7      5      9     17     10      8      4
  2P GAIN WILD-TYPE     12     72     18      5     21     15      6      6
D3V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       35     24      7
  2P GAIN WILD-TYPE     46     64     45
D3V2, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              35                46
  CLUS_2              24                64
  CLUS_3               7                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P GAIN MUTATED       16      6     10      2      6
  2P GAIN WILD-TYPE     21     23     24      3     13
D3V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED       15      4      8     13
  2P GAIN WILD-TYPE     26     13     15     30
D3V4, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              15                26
  CLUS_2               4                13
  CLUS_3               8                15
  CLUS_4              13                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED       14     13     15     24
  2P GAIN WILD-TYPE     19     50     30     55
D3V5, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              14                19
  CLUS_2              13                50
  CLUS_3              15                30
  CLUS_4              24                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       29     15     22
  2P GAIN WILD-TYPE     64     24     66
D3V6, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              29                64
  CLUS_2              15                24
  CLUS_3              22                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       19     23     19
  2P GAIN WILD-TYPE     28     74     46
D3V7, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              19                28
  CLUS_2              23                74
  CLUS_3              19                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       35      7     19
  2P GAIN WILD-TYPE    110      9     29
D3V8, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              35               110
  CLUS_2               7                 9
  CLUS_3              19                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED       15     15     17     14
  2P GAIN WILD-TYPE     18     45     50     35
D3V9, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              15                18
  CLUS_2              15                45
  CLUS_3              17                50
  CLUS_4              14                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED       12     21     10     18
  2P GAIN WILD-TYPE     38     49     44     17
D3V10, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              12                38
  CLUS_2              21                49
  CLUS_3              10                44
  CLUS_4              18                17

Clustering(4) Variable = 2Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2Q GAIN MUTATED        5      5      2      4      7      3      3      2
  2Q GAIN WILD-TYPE     13     74     21     10     31     22     11      8
D4V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       17     10      4
  2Q GAIN WILD-TYPE     64     78     48
D4V2, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              17                64
  CLUS_2              10                78
  CLUS_3               4                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q GAIN MUTATED       10      3      6      1      3
  2Q GAIN WILD-TYPE     27     26     28      4     16
D4V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED       10      3      3      7
  2Q GAIN WILD-TYPE     31     14     20     36
D4V4, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              10                31
  CLUS_2               3                14
  CLUS_3               3                20
  CLUS_4               7                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED        9      6      6      9
  2Q GAIN WILD-TYPE     24     57     39     70
D4V5, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               9                24
  CLUS_2               6                57
  CLUS_3               6                39
  CLUS_4               9                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       13      6     11
  2Q GAIN WILD-TYPE     80     33     77
D4V6, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              13                80
  CLUS_2               6                33
  CLUS_3              11                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        9     10     10
  2Q GAIN WILD-TYPE     38     87     55
D4V7, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               9                38
  CLUS_2              10                87
  CLUS_3              10                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED       17      3      9
  2Q GAIN WILD-TYPE    128     13     39
D4V8, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1              17               128
  CLUS_2               3                13
  CLUS_3               9                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED        7     10      6      6
  2Q GAIN WILD-TYPE     26     50     61     43
D4V9, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               7                26
  CLUS_2              10                50
  CLUS_3               6                61
  CLUS_4               6                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED        5      9      6      9
  2Q GAIN WILD-TYPE     45     61     48     26
D4V10, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               5                45
  CLUS_2               9                61
  CLUS_3               6                48
  CLUS_4               9                26

Clustering(5) Variable = 3P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3P GAIN MUTATED        7     21      3      4     14      9     12      5
  3P GAIN WILD-TYPE     11     58     20     10     24     16      2      5
D5V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       33     24     18
  3P GAIN WILD-TYPE     48     64     34
D5V2, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              33                48
  CLUS_2              24                64
  CLUS_3              18                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P GAIN MUTATED       19      8      9      0      7
  3P GAIN WILD-TYPE     18     21     25      5     12
D5V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED       17      8      6     12
  3P GAIN WILD-TYPE     24      9     17     31
D5V4, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              17                24
  CLUS_2               8                 9
  CLUS_3               6                17
  CLUS_4              12                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED       14     11     21     29
  3P GAIN WILD-TYPE     19     52     24     50
D5V5, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              14                19
  CLUS_2              11                52
  CLUS_3              21                24
  CLUS_4              29                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       32     19     24
  3P GAIN WILD-TYPE     61     20     64
D5V6, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              32                61
  CLUS_2              19                20
  CLUS_3              24                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       26     23     19
  3P GAIN WILD-TYPE     21     74     46
D5V7, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              26                21
  CLUS_2              23                74
  CLUS_3              19                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED       35      8     25
  3P GAIN WILD-TYPE    110      8     23
D5V8, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              35               110
  CLUS_2               8                 8
  CLUS_3              25                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED       21     16     16     15
  3P GAIN WILD-TYPE     12     44     51     34
D5V9, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              21                12
  CLUS_2              16                44
  CLUS_3              16                51
  CLUS_4              15                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED       16     18     13     21
  3P GAIN WILD-TYPE     34     52     41     14
D5V10, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1              16                34
  CLUS_2              18                52
  CLUS_3              13                41
  CLUS_4              21                14

Clustering(6) Variable = 3Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3Q GAIN MUTATED       10     24      6      8     17     16     11      6
  3Q GAIN WILD-TYPE      8     55     17      6     21      9      3      4
D6V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       38     38     22
  3Q GAIN WILD-TYPE     43     50     30
D6V2, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              38                43
  CLUS_2              38                50
  CLUS_3              22                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q GAIN MUTATED       21     13     17      1      7
  3Q GAIN WILD-TYPE     16     16     17      4     12
D6V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED       20      8     12     19
  3Q GAIN WILD-TYPE     21      9     11     24
D6V4, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              20                21
  CLUS_2               8                 9
  CLUS_3              12                11
  CLUS_4              19                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED       19     23     22     34
  3Q GAIN WILD-TYPE     14     40     23     45
D6V5, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              19                14
  CLUS_2              23                40
  CLUS_3              22                23
  CLUS_4              34                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       41     22     35
  3Q GAIN WILD-TYPE     52     17     53
D6V6, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              41                52
  CLUS_2              22                17
  CLUS_3              35                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       30     33     28
  3Q GAIN WILD-TYPE     17     64     37
D6V7, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              30                17
  CLUS_2              33                64
  CLUS_3              28                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       53      8     30
  3Q GAIN WILD-TYPE     92      8     18
D6V8, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              53                92
  CLUS_2               8                 8
  CLUS_3              30                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED       25     26     21     19
  3Q GAIN WILD-TYPE      8     34     46     30
D6V9, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              25                 8
  CLUS_2              26                34
  CLUS_3              21                46
  CLUS_4              19                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED       21     23     22     25
  3Q GAIN WILD-TYPE     29     47     32     10
D6V10, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              21                29
  CLUS_2              23                47
  CLUS_3              22                32
  CLUS_4              25                10

Clustering(7) Variable = 4P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4P GAIN MUTATED        1      4      2      2     11      1      0      2
  4P GAIN WILD-TYPE     17     75     21     12     27     24     14      8
D7V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       13      8      2
  4P GAIN WILD-TYPE     68     80     50
D7V2, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              13                68
  CLUS_2               8                80
  CLUS_3               2                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P GAIN MUTATED        3      1      5      0      1
  4P GAIN WILD-TYPE     34     28     29      5     18
D7V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P GAIN MUTATED        5      1      2      2
  4P GAIN WILD-TYPE     36     16     21     41
D7V4, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               5                36
  CLUS_2               1                16
  CLUS_3               2                21
  CLUS_4               2                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P GAIN MUTATED        3      6      2     12
  4P GAIN WILD-TYPE     30     57     43     67
D7V5, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               3                30
  CLUS_2               6                57
  CLUS_3               2                43
  CLUS_4              12                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       14      2      7
  4P GAIN WILD-TYPE     79     37     81
D7V6, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              14                79
  CLUS_2               2                37
  CLUS_3               7                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        5     14      2
  4P GAIN WILD-TYPE     42     83     63
D7V7, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               5                42
  CLUS_2              14                83
  CLUS_3               2                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED       15      1      5
  4P GAIN WILD-TYPE    130     15     43
D7V8, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1              15               130
  CLUS_2               1                15
  CLUS_3               5                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P GAIN MUTATED        3      6     11      1
  4P GAIN WILD-TYPE     30     54     56     48
D7V9, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               3                30
  CLUS_2               6                54
  CLUS_3              11                56
  CLUS_4               1                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P GAIN MUTATED        1      9      6      5
  4P GAIN WILD-TYPE     49     61     48     30
D7V10, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               1                49
  CLUS_2               9                61
  CLUS_3               6                48
  CLUS_4               5                30

Clustering(8) Variable = 4Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4Q GAIN MUTATED        0      1      0      1      8      1      1      2
  4Q GAIN WILD-TYPE     18     78     23     13     30     24     13      8
D8V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        8      5      1
  4Q GAIN WILD-TYPE     73     83     51
D8V2, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               8                73
  CLUS_2               5                83
  CLUS_3               1                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q GAIN MUTATED        2      0      3      0      1
  4Q GAIN WILD-TYPE     35     29     31      5     18
D8V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q GAIN MUTATED        4      1      1      0
  4Q GAIN WILD-TYPE     37     16     22     43
D8V4, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               4                37
  CLUS_2               1                16
  CLUS_3               1                22
  CLUS_4               0                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q GAIN MUTATED        3      3      2      6
  4Q GAIN WILD-TYPE     30     60     43     73
D8V5, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               3                30
  CLUS_2               3                60
  CLUS_3               2                43
  CLUS_4               6                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        8      2      4
  4Q GAIN WILD-TYPE     85     37     84
D8V6, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               8                85
  CLUS_2               2                37
  CLUS_3               4                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        4      9      0
  4Q GAIN WILD-TYPE     43     88     65
D8V7, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               4                43
  CLUS_2               9                88
  CLUS_3               0                65
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        9      2      2
  4Q GAIN WILD-TYPE    136     14     46
D8V8, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               9               136
  CLUS_2               2                14
  CLUS_3               2                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q GAIN MUTATED        3      3      7      0
  4Q GAIN WILD-TYPE     30     57     60     49
D8V9, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               3                30
  CLUS_2               3                57
  CLUS_3               7                60
  CLUS_4               0                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q GAIN MUTATED        2      6      3      2
  4Q GAIN WILD-TYPE     48     64     51     33
D8V10, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               2                48
  CLUS_2               6                64
  CLUS_3               3                51
  CLUS_4               2                33

Clustering(9) Variable = 5P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5P GAIN MUTATED       12     19     10      6     19     14      9      2
  5P GAIN WILD-TYPE      6     60     13      8     19     11      5      8
D9V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       34     41     16
  5P GAIN WILD-TYPE     47     47     36
D9V2, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              34                47
  CLUS_2              41                47
  CLUS_3              16                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P GAIN MUTATED       12      7     18      0      9
  5P GAIN WILD-TYPE     25     22     16      5     10
D9V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED       15     10      8     13
  5P GAIN WILD-TYPE     26      7     15     30
D9V4, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              15                26
  CLUS_2              10                 7
  CLUS_3               8                15
  CLUS_4              13                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED       16     33     16     26
  5P GAIN WILD-TYPE     17     30     29     53
D9V5, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              16                17
  CLUS_2              33                30
  CLUS_3              16                29
  CLUS_4              26                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       35     10     46
  5P GAIN WILD-TYPE     58     29     42
D9V6, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              35                58
  CLUS_2              10                29
  CLUS_3              46                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       25     32     29
  5P GAIN WILD-TYPE     22     65     36
D9V7, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              25                22
  CLUS_2              32                65
  CLUS_3              29                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       55      5     26
  5P GAIN WILD-TYPE     90     11     22
D9V8, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              55                90
  CLUS_2               5                11
  CLUS_3              26                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED       17     29     21     19
  5P GAIN WILD-TYPE     16     31     46     30
D9V9, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              17                16
  CLUS_2              29                31
  CLUS_3              21                46
  CLUS_4              19                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED       18     23     26     19
  5P GAIN WILD-TYPE     32     47     28     16
D9V10, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              18                32
  CLUS_2              23                47
  CLUS_3              26                28
  CLUS_4              19                16

Clustering(10) Variable = 5Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5Q GAIN MUTATED        7      4      3      2      8      2      4      1
  5Q GAIN WILD-TYPE     11     75     20     12     30     23     10      9
D10V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       15     10      6
  5Q GAIN WILD-TYPE     66     78     46
D10V2, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              15                66
  CLUS_2              10                78
  CLUS_3               6                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q GAIN MUTATED        5      1      9      0      0
  5Q GAIN WILD-TYPE     32     28     25      5     19
D10V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED        6      1      4      4
  5Q GAIN WILD-TYPE     35     16     19     39
D10V4, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               6                35
  CLUS_2               1                16
  CLUS_3               4                19
  CLUS_4               4                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED        4     10      6     11
  5Q GAIN WILD-TYPE     29     53     39     68
D10V5, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               4                29
  CLUS_2              10                53
  CLUS_3               6                39
  CLUS_4              11                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       13      3     15
  5Q GAIN WILD-TYPE     80     36     73
D10V6, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              13                80
  CLUS_2               3                36
  CLUS_3              15                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       11     10      9
  5Q GAIN WILD-TYPE     36     87     56
D10V7, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              11                36
  CLUS_2              10                87
  CLUS_3               9                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED       19      0     11
  5Q GAIN WILD-TYPE    126     16     37
D10V8, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1              19               126
  CLUS_2               0                16
  CLUS_3              11                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED        8      8      7      7
  5Q GAIN WILD-TYPE     25     52     60     42
D10V9, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               8                25
  CLUS_2               8                52
  CLUS_3               7                60
  CLUS_4               7                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED        5      9      9      7
  5Q GAIN WILD-TYPE     45     61     45     28
D10V10, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               5                45
  CLUS_2               9                61
  CLUS_3               9                45
  CLUS_4               7                28

Clustering(11) Variable = 6P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6P GAIN MUTATED        2      7      4      3      7      3      4      3
  6P GAIN WILD-TYPE     16     72     19     11     31     22     10      7
D11V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       12     15      6
  6P GAIN WILD-TYPE     69     73     46
D11V2, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              12                69
  CLUS_2              15                73
  CLUS_3               6                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P GAIN MUTATED        4      4      2      0      2
  6P GAIN WILD-TYPE     33     25     32      5     17
D11V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P GAIN MUTATED        1      3      3      5
  6P GAIN WILD-TYPE     40     14     20     38
D11V4, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               1                40
  CLUS_2               3                14
  CLUS_3               3                20
  CLUS_4               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P GAIN MUTATED        5     13      7      8
  6P GAIN WILD-TYPE     28     50     38     71
D11V5, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               5                28
  CLUS_2              13                50
  CLUS_3               7                38
  CLUS_4               8                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       10      6     17
  6P GAIN WILD-TYPE     83     33     71
D11V6, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              10                83
  CLUS_2               6                33
  CLUS_3              17                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       10     13      8
  6P GAIN WILD-TYPE     37     84     57
D11V7, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              10                37
  CLUS_2              13                84
  CLUS_3               8                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED       20      1     10
  6P GAIN WILD-TYPE    125     15     38
D11V8, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1              20               125
  CLUS_2               1                15
  CLUS_3              10                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P GAIN MUTATED        6     11      8      6
  6P GAIN WILD-TYPE     27     49     59     43
D11V9, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               6                27
  CLUS_2              11                49
  CLUS_3               8                59
  CLUS_4               6                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P GAIN MUTATED        6      8     12      5
  6P GAIN WILD-TYPE     44     62     42     30
D11V10, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               6                44
  CLUS_2               8                62
  CLUS_3              12                42
  CLUS_4               5                30

Clustering(12) Variable = 6Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6Q GAIN MUTATED        2      6      1      1      2      3      3      2
  6Q GAIN WILD-TYPE     16     73     22     13     36     22     11      8
D12V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        6     10      4
  6Q GAIN WILD-TYPE     75     78     48
D12V2, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               6                75
  CLUS_2              10                78
  CLUS_3               4                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q GAIN MUTATED        3      2      2      0      2
  6Q GAIN WILD-TYPE     34     27     32      5     17
D12V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q GAIN MUTATED        1      3      3      2
  6Q GAIN WILD-TYPE     40     14     20     41
D12V4, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               1                40
  CLUS_2               3                14
  CLUS_3               3                20
  CLUS_4               2                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q GAIN MUTATED        6      8      2      4
  6Q GAIN WILD-TYPE     27     55     43     75
D12V5, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               6                27
  CLUS_2               8                55
  CLUS_3               2                43
  CLUS_4               4                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        9      1     10
  6Q GAIN WILD-TYPE     84     38     78
D12V6, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               9                84
  CLUS_2               1                38
  CLUS_3              10                78
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        8      7      5
  6Q GAIN WILD-TYPE     39     90     60
D12V7, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               8                39
  CLUS_2               7                90
  CLUS_3               5                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED       12      0      8
  6Q GAIN WILD-TYPE    133     16     40
D12V8, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1              12               133
  CLUS_2               0                16
  CLUS_3               8                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q GAIN MUTATED        5      7      6      2
  6Q GAIN WILD-TYPE     28     53     61     47
D12V9, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               5                28
  CLUS_2               7                53
  CLUS_3               6                61
  CLUS_4               2                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q GAIN MUTATED        2      5      9      4
  6Q GAIN WILD-TYPE     48     65     45     31
D12V10, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               2                48
  CLUS_2               5                65
  CLUS_3               9                45
  CLUS_4               4                31

Clustering(13) Variable = 7P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7P GAIN MUTATED       10     16      8      8     23     15      8      6
  7P GAIN WILD-TYPE      8     63     15      6     15     10      6      4
D13V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       45     37     12
  7P GAIN WILD-TYPE     36     51     40
D13V2, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              45                36
  CLUS_2              37                51
  CLUS_3              12                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P GAIN MUTATED       20      6     17      1      5
  7P GAIN WILD-TYPE     17     23     17      4     14
D13V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED       18      7      9     15
  7P GAIN WILD-TYPE     23     10     14     28
D13V4, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              18                23
  CLUS_2               7                10
  CLUS_3               9                14
  CLUS_4              15                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED       18     29     18     29
  7P GAIN WILD-TYPE     15     34     27     50
D13V5, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              18                15
  CLUS_2              29                34
  CLUS_3              18                27
  CLUS_4              29                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       38     17     39
  7P GAIN WILD-TYPE     55     22     49
D13V6, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              38                55
  CLUS_2              17                22
  CLUS_3              39                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       24     40     23
  7P GAIN WILD-TYPE     23     57     42
D13V7, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              24                23
  CLUS_2              40                57
  CLUS_3              23                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       56      6     25
  7P GAIN WILD-TYPE     89     10     23
D13V8, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              56                89
  CLUS_2               6                10
  CLUS_3              25                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED       17     29     22     19
  7P GAIN WILD-TYPE     16     31     45     30
D13V9, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              17                16
  CLUS_2              29                31
  CLUS_3              22                45
  CLUS_4              19                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED       17     26     25     19
  7P GAIN WILD-TYPE     33     44     29     16
D13V10, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              17                33
  CLUS_2              26                44
  CLUS_3              25                29
  CLUS_4              19                16

Clustering(14) Variable = 7Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7Q GAIN MUTATED        7     16      5      5     22     13      8      6
  7Q GAIN WILD-TYPE     11     63     18      9     16     12      6      4
D14V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       40     30     12
  7Q GAIN WILD-TYPE     41     58     40
D14V2, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              40                41
  CLUS_2              30                58
  CLUS_3              12                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q GAIN MUTATED       18      8     14      1      4
  7Q GAIN WILD-TYPE     19     21     20      4     15
D14V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED       16      6      7     16
  7Q GAIN WILD-TYPE     25     11     16     27
D14V4, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              16                25
  CLUS_2               6                11
  CLUS_3               7                16
  CLUS_4              16                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED       14     25     16     27
  7Q GAIN WILD-TYPE     19     38     29     52
D14V5, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              14                19
  CLUS_2              25                38
  CLUS_3              16                29
  CLUS_4              27                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       30     17     35
  7Q GAIN WILD-TYPE     63     22     53
D14V6, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              30                63
  CLUS_2              17                22
  CLUS_3              35                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       21     34     22
  7Q GAIN WILD-TYPE     26     63     43
D14V7, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              21                26
  CLUS_2              34                63
  CLUS_3              22                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       49      5     23
  7Q GAIN WILD-TYPE     96     11     25
D14V8, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              49                96
  CLUS_2               5                11
  CLUS_3              23                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED       14     25     19     19
  7Q GAIN WILD-TYPE     19     35     48     30
D14V9, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              14                19
  CLUS_2              25                35
  CLUS_3              19                48
  CLUS_4              19                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED       15     24     21     17
  7Q GAIN WILD-TYPE     35     46     33     18
D14V10, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              15                35
  CLUS_2              24                46
  CLUS_3              21                33
  CLUS_4              17                18

Clustering(15) Variable = 8P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8P GAIN MUTATED        6     14      3      4      8      3      0      6
  8P GAIN WILD-TYPE     12     65     20     10     30     22     14      4
D15V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       22     15      7
  8P GAIN WILD-TYPE     59     73     45
D15V2, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              22                59
  CLUS_2              15                73
  CLUS_3               7                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P GAIN MUTATED        9      2     11      1      2
  8P GAIN WILD-TYPE     28     27     23      4     17
D15V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED        8      2     10      5
  8P GAIN WILD-TYPE     33     15     13     38
D15V4, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               8                33
  CLUS_2               2                15
  CLUS_3              10                13
  CLUS_4               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED       10     15      4     15
  8P GAIN WILD-TYPE     23     48     41     64
D15V5, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              10                23
  CLUS_2              15                48
  CLUS_3               4                41
  CLUS_4              15                64
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       21      5     18
  8P GAIN WILD-TYPE     72     34     70
D15V6, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              21                72
  CLUS_2               5                34
  CLUS_3              18                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       10     21     10
  8P GAIN WILD-TYPE     37     76     55
D15V7, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              10                37
  CLUS_2              21                76
  CLUS_3              10                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       29      1     11
  8P GAIN WILD-TYPE    116     15     37
D15V8, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              29               116
  CLUS_2               1                15
  CLUS_3              11                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED        8     15     14      4
  8P GAIN WILD-TYPE     25     45     53     45
D15V9, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               8                25
  CLUS_2              15                45
  CLUS_3              14                53
  CLUS_4               4                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED        2     17     13      9
  8P GAIN WILD-TYPE     48     53     41     26
D15V10, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               2                48
  CLUS_2              17                53
  CLUS_3              13                41
  CLUS_4               9                26

Clustering(16) Variable = 8Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8Q GAIN MUTATED       10     29     10      8     16     13      7      8
  8Q GAIN WILD-TYPE      8     50     13      6     22     12      7      2
D16V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       43     41     17
  8Q GAIN WILD-TYPE     38     47     35
D16V2, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              43                38
  CLUS_2              41                47
  CLUS_3              17                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q GAIN MUTATED       17      6     17      4      7
  8Q GAIN WILD-TYPE     20     23     17      1     12
D16V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED       17      6     14     14
  8Q GAIN WILD-TYPE     24     11      9     29
D16V4, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              17                24
  CLUS_2               6                11
  CLUS_3              14                 9
  CLUS_4              14                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED       18     30     18     35
  8Q GAIN WILD-TYPE     15     33     27     44
D16V5, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              18                15
  CLUS_2              30                33
  CLUS_3              18                27
  CLUS_4              35                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       44     15     42
  8Q GAIN WILD-TYPE     49     24     46
D16V6, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              44                49
  CLUS_2              15                24
  CLUS_3              42                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       22     45     29
  8Q GAIN WILD-TYPE     25     52     36
D16V7, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              22                25
  CLUS_2              45                52
  CLUS_3              29                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       65      8     23
  8Q GAIN WILD-TYPE     80      8     25
D16V8, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              65                80
  CLUS_2               8                 8
  CLUS_3              23                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED       16     31     30     19
  8Q GAIN WILD-TYPE     17     29     37     30
D16V9, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              16                17
  CLUS_2              31                29
  CLUS_3              30                37
  CLUS_4              19                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED       18     35     26     17
  8Q GAIN WILD-TYPE     32     35     28     18
D16V10, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              18                32
  CLUS_2              35                35
  CLUS_3              26                28
  CLUS_4              17                18

Clustering(17) Variable = 9P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9P GAIN MUTATED        3      3      9      5      3      9      2      1
  9P GAIN WILD-TYPE     15     76     14      9     35     16     12      9
D17V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       12     16      7
  9P GAIN WILD-TYPE     69     72     45
D17V2, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              12                69
  CLUS_2              16                72
  CLUS_3               7                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P GAIN MUTATED        9      5      7      0      3
  9P GAIN WILD-TYPE     28     24     27      5     16
D17V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED        6      5      4      9
  9P GAIN WILD-TYPE     35     12     19     34
D17V4, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               6                35
  CLUS_2               5                12
  CLUS_3               4                19
  CLUS_4               9                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED        7     14      6      8
  9P GAIN WILD-TYPE     26     49     39     71
D17V5, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               7                26
  CLUS_2              14                49
  CLUS_3               6                39
  CLUS_4               8                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       11      6     18
  9P GAIN WILD-TYPE     82     33     70
D17V6, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              11                82
  CLUS_2               6                33
  CLUS_3              18                70
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        6     17     10
  9P GAIN WILD-TYPE     41     80     55
D17V7, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               6                41
  CLUS_2              17                80
  CLUS_3              10                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED       24      2      7
  9P GAIN WILD-TYPE    121     14     41
D17V8, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1              24               121
  CLUS_2               2                14
  CLUS_3               7                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED        5     14      7      7
  9P GAIN WILD-TYPE     28     46     60     42
D17V9, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               5                28
  CLUS_2              14                46
  CLUS_3               7                60
  CLUS_4               7                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED        7      7     14      5
  9P GAIN WILD-TYPE     43     63     40     30
D17V10, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               7                43
  CLUS_2               7                63
  CLUS_3              14                40
  CLUS_4               5                30

Clustering(18) Variable = 9Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9Q GAIN MUTATED        2      6      6      2      4      6      2      1
  9Q GAIN WILD-TYPE     16     73     17     12     34     19     12      9
D18V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        9     17      3
  9Q GAIN WILD-TYPE     72     71     49
D18V2, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               9                72
  CLUS_2              17                71
  CLUS_3               3                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q GAIN MUTATED        5      4      7      0      3
  9Q GAIN WILD-TYPE     32     25     27      5     16
D18V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED        2      6      4      7
  9Q GAIN WILD-TYPE     39     11     19     36
D18V4, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               2                39
  CLUS_2               6                11
  CLUS_3               4                19
  CLUS_4               7                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED        5     14      6      4
  9Q GAIN WILD-TYPE     28     49     39     75
D18V5, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               5                28
  CLUS_2              14                49
  CLUS_3               6                39
  CLUS_4               4                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        8      2     19
  9Q GAIN WILD-TYPE     85     37     69
D18V6, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               8                85
  CLUS_2               2                37
  CLUS_3              19                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        5     12     10
  9Q GAIN WILD-TYPE     42     85     55
D18V7, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               5                42
  CLUS_2              12                85
  CLUS_3              10                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       20      1      6
  9Q GAIN WILD-TYPE    125     15     42
D18V8, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              20               125
  CLUS_2               1                15
  CLUS_3               6                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED        3     15      4      5
  9Q GAIN WILD-TYPE     30     45     63     44
D18V9, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               3                30
  CLUS_2              15                45
  CLUS_3               4                63
  CLUS_4               5                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED        5      6     13      3
  9Q GAIN WILD-TYPE     45     64     41     32
D18V10, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               5                45
  CLUS_2               6                64
  CLUS_3              13                41
  CLUS_4               3                32

Clustering(19) Variable = 10P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10P GAIN MUTATED       10      5      7      6     14     10      9      3
  10P GAIN WILD-TYPE      8     74     16      8     24     15      5      7
D19V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       28     24     12
  10P GAIN WILD-TYPE     53     64     40
D19V2, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               28                 53
  CLUS_2               24                 64
  CLUS_3               12                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P GAIN MUTATED       12      6     10      1      5
  10P GAIN WILD-TYPE     25     23     24      4     14
D19V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED       15      4      5     10
  10P GAIN WILD-TYPE     26     13     18     33
D19V4, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               15                 26
  CLUS_2                4                 13
  CLUS_3                5                 18
  CLUS_4               10                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED       14     17     14     19
  10P GAIN WILD-TYPE     19     46     31     60
D19V5, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               14                 19
  CLUS_2               17                 46
  CLUS_3               14                 31
  CLUS_4               19                 60
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       26     17     21
  10P GAIN WILD-TYPE     67     22     67
D19V6, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               26                 67
  CLUS_2               17                 22
  CLUS_3               21                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       15     28     16
  10P GAIN WILD-TYPE     32     69     49
D19V7, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               15                 32
  CLUS_2               28                 69
  CLUS_3               16                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED       38      6     15
  10P GAIN WILD-TYPE    107     10     33
D19V8, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               38                107
  CLUS_2                6                 10
  CLUS_3               15                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED       13     16     17     13
  10P GAIN WILD-TYPE     20     44     50     36
D19V9, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               13                 20
  CLUS_2               16                 44
  CLUS_3               17                 50
  CLUS_4               13                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED       13     21     14     11
  10P GAIN WILD-TYPE     37     49     40     24
D19V10, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1               13                 37
  CLUS_2               21                 49
  CLUS_3               14                 40
  CLUS_4               11                 24

Clustering(20) Variable = 10Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10Q GAIN MUTATED        2      2      2      2      3      3      3      1
  10Q GAIN WILD-TYPE     16     77     21     12     35     22     11      9
D20V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        9      6      3
  10Q GAIN WILD-TYPE     72     82     49
D20V2, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                9                 72
  CLUS_2                6                 82
  CLUS_3                3                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q GAIN MUTATED        5      4      2      0      0
  10Q GAIN WILD-TYPE     32     25     32      5     19
D20V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q GAIN MUTATED        6      0      1      4
  10Q GAIN WILD-TYPE     35     17     22     39
D20V4, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                6                 35
  CLUS_2                0                 17
  CLUS_3                1                 22
  CLUS_4                4                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q GAIN MUTATED        3      3      5      7
  10Q GAIN WILD-TYPE     30     60     40     72
D20V5, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                3                 30
  CLUS_2                3                 60
  CLUS_3                5                 40
  CLUS_4                7                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        7      7      4
  10Q GAIN WILD-TYPE     86     32     84
D20V6, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                7                 86
  CLUS_2                7                 32
  CLUS_3                4                 84
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        4      5      7
  10Q GAIN WILD-TYPE     43     92     58
D20V7, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                4                 43
  CLUS_2                5                 92
  CLUS_3                7                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        9      2      5
  10Q GAIN WILD-TYPE    136     14     43
D20V8, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                9                136
  CLUS_2                2                 14
  CLUS_3                5                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q GAIN MUTATED        3      3      4      6
  10Q GAIN WILD-TYPE     30     57     63     43
D20V9, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                3                 30
  CLUS_2                3                 57
  CLUS_3                4                 63
  CLUS_4                6                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q GAIN MUTATED        5      6      1      4
  10Q GAIN WILD-TYPE     45     64     53     31
D20V10, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                5                 45
  CLUS_2                6                 64
  CLUS_3                1                 53
  CLUS_4                4                 31

Clustering(21) Variable = 11P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11P GAIN MUTATED        4      4      4      1      2      3      0      3
  11P GAIN WILD-TYPE     14     75     19     13     36     22     14      7
D21V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        4     11      6
  11P GAIN WILD-TYPE     77     77     46
D21V2, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                4                 77
  CLUS_2               11                 77
  CLUS_3                6                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P GAIN MUTATED        1      1      6      0      3
  11P GAIN WILD-TYPE     36     28     28      5     16
D21V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED        2      4      3      2
  11P GAIN WILD-TYPE     39     13     20     41
D21V4, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                2                 39
  CLUS_2                4                 13
  CLUS_3                3                 20
  CLUS_4                2                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED        2     13      2      4
  11P GAIN WILD-TYPE     31     50     43     75
D21V5, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                2                 31
  CLUS_2               13                 50
  CLUS_3                2                 43
  CLUS_4                4                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        5      2     14
  11P GAIN WILD-TYPE     88     37     74
D21V6, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                5                 88
  CLUS_2                2                 37
  CLUS_3               14                 74
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        2     13      4
  11P GAIN WILD-TYPE     45     84     61
D21V7, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                2                 45
  CLUS_2               13                 84
  CLUS_3                4                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED       16      0      3
  11P GAIN WILD-TYPE    129     16     45
D21V8, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1               16                129
  CLUS_2                0                 16
  CLUS_3                3                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED        1     11      4      3
  11P GAIN WILD-TYPE     32     49     63     46
D21V9, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                1                 32
  CLUS_2               11                 49
  CLUS_3                4                 63
  CLUS_4                3                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED        3      6      9      1
  11P GAIN WILD-TYPE     47     64     45     34
D21V10, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                3                 47
  CLUS_2                6                 64
  CLUS_3                9                 45
  CLUS_4                1                 34

Clustering(22) Variable = 11Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11Q GAIN MUTATED        6      5      4      3      2      2      2      5
  11Q GAIN WILD-TYPE     12     74     19     11     36     23     12      5
D22V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        7     14      8
  11Q GAIN WILD-TYPE     74     74     44
D22V2, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                7                 74
  CLUS_2               14                 74
  CLUS_3                8                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q GAIN MUTATED        4      1      5      0      5
  11Q GAIN WILD-TYPE     33     28     29      5     14
D22V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED        4      6      3      2
  11Q GAIN WILD-TYPE     37     11     20     41
D22V4, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                4                 37
  CLUS_2                6                 11
  CLUS_3                3                 20
  CLUS_4                2                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED        2     15      5      7
  11Q GAIN WILD-TYPE     31     48     40     72
D22V5, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                2                 31
  CLUS_2               15                 48
  CLUS_3                5                 40
  CLUS_4                7                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        6      6     17
  11Q GAIN WILD-TYPE     87     33     71
D22V6, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                6                 87
  CLUS_2                6                 33
  CLUS_3               17                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        5     15      6
  11Q GAIN WILD-TYPE     42     82     59
D22V7, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                5                 42
  CLUS_2               15                 82
  CLUS_3                6                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED       19      1      6
  11Q GAIN WILD-TYPE    126     15     42
D22V8, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1               19                126
  CLUS_2                1                 15
  CLUS_3                6                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED        4     13      4      5
  11Q GAIN WILD-TYPE     29     47     63     44
D22V9, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                4                 29
  CLUS_2               13                 47
  CLUS_3                4                 63
  CLUS_4                5                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED        5      7     10      4
  11Q GAIN WILD-TYPE     45     63     44     31
D22V10, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                5                 45
  CLUS_2                7                 63
  CLUS_3               10                 44
  CLUS_4                4                 31

Clustering(23) Variable = 12P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12P GAIN MUTATED       11     11      5      8     16      9      2      5
  12P GAIN WILD-TYPE      7     68     18      6     22     16     12      5
D23V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       29     28     10
  12P GAIN WILD-TYPE     52     60     42
D23V2, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               29                 52
  CLUS_2               28                 60
  CLUS_3               10                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P GAIN MUTATED       12      6     12      1      6
  12P GAIN WILD-TYPE     25     23     22      4     13
D23V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED       15      6      6     10
  12P GAIN WILD-TYPE     26     11     17     33
D23V4, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               15                 26
  CLUS_2                6                 11
  CLUS_3                6                 17
  CLUS_4               10                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED       15     20     11     21
  12P GAIN WILD-TYPE     18     43     34     58
D23V5, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               15                 18
  CLUS_2               20                 43
  CLUS_3               11                 34
  CLUS_4               21                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       31      9     27
  12P GAIN WILD-TYPE     62     30     61
D23V6, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               31                 62
  CLUS_2                9                 30
  CLUS_3               27                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       16     33     17
  12P GAIN WILD-TYPE     31     64     48
D23V7, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               16                 31
  CLUS_2               33                 64
  CLUS_3               17                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       47      1     18
  12P GAIN WILD-TYPE     98     15     30
D23V8, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               47                 98
  CLUS_2                1                 15
  CLUS_3               18                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED       12     19     23     12
  12P GAIN WILD-TYPE     21     41     44     37
D23V9, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               12                 21
  CLUS_2               19                 41
  CLUS_3               23                 44
  CLUS_4               12                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED       10     24     16     16
  12P GAIN WILD-TYPE     40     46     38     19
D23V10, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               10                 40
  CLUS_2               24                 46
  CLUS_3               16                 38
  CLUS_4               16                 19

Clustering(24) Variable = 12Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12Q GAIN MUTATED        9      8      4      4     13      3      4      4
  12Q GAIN WILD-TYPE      9     71     19     10     25     22     10      6
D24V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       24     17      8
  12Q GAIN WILD-TYPE     57     71     44
D24V2, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               24                 57
  CLUS_2               17                 71
  CLUS_3                8                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q GAIN MUTATED       13      2     10      1      4
  12Q GAIN WILD-TYPE     24     27     24      4     15
D24V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED       16      5      4      5
  12Q GAIN WILD-TYPE     25     12     19     38
D24V4, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               16                 25
  CLUS_2                5                 12
  CLUS_3                4                 19
  CLUS_4                5                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED       12     11      8     18
  12Q GAIN WILD-TYPE     21     52     37     61
D24V5, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               12                 21
  CLUS_2               11                 52
  CLUS_3                8                 37
  CLUS_4               18                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       25      9     15
  12Q GAIN WILD-TYPE     68     30     73
D24V6, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               25                 68
  CLUS_2                9                 30
  CLUS_3               15                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       15     21     12
  12Q GAIN WILD-TYPE     32     76     53
D24V7, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               15                 32
  CLUS_2               21                 76
  CLUS_3               12                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       29      3     16
  12Q GAIN WILD-TYPE    116     13     32
D24V8, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               29                116
  CLUS_2                3                 13
  CLUS_3               16                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED       10     10     18     10
  12Q GAIN WILD-TYPE     23     50     49     39
D24V9, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               10                 23
  CLUS_2               10                 50
  CLUS_3               18                 49
  CLUS_4               10                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED        9     15     11     13
  12Q GAIN WILD-TYPE     41     55     43     22
D24V10, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                9                 41
  CLUS_2               15                 55
  CLUS_3               11                 43
  CLUS_4               13                 22

Clustering(25) Variable = 13Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  13Q GAIN MUTATED        3     17      9      3      6     10      6      3
  13Q GAIN WILD-TYPE     15     62     14     11     32     15      8      7
D25V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       23     21     13
  13Q GAIN WILD-TYPE     58     67     39
D25V2, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               23                 58
  CLUS_2               21                 67
  CLUS_3               13                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q GAIN MUTATED       12      7      9      1      5
  13Q GAIN WILD-TYPE     25     22     25      4     14
D25V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED       10      5      7     12
  13Q GAIN WILD-TYPE     31     12     16     31
D25V4, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               10                 31
  CLUS_2                5                 12
  CLUS_3                7                 16
  CLUS_4               12                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED       11     11     15     20
  13Q GAIN WILD-TYPE     22     52     30     59
D25V5, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               11                 22
  CLUS_2               11                 52
  CLUS_3               15                 30
  CLUS_4               20                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       24     12     21
  13Q GAIN WILD-TYPE     69     27     67
D25V6, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               24                 69
  CLUS_2               12                 27
  CLUS_3               21                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       12     22     18
  13Q GAIN WILD-TYPE     35     75     47
D25V7, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               12                 35
  CLUS_2               22                 75
  CLUS_3               18                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED       33      5     14
  13Q GAIN WILD-TYPE    112     11     34
D25V8, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               33                112
  CLUS_2                5                 11
  CLUS_3               14                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED        8     12     19     13
  13Q GAIN WILD-TYPE     25     48     48     36
D25V9, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                8                 25
  CLUS_2               12                 48
  CLUS_3               19                 48
  CLUS_4               13                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED       15     17      8     12
  13Q GAIN WILD-TYPE     35     53     46     23
D25V10, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1               15                 35
  CLUS_2               17                 53
  CLUS_3                8                 46
  CLUS_4               12                 23

Clustering(26) Variable = 14Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  14Q GAIN MUTATED        8      6      6      1      6      5      2      3
  14Q GAIN WILD-TYPE     10     73     17     13     32     20     12      7
D26V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       16     17      4
  14Q GAIN WILD-TYPE     65     71     48
D26V2, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               16                 65
  CLUS_2               17                 71
  CLUS_3                4                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q GAIN MUTATED        4      7      8      0      5
  14Q GAIN WILD-TYPE     33     22     26      5     14
D26V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED        5      4      5     10
  14Q GAIN WILD-TYPE     36     13     18     33
D26V4, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                5                 36
  CLUS_2                4                 13
  CLUS_3                5                 18
  CLUS_4               10                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED        9     16      5      7
  14Q GAIN WILD-TYPE     24     47     40     72
D26V5, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                9                 24
  CLUS_2               16                 47
  CLUS_3                5                 40
  CLUS_4                7                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       14      3     20
  14Q GAIN WILD-TYPE     79     36     68
D26V6, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               14                 79
  CLUS_2                3                 36
  CLUS_3               20                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        7     17     12
  14Q GAIN WILD-TYPE     40     80     53
D26V7, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                7                 40
  CLUS_2               17                 80
  CLUS_3               12                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       27      2      7
  14Q GAIN WILD-TYPE    118     14     41
D26V8, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               27                118
  CLUS_2                2                 14
  CLUS_3                7                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED        4     16      9      7
  14Q GAIN WILD-TYPE     29     44     58     42
D26V9, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                4                 29
  CLUS_2               16                 44
  CLUS_3                9                 58
  CLUS_4                7                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED        6     15     11      4
  14Q GAIN WILD-TYPE     44     55     43     31
D26V10, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                6                 44
  CLUS_2               15                 55
  CLUS_3               11                 43
  CLUS_4                4                 31

Clustering(27) Variable = 15Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  15Q GAIN MUTATED        1     11      0      2      3      1      1      3
  15Q GAIN WILD-TYPE     17     68     23     12     35     24     13      7
D27V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        8      5      9
  15Q GAIN WILD-TYPE     73     83     43
D27V2, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                8                 73
  CLUS_2                5                 83
  CLUS_3                9                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q GAIN MUTATED        6      2      4      0      1
  15Q GAIN WILD-TYPE     31     27     30      5     18
D27V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED        7      2      1      3
  15Q GAIN WILD-TYPE     34     15     22     40
D27V4, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                7                 34
  CLUS_2                2                 15
  CLUS_3                1                 22
  CLUS_4                3                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED        1      5      7      9
  15Q GAIN WILD-TYPE     32     58     38     70
D27V5, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                1                 32
  CLUS_2                5                 58
  CLUS_3                7                 38
  CLUS_4                9                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        9      7      6
  15Q GAIN WILD-TYPE     84     32     82
D27V6, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                9                 84
  CLUS_2                7                 32
  CLUS_3                6                 82
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        5     13      3
  15Q GAIN WILD-TYPE     42     84     62
D27V7, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                5                 42
  CLUS_2               13                 84
  CLUS_3                3                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED       15      2      4
  15Q GAIN WILD-TYPE    130     14     44
D27V8, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1               15                130
  CLUS_2                2                 14
  CLUS_3                4                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED        4      5      8      4
  15Q GAIN WILD-TYPE     29     55     59     45
D27V9, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                4                 29
  CLUS_2                5                 55
  CLUS_3                8                 59
  CLUS_4                4                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED        4      8      5      4
  15Q GAIN WILD-TYPE     46     62     49     31
D27V10, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                4                 46
  CLUS_2                8                 62
  CLUS_3                5                 49
  CLUS_4                4                 31

Clustering(28) Variable = 16P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16P GAIN MUTATED        4     11      4      5      4      4      2      5
  16P GAIN WILD-TYPE     14     68     19      9     34     21     12      5
D28V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       15     15      9
  16P GAIN WILD-TYPE     66     73     43
D28V2, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               15                 66
  CLUS_2               15                 73
  CLUS_3                9                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P GAIN MUTATED        4      5     10      0      3
  16P GAIN WILD-TYPE     33     24     24      5     16
D28V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED        4      3      4     11
  16P GAIN WILD-TYPE     37     14     19     32
D28V4, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                4                 37
  CLUS_2                3                 14
  CLUS_3                4                 19
  CLUS_4               11                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED        8     10      9     12
  16P GAIN WILD-TYPE     25     53     36     67
D28V5, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                8                 25
  CLUS_2               10                 53
  CLUS_3                9                 36
  CLUS_4               12                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       15     12     12
  16P GAIN WILD-TYPE     78     27     76
D28V6, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               15                 78
  CLUS_2               12                 27
  CLUS_3               12                 76
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        9     15     10
  16P GAIN WILD-TYPE     38     82     55
D28V7, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                9                 38
  CLUS_2               15                 82
  CLUS_3               10                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       23      4      7
  16P GAIN WILD-TYPE    122     12     41
D28V8, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               23                122
  CLUS_2                4                 12
  CLUS_3                7                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED        7     10      9      8
  16P GAIN WILD-TYPE     26     50     58     41
D28V9, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                7                 26
  CLUS_2               10                 50
  CLUS_3                9                 58
  CLUS_4                8                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED        8     13      7      6
  16P GAIN WILD-TYPE     42     57     47     29
D28V10, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                8                 42
  CLUS_2               13                 57
  CLUS_3                7                 47
  CLUS_4                6                 29

Clustering(29) Variable = 16Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16Q GAIN MUTATED        4     11      6      6      8      6      2      5
  16Q GAIN WILD-TYPE     14     68     17      8     30     19     12      5
D29V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       17     21     10
  16Q GAIN WILD-TYPE     64     67     42
D29V2, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               17                 64
  CLUS_2               21                 67
  CLUS_3               10                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q GAIN MUTATED        7      4     13      0      4
  16Q GAIN WILD-TYPE     30     25     21      5     15
D29V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED        6      4      7     11
  16Q GAIN WILD-TYPE     35     13     16     32
D29V4, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                6                 35
  CLUS_2                4                 13
  CLUS_3                7                 16
  CLUS_4               11                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED        9     14     11     14
  16Q GAIN WILD-TYPE     24     49     34     65
D29V5, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                9                 24
  CLUS_2               14                 49
  CLUS_3               11                 34
  CLUS_4               14                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       17     13     18
  16Q GAIN WILD-TYPE     76     26     70
D29V6, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               17                 76
  CLUS_2               13                 26
  CLUS_3               18                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       12     18     13
  16Q GAIN WILD-TYPE     35     79     52
D29V7, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               12                 35
  CLUS_2               18                 79
  CLUS_3               13                 52
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED       28      5     10
  16Q GAIN WILD-TYPE    117     11     38
D29V8, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               28                117
  CLUS_2                5                 11
  CLUS_3               10                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED        7     15     11     10
  16Q GAIN WILD-TYPE     26     45     56     39
D29V9, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                7                 26
  CLUS_2               15                 45
  CLUS_3               11                 56
  CLUS_4               10                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED       10     13     12      8
  16Q GAIN WILD-TYPE     40     57     42     27
D29V10, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1               10                 40
  CLUS_2               13                 57
  CLUS_3               12                 42
  CLUS_4                8                 27

Clustering(30) Variable = 17P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17P GAIN MUTATED        6      4      7      1      7      4      3      0
  17P GAIN WILD-TYPE     12     75     16     13     31     21     11     10
D30V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       14     15      3
  17P GAIN WILD-TYPE     67     73     49
D30V2, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               14                 67
  CLUS_2               15                 73
  CLUS_3                3                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P GAIN MUTATED        5      7      5      0      5
  17P GAIN WILD-TYPE     32     22     29      5     14
D30V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P GAIN MUTATED        5      4      3     10
  17P GAIN WILD-TYPE     36     13     20     33
D30V4, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                5                 36
  CLUS_2                4                 13
  CLUS_3                3                 20
  CLUS_4               10                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P GAIN MUTATED        7      8      7     10
  17P GAIN WILD-TYPE     26     55     38     69
D30V5, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                7                 26
  CLUS_2                8                 55
  CLUS_3                7                 38
  CLUS_4               10                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       13      4     15
  17P GAIN WILD-TYPE     80     35     73
D30V6, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               13                 80
  CLUS_2                4                 35
  CLUS_3               15                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       15      8      7
  17P GAIN WILD-TYPE     32     89     58
D30V7, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               15                 32
  CLUS_2                8                 89
  CLUS_3                7                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       13      1     16
  17P GAIN WILD-TYPE    132     15     32
D30V8, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               13                132
  CLUS_2                1                 15
  CLUS_3               16                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P GAIN MUTATED       10      9      6      5
  17P GAIN WILD-TYPE     23     51     61     44
D30V9, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               10                 23
  CLUS_2                9                 51
  CLUS_3                6                 61
  CLUS_4                5                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P GAIN MUTATED        6      6      6     12
  17P GAIN WILD-TYPE     44     64     48     23
D30V10, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                6                 44
  CLUS_2                6                 64
  CLUS_3                6                 48
  CLUS_4               12                 23

Clustering(31) Variable = 17Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17Q GAIN MUTATED       10     17      9      4     17      9      6      5
  17Q GAIN WILD-TYPE      8     62     14     10     21     16      8      5
D31V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       38     28     11
  17Q GAIN WILD-TYPE     43     60     41
D31V2, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               38                 43
  CLUS_2               28                 60
  CLUS_3               11                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q GAIN MUTATED       17     10     12      0      7
  17Q GAIN WILD-TYPE     20     19     22      5     12
D31V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED       18      7      7     14
  17Q GAIN WILD-TYPE     23     10     16     29
D31V4, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               18                 23
  CLUS_2                7                 10
  CLUS_3                7                 16
  CLUS_4               14                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED       15     18     13     31
  17Q GAIN WILD-TYPE     18     45     32     48
D31V5, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               15                 18
  CLUS_2               18                 45
  CLUS_3               13                 32
  CLUS_4               31                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       39     11     27
  17Q GAIN WILD-TYPE     54     28     61
D31V6, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               39                 54
  CLUS_2               11                 28
  CLUS_3               27                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       24     31     17
  17Q GAIN WILD-TYPE     23     66     48
D31V7, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               24                 23
  CLUS_2               31                 66
  CLUS_3               17                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       46      2     24
  17Q GAIN WILD-TYPE     99     14     24
D31V8, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               46                 99
  CLUS_2                2                 14
  CLUS_3               24                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED       19     19     21     13
  17Q GAIN WILD-TYPE     14     41     46     36
D31V9, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               19                 14
  CLUS_2               19                 41
  CLUS_3               21                 46
  CLUS_4               13                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED       13     23     16     20
  17Q GAIN WILD-TYPE     37     47     38     15
D31V10, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               13                 37
  CLUS_2               23                 47
  CLUS_3               16                 38
  CLUS_4               20                 15

Clustering(32) Variable = 18P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18P GAIN MUTATED        5      4     14      6     17     12      7      2
  18P GAIN WILD-TYPE     13     75      9      8     21     13      7      8
D32V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       32     30      5
  18P GAIN WILD-TYPE     49     58     47
D32V2, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               32                 49
  CLUS_2               30                 58
  CLUS_3                5                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P GAIN MUTATED       10      7     11      1      6
  18P GAIN WILD-TYPE     27     22     23      4     13
D32V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED       11      5      5     14
  18P GAIN WILD-TYPE     30     12     18     29
D32V4, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               11                 30
  CLUS_2                5                 12
  CLUS_3                5                 18
  CLUS_4               14                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED       18     24     12     13
  18P GAIN WILD-TYPE     15     39     33     66
D32V5, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               18                 15
  CLUS_2               24                 39
  CLUS_3               12                 33
  CLUS_4               13                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       25      9     33
  18P GAIN WILD-TYPE     68     30     55
D32V6, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               25                 68
  CLUS_2                9                 30
  CLUS_3               33                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       13     33     17
  18P GAIN WILD-TYPE     34     64     48
D32V7, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               13                 34
  CLUS_2               33                 64
  CLUS_3               17                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       44      2     17
  18P GAIN WILD-TYPE    101     14     31
D32V8, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               44                101
  CLUS_2                2                 14
  CLUS_3               17                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED        9     24     19     11
  18P GAIN WILD-TYPE     24     36     48     38
D32V9, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                9                 24
  CLUS_2               24                 36
  CLUS_3               19                 48
  CLUS_4               11                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED        9     20     22     12
  18P GAIN WILD-TYPE     41     50     32     23
D32V10, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                9                 41
  CLUS_2               20                 50
  CLUS_3               22                 32
  CLUS_4               12                 23

Clustering(33) Variable = 18Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18Q GAIN MUTATED        3      5      7      4      7      2      4      0
  18Q GAIN WILD-TYPE     15     74     16     10     31     23     10     10
D33V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       16     13      3
  18Q GAIN WILD-TYPE     65     75     49
D33V2, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               16                 65
  CLUS_2               13                 75
  CLUS_3                3                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q GAIN MUTATED        1      3      7      1      3
  18Q GAIN WILD-TYPE     36     26     27      4     16
D33V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        2      1      4      8
  18Q GAIN WILD-TYPE     39     16     19     35
D33V4, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                2                 39
  CLUS_2                1                 16
  CLUS_3                4                 19
  CLUS_4                8                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        9     10      9      4
  18Q GAIN WILD-TYPE     24     53     36     75
D33V5, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                9                 24
  CLUS_2               10                 53
  CLUS_3                9                 36
  CLUS_4                4                 75
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       11      6     15
  18Q GAIN WILD-TYPE     82     33     73
D33V6, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               11                 82
  CLUS_2                6                 33
  CLUS_3               15                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        2     17     11
  18Q GAIN WILD-TYPE     45     80     54
D33V7, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                2                 45
  CLUS_2               17                 80
  CLUS_3               11                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED       25      1      4
  18Q GAIN WILD-TYPE    120     15     44
D33V8, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1               25                120
  CLUS_2                1                 15
  CLUS_3                4                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        2     12      9      7
  18Q GAIN WILD-TYPE     31     48     58     42
D33V9, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                2                 31
  CLUS_2               12                 48
  CLUS_3                9                 58
  CLUS_4                7                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        6     12      9      3
  18Q GAIN WILD-TYPE     44     58     45     32
D33V10, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                6                 44
  CLUS_2               12                 58
  CLUS_3                9                 45
  CLUS_4                3                 32

Clustering(34) Variable = 19P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19P GAIN MUTATED        3      9      4      6     11      5      5      1
  19P GAIN WILD-TYPE     15     70     19      8     27     20      9      9
D34V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       22     11     11
  19P GAIN WILD-TYPE     59     77     41
D34V2, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               22                 59
  CLUS_2               11                 77
  CLUS_3               11                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P GAIN MUTATED        9      4      8      0      2
  19P GAIN WILD-TYPE     28     25     26      5     17
D34V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        9      2      5      7
  19P GAIN WILD-TYPE     32     15     18     36
D34V4, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                9                 32
  CLUS_2                2                 15
  CLUS_3                5                 18
  CLUS_4                7                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        8      6     10     20
  19P GAIN WILD-TYPE     25     57     35     59
D34V5, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                8                 25
  CLUS_2                6                 57
  CLUS_3               10                 35
  CLUS_4               20                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       26      9      9
  19P GAIN WILD-TYPE     67     30     79
D34V6, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               26                 67
  CLUS_2                9                 30
  CLUS_3                9                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       12     15     10
  19P GAIN WILD-TYPE     35     82     55
D34V7, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               12                 35
  CLUS_2               15                 82
  CLUS_3               10                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED       22      3     12
  19P GAIN WILD-TYPE    123     13     36
D34V8, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1               22                123
  CLUS_2                3                 13
  CLUS_3               12                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        9      8     14      6
  19P GAIN WILD-TYPE     24     52     53     43
D34V9, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                9                 24
  CLUS_2                8                 52
  CLUS_3               14                 53
  CLUS_4                6                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        6     13      7     11
  19P GAIN WILD-TYPE     44     57     47     24
D34V10, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                6                 44
  CLUS_2               13                 57
  CLUS_3                7                 47
  CLUS_4               11                 24

Clustering(35) Variable = 19Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19Q GAIN MUTATED        5     13      4      8     22     12      8      3
  19Q GAIN WILD-TYPE     13     66     19      6     16     13      6      7
D35V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       39     22     14
  19Q GAIN WILD-TYPE     42     66     38
D35V2, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               39                 42
  CLUS_2               22                 66
  CLUS_3               14                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q GAIN MUTATED       15      7     15      1      5
  19Q GAIN WILD-TYPE     22     22     19      4     14
D35V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED       16      5      9     13
  19Q GAIN WILD-TYPE     25     12     14     30
D35V4, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               16                 25
  CLUS_2                5                 12
  CLUS_3                9                 14
  CLUS_4               13                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED       13     18     15     29
  19Q GAIN WILD-TYPE     20     45     30     50
D35V5, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               13                 20
  CLUS_2               18                 45
  CLUS_3               15                 30
  CLUS_4               29                 50
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       37     16     22
  19Q GAIN WILD-TYPE     56     23     66
D35V6, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               37                 56
  CLUS_2               16                 23
  CLUS_3               22                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       20     29     19
  19Q GAIN WILD-TYPE     27     68     46
D35V7, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               20                 27
  CLUS_2               29                 68
  CLUS_3               19                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED       41      6     21
  19Q GAIN WILD-TYPE    104     10     27
D35V8, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               41                104
  CLUS_2                6                 10
  CLUS_3               21                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED       14     17     23     14
  19Q GAIN WILD-TYPE     19     43     44     35
D35V9, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               14                 19
  CLUS_2               17                 43
  CLUS_3               23                 44
  CLUS_4               14                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED       13     24     15     16
  19Q GAIN WILD-TYPE     37     46     39     19
D35V10, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1               13                 37
  CLUS_2               24                 46
  CLUS_3               15                 39
  CLUS_4               16                 19

Clustering(36) Variable = 20P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20P GAIN MUTATED       11     27     16      8     20     16      8      8
  20P GAIN WILD-TYPE      7     52      7      6     18      9      6      2
D36V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       50     44     20
  20P GAIN WILD-TYPE     31     44     32
D36V2, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               50                 31
  CLUS_2               44                 44
  CLUS_3               20                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P GAIN MUTATED       19     18     19      2     10
  20P GAIN WILD-TYPE     18     11     15      3      9
D36V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED       16     10     11     31
  20P GAIN WILD-TYPE     25      7     12     12
D36V4, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               16                 25
  CLUS_2               10                  7
  CLUS_3               11                 12
  CLUS_4               31                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED       19     32     26     37
  20P GAIN WILD-TYPE     14     31     19     42
D36V5, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               19                 14
  CLUS_2               32                 31
  CLUS_3               26                 19
  CLUS_4               37                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       41     27     46
  20P GAIN WILD-TYPE     52     12     42
D36V6, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               41                 52
  CLUS_2               27                 12
  CLUS_3               46                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       27     43     38
  20P GAIN WILD-TYPE     20     54     27
D36V7, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               27                 20
  CLUS_2               43                 54
  CLUS_3               38                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       67     12     29
  20P GAIN WILD-TYPE     78      4     19
D36V8, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               67                 78
  CLUS_2               12                  4
  CLUS_3               29                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED       21     32     25     30
  20P GAIN WILD-TYPE     12     28     42     19
D36V9, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               21                 12
  CLUS_2               32                 28
  CLUS_3               25                 42
  CLUS_4               30                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED       30     31     24     23
  20P GAIN WILD-TYPE     20     39     30     12
D36V10, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               30                 20
  CLUS_2               31                 39
  CLUS_3               24                 30
  CLUS_4               23                 12

Clustering(37) Variable = 20Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20Q GAIN MUTATED       14     30     15      9     25     17      8      9
  20Q GAIN WILD-TYPE      4     49      8      5     13      8      6      1
D37V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       56     47     24
  20Q GAIN WILD-TYPE     25     41     28
D37V2, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               56                 25
  CLUS_2               47                 41
  CLUS_3               24                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q GAIN MUTATED       21     15     22      2     12
  20Q GAIN WILD-TYPE     16     14     12      3      7
D37V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED       19     13     12     28
  20Q GAIN WILD-TYPE     22      4     11     15
D37V4, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               19                 22
  CLUS_2               13                  4
  CLUS_3               12                 11
  CLUS_4               28                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED       21     37     26     43
  20Q GAIN WILD-TYPE     12     26     19     36
D37V5, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               21                 12
  CLUS_2               37                 26
  CLUS_3               26                 19
  CLUS_4               43                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       50     27     50
  20Q GAIN WILD-TYPE     43     12     38
D37V6, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               50                 43
  CLUS_2               27                 12
  CLUS_3               50                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       32     52     37
  20Q GAIN WILD-TYPE     15     45     28
D37V7, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               32                 15
  CLUS_2               52                 45
  CLUS_3               37                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       76     11     34
  20Q GAIN WILD-TYPE     69      5     14
D37V8, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               76                 69
  CLUS_2               11                  5
  CLUS_3               34                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED       25     36     31     29
  20Q GAIN WILD-TYPE      8     24     36     20
D37V9, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               25                  8
  CLUS_2               36                 24
  CLUS_3               31                 36
  CLUS_4               29                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED       29     37     29     26
  20Q GAIN WILD-TYPE     21     33     25      9
D37V10, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               29                 21
  CLUS_2               37                 33
  CLUS_3               29                 25
  CLUS_4               26                  9

Clustering(38) Variable = 21Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  21Q GAIN MUTATED        7      8      8      8     13     13      6      4
  21Q GAIN WILD-TYPE     11     71     15      6     25     12      8      6
D38V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       32     26      9
  21Q GAIN WILD-TYPE     49     62     43
D38V2, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               32                 49
  CLUS_2               26                 62
  CLUS_3                9                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q GAIN MUTATED       15      9      9      1      8
  21Q GAIN WILD-TYPE     22     20     25      4     11
D38V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q GAIN MUTATED       13      8      6     15
  21Q GAIN WILD-TYPE     28      9     17     28
D38V4, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               13                 28
  CLUS_2                8                  9
  CLUS_3                6                 17
  CLUS_4               15                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q GAIN MUTATED       15     16     13     23
  21Q GAIN WILD-TYPE     18     47     32     56
D38V5, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               15                 18
  CLUS_2               16                 47
  CLUS_3               13                 32
  CLUS_4               23                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       32     14     21
  21Q GAIN WILD-TYPE     61     25     67
D38V6, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               32                 61
  CLUS_2               14                 25
  CLUS_3               21                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       26     21     16
  21Q GAIN WILD-TYPE     21     76     49
D38V7, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               26                 21
  CLUS_2               21                 76
  CLUS_3               16                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED       30      7     26
  21Q GAIN WILD-TYPE    115      9     22
D38V8, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               30                115
  CLUS_2                7                  9
  CLUS_3               26                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q GAIN MUTATED       16     14     19     14
  21Q GAIN WILD-TYPE     17     46     48     35
D38V9, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               16                 17
  CLUS_2               14                 46
  CLUS_3               19                 48
  CLUS_4               14                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q GAIN MUTATED       14     16     13     20
  21Q GAIN WILD-TYPE     36     54     41     15
D38V10, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1               14                 36
  CLUS_2               16                 54
  CLUS_3               13                 41
  CLUS_4               20                 15

Clustering(39) Variable = 22Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  22Q GAIN MUTATED        7      4      1      2      4      6      4      4
  22Q GAIN WILD-TYPE     11     75     22     12     34     19     10      6
D39V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       19      7      6
  22Q GAIN WILD-TYPE     62     81     46
D39V2, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               19                 62
  CLUS_2                7                 81
  CLUS_3                6                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q GAIN MUTATED        8      4      8      1      1
  22Q GAIN WILD-TYPE     29     25     26      4     18
D39V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED       10      2      4      6
  22Q GAIN WILD-TYPE     31     15     19     37
D39V4, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               10                 31
  CLUS_2                2                 15
  CLUS_3                4                 19
  CLUS_4                6                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED        7      7      3     15
  22Q GAIN WILD-TYPE     26     56     42     64
D39V5, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                7                 26
  CLUS_2                7                 56
  CLUS_3                3                 42
  CLUS_4               15                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       19      4      9
  22Q GAIN WILD-TYPE     74     35     79
D39V6, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               19                 74
  CLUS_2                4                 35
  CLUS_3                9                 79
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        8     19      4
  22Q GAIN WILD-TYPE     39     78     61
D39V7, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                8                 39
  CLUS_2               19                 78
  CLUS_3                4                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       22      1      8
  22Q GAIN WILD-TYPE    123     15     40
D39V8, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               22                123
  CLUS_2                1                 15
  CLUS_3                8                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED        7      6     13      5
  22Q GAIN WILD-TYPE     26     54     54     44
D39V9, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                7                 26
  CLUS_2                6                 54
  CLUS_3               13                 54
  CLUS_4                5                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED        4     13      8      6
  22Q GAIN WILD-TYPE     46     57     46     29
D39V10, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                4                 46
  CLUS_2               13                 57
  CLUS_3                8                 46
  CLUS_4                6                 29

Clustering(40) Variable = XQ GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  XQ GAIN MUTATED        3      5      2      3      5      3      1      1
  XQ GAIN WILD-TYPE     15     74     21     11     33     22     13      9
D40V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       12      5      6
  XQ GAIN WILD-TYPE     69     83     46
D40V2, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              12                69
  CLUS_2               5                83
  CLUS_3               6                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ GAIN MUTATED        7      2      7      0      2
  XQ GAIN WILD-TYPE     30     27     27      5     17
D40V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED        7      2      4      5
  XQ GAIN WILD-TYPE     34     15     19     38
D40V4, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               7                34
  CLUS_2               2                15
  CLUS_3               4                19
  CLUS_4               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED        7      7      1      8
  XQ GAIN WILD-TYPE     26     56     44     71
D40V5, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               7                26
  CLUS_2               7                56
  CLUS_3               1                44
  CLUS_4               8                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       11      3      9
  XQ GAIN WILD-TYPE     82     36     79
D40V6, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              11                82
  CLUS_2               3                36
  CLUS_3               9                79
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        4     12      6
  XQ GAIN WILD-TYPE     43     85     59
D40V7, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               4                43
  CLUS_2              12                85
  CLUS_3               6                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       18      0      4
  XQ GAIN WILD-TYPE    127     16     44
D40V8, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              18               127
  CLUS_2               0                16
  CLUS_3               4                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED        3      8      8      3
  XQ GAIN WILD-TYPE     30     52     59     46
D40V9, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               3                30
  CLUS_2               8                52
  CLUS_3               8                59
  CLUS_4               3                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED        5      9      4      4
  XQ GAIN WILD-TYPE     45     61     50     31
D40V10, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               5                45
  CLUS_2               9                61
  CLUS_3               4                50
  CLUS_4               4                31

Clustering(41) Variable = 1P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1P LOSS MUTATED        3      7      1      3      1      0      0      3
  1P LOSS WILD-TYPE     15     72     22     11     37     25     14      7
D41V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        4      6      8
  1P LOSS WILD-TYPE     77     82     44
D41V2, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               4                77
  CLUS_2               6                82
  CLUS_3               8                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P LOSS MUTATED        1      1      1      1      2
  1P LOSS WILD-TYPE     36     28     33      4     17
D41V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        0      2      1      3
  1P LOSS WILD-TYPE     41     15     22     40
D41V4, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               0                41
  CLUS_2               2                15
  CLUS_3               1                22
  CLUS_4               3                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        1      4      6      7
  1P LOSS WILD-TYPE     32     59     39     72
D41V5, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               1                32
  CLUS_2               4                59
  CLUS_3               6                39
  CLUS_4               7                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        6      7      5
  1P LOSS WILD-TYPE     87     32     83
D41V6, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               6                87
  CLUS_2               7                32
  CLUS_3               5                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        5      7      4
  1P LOSS WILD-TYPE     42     90     61
D41V7, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               5                42
  CLUS_2               7                90
  CLUS_3               4                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        9      3      4
  1P LOSS WILD-TYPE    136     13     44
D41V8, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               9               136
  CLUS_2               3                13
  CLUS_3               4                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        3      3      5      5
  1P LOSS WILD-TYPE     30     57     62     44
D41V9, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               3                30
  CLUS_2               3                57
  CLUS_3               5                62
  CLUS_4               5                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        5      6      2      3
  1P LOSS WILD-TYPE     45     64     52     32
D41V10, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               5                45
  CLUS_2               6                64
  CLUS_3               2                52
  CLUS_4               3                32

Clustering(42) Variable = 1Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1Q LOSS MUTATED        4      6      1      4      2      1      1      1
  1Q LOSS WILD-TYPE     14     73     22     10     36     24     13      9
D42V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        5      7      8
  1Q LOSS WILD-TYPE     76     81     44
D42V2, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               5                76
  CLUS_2               7                81
  CLUS_3               8                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q LOSS MUTATED        1      2      2      1      3
  1Q LOSS WILD-TYPE     36     27     32      4     16
D42V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED        3      1      1      4
  1Q LOSS WILD-TYPE     38     16     22     39
D42V4, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               3                38
  CLUS_2               1                16
  CLUS_3               1                22
  CLUS_4               4                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED        2      5      7      6
  1Q LOSS WILD-TYPE     31     58     38     73
D42V5, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               2                31
  CLUS_2               5                58
  CLUS_3               7                38
  CLUS_4               6                73
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        6      8      6
  1Q LOSS WILD-TYPE     87     31     82
D42V6, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               6                87
  CLUS_2               8                31
  CLUS_3               6                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        4      8      6
  1Q LOSS WILD-TYPE     43     89     59
D42V7, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               4                43
  CLUS_2               8                89
  CLUS_3               6                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED       11      4      3
  1Q LOSS WILD-TYPE    134     12     45
D42V8, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1              11               134
  CLUS_2               4                12
  CLUS_3               3                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED        2      3      6      7
  1Q LOSS WILD-TYPE     31     57     61     42
D42V9, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               2                31
  CLUS_2               3                57
  CLUS_3               6                61
  CLUS_4               7                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED        7      7      2      2
  1Q LOSS WILD-TYPE     43     63     52     33
D42V10, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               7                43
  CLUS_2               7                63
  CLUS_3               2                52
  CLUS_4               2                33

Clustering(43) Variable = 2P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2P LOSS MUTATED        2      4      3      0      6      3      4      1
  2P LOSS WILD-TYPE     16     75     20     14     32     22     10      9
D43V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        7      8      8
  2P LOSS WILD-TYPE     74     80     44
D43V2, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               7                74
  CLUS_2               8                80
  CLUS_3               8                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P LOSS MUTATED        4      4      3      0      3
  2P LOSS WILD-TYPE     33     25     31      5     16
D43V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED        4      3      3      4
  2P LOSS WILD-TYPE     37     14     20     39
D43V4, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               4                37
  CLUS_2               3                14
  CLUS_3               3                20
  CLUS_4               4                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED        5      4      4     10
  2P LOSS WILD-TYPE     28     59     41     69
D43V5, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               5                28
  CLUS_2               4                59
  CLUS_3               4                41
  CLUS_4              10                69
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       13      5      5
  2P LOSS WILD-TYPE     80     34     83
D43V6, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              13                80
  CLUS_2               5                34
  CLUS_3               5                83
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        6     12      4
  2P LOSS WILD-TYPE     41     85     61
D43V7, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               6                41
  CLUS_2              12                85
  CLUS_3               4                61
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED       15      1      6
  2P LOSS WILD-TYPE    130     15     42
D43V8, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1              15               130
  CLUS_2               1                15
  CLUS_3               6                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED        2      5     11      4
  2P LOSS WILD-TYPE     31     55     56     45
D43V9, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               2                31
  CLUS_2               5                55
  CLUS_3              11                56
  CLUS_4               4                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED        4      9      5      4
  2P LOSS WILD-TYPE     46     61     49     31
D43V10, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               4                46
  CLUS_2               9                61
  CLUS_3               5                49
  CLUS_4               4                31

Clustering(44) Variable = 2Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2Q LOSS MUTATED        4      5      7      2     16      6      7      3
  2Q LOSS WILD-TYPE     14     74     16     12     22     19      7      7
D44V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       24     16     10
  2Q LOSS WILD-TYPE     57     72     42
D44V2, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              24                57
  CLUS_2              16                72
  CLUS_3              10                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q LOSS MUTATED        7      8      6      0      5
  2Q LOSS WILD-TYPE     30     21     28      5     14
D44V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED        6      3      8      9
  2Q LOSS WILD-TYPE     35     14     15     34
D44V4, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               6                35
  CLUS_2               3                14
  CLUS_3               8                15
  CLUS_4               9                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED        8      9     10     23
  2Q LOSS WILD-TYPE     25     54     35     56
D44V5, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               8                25
  CLUS_2               9                54
  CLUS_3              10                35
  CLUS_4              23                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       28      9     13
  2Q LOSS WILD-TYPE     65     30     75
D44V6, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              28                65
  CLUS_2               9                30
  CLUS_3              13                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        9     23     15
  2Q LOSS WILD-TYPE     38     74     50
D44V7, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               9                38
  CLUS_2              23                74
  CLUS_3              15                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED       33      4     10
  2Q LOSS WILD-TYPE    112     12     38
D44V8, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1              33               112
  CLUS_2               4                12
  CLUS_3              10                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED        5     11     21     10
  2Q LOSS WILD-TYPE     28     49     46     39
D44V9, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               5                28
  CLUS_2              11                49
  CLUS_3              21                46
  CLUS_4              10                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED        9     21      9      8
  2Q LOSS WILD-TYPE     41     49     45     27
D44V10, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               9                41
  CLUS_2              21                49
  CLUS_3               9                45
  CLUS_4               8                27

Clustering(45) Variable = 3P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3P LOSS MUTATED        3      7      2      2      6      8      0      1
  3P LOSS WILD-TYPE     15     72     21     12     32     17     14      9
D45V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        8     17      4
  3P LOSS WILD-TYPE     73     71     48
D45V2, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               8                73
  CLUS_2              17                71
  CLUS_3               4                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P LOSS MUTATED        1      4     10      0      5
  3P LOSS WILD-TYPE     36     25     24      5     14
D45V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED        2      4      6      8
  3P LOSS WILD-TYPE     39     13     17     35
D45V4, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               2                39
  CLUS_2               4                13
  CLUS_3               6                17
  CLUS_4               8                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED        3     22      0      4
  3P LOSS WILD-TYPE     30     41     45     75
D45V5, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               3                30
  CLUS_2              22                41
  CLUS_3               0                45
  CLUS_4               4                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        7      0     22
  3P LOSS WILD-TYPE     86     39     66
D45V6, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               7                86
  CLUS_2               0                39
  CLUS_3              22                66
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        3     15     10
  3P LOSS WILD-TYPE     44     82     55
D45V7, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               3                44
  CLUS_2              15                82
  CLUS_3              10                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       25      0      3
  3P LOSS WILD-TYPE    120     16     45
D45V8, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              25               120
  CLUS_2               0                16
  CLUS_3               3                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED        2     19      4      3
  3P LOSS WILD-TYPE     31     41     63     46
D45V9, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               2                31
  CLUS_2              19                41
  CLUS_3               4                63
  CLUS_4               3                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED        2      9     16      1
  3P LOSS WILD-TYPE     48     61     38     34
D45V10, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               2                48
  CLUS_2               9                61
  CLUS_3              16                38
  CLUS_4               1                34

Clustering(46) Variable = 3Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3Q LOSS MUTATED        1      4      0      1      2      3      0      0
  3Q LOSS WILD-TYPE     17     75     23     13     36     22     14     10
D46V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        2      7      2
  3Q LOSS WILD-TYPE     79     81     50
D46V2, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               2                79
  CLUS_2               7                81
  CLUS_3               2                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q LOSS MUTATED        0      1      0      0      4
  3Q LOSS WILD-TYPE     37     28     34      5     15
D46V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED        0      3      0      2
  3Q LOSS WILD-TYPE     41     14     23     41
D46V4, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               0                41
  CLUS_2               3                14
  CLUS_3               0                23
  CLUS_4               2                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED        1      8      0      2
  3Q LOSS WILD-TYPE     32     55     45     77
D46V5, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               1                32
  CLUS_2               8                55
  CLUS_3               0                45
  CLUS_4               2                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        3      0      8
  3Q LOSS WILD-TYPE     90     39     80
D46V6, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               3                90
  CLUS_2               0                39
  CLUS_3               8                80
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        1      6      3
  3Q LOSS WILD-TYPE     46     91     62
D46V7, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               1                46
  CLUS_2               6                91
  CLUS_3               3                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        9      0      1
  3Q LOSS WILD-TYPE    136     16     47
D46V8, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               9               136
  CLUS_2               0                16
  CLUS_3               1                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED        1      7      2      0
  3Q LOSS WILD-TYPE     32     53     65     49
D46V9, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               1                32
  CLUS_2               7                53
  CLUS_3               2                65
  CLUS_4               0                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED        0      4      6      0
  3Q LOSS WILD-TYPE     50     66     48     35
D46V10, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               0                50
  CLUS_2               4                66
  CLUS_3               6                48
  CLUS_4               0                35

Clustering(47) Variable = 4P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4P LOSS MUTATED        9     14      7      9     13     14      7      4
  4P LOSS WILD-TYPE      9     65     16      5     25     11      7      6
D47V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       29     33     15
  4P LOSS WILD-TYPE     52     55     37
D47V2, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              29                52
  CLUS_2              33                55
  CLUS_3              15                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P LOSS MUTATED       12     12      9      1      8
  4P LOSS WILD-TYPE     25     17     25      4     11
D47V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED       10      7      9     16
  4P LOSS WILD-TYPE     31     10     14     27
D47V4, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              10                31
  CLUS_2               7                10
  CLUS_3               9                14
  CLUS_4              16                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED       11     28     18     19
  4P LOSS WILD-TYPE     22     35     27     60
D47V5, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              11                22
  CLUS_2              28                35
  CLUS_3              18                27
  CLUS_4              19                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       22     19     35
  4P LOSS WILD-TYPE     71     20     53
D47V6, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              22                71
  CLUS_2              19                20
  CLUS_3              35                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       19     27     29
  4P LOSS WILD-TYPE     28     70     36
D47V7, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              19                28
  CLUS_2              27                70
  CLUS_3              29                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       49      5     21
  4P LOSS WILD-TYPE     96     11     27
D47V8, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              49                96
  CLUS_2               5                11
  CLUS_3              21                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED       13     26     15     21
  4P LOSS WILD-TYPE     20     34     52     28
D47V9, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              13                20
  CLUS_2              26                34
  CLUS_3              15                52
  CLUS_4              21                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED       20     22     20     13
  4P LOSS WILD-TYPE     30     48     34     22
D47V10, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              20                30
  CLUS_2              22                48
  CLUS_3              20                34
  CLUS_4              13                22

Clustering(48) Variable = 4Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4Q LOSS MUTATED       11     13     11      8     16     12      7      2
  4Q LOSS WILD-TYPE      7     66     12      6     22     13      7      8
D48V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       30     36     14
  4Q LOSS WILD-TYPE     51     52     38
D48V2, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              30                51
  CLUS_2              36                52
  CLUS_3              14                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q LOSS MUTATED       11     13      7      1      8
  4Q LOSS WILD-TYPE     26     16     27      4     11
D48V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED        8      6      8     18
  4Q LOSS WILD-TYPE     33     11     15     25
D48V4, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               8                33
  CLUS_2               6                11
  CLUS_3               8                15
  CLUS_4              18                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED       10     29     19     21
  4Q LOSS WILD-TYPE     23     34     26     58
D48V5, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              10                23
  CLUS_2              29                34
  CLUS_3              19                26
  CLUS_4              21                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       25     19     35
  4Q LOSS WILD-TYPE     68     20     53
D48V6, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              25                68
  CLUS_2              19                20
  CLUS_3              35                53
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       20     27     30
  4Q LOSS WILD-TYPE     27     70     35
D48V7, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              20                27
  CLUS_2              27                70
  CLUS_3              30                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       49      6     22
  4Q LOSS WILD-TYPE     96     10     26
D48V8, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              49                96
  CLUS_2               6                10
  CLUS_3              22                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED       13     29     14     21
  4Q LOSS WILD-TYPE     20     31     53     28
D48V9, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              13                20
  CLUS_2              29                31
  CLUS_3              14                53
  CLUS_4              21                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED       20     20     23     14
  4Q LOSS WILD-TYPE     30     50     31     21
D48V10, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              20                30
  CLUS_2              20                50
  CLUS_3              23                31
  CLUS_4              14                21

Clustering(49) Variable = 5P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5P LOSS MUTATED        2      9      4      4      5      5      3      2
  5P LOSS WILD-TYPE     16     70     19     10     33     20     11      8
D49V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       12     15      7
  5P LOSS WILD-TYPE     69     73     45
D49V2, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              12                69
  CLUS_2              15                73
  CLUS_3               7                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P LOSS MUTATED        9      8      3      1      4
  5P LOSS WILD-TYPE     28     21     31      4     15
D49V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED        7      4      3     11
  5P LOSS WILD-TYPE     34     13     20     32
D49V4, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               7                34
  CLUS_2               4                13
  CLUS_3               3                20
  CLUS_4              11                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED        7      6      9     12
  5P LOSS WILD-TYPE     26     57     36     67
D49V5, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               7                26
  CLUS_2               6                57
  CLUS_3               9                36
  CLUS_4              12                67
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       12     11     11
  5P LOSS WILD-TYPE     81     28     77
D49V6, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              12                81
  CLUS_2              11                28
  CLUS_3              11                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        5     16     11
  5P LOSS WILD-TYPE     42     81     54
D49V7, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               5                42
  CLUS_2              16                81
  CLUS_3              11                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED       23      3      6
  5P LOSS WILD-TYPE    122     13     42
D49V8, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1              23               122
  CLUS_2               3                13
  CLUS_3               6                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED        3      8     10     11
  5P LOSS WILD-TYPE     30     52     57     38
D49V9, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               3                30
  CLUS_2               8                52
  CLUS_3              10                57
  CLUS_4              11                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED        9     11      7      5
  5P LOSS WILD-TYPE     41     59     47     30
D49V10, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               9                41
  CLUS_2              11                59
  CLUS_3               7                47
  CLUS_4               5                30

Clustering(50) Variable = 5Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5Q LOSS MUTATED        7     20     12      8     16     13      5      3
  5Q LOSS WILD-TYPE     11     59     11      6     22     12      9      7
D50V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       32     38     14
  5Q LOSS WILD-TYPE     49     50     38
D50V2, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              32                49
  CLUS_2              38                50
  CLUS_3              14                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q LOSS MUTATED       14     13     13      1      9
  5Q LOSS WILD-TYPE     23     16     21      4     10
D50V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED       15      9      6     20
  5Q LOSS WILD-TYPE     26      8     17     23
D50V4, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              15                26
  CLUS_2               9                 8
  CLUS_3               6                17
  CLUS_4              20                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED       14     25     24     20
  5Q LOSS WILD-TYPE     19     38     21     59
D50V5, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              14                19
  CLUS_2              25                38
  CLUS_3              24                21
  CLUS_4              20                59
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       25     25     33
  5Q LOSS WILD-TYPE     68     14     55
D50V6, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              25                68
  CLUS_2              25                14
  CLUS_3              33                55
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       19     34     26
  5Q LOSS WILD-TYPE     28     63     39
D50V7, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              19                28
  CLUS_2              34                63
  CLUS_3              26                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       49     11     19
  5Q LOSS WILD-TYPE     96      5     29
D50V8, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              49                96
  CLUS_2              11                 5
  CLUS_3              19                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED       13     22     20     24
  5Q LOSS WILD-TYPE     20     38     47     25
D50V9, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              13                20
  CLUS_2              22                38
  CLUS_3              20                47
  CLUS_4              24                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED       24     20     20     15
  5Q LOSS WILD-TYPE     26     50     34     20
D50V10, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              24                26
  CLUS_2              20                50
  CLUS_3              20                34
  CLUS_4              15                20

Clustering(51) Variable = 6P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6P LOSS MUTATED        4     10      6      5     16      6      3      4
  6P LOSS WILD-TYPE     14     69     17      9     22     19     11      6
D51V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       30     13     11
  6P LOSS WILD-TYPE     51     75     41
D51V2, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              30                51
  CLUS_2              13                75
  CLUS_3              11                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P LOSS MUTATED       11      7      7      2      4
  6P LOSS WILD-TYPE     26     22     27      3     15
D51V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED        9      3      6     13
  6P LOSS WILD-TYPE     32     14     17     30
D51V4, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               9                32
  CLUS_2               3                14
  CLUS_3               6                17
  CLUS_4              13                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED        7     15     11     21
  6P LOSS WILD-TYPE     26     48     34     58
D51V5, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               7                26
  CLUS_2              15                48
  CLUS_3              11                34
  CLUS_4              21                58
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       26     12     16
  6P LOSS WILD-TYPE     67     27     72
D51V6, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              26                67
  CLUS_2              12                27
  CLUS_3              16                72
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       15     21     17
  6P LOSS WILD-TYPE     32     76     48
D51V7, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              15                32
  CLUS_2              21                76
  CLUS_3              17                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       32      7     14
  6P LOSS WILD-TYPE    113      9     34
D51V8, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              32               113
  CLUS_2               7                 9
  CLUS_3              14                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED       10     12     15     16
  6P LOSS WILD-TYPE     23     48     52     33
D51V9, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              10                23
  CLUS_2              12                48
  CLUS_3              15                52
  CLUS_4              16                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED       13     20      8     12
  6P LOSS WILD-TYPE     37     50     46     23
D51V10, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              13                37
  CLUS_2              20                50
  CLUS_3               8                46
  CLUS_4              12                23

Clustering(52) Variable = 6Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6Q LOSS MUTATED       10     10     10      7     23      7      6      6
  6Q LOSS WILD-TYPE      8     69     13      7     15     18      8      4
D52V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       41     20     18
  6Q LOSS WILD-TYPE     40     68     34
D52V2, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              41                40
  CLUS_2              20                68
  CLUS_3              18                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q LOSS MUTATED       15      9     11      2      5
  6Q LOSS WILD-TYPE     22     20     23      3     14
D52V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED       15      4      6     17
  6Q LOSS WILD-TYPE     26     13     17     26
D52V4, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              15                26
  CLUS_2               4                13
  CLUS_3               6                17
  CLUS_4              17                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED       10     22     20     27
  6Q LOSS WILD-TYPE     23     41     25     52
D52V5, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              10                23
  CLUS_2              22                41
  CLUS_3              20                25
  CLUS_4              27                52
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       35     18     26
  6Q LOSS WILD-TYPE     58     21     62
D52V6, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              35                58
  CLUS_2              18                21
  CLUS_3              26                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       18     33     25
  6Q LOSS WILD-TYPE     29     64     40
D52V7, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              18                29
  CLUS_2              33                64
  CLUS_3              25                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       48     11     17
  6Q LOSS WILD-TYPE     97      5     31
D52V8, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              48                97
  CLUS_2              11                 5
  CLUS_3              17                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED       13     16     22     25
  6Q LOSS WILD-TYPE     20     44     45     24
D52V9, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              13                20
  CLUS_2              16                44
  CLUS_3              22                45
  CLUS_4              25                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED       23     26     12     15
  6Q LOSS WILD-TYPE     27     44     42     20
D52V10, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              23                27
  CLUS_2              26                44
  CLUS_3              12                42
  CLUS_4              15                20

Clustering(53) Variable = 7P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7P LOSS MUTATED        0      3      0      1      2      0      1      1
  7P LOSS WILD-TYPE     18     76     23     13     36     25     13      9
D53V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        3      3      2
  7P LOSS WILD-TYPE     78     85     50
D53V2, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               3                78
  CLUS_2               3                85
  CLUS_3               2                50
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P LOSS MUTATED        0      1      2      0      2
  7P LOSS WILD-TYPE     37     28     32      5     17
D53V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P LOSS MUTATED        1      1      1      2
  7P LOSS WILD-TYPE     40     16     22     41
D53V4, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               1                40
  CLUS_2               1                16
  CLUS_3               1                22
  CLUS_4               2                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P LOSS MUTATED        0      3      3      2
  7P LOSS WILD-TYPE     33     60     42     77
D53V5, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               0                33
  CLUS_2               3                60
  CLUS_3               3                42
  CLUS_4               2                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        2      2      4
  7P LOSS WILD-TYPE     91     37     84
D53V6, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               2                91
  CLUS_2               2                37
  CLUS_3               4                84
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        3      2      3
  7P LOSS WILD-TYPE     44     95     62
D53V7, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               3                44
  CLUS_2               2                95
  CLUS_3               3                62
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        4      2      2
  7P LOSS WILD-TYPE    141     14     46
D53V8, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               4               141
  CLUS_2               2                14
  CLUS_3               2                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P LOSS MUTATED        3      2      1      2
  7P LOSS WILD-TYPE     30     58     66     47
D53V9, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               3                30
  CLUS_2               2                58
  CLUS_3               1                66
  CLUS_4               2                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P LOSS MUTATED        3      2      1      2
  7P LOSS WILD-TYPE     47     68     53     33
D53V10, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               3                47
  CLUS_2               2                68
  CLUS_3               1                53
  CLUS_4               2                33

Clustering(54) Variable = 7Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7Q LOSS MUTATED        2      2      3      0      3      1      1      1
  7Q LOSS WILD-TYPE     16     77     20     14     35     24     13      9
D54V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        5      5      3
  7Q LOSS WILD-TYPE     76     83     49
D54V2, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               5                76
  CLUS_2               5                83
  CLUS_3               3                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q LOSS MUTATED        0      1      3      0      2
  7Q LOSS WILD-TYPE     37     28     31      5     17
D54V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q LOSS MUTATED        1      1      1      3
  7Q LOSS WILD-TYPE     40     16     22     40
D54V4, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               1                40
  CLUS_2               1                16
  CLUS_3               1                22
  CLUS_4               3                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q LOSS MUTATED        2      4      5      2
  7Q LOSS WILD-TYPE     31     59     40     77
D54V5, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               2                31
  CLUS_2               4                59
  CLUS_3               5                40
  CLUS_4               2                77
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        4      3      6
  7Q LOSS WILD-TYPE     89     36     82
D54V6, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               4                89
  CLUS_2               3                36
  CLUS_3               6                82
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        3      3      5
  7Q LOSS WILD-TYPE     44     94     60
D54V7, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               3                44
  CLUS_2               3                94
  CLUS_3               5                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        7      4      0
  7Q LOSS WILD-TYPE    138     12     48
D54V8, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               7               138
  CLUS_2               4                12
  CLUS_3               0                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q LOSS MUTATED        3      3      2      3
  7Q LOSS WILD-TYPE     30     57     65     46
D54V9, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               3                30
  CLUS_2               3                57
  CLUS_3               2                65
  CLUS_4               3                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q LOSS MUTATED        6      2      3      0
  7Q LOSS WILD-TYPE     44     68     51     35
D54V10, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               6                44
  CLUS_2               2                68
  CLUS_3               3                51
  CLUS_4               0                35

Clustering(55) Variable = 8P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8P LOSS MUTATED        9     20     14      8     20     18      9      1
  8P LOSS WILD-TYPE      9     59      9      6     18      7      5      9
D55V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       37     45     17
  8P LOSS WILD-TYPE     44     43     35
D55V2, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              37                44
  CLUS_2              45                43
  CLUS_3              17                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P LOSS MUTATED       13     16     10      3     11
  8P LOSS WILD-TYPE     24     13     24      2      8
D55V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED       14     10      6     23
  8P LOSS WILD-TYPE     27      7     17     20
D55V4, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              14                27
  CLUS_2              10                 7
  CLUS_3               6                17
  CLUS_4              23                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED       17     32     25     25
  8P LOSS WILD-TYPE     16     31     20     54
D55V5, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              17                16
  CLUS_2              32                31
  CLUS_3              25                20
  CLUS_4              25                54
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       34     23     42
  8P LOSS WILD-TYPE     59     16     46
D55V6, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              34                59
  CLUS_2              23                16
  CLUS_3              42                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       26     35     33
  8P LOSS WILD-TYPE     21     62     32
D55V7, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              26                21
  CLUS_2              35                62
  CLUS_3              33                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       58     11     25
  8P LOSS WILD-TYPE     87      5     23
D55V8, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              58                87
  CLUS_2              11                 5
  CLUS_3              25                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED       18     29     20     27
  8P LOSS WILD-TYPE     15     31     47     22
D55V9, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              18                15
  CLUS_2              29                31
  CLUS_3              20                47
  CLUS_4              27                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED       27     23     25     19
  8P LOSS WILD-TYPE     23     47     29     16
D55V10, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              27                23
  CLUS_2              23                47
  CLUS_3              25                29
  CLUS_4              19                16

Clustering(56) Variable = 8Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8Q LOSS MUTATED        1      5      6      3      3      1      2      0
  8Q LOSS WILD-TYPE     17     74     17     11     35     24     12     10
D56V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        9      9      3
  8Q LOSS WILD-TYPE     72     79     49
D56V2, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               9                72
  CLUS_2               9                79
  CLUS_3               3                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q LOSS MUTATED        2      5      2      0      3
  8Q LOSS WILD-TYPE     35     24     32      5     16
D56V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        0      3      2      7
  8Q LOSS WILD-TYPE     41     14     21     36
D56V4, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               0                41
  CLUS_2               3                14
  CLUS_3               2                21
  CLUS_4               7                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        4      5      8      4
  8Q LOSS WILD-TYPE     29     58     37     75
D56V5, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               4                29
  CLUS_2               5                58
  CLUS_3               8                37
  CLUS_4               4                75
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        6      8      7
  8Q LOSS WILD-TYPE     87     31     81
D56V6, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               6                87
  CLUS_2               8                31
  CLUS_3               7                81
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        6      4      9
  8Q LOSS WILD-TYPE     41     93     56
D56V7, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               6                41
  CLUS_2               4                93
  CLUS_3               9                56
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        8      4      7
  8Q LOSS WILD-TYPE    137     12     41
D56V8, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               8               137
  CLUS_2               4                12
  CLUS_3               7                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        5      5      1      8
  8Q LOSS WILD-TYPE     28     55     66     41
D56V9, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               5                28
  CLUS_2               5                55
  CLUS_3               1                66
  CLUS_4               8                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        7      2      4      6
  8Q LOSS WILD-TYPE     43     68     50     29
D56V10, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               7                43
  CLUS_2               2                68
  CLUS_3               4                50
  CLUS_4               6                29

Clustering(57) Variable = 9P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9P LOSS MUTATED        8     32      2      5     26      7      6      7
  9P LOSS WILD-TYPE     10     47     21      9     12     18      8      3
D57V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       38     29     26
  9P LOSS WILD-TYPE     43     59     26
D57V2, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              38                43
  CLUS_2              29                59
  CLUS_3              26                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P LOSS MUTATED       19     12     13      2      4
  9P LOSS WILD-TYPE     18     17     21      3     15
D57V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED       23      4      7     16
  9P LOSS WILD-TYPE     18     13     16     27
D57V4, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              23                18
  CLUS_2               4                13
  CLUS_3               7                16
  CLUS_4              16                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED        9     22     23     39
  9P LOSS WILD-TYPE     24     41     22     40
D57V5, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               9                24
  CLUS_2              22                41
  CLUS_3              23                22
  CLUS_4              39                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       43     22     28
  9P LOSS WILD-TYPE     50     17     60
D57V6, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              43                50
  CLUS_2              22                17
  CLUS_3              28                60
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       23     40     26
  9P LOSS WILD-TYPE     24     57     39
D57V7, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              23                24
  CLUS_2              40                57
  CLUS_3              26                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       59     10     20
  9P LOSS WILD-TYPE     86      6     28
D57V8, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              59                86
  CLUS_2              10                 6
  CLUS_3              20                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED       16     19     32     22
  9P LOSS WILD-TYPE     17     41     35     27
D57V9, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              16                17
  CLUS_2              19                41
  CLUS_3              32                35
  CLUS_4              22                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED       23     35     17     14
  9P LOSS WILD-TYPE     27     35     37     21
D57V10, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              23                27
  CLUS_2              35                35
  CLUS_3              17                37
  CLUS_4              14                21

Clustering(58) Variable = 9Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9Q LOSS MUTATED        8     31      7      4     24      4      3      6
  9Q LOSS WILD-TYPE     10     48     16     10     14     21     11      4
D58V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       36     24     27
  9Q LOSS WILD-TYPE     45     64     25
D58V2, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              36                45
  CLUS_2              24                64
  CLUS_3              27                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q LOSS MUTATED       20     12      8      3      4
  9Q LOSS WILD-TYPE     17     17     26      2     15
D58V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED       23      2      6     16
  9Q LOSS WILD-TYPE     18     15     17     27
D58V4, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              23                18
  CLUS_2               2                15
  CLUS_3               6                17
  CLUS_4              16                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED        9     17     20     41
  9Q LOSS WILD-TYPE     24     46     25     38
D58V5, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               9                24
  CLUS_2              17                46
  CLUS_3              20                25
  CLUS_4              41                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       42     25     20
  9Q LOSS WILD-TYPE     51     14     68
D58V6, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              42                51
  CLUS_2              25                14
  CLUS_3              20                68
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       21     36     25
  9Q LOSS WILD-TYPE     26     61     40
D58V7, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              21                26
  CLUS_2              36                61
  CLUS_3              25                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       54      9     19
  9Q LOSS WILD-TYPE     91      7     29
D58V8, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              54                91
  CLUS_2               9                 7
  CLUS_3              19                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED       16     13     30     23
  9Q LOSS WILD-TYPE     17     47     37     26
D58V9, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              16                17
  CLUS_2              13                47
  CLUS_3              30                37
  CLUS_4              23                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED       24     32     11     15
  9Q LOSS WILD-TYPE     26     38     43     20
D58V10, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              24                26
  CLUS_2              32                38
  CLUS_3              11                43
  CLUS_4              15                20

Clustering(59) Variable = 10P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10P LOSS MUTATED        1      7      5      3     12      8      1      4
  10P LOSS WILD-TYPE     17     72     18     11     26     17     13      6
D59V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       20     16      5
  10P LOSS WILD-TYPE     61     72     47
D59V2, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               20                 61
  CLUS_2               16                 72
  CLUS_3                5                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P LOSS MUTATED        8      5      9      0      4
  10P LOSS WILD-TYPE     29     24     25      5     15
D59V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED        7      4      7      8
  10P LOSS WILD-TYPE     34     13     16     35
D59V4, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                7                 34
  CLUS_2                4                 13
  CLUS_3                7                 16
  CLUS_4                8                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED        8     16      5     12
  10P LOSS WILD-TYPE     25     47     40     67
D59V5, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                8                 25
  CLUS_2               16                 47
  CLUS_3                5                 40
  CLUS_4               12                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       19      3     19
  10P LOSS WILD-TYPE     74     36     69
D59V6, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               19                 74
  CLUS_2                3                 36
  CLUS_3               19                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       11     19     11
  10P LOSS WILD-TYPE     36     78     54
D59V7, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               11                 36
  CLUS_2               19                 78
  CLUS_3               11                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       28      1     12
  10P LOSS WILD-TYPE    117     15     36
D59V8, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               28                117
  CLUS_2                1                 15
  CLUS_3               12                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED        7     17     13      4
  10P LOSS WILD-TYPE     26     43     54     45
D59V9, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                7                 26
  CLUS_2               17                 43
  CLUS_3               13                 54
  CLUS_4                4                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED        4     14     13     10
  10P LOSS WILD-TYPE     46     56     41     25
D59V10, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                4                 46
  CLUS_2               14                 56
  CLUS_3               13                 41
  CLUS_4               10                 25

Clustering(60) Variable = 10Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10Q LOSS MUTATED        7     11      9      7     20     11      6      4
  10Q LOSS WILD-TYPE     11     68     14      7     18     14      8      6
D60V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       39     25     11
  10Q LOSS WILD-TYPE     42     63     41
D60V2, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               39                 42
  CLUS_2               25                 63
  CLUS_3               11                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q LOSS MUTATED       12      9     13      0      8
  10Q LOSS WILD-TYPE     25     20     21      5     11
D60V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED       13      7      8     14
  10Q LOSS WILD-TYPE     28     10     15     29
D60V4, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               13                 28
  CLUS_2                7                 10
  CLUS_3                8                 15
  CLUS_4               14                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED       16     23     11     24
  10Q LOSS WILD-TYPE     17     40     34     55
D60V5, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               16                 17
  CLUS_2               23                 40
  CLUS_3               11                 34
  CLUS_4               24                 55
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       38     10     26
  10Q LOSS WILD-TYPE     55     29     62
D60V6, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               38                 55
  CLUS_2               10                 29
  CLUS_3               26                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       21     34     17
  10Q LOSS WILD-TYPE     26     63     48
D60V7, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               21                 26
  CLUS_2               34                 63
  CLUS_3               17                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       45      7     20
  10Q LOSS WILD-TYPE    100      9     28
D60V8, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               45                100
  CLUS_2                7                  9
  CLUS_3               20                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED       14     21     26     11
  10Q LOSS WILD-TYPE     19     39     41     38
D60V9, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               14                 19
  CLUS_2               21                 39
  CLUS_3               26                 41
  CLUS_4               11                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED       12     24     20     16
  10Q LOSS WILD-TYPE     38     46     34     19
D60V10, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               12                 38
  CLUS_2               24                 46
  CLUS_3               20                 34
  CLUS_4               16                 19

Clustering(61) Variable = 11P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11P LOSS MUTATED       11     16      5      7     26     11      7      6
  11P LOSS WILD-TYPE      7     63     18      7     12     14      7      4
D61V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       45     21     23
  11P LOSS WILD-TYPE     36     67     29
D61V2, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               45                 36
  CLUS_2               21                 67
  CLUS_3               23                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P LOSS MUTATED       20     11     14      1      5
  11P LOSS WILD-TYPE     17     18     20      4     14
D61V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED       19      6     10     16
  11P LOSS WILD-TYPE     22     11     13     27
D61V4, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               19                 22
  CLUS_2                6                 11
  CLUS_3               10                 13
  CLUS_4               16                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED       11     21     16     40
  11P LOSS WILD-TYPE     22     42     29     39
D61V5, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               11                 22
  CLUS_2               21                 42
  CLUS_3               16                 29
  CLUS_4               40                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       46     19     23
  11P LOSS WILD-TYPE     47     20     65
D61V6, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               46                 47
  CLUS_2               19                 20
  CLUS_3               23                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       26     34     22
  11P LOSS WILD-TYPE     21     63     43
D61V7, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               26                 21
  CLUS_2               34                 63
  CLUS_3               22                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       49      9     24
  11P LOSS WILD-TYPE     96      7     24
D61V8, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               49                 96
  CLUS_2                9                  7
  CLUS_3               24                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED       20     15     26     21
  11P LOSS WILD-TYPE     13     45     41     28
D61V9, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               20                 13
  CLUS_2               15                 45
  CLUS_3               26                 41
  CLUS_4               21                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED       19     29     17     17
  11P LOSS WILD-TYPE     31     41     37     18
D61V10, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               19                 31
  CLUS_2               29                 41
  CLUS_3               17                 37
  CLUS_4               17                 18

Clustering(62) Variable = 11Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11Q LOSS MUTATED        8      8      4      5     23     11      6      4
  11Q LOSS WILD-TYPE     10     71     19      9     15     14      8      6
D62V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       38     18     13
  11Q LOSS WILD-TYPE     43     70     39
D62V2, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               38                 43
  CLUS_2               18                 70
  CLUS_3               13                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q LOSS MUTATED       16      6     13      1      2
  11Q LOSS WILD-TYPE     21     23     21      4     17
D62V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED       16      2      9     11
  11Q LOSS WILD-TYPE     25     15     14     32
D62V4, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               16                 25
  CLUS_2                2                 15
  CLUS_3                9                 14
  CLUS_4               11                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED        9     17      9     33
  11Q LOSS WILD-TYPE     24     46     36     46
D62V5, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                9                 24
  CLUS_2               17                 46
  CLUS_3                9                 36
  CLUS_4               33                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       38     10     20
  11Q LOSS WILD-TYPE     55     29     68
D62V6, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               38                 55
  CLUS_2               10                 29
  CLUS_3               20                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       17     28     19
  11Q LOSS WILD-TYPE     30     69     46
D62V7, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               17                 30
  CLUS_2               28                 69
  CLUS_3               19                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       42      6     16
  11Q LOSS WILD-TYPE    103     10     32
D62V8, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               42                103
  CLUS_2                6                 10
  CLUS_3               16                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED       14     15     20     15
  11Q LOSS WILD-TYPE     19     45     47     34
D62V9, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               14                 19
  CLUS_2               15                 45
  CLUS_3               20                 47
  CLUS_4               15                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED       14     25     14     11
  11Q LOSS WILD-TYPE     36     45     40     24
D62V10, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               14                 36
  CLUS_2               25                 45
  CLUS_3               14                 40
  CLUS_4               11                 24

Clustering(63) Variable = 12P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12P LOSS MUTATED        0      5      4      1      4      3      2      2
  12P LOSS WILD-TYPE     18     74     19     13     34     22     12      8
D63V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       10      6      5
  12P LOSS WILD-TYPE     71     82     47
D63V2, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               10                 71
  CLUS_2                6                 82
  CLUS_3                5                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P LOSS MUTATED        3      4      3      0      2
  12P LOSS WILD-TYPE     34     25     31      5     17
D63V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED        2      2      4      4
  12P LOSS WILD-TYPE     39     15     19     39
D63V4, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                2                 39
  CLUS_2                2                 15
  CLUS_3                4                 19
  CLUS_4                4                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED        2      5      6      8
  12P LOSS WILD-TYPE     31     58     39     71
D63V5, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                2                 31
  CLUS_2                5                 58
  CLUS_3                6                 39
  CLUS_4                8                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       10      4      7
  12P LOSS WILD-TYPE     83     35     81
D63V6, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               10                 83
  CLUS_2                4                 35
  CLUS_3                7                 81
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        6      6      7
  12P LOSS WILD-TYPE     41     91     58
D63V7, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                6                 41
  CLUS_2                6                 91
  CLUS_3                7                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED       11      3      5
  12P LOSS WILD-TYPE    134     13     43
D63V8, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1               11                134
  CLUS_2                3                 13
  CLUS_3                5                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED        2      6      7      4
  12P LOSS WILD-TYPE     31     54     60     45
D63V9, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                2                 31
  CLUS_2                6                 54
  CLUS_3                7                 60
  CLUS_4                4                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED        4      7      6      2
  12P LOSS WILD-TYPE     46     63     48     33
D63V10, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                4                 46
  CLUS_2                7                 63
  CLUS_3                6                 48
  CLUS_4                2                 33

Clustering(64) Variable = 12Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12Q LOSS MUTATED        1      7      5      0      4      4      4      3
  12Q LOSS WILD-TYPE     17     72     18     14     34     21     10      7
D64V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       11     12      5
  12Q LOSS WILD-TYPE     70     76     47
D64V2, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               11                 70
  CLUS_2               12                 76
  CLUS_3                5                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q LOSS MUTATED        2      5      2      0      3
  12Q LOSS WILD-TYPE     35     24     32      5     16
D64V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        2      2      2      6
  12Q LOSS WILD-TYPE     39     15     21     37
D64V4, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                2                 39
  CLUS_2                2                 15
  CLUS_3                2                 21
  CLUS_4                6                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        2     10      6     10
  12Q LOSS WILD-TYPE     31     53     39     69
D64V5, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                2                 31
  CLUS_2               10                 53
  CLUS_3                6                 39
  CLUS_4               10                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       11      2     15
  12Q LOSS WILD-TYPE     82     37     73
D64V6, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               11                 82
  CLUS_2                2                 37
  CLUS_3               15                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        7     12      7
  12Q LOSS WILD-TYPE     40     85     58
D64V7, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                7                 40
  CLUS_2               12                 85
  CLUS_3                7                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED       17      1      8
  12Q LOSS WILD-TYPE    128     15     40
D64V8, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1               17                128
  CLUS_2                1                 15
  CLUS_3                8                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        3      9     10      4
  12Q LOSS WILD-TYPE     30     51     57     45
D64V9, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                3                 30
  CLUS_2                9                 51
  CLUS_3               10                 57
  CLUS_4                4                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        3     10     10      3
  12Q LOSS WILD-TYPE     47     60     44     32
D64V10, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                3                 47
  CLUS_2               10                 60
  CLUS_3               10                 44
  CLUS_4                3                 32

Clustering(65) Variable = 13Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  13Q LOSS MUTATED        5      6      5      5     14      6      4      2
  13Q LOSS WILD-TYPE     13     73     18      9     24     19     10      8
D65V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       16     24      7
  13Q LOSS WILD-TYPE     65     64     45
D65V2, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               16                 65
  CLUS_2               24                 64
  CLUS_3                7                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q LOSS MUTATED        7      5     16      0      2
  13Q LOSS WILD-TYPE     30     24     18      5     17
D65V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED       10      2     11      7
  13Q LOSS WILD-TYPE     31     15     12     36
D65V4, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               10                 31
  CLUS_2                2                 15
  CLUS_3               11                 12
  CLUS_4                7                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED       10     21      5     10
  13Q LOSS WILD-TYPE     23     42     40     69
D65V5, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               10                 23
  CLUS_2               21                 42
  CLUS_3                5                 40
  CLUS_4               10                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       19      5     22
  13Q LOSS WILD-TYPE     74     34     66
D65V6, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               19                 74
  CLUS_2                5                 34
  CLUS_3               22                 66
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       12     23     12
  13Q LOSS WILD-TYPE     35     74     53
D65V7, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               12                 35
  CLUS_2               23                 74
  CLUS_3               12                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       32      2     13
  13Q LOSS WILD-TYPE    113     14     35
D65V8, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               32                113
  CLUS_2                2                 14
  CLUS_3               13                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED        8     20     12      7
  13Q LOSS WILD-TYPE     25     40     55     42
D65V9, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                8                 25
  CLUS_2               20                 40
  CLUS_3               12                 55
  CLUS_4                7                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED        5     14     22      6
  13Q LOSS WILD-TYPE     45     56     32     29
D65V10, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                5                 45
  CLUS_2               14                 56
  CLUS_3               22                 32
  CLUS_4                6                 29

Clustering(66) Variable = 14Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  14Q LOSS MUTATED        5     17      1      8     10     11      7      3
  14Q LOSS WILD-TYPE     13     62     22      6     28     14      7      7
D66V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       29     21     12
  14Q LOSS WILD-TYPE     52     67     40
D66V2, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               29                 52
  CLUS_2               21                 67
  CLUS_3               12                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q LOSS MUTATED       12      2      8      2      6
  14Q LOSS WILD-TYPE     25     27     26      3     13
D66V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED       13      7      5      5
  14Q LOSS WILD-TYPE     28     10     18     38
D66V4, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               13                 28
  CLUS_2                7                 10
  CLUS_3                5                 18
  CLUS_4                5                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED       13     12     15     22
  14Q LOSS WILD-TYPE     20     51     30     57
D66V5, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               13                 20
  CLUS_2               12                 51
  CLUS_3               15                 30
  CLUS_4               22                 57
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       30     15     17
  14Q LOSS WILD-TYPE     63     24     71
D66V6, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               30                 63
  CLUS_2               15                 24
  CLUS_3               17                 71
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       21     20     16
  14Q LOSS WILD-TYPE     26     77     49
D66V7, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               21                 26
  CLUS_2               20                 77
  CLUS_3               16                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED       32      6     19
  14Q LOSS WILD-TYPE    113     10     29
D66V8, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               32                113
  CLUS_2                6                 10
  CLUS_3               19                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED       15     11     16     15
  14Q LOSS WILD-TYPE     18     49     51     34
D66V9, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               15                 18
  CLUS_2               11                 49
  CLUS_3               16                 51
  CLUS_4               15                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED       15     17     11     14
  14Q LOSS WILD-TYPE     35     53     43     21
D66V10, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1               15                 35
  CLUS_2               17                 53
  CLUS_3               11                 43
  CLUS_4               14                 21

Clustering(67) Variable = 15Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  15Q LOSS MUTATED        7     10     12      6     16     13      7      3
  15Q LOSS WILD-TYPE     11     69     11      8     22     12      7      7
D67V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       32     35      7
  15Q LOSS WILD-TYPE     49     53     45
D67V2, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               32                 49
  CLUS_2               35                 53
  CLUS_3                7                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q LOSS MUTATED        8      6     12      1     10
  15Q LOSS WILD-TYPE     29     23     22      4      9
D67V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED        8      7      8     14
  15Q LOSS WILD-TYPE     33     10     15     29
D67V4, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                8                 33
  CLUS_2                7                 10
  CLUS_3                8                 15
  CLUS_4               14                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED       16     26     15     16
  15Q LOSS WILD-TYPE     17     37     30     63
D67V5, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               16                 17
  CLUS_2               26                 37
  CLUS_3               15                 30
  CLUS_4               16                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       28      8     37
  15Q LOSS WILD-TYPE     65     31     51
D67V6, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               28                 65
  CLUS_2                8                 31
  CLUS_3               37                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       21     28     22
  15Q LOSS WILD-TYPE     26     69     43
D67V7, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               21                 26
  CLUS_2               28                 69
  CLUS_3               22                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       45      4     22
  15Q LOSS WILD-TYPE    100     12     26
D67V8, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               45                100
  CLUS_2                4                 12
  CLUS_3               22                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED       15     24     17     15
  15Q LOSS WILD-TYPE     18     36     50     34
D67V9, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               15                 18
  CLUS_2               24                 36
  CLUS_3               17                 50
  CLUS_4               15                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED       14     20     22     15
  15Q LOSS WILD-TYPE     36     50     32     20
D67V10, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               14                 36
  CLUS_2               20                 50
  CLUS_3               22                 32
  CLUS_4               15                 20

Clustering(68) Variable = 16P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16P LOSS MUTATED        7      4     12      3     15      9      5      2
  16P LOSS WILD-TYPE     11     75     11     11     23     16      9      8
D68V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       26     25      6
  16P LOSS WILD-TYPE     55     63     46
D68V2, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               26                 55
  CLUS_2               25                 63
  CLUS_3                6                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P LOSS MUTATED        9      6      6      0      6
  16P LOSS WILD-TYPE     28     23     28      5     13
D68V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED        7      5      7      8
  16P LOSS WILD-TYPE     34     12     16     35
D68V4, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                7                 34
  CLUS_2                5                 12
  CLUS_3                7                 16
  CLUS_4                8                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED        9     22     11     15
  16P LOSS WILD-TYPE     24     41     34     64
D68V5, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                9                 24
  CLUS_2               22                 41
  CLUS_3               11                 34
  CLUS_4               15                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       22      8     27
  16P LOSS WILD-TYPE     71     31     61
D68V6, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               22                 71
  CLUS_2                8                 31
  CLUS_3               27                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       13     26     17
  16P LOSS WILD-TYPE     34     71     48
D68V7, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               13                 34
  CLUS_2               26                 71
  CLUS_3               17                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED       35      4     17
  16P LOSS WILD-TYPE    110     12     31
D68V8, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               35                110
  CLUS_2                4                 12
  CLUS_3               17                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED        8     21     15     12
  16P LOSS WILD-TYPE     25     39     52     37
D68V9, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                8                 25
  CLUS_2               21                 39
  CLUS_3               15                 52
  CLUS_4               12                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED       10     15     19     12
  16P LOSS WILD-TYPE     40     55     35     23
D68V10, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1               10                 40
  CLUS_2               15                 55
  CLUS_3               19                 35
  CLUS_4               12                 23

Clustering(69) Variable = 16Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16Q LOSS MUTATED        8      4      8      2     15      8      4      3
  16Q LOSS WILD-TYPE     10     75     15     12     23     17     10      7
D69V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       26     20      6
  16Q LOSS WILD-TYPE     55     68     46
D69V2, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               26                 55
  CLUS_2               20                 68
  CLUS_3                6                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q LOSS MUTATED        7      7      2      0      5
  16Q LOSS WILD-TYPE     30     22     32      5     14
D69V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED        6      4      3      8
  16Q LOSS WILD-TYPE     35     13     20     35
D69V4, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                6                 35
  CLUS_2                4                 13
  CLUS_3                3                 20
  CLUS_4                8                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED       11     16     10     15
  16Q LOSS WILD-TYPE     22     47     35     64
D69V5, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               11                 22
  CLUS_2               16                 47
  CLUS_3               10                 35
  CLUS_4               15                 64
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       23      6     23
  16Q LOSS WILD-TYPE     70     33     65
D69V6, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               23                 70
  CLUS_2                6                 33
  CLUS_3               23                 65
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       13     22     17
  16Q LOSS WILD-TYPE     34     75     48
D69V7, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               13                 34
  CLUS_2               22                 75
  CLUS_3               17                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED       32      3     17
  16Q LOSS WILD-TYPE    113     13     31
D69V8, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1               32                113
  CLUS_2                3                 13
  CLUS_3               17                 31
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED        9     15     16     12
  16Q LOSS WILD-TYPE     24     45     51     37
D69V9, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                9                 24
  CLUS_2               15                 45
  CLUS_3               16                 51
  CLUS_4               12                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED        9     17     13     13
  16Q LOSS WILD-TYPE     41     53     41     22
D69V10, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                9                 41
  CLUS_2               17                 53
  CLUS_3               13                 41
  CLUS_4               13                 22

Clustering(70) Variable = 17P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17P LOSS MUTATED       10     25      5      6     20     15      8      8
  17P LOSS WILD-TYPE      8     54     18      8     18     10      6      2
D70V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       39     35     23
  17P LOSS WILD-TYPE     42     53     29
D70V2, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               39                 42
  CLUS_2               35                 53
  CLUS_3               23                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P LOSS MUTATED       18     10     15      2      7
  17P LOSS WILD-TYPE     19     19     19      3     12
D70V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED       17      8     12     15
  17P LOSS WILD-TYPE     24      9     11     28
D70V4, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               17                 24
  CLUS_2                8                  9
  CLUS_3               12                 11
  CLUS_4               15                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED       18     30     13     36
  17P LOSS WILD-TYPE     15     33     32     43
D70V5, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               18                 15
  CLUS_2               30                 33
  CLUS_3               13                 32
  CLUS_4               36                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       44     18     35
  17P LOSS WILD-TYPE     49     21     53
D70V6, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               44                 49
  CLUS_2               18                 21
  CLUS_3               35                 53
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       17     46     28
  17P LOSS WILD-TYPE     30     51     37
D70V7, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               17                 30
  CLUS_2               46                 51
  CLUS_3               28                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       66      6     19
  17P LOSS WILD-TYPE     79     10     29
D70V8, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               66                 79
  CLUS_2                6                 10
  CLUS_3               19                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED       10     27     31     23
  17P LOSS WILD-TYPE     23     33     36     26
D70V9, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               10                 23
  CLUS_2               27                 33
  CLUS_3               31                 36
  CLUS_4               23                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED       20     35     25     11
  17P LOSS WILD-TYPE     30     35     29     24
D70V10, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               20                 30
  CLUS_2               35                 35
  CLUS_3               25                 29
  CLUS_4               11                 24

Clustering(71) Variable = 17Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17Q LOSS MUTATED        4      5      2      1      5      5      2      2
  17Q LOSS WILD-TYPE     14     74     21     13     33     20     12      8
D71V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        8      9      9
  17Q LOSS WILD-TYPE     73     79     43
D71V2, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                8                 73
  CLUS_2                9                 79
  CLUS_3                9                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q LOSS MUTATED        5      3      4      0      3
  17Q LOSS WILD-TYPE     32     26     30      5     16
D71V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED        5      3      3      4
  17Q LOSS WILD-TYPE     36     14     20     39
D71V4, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                5                 36
  CLUS_2                3                 14
  CLUS_3                3                 20
  CLUS_4                4                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED        4      9      1     12
  17Q LOSS WILD-TYPE     29     54     44     67
D71V5, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                4                 29
  CLUS_2                9                 54
  CLUS_3                1                 44
  CLUS_4               12                 67
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       12      3     11
  17Q LOSS WILD-TYPE     81     36     77
D71V6, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               12                 81
  CLUS_2                3                 36
  CLUS_3               11                 77
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        6     11      9
  17Q LOSS WILD-TYPE     41     86     56
D71V7, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                6                 41
  CLUS_2               11                 86
  CLUS_3                9                 56
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED       19      1      6
  17Q LOSS WILD-TYPE    126     15     42
D71V8, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1               19                126
  CLUS_2                1                 15
  CLUS_3                6                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED        3      8     11      4
  17Q LOSS WILD-TYPE     30     52     56     45
D71V9, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                3                 30
  CLUS_2                8                 52
  CLUS_3               11                 56
  CLUS_4                4                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED        5     12      6      3
  17Q LOSS WILD-TYPE     45     58     48     32
D71V10, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                5                 45
  CLUS_2               12                 58
  CLUS_3                6                 48
  CLUS_4                3                 32

Clustering(72) Variable = 18P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18P LOSS MUTATED        5     13      3      5     11      5      3      5
  18P LOSS WILD-TYPE     13     66     20      9     27     20     11      5
D72V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       19     18     13
  18P LOSS WILD-TYPE     62     70     39
D72V2, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               19                 62
  CLUS_2               18                 70
  CLUS_3               13                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P LOSS MUTATED       10      9     11      1      2
  18P LOSS WILD-TYPE     27     20     23      4     17
D72V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED       12      2      9     10
  18P LOSS WILD-TYPE     29     15     14     33
D72V4, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               12                 29
  CLUS_2                2                 15
  CLUS_3                9                 14
  CLUS_4               10                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED        4     15     10     20
  18P LOSS WILD-TYPE     29     48     35     59
D72V5, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                4                 29
  CLUS_2               15                 48
  CLUS_3               10                 35
  CLUS_4               20                 59
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       21     13     15
  18P LOSS WILD-TYPE     72     26     73
D72V6, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               21                 72
  CLUS_2               13                 26
  CLUS_3               15                 73
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       12     19     18
  18P LOSS WILD-TYPE     35     78     47
D72V7, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               12                 35
  CLUS_2               19                 78
  CLUS_3               18                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       31      8     10
  18P LOSS WILD-TYPE    114      8     38
D72V8, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               31                114
  CLUS_2                8                  8
  CLUS_3               10                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED        8     13     12     16
  18P LOSS WILD-TYPE     25     47     55     33
D72V9, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                8                 25
  CLUS_2               13                 47
  CLUS_3               12                 55
  CLUS_4               16                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED       15     16     11      7
  18P LOSS WILD-TYPE     35     54     43     28
D72V10, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               15                 35
  CLUS_2               16                 54
  CLUS_3               11                 43
  CLUS_4                7                 28

Clustering(73) Variable = 18Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18Q LOSS MUTATED        8     16      9      8     17     10      4      6
  18Q LOSS WILD-TYPE     10     63     14      6     21     15     10      4
D73V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       32     31     15
  18Q LOSS WILD-TYPE     49     57     37
D73V2, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               32                 49
  CLUS_2               31                 57
  CLUS_3               15                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q LOSS MUTATED       13     15     13      1      7
  18Q LOSS WILD-TYPE     24     14     21      4     12
D73V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED       15      7      9     18
  18Q LOSS WILD-TYPE     26     10     14     25
D73V4, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               15                 26
  CLUS_2                7                 10
  CLUS_3                9                 14
  CLUS_4               18                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED       10     25     12     30
  18Q LOSS WILD-TYPE     23     38     33     49
D73V5, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               10                 23
  CLUS_2               25                 38
  CLUS_3               12                 33
  CLUS_4               30                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       33     14     30
  18Q LOSS WILD-TYPE     60     25     58
D73V6, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               33                 60
  CLUS_2               14                 25
  CLUS_3               30                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       24     27     25
  18Q LOSS WILD-TYPE     23     70     40
D73V7, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               24                 23
  CLUS_2               27                 70
  CLUS_3               25                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       42     11     23
  18Q LOSS WILD-TYPE    103      5     25
D73V8, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               42                103
  CLUS_2               11                  5
  CLUS_3               23                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED       16     22     19     19
  18Q LOSS WILD-TYPE     17     38     48     30
D73V9, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               16                 17
  CLUS_2               22                 38
  CLUS_3               19                 48
  CLUS_4               19                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED       18     21     21     16
  18Q LOSS WILD-TYPE     32     49     33     19
D73V10, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               18                 32
  CLUS_2               21                 49
  CLUS_3               21                 33
  CLUS_4               16                 19

Clustering(74) Variable = 19P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19P LOSS MUTATED        2     11      6      3     13     10      6      6
  19P LOSS WILD-TYPE     16     68     17     11     25     15      8      4
D74V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       23     24     10
  19P LOSS WILD-TYPE     58     64     42
D74V2, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               23                 58
  CLUS_2               24                 64
  CLUS_3               10                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P LOSS MUTATED        9      7      8      2      7
  19P LOSS WILD-TYPE     28     22     26      3     12
D74V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED        7      5      7     14
  19P LOSS WILD-TYPE     34     12     16     29
D74V4, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                7                 34
  CLUS_2                5                 12
  CLUS_3                7                 16
  CLUS_4               14                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED       12     21     14      9
  19P LOSS WILD-TYPE     21     42     31     70
D74V5, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               12                 21
  CLUS_2               21                 42
  CLUS_3               14                 31
  CLUS_4                9                 70
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       16     14     26
  19P LOSS WILD-TYPE     77     25     62
D74V6, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               16                 77
  CLUS_2               14                 25
  CLUS_3               26                 62
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       15     26     16
  19P LOSS WILD-TYPE     32     71     49
D74V7, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               15                 32
  CLUS_2               26                 71
  CLUS_3               16                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       34      7     16
  19P LOSS WILD-TYPE    111      9     32
D74V8, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               34                111
  CLUS_2                7                  9
  CLUS_3               16                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED        8     21     16     12
  19P LOSS WILD-TYPE     25     39     51     37
D74V9, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                8                 25
  CLUS_2               21                 39
  CLUS_3               16                 51
  CLUS_4               12                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED       13     19     18      7
  19P LOSS WILD-TYPE     37     51     36     28
D74V10, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               13                 37
  CLUS_2               19                 51
  CLUS_3               18                 36
  CLUS_4                7                 28

Clustering(75) Variable = 19Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19Q LOSS MUTATED        2      6      6      1      6      5      3      4
  19Q LOSS WILD-TYPE     16     73     17     13     32     20     11      6
D75V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       12     13      8
  19Q LOSS WILD-TYPE     69     75     44
D75V2, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               12                 69
  CLUS_2               13                 75
  CLUS_3                8                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q LOSS MUTATED        4      4      3      1      6
  19Q LOSS WILD-TYPE     33     25     31      4     13
D75V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED        2      4      3      9
  19Q LOSS WILD-TYPE     39     13     20     34
D75V4, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                2                 39
  CLUS_2                4                 13
  CLUS_3                3                 20
  CLUS_4                9                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED        6     12      7      7
  19Q LOSS WILD-TYPE     27     51     38     72
D75V5, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                6                 27
  CLUS_2               12                 51
  CLUS_3                7                 38
  CLUS_4                7                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       11      5     16
  19Q LOSS WILD-TYPE     82     34     72
D75V6, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               11                 82
  CLUS_2                5                 34
  CLUS_3               16                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        6     20      7
  19Q LOSS WILD-TYPE     41     77     58
D75V7, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                6                 41
  CLUS_2               20                 77
  CLUS_3                7                 58
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       23      3      7
  19Q LOSS WILD-TYPE    122     13     41
D75V8, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               23                122
  CLUS_2                3                 13
  CLUS_3                7                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED        2     13     12      6
  19Q LOSS WILD-TYPE     31     47     55     43
D75V9, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                2                 31
  CLUS_2               13                 47
  CLUS_3               12                 55
  CLUS_4                6                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED        6     14     11      2
  19Q LOSS WILD-TYPE     44     56     43     33
D75V10, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                6                 44
  CLUS_2               14                 56
  CLUS_3               11                 43
  CLUS_4                2                 33

Clustering(76) Variable = 20P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20P LOSS MUTATED        3      2      0      2      5      1      1      0
  20P LOSS WILD-TYPE     15     77     23     12     33     24     13     10
D76V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        4      5      5
  20P LOSS WILD-TYPE     77     83     47
D76V2, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                4                 77
  CLUS_2                5                 83
  CLUS_3                5                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P LOSS MUTATED        5      0      3      0      1
  20P LOSS WILD-TYPE     32     29     31      5     18
D76V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        6      2      1      0
  20P LOSS WILD-TYPE     35     15     22     43
D76V4, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                6                 35
  CLUS_2                2                 15
  CLUS_3                1                 22
  CLUS_4                0                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        1      4      2      7
  20P LOSS WILD-TYPE     32     59     43     72
D76V5, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                1                 32
  CLUS_2                4                 59
  CLUS_3                2                 43
  CLUS_4                7                 72
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        9      2      3
  20P LOSS WILD-TYPE     84     37     85
D76V6, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                9                 84
  CLUS_2                2                 37
  CLUS_3                3                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        4      8      2
  20P LOSS WILD-TYPE     43     89     63
D76V7, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                4                 43
  CLUS_2                8                 89
  CLUS_3                2                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        9      2      3
  20P LOSS WILD-TYPE    136     14     45
D76V8, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                9                136
  CLUS_2                2                 14
  CLUS_3                3                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        4      4      5      1
  20P LOSS WILD-TYPE     29     56     62     48
D76V9, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                4                 29
  CLUS_2                4                 56
  CLUS_3                5                 62
  CLUS_4                1                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        3      5      3      3
  20P LOSS WILD-TYPE     47     65     51     32
D76V10, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                3                 47
  CLUS_2                5                 65
  CLUS_3                3                 51
  CLUS_4                3                 32

Clustering(77) Variable = 20Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20Q LOSS MUTATED        0      0      0      1      1      2      2      0
  20Q LOSS WILD-TYPE     18     79     23     13     37     23     12     10
D77V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        1      4      1
  20Q LOSS WILD-TYPE     80     84     51
D77V2, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                1                 80
  CLUS_2                4                 84
  CLUS_3                1                 51
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q LOSS MUTATED        3      0      1      0      0
  20Q LOSS WILD-TYPE     34     29     33      5     19
D77V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q LOSS MUTATED        3      0      1      0
  20Q LOSS WILD-TYPE     38     17     22     43
D77V4, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                3                 38
  CLUS_2                0                 17
  CLUS_3                1                 22
  CLUS_4                0                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q LOSS MUTATED        1      3      1      1
  20Q LOSS WILD-TYPE     32     60     44     78
D77V5, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                1                 32
  CLUS_2                3                 60
  CLUS_3                1                 44
  CLUS_4                1                 78
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        2      1      3
  20Q LOSS WILD-TYPE     91     38     85
D77V6, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                2                 91
  CLUS_2                1                 38
  CLUS_3                3                 85
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        1      3      2
  20Q LOSS WILD-TYPE     46     94     63
D77V7, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                1                 46
  CLUS_2                3                 94
  CLUS_3                2                 63
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        4      1      1
  20Q LOSS WILD-TYPE    141     15     47
D77V8, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                4                141
  CLUS_2                1                 15
  CLUS_3                1                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q LOSS MUTATED        1      2      2      1
  20Q LOSS WILD-TYPE     32     58     65     48
D77V9, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                1                 32
  CLUS_2                2                 58
  CLUS_3                2                 65
  CLUS_4                1                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q LOSS MUTATED        2      2      2      0
  20Q LOSS WILD-TYPE     48     68     52     35
D77V10, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                2                 48
  CLUS_2                2                 68
  CLUS_3                2                 52
  CLUS_4                0                 35

Clustering(78) Variable = 21Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  21Q LOSS MUTATED        3      9      6      2      8      4      1      2
  21Q LOSS WILD-TYPE     15     70     17     12     30     21     13      8
D78V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       10     18      7
  21Q LOSS WILD-TYPE     71     70     45
D78V2, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               10                 71
  CLUS_2               18                 70
  CLUS_3                7                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q LOSS MUTATED        2      3      9      1      2
  21Q LOSS WILD-TYPE     35     26     25      4     17
D78V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED        3      3      6      5
  21Q LOSS WILD-TYPE     38     14     17     38
D78V4, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                3                 38
  CLUS_2                3                 14
  CLUS_3                6                 17
  CLUS_4                5                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED        3     17      4     11
  21Q LOSS WILD-TYPE     30     46     41     68
D78V5, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                3                 30
  CLUS_2               17                 46
  CLUS_3                4                 41
  CLUS_4               11                 68
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       12      4     19
  21Q LOSS WILD-TYPE     81     35     69
D78V6, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               12                 81
  CLUS_2                4                 35
  CLUS_3               19                 69
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        5     17     11
  21Q LOSS WILD-TYPE     42     80     54
D78V7, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                5                 42
  CLUS_2               17                 80
  CLUS_3               11                 54
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       25      2      6
  21Q LOSS WILD-TYPE    120     14     42
D78V8, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               25                120
  CLUS_2                2                 14
  CLUS_3                6                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED        3     16      8      6
  21Q LOSS WILD-TYPE     30     44     59     43
D78V9, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                3                 30
  CLUS_2               16                 44
  CLUS_3                8                 59
  CLUS_4                6                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED        6     12     12      3
  21Q LOSS WILD-TYPE     44     58     42     32
D78V10, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                6                 44
  CLUS_2               12                 58
  CLUS_3               12                 42
  CLUS_4                3                 32

Clustering(79) Variable = 22Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  22Q LOSS MUTATED        5     12     17      6     22     14      3      5
  22Q LOSS WILD-TYPE     13     67      6      8     16     11     11      5
D79V1, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       35     39     10
  22Q LOSS WILD-TYPE     46     49     42
D79V2, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               35                 46
  CLUS_2               39                 49
  CLUS_3               10                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q LOSS MUTATED       12     14     11      1      8
  22Q LOSS WILD-TYPE     25     15     23      4     11
D79V3, multiclass
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED       11      6      5     24
  22Q LOSS WILD-TYPE     30     11     18     19
D79V4, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               11                 30
  CLUS_2                6                 11
  CLUS_3                5                 18
  CLUS_4               24                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED       13     33     19     18
  22Q LOSS WILD-TYPE     20     30     26     61
D79V5, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               13                 20
  CLUS_2               33                 30
  CLUS_3               19                 26
  CLUS_4               18                 61
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       25     18     40
  22Q LOSS WILD-TYPE     68     21     48
D79V6, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               25                 68
  CLUS_2               18                 21
  CLUS_3               40                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       20     34     26
  22Q LOSS WILD-TYPE     27     63     39
D79V7, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               20                 27
  CLUS_2               34                 63
  CLUS_3               26                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       48     10     22
  22Q LOSS WILD-TYPE     97      6     26
D79V8, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               48                 97
  CLUS_2               10                  6
  CLUS_3               22                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED        9     32     18     21
  22Q LOSS WILD-TYPE     24     28     49     28
D79V9, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                9                 24
  CLUS_2               32                 28
  CLUS_3               18                 49
  CLUS_4               21                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED       18     18     28     16
  22Q LOSS WILD-TYPE     32     52     26     19
D79V10, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               18                 32
  CLUS_2               18                 52
  CLUS_3               28                 26
  CLUS_4               16                 19

Clustering(80) Variable = XQ LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  XQ LOSS MUTATED        2      9     10      4     12      1      5      5
  XQ LOSS WILD-TYPE     16     70     13     10     26     24      9      5
D80V1, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       22     13     13
  XQ LOSS WILD-TYPE     59     75     39
D80V2, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              22                59
  CLUS_2              13                75
  CLUS_3              13                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ LOSS MUTATED        8      7      6      1      4
  XQ LOSS WILD-TYPE     29     22     28      4     15
D80V3, multiclass
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED        9      3      5      9
  XQ LOSS WILD-TYPE     32     14     18     34
D80V4, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               9                32
  CLUS_2               3                14
  CLUS_3               5                18
  CLUS_4               9                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED       10     14      7     16
  XQ LOSS WILD-TYPE     23     49     38     63
D80V5, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              10                23
  CLUS_2              14                49
  CLUS_3               7                38
  CLUS_4              16                63
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       23      7     17
  XQ LOSS WILD-TYPE     70     32     71
D80V6, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              23                70
  CLUS_2               7                32
  CLUS_3              17                71
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       12     25      8
  XQ LOSS WILD-TYPE     35     72     57
D80V7, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              12                35
  CLUS_2              25                72
  CLUS_3               8                57
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED       30      3     12
  XQ LOSS WILD-TYPE    115     13     36
D80V8, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1              30               115
  CLUS_2               3                13
  CLUS_3              12                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED        9     11     17      8
  XQ LOSS WILD-TYPE     24     49     50     41
D80V9, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               9                24
  CLUS_2              11                49
  CLUS_3              17                50
  CLUS_4               8                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED        7     17     12      9
  XQ LOSS WILD-TYPE     43     53     42     26
D80V10, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               7                43
  CLUS_2              17                53
  CLUS_3              12                42
  CLUS_4               9                26
> q(save="no")
