
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/PAAD-TP/8282823/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/PAAD-TP/8282705/PAAD-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=PAAD-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=PAAD-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/PAAD-TP/8282705/PAAD-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/PAAD-TP/8282823/transformed.cor.cli.txt"

nPatients in clinical file=92, in cluster file=91, common to both=91
[1] "Reduce the number of clustering variables from 80 to 71."
[1] 71 91
[1] "1P GAIN MUTATION ANALYSIS"
[1] 3
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
                8                83 
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
                8                83 
[1] "1Q GAIN MUTATION ANALYSIS"
[1] 3
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               24                67 
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               24                67 
[1] "2P GAIN MUTATION ANALYSIS"
[1] 3
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
                6                85 
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
                6                85 
[1] "2Q GAIN MUTATION ANALYSIS"
[1] 3
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
                7                84 
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
                7                84 
[1] "3P GAIN MUTATION ANALYSIS"
[1] 3
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
                5                86 
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
                5                86 
[1] "3Q GAIN MUTATION ANALYSIS"
[1] 3
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               10                81 
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               10                81 
[1] "5P GAIN MUTATION ANALYSIS"
[1] 3
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               12                79 
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               12                79 
[1] "5Q GAIN MUTATION ANALYSIS"
[1] 3
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
                8                83 
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
                8                83 
[1] "7P GAIN MUTATION ANALYSIS"
[1] 3
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
               25                66 
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
               25                66 
[1] "7Q GAIN MUTATION ANALYSIS"
[1] 3
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
               22                69 
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
               22                69 
[1] "8P GAIN MUTATION ANALYSIS"
[1] 3
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               13                78 
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               13                78 
[1] "8Q GAIN MUTATION ANALYSIS"
[1] 3
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
               24                67 
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
               24                67 
[1] "9P GAIN MUTATION ANALYSIS"
[1] 3
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
                3                88 
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
                3                88 
[1] "9Q GAIN MUTATION ANALYSIS"
[1] 3
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
                3                88 
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
                3                88 
[1] "10P GAIN MUTATION ANALYSIS"
[1] 3
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                 4                 87 
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                 4                 87 
[1] "10Q GAIN MUTATION ANALYSIS"
[1] 3
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                 6                 85 
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                 6                 85 
[1] "11P GAIN MUTATION ANALYSIS"
[1] 3
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                 9                 82 
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                 9                 82 
[1] "11Q GAIN MUTATION ANALYSIS"
[1] 3
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                 7                 84 
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                 7                 84 
[1] "12P GAIN MUTATION ANALYSIS"
[1] 3
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                10                 81 
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                10                 81 
[1] "12Q GAIN MUTATION ANALYSIS"
[1] 3
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                 7                 84 
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                 7                 84 
[1] "13Q GAIN MUTATION ANALYSIS"
[1] 3
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                 9                 82 
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                 9                 82 
[1] "14Q GAIN MUTATION ANALYSIS"
[1] 3
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                10                 81 
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                10                 81 
[1] "15Q GAIN MUTATION ANALYSIS"
[1] 3
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                 7                 84 
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                 7                 84 
[1] "16P GAIN MUTATION ANALYSIS"
[1] 3
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                10                 81 
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                10                 81 
[1] "16Q GAIN MUTATION ANALYSIS"
[1] 3
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                11                 80 
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                11                 80 
[1] "17Q GAIN MUTATION ANALYSIS"
[1] 3
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                 4                 87 
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                 4                 87 
[1] "18P GAIN MUTATION ANALYSIS"
[1] 3
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                13                 78 
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                13                 78 
[1] "18Q GAIN MUTATION ANALYSIS"
[1] 3
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                 4                 87 
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                 4                 87 
[1] "19P GAIN MUTATION ANALYSIS"
[1] 3
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                 4                 87 
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                 4                 87 
[1] "19Q GAIN MUTATION ANALYSIS"
[1] 3
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                12                 79 
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                12                 79 
[1] "20P GAIN MUTATION ANALYSIS"
[1] 3
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
                15                 76 
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
                15                 76 
[1] "20Q GAIN MUTATION ANALYSIS"
[1] 3
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
                20                 71 
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
                20                 71 
[1] "22Q GAIN MUTATION ANALYSIS"
[1] 3
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                 6                 85 
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                 6                 85 
[1] "XQ GAIN MUTATION ANALYSIS"
[1] 3
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
                3                88 
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
                3                88 
[1] "1P LOSS MUTATION ANALYSIS"
[1] 3
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               15                76 
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               15                76 
[1] "1Q LOSS MUTATION ANALYSIS"
[1] 3
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
                4                87 
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
                4                87 
[1] "2P LOSS MUTATION ANALYSIS"
[1] 3
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
                7                84 
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
                7                84 
[1] "2Q LOSS MUTATION ANALYSIS"
[1] 3
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
                3                88 
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
                3                88 
[1] "3P LOSS MUTATION ANALYSIS"
[1] 3
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               14                77 
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               14                77 
[1] "3Q LOSS MUTATION ANALYSIS"
[1] 3
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               10                81 
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               10                81 
[1] "4P LOSS MUTATION ANALYSIS"
[1] 3
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               12                79 
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               12                79 
[1] "4Q LOSS MUTATION ANALYSIS"
[1] 3
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               11                80 
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               11                80 
[1] "5P LOSS MUTATION ANALYSIS"
[1] 3
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
                4                87 
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
                4                87 
[1] "5Q LOSS MUTATION ANALYSIS"
[1] 3
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
                8                83 
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
                8                83 
[1] "6P LOSS MUTATION ANALYSIS"
[1] 3
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               32                59 
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               32                59 
[1] "6Q LOSS MUTATION ANALYSIS"
[1] 3
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               41                50 
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               41                50 
[1] "8P LOSS MUTATION ANALYSIS"
[1] 3
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               13                78 
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               13                78 
[1] "8Q LOSS MUTATION ANALYSIS"
[1] 3
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
                3                88 
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
                3                88 
[1] "9P LOSS MUTATION ANALYSIS"
[1] 3
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
               36                55 
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
               36                55 
[1] "9Q LOSS MUTATION ANALYSIS"
[1] 3
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               24                67 
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               24                67 
[1] "10P LOSS MUTATION ANALYSIS"
[1] 3
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                15                 76 
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                15                 76 
[1] "10Q LOSS MUTATION ANALYSIS"
[1] 3
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                15                 76 
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                15                 76 
[1] "11P LOSS MUTATION ANALYSIS"
[1] 3
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                 8                 83 
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                 8                 83 
[1] "11Q LOSS MUTATION ANALYSIS"
[1] 3
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                10                 81 
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                10                 81 
[1] "12P LOSS MUTATION ANALYSIS"
[1] 3
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                10                 81 
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                10                 81 
[1] "12Q LOSS MUTATION ANALYSIS"
[1] 3
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                13                 78 
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                13                 78 
[1] "13Q LOSS MUTATION ANALYSIS"
[1] 3
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                11                 80 
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                11                 80 
[1] "14Q LOSS MUTATION ANALYSIS"
[1] 3
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                 7                 84 
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                 7                 84 
[1] "15Q LOSS MUTATION ANALYSIS"
[1] 3
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                15                 76 
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                15                 76 
[1] "16P LOSS MUTATION ANALYSIS"
[1] 3
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                 3                 88 
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                 3                 88 
[1] "16Q LOSS MUTATION ANALYSIS"
[1] 3
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                 3                 88 
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                 3                 88 
[1] "17P LOSS MUTATION ANALYSIS"
[1] 3
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                37                 54 
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                37                 54 
[1] "17Q LOSS MUTATION ANALYSIS"
[1] 3
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                12                 79 
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                12                 79 
[1] "18P LOSS MUTATION ANALYSIS"
[1] 3
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                32                 59 
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                32                 59 
[1] "18Q LOSS MUTATION ANALYSIS"
[1] 3
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                52                 39 
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                52                 39 
[1] "19P LOSS MUTATION ANALYSIS"
[1] 3
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                11                 80 
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                11                 80 
[1] "19Q LOSS MUTATION ANALYSIS"
[1] 3
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                 6                 85 
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                 6                 85 
[1] "20P LOSS MUTATION ANALYSIS"
[1] 3
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                 9                 82 
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                 9                 82 
[1] "21Q LOSS MUTATION ANALYSIS"
[1] 3
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                32                 59 
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                32                 59 
[1] "22Q LOSS MUTATION ANALYSIS"
[1] 3
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                20                 71 
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                20                 71 
[1] "XQ LOSS MUTATION ANALYSIS"
[1] 3
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
                9                82 
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
                9                82 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
[5] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[7] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"

Input Data has 8 rows and 91 columns.

Variable 1:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'MRNASEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MIRSEQ_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MIRSEQ_MATURE_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
[5] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[7] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 91 columns, 0 survival variables, and 8 non-survival variables.
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=4, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = 1P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        2      3      3
  1P GAIN WILD-TYPE     22     43     18
D1V1, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               2                22
  CLUS_2               3                43
  CLUS_3               3                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        5      1      2
  1P GAIN WILD-TYPE     26     34     22
D1V2, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               5                26
  CLUS_2               1                34
  CLUS_3               2                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        5      1      1
  1P GAIN WILD-TYPE     35     23     19
D1V3, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               5                35
  CLUS_2               1                23
  CLUS_3               1                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        0      1      6
  1P GAIN WILD-TYPE      1     30     46
D1V4, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                30
  CLUS_3               6                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED        4      0      1      2
  1P GAIN WILD-TYPE     27     19     11     20
D1V5, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               4                27
  CLUS_2               0                19
  CLUS_3               1                11
  CLUS_4               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        5      1      1
  1P GAIN WILD-TYPE     32     16     29
D1V6, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               5                32
  CLUS_2               1                16
  CLUS_3               1                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        5      0      2
  1P GAIN WILD-TYPE     33     19     25
D1V7, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               5                33
  CLUS_2               0                19
  CLUS_3               2                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        1      1      5
  1P GAIN WILD-TYPE     25     19     33
D1V8, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               1                25
  CLUS_2               1                19
  CLUS_3               5                33

Clustering(2) Variable = 1Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED        6      7     11
  1Q GAIN WILD-TYPE     18     39     10
D2V1, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               6                18
  CLUS_2               7                39
  CLUS_3              11                10
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       11      4      9
  1Q GAIN WILD-TYPE     20     31     15
D2V2, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              11                20
  CLUS_2               4                31
  CLUS_3               9                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       12      7      3
  1Q GAIN WILD-TYPE     28     17     17
D2V3, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              12                28
  CLUS_2               7                17
  CLUS_3               3                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED        1      5     16
  1Q GAIN WILD-TYPE      0     26     36
D2V4, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               1                 0
  CLUS_2               5                26
  CLUS_3              16                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED       11      5      3      3
  1Q GAIN WILD-TYPE     20     14      9     19
D2V5, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              11                20
  CLUS_2               5                14
  CLUS_3               3                 9
  CLUS_4               3                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       12      2      8
  1Q GAIN WILD-TYPE     25     15     22
D2V6, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              12                25
  CLUS_2               2                15
  CLUS_3               8                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       15      3      4
  1Q GAIN WILD-TYPE     23     16     23
D2V7, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              15                23
  CLUS_2               3                16
  CLUS_3               4                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED        8      2     12
  1Q GAIN WILD-TYPE     18     18     26
D2V8, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               8                18
  CLUS_2               2                18
  CLUS_3              12                26

Clustering(3) Variable = 2P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        3      1      2
  2P GAIN WILD-TYPE     21     45     19
D3V1, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               3                21
  CLUS_2               1                45
  CLUS_3               2                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        3      0      3
  2P GAIN WILD-TYPE     28     35     21
D3V2, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               3                28
  CLUS_2               0                35
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        5      0      1
  2P GAIN WILD-TYPE     35     24     19
D3V3, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               5                35
  CLUS_2               0                24
  CLUS_3               1                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        1      0      5
  2P GAIN WILD-TYPE      0     31     47
D3V4, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               1                 0
  CLUS_2               0                31
  CLUS_3               5                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED        4      1      0      1
  2P GAIN WILD-TYPE     27     18     12     21
D3V5, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               4                27
  CLUS_2               1                18
  CLUS_3               0                12
  CLUS_4               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        4      0      2
  2P GAIN WILD-TYPE     33     17     28
D3V6, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               4                33
  CLUS_2               0                17
  CLUS_3               2                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        3      2      1
  2P GAIN WILD-TYPE     35     17     26
D3V7, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               3                35
  CLUS_2               2                17
  CLUS_3               1                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        1      0      5
  2P GAIN WILD-TYPE     25     20     33
D3V8, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               1                25
  CLUS_2               0                20
  CLUS_3               5                33

Clustering(4) Variable = 2Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        3      2      2
  2Q GAIN WILD-TYPE     21     44     19
D4V1, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               3                21
  CLUS_2               2                44
  CLUS_3               2                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        3      1      3
  2Q GAIN WILD-TYPE     28     34     21
D4V2, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               3                28
  CLUS_2               1                34
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        5      1      1
  2Q GAIN WILD-TYPE     35     23     19
D4V3, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               5                35
  CLUS_2               1                23
  CLUS_3               1                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        1      0      6
  2Q GAIN WILD-TYPE      0     31     46
D4V4, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               1                 0
  CLUS_2               0                31
  CLUS_3               6                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED        4      1      0      2
  2Q GAIN WILD-TYPE     27     18     12     20
D4V5, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               4                27
  CLUS_2               1                18
  CLUS_3               0                12
  CLUS_4               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        4      1      2
  2Q GAIN WILD-TYPE     33     16     28
D4V6, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               4                33
  CLUS_2               1                16
  CLUS_3               2                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        3      2      2
  2Q GAIN WILD-TYPE     35     17     25
D4V7, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               3                35
  CLUS_2               2                17
  CLUS_3               2                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        1      1      5
  2Q GAIN WILD-TYPE     25     19     33
D4V8, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               1                25
  CLUS_2               1                19
  CLUS_3               5                33

Clustering(5) Variable = 3P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        1      1      3
  3P GAIN WILD-TYPE     23     45     18
D5V1, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               1                23
  CLUS_2               1                45
  CLUS_3               3                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        2      0      3
  3P GAIN WILD-TYPE     29     35     21
D5V2, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               2                29
  CLUS_2               0                35
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        2      1      2
  3P GAIN WILD-TYPE     38     23     18
D5V3, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               2                38
  CLUS_2               1                23
  CLUS_3               2                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        0      1      4
  3P GAIN WILD-TYPE      1     30     48
D5V4, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                30
  CLUS_3               4                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED        0      2      0      3
  3P GAIN WILD-TYPE     31     17     12     19
D5V5, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               0                31
  CLUS_2               2                17
  CLUS_3               0                12
  CLUS_4               3                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        2      1      2
  3P GAIN WILD-TYPE     35     16     28
D5V6, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               2                35
  CLUS_2               1                16
  CLUS_3               2                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        1      1      3
  3P GAIN WILD-TYPE     37     18     24
D5V7, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               1                37
  CLUS_2               1                18
  CLUS_3               3                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        2      1      2
  3P GAIN WILD-TYPE     24     19     36
D5V8, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               2                24
  CLUS_2               1                19
  CLUS_3               2                36

Clustering(6) Variable = 3Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        2      2      6
  3Q GAIN WILD-TYPE     22     44     15
D6V1, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               2                22
  CLUS_2               2                44
  CLUS_3               6                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        5      0      5
  3Q GAIN WILD-TYPE     26     35     19
D6V2, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               5                26
  CLUS_2               0                35
  CLUS_3               5                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        6      1      3
  3Q GAIN WILD-TYPE     34     23     17
D6V3, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               6                34
  CLUS_2               1                23
  CLUS_3               3                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        0      1      9
  3Q GAIN WILD-TYPE      1     30     43
D6V4, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                30
  CLUS_3               9                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED        3      2      1      4
  3Q GAIN WILD-TYPE     28     17     11     18
D6V5, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               3                28
  CLUS_2               2                17
  CLUS_3               1                11
  CLUS_4               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        7      1      2
  3Q GAIN WILD-TYPE     30     16     28
D6V6, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               7                30
  CLUS_2               1                16
  CLUS_3               2                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        5      1      4
  3Q GAIN WILD-TYPE     33     18     23
D6V7, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               5                33
  CLUS_2               1                18
  CLUS_3               4                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        2      1      7
  3Q GAIN WILD-TYPE     24     19     31
D6V8, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               2                24
  CLUS_2               1                19
  CLUS_3               7                31

Clustering(7) Variable = 5P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        3      2      7
  5P GAIN WILD-TYPE     21     44     14
D7V1, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               3                21
  CLUS_2               2                44
  CLUS_3               7                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        7      1      4
  5P GAIN WILD-TYPE     24     34     20
D7V2, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               7                24
  CLUS_2               1                34
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        8      2      2
  5P GAIN WILD-TYPE     32     22     18
D7V3, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               8                32
  CLUS_2               2                22
  CLUS_3               2                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        0      2     10
  5P GAIN WILD-TYPE      1     29     42
D7V4, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                29
  CLUS_3              10                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED        6      3      1      2
  5P GAIN WILD-TYPE     25     16     11     20
D7V5, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               6                25
  CLUS_2               3                16
  CLUS_3               1                11
  CLUS_4               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        6      2      4
  5P GAIN WILD-TYPE     31     15     26
D7V6, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               6                31
  CLUS_2               2                15
  CLUS_3               4                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        8      2      2
  5P GAIN WILD-TYPE     30     17     25
D7V7, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               8                30
  CLUS_2               2                17
  CLUS_3               2                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        3      2      7
  5P GAIN WILD-TYPE     23     18     31
D7V8, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               3                23
  CLUS_2               2                18
  CLUS_3               7                31

Clustering(8) Variable = 5Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        2      2      4
  5Q GAIN WILD-TYPE     22     44     17
D8V1, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               2                22
  CLUS_2               2                44
  CLUS_3               4                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        5      1      2
  5Q GAIN WILD-TYPE     26     34     22
D8V2, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               5                26
  CLUS_2               1                34
  CLUS_3               2                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        5      1      2
  5Q GAIN WILD-TYPE     35     23     18
D8V3, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               5                35
  CLUS_2               1                23
  CLUS_3               2                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        0      2      6
  5Q GAIN WILD-TYPE      1     29     46
D8V4, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                29
  CLUS_3               6                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED        4      2      1      1
  5Q GAIN WILD-TYPE     27     17     11     21
D8V5, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               4                27
  CLUS_2               2                17
  CLUS_3               1                11
  CLUS_4               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        3      2      3
  5Q GAIN WILD-TYPE     34     15     27
D8V6, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               3                34
  CLUS_2               2                15
  CLUS_3               3                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        4      2      2
  5Q GAIN WILD-TYPE     34     17     25
D8V7, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               4                34
  CLUS_2               2                17
  CLUS_3               2                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        2      2      4
  5Q GAIN WILD-TYPE     24     18     34
D8V8, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               2                24
  CLUS_2               2                18
  CLUS_3               4                34

Clustering(9) Variable = 7P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        8      6     11
  7P GAIN WILD-TYPE     16     40     10
D9V1, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               8                16
  CLUS_2               6                40
  CLUS_3              11                10
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       14      2      8
  7P GAIN WILD-TYPE     17     33     16
D9V2, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              14                17
  CLUS_2               2                33
  CLUS_3               8                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       16      5      2
  7P GAIN WILD-TYPE     24     19     18
D9V3, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              16                24
  CLUS_2               5                19
  CLUS_3               2                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        0      2     21
  7P GAIN WILD-TYPE      1     29     31
D9V4, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                29
  CLUS_3              21                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED       13      4      0      6
  7P GAIN WILD-TYPE     18     15     12     16
D9V5, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              13                18
  CLUS_2               4                15
  CLUS_3               0                12
  CLUS_4               6                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       16      1      6
  7P GAIN WILD-TYPE     21     16     24
D9V6, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              16                21
  CLUS_2               1                16
  CLUS_3               6                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       16      4      3
  7P GAIN WILD-TYPE     22     15     24
D9V7, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              16                22
  CLUS_2               4                15
  CLUS_3               3                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        5      1     17
  7P GAIN WILD-TYPE     21     19     21
D9V8, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               5                21
  CLUS_2               1                19
  CLUS_3              17                21

Clustering(10) Variable = 7Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        5      6     11
  7Q GAIN WILD-TYPE     19     40     10
D10V1, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               5                19
  CLUS_2               6                40
  CLUS_3              11                10
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       11      2      8
  7Q GAIN WILD-TYPE     20     33     16
D10V2, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              11                20
  CLUS_2               2                33
  CLUS_3               8                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       13      5      2
  7Q GAIN WILD-TYPE     27     19     18
D10V3, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              13                27
  CLUS_2               5                19
  CLUS_3               2                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        0      2     18
  7Q GAIN WILD-TYPE      1     29     34
D10V4, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                29
  CLUS_3              18                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED       10      4      0      6
  7Q GAIN WILD-TYPE     21     15     12     16
D10V5, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              10                21
  CLUS_2               4                15
  CLUS_3               0                12
  CLUS_4               6                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       14      1      5
  7Q GAIN WILD-TYPE     23     16     25
D10V6, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              14                23
  CLUS_2               1                16
  CLUS_3               5                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       14      3      3
  7Q GAIN WILD-TYPE     24     16     24
D10V7, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              14                24
  CLUS_2               3                16
  CLUS_3               3                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        5      1     14
  7Q GAIN WILD-TYPE     21     19     24
D10V8, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               5                21
  CLUS_2               1                19
  CLUS_3              14                24

Clustering(11) Variable = 8P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        4      2      7
  8P GAIN WILD-TYPE     20     44     14
D11V1, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               4                20
  CLUS_2               2                44
  CLUS_3               7                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        7      1      4
  8P GAIN WILD-TYPE     24     34     20
D11V2, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               7                24
  CLUS_2               1                34
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        7      3      2
  8P GAIN WILD-TYPE     33     21     18
D11V3, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               7                33
  CLUS_2               3                21
  CLUS_3               2                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        0      1     11
  8P GAIN WILD-TYPE      1     30     41
D11V4, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                30
  CLUS_3              11                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED        6      3      1      2
  8P GAIN WILD-TYPE     25     16     11     20
D11V5, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               6                25
  CLUS_2               3                16
  CLUS_3               1                11
  CLUS_4               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        5      1      6
  8P GAIN WILD-TYPE     32     16     24
D11V6, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               5                32
  CLUS_2               1                16
  CLUS_3               6                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        7      2      3
  8P GAIN WILD-TYPE     31     17     24
D11V7, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               7                31
  CLUS_2               2                17
  CLUS_3               3                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        4      1      7
  8P GAIN WILD-TYPE     22     19     31
D11V8, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               4                22
  CLUS_2               1                19
  CLUS_3               7                31

Clustering(12) Variable = 8Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED        9      5     10
  8Q GAIN WILD-TYPE     15     41     11
D12V1, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1               9                15
  CLUS_2               5                41
  CLUS_3              10                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       13      2      8
  8Q GAIN WILD-TYPE     18     33     16
D12V2, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              13                18
  CLUS_2               2                33
  CLUS_3               8                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       14      4      4
  8Q GAIN WILD-TYPE     26     20     16
D12V3, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              14                26
  CLUS_2               4                20
  CLUS_3               4                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED        0      2     20
  8Q GAIN WILD-TYPE      1     29     32
D12V4, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                29
  CLUS_3              20                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED       12      3      3      4
  8Q GAIN WILD-TYPE     19     16      9     18
D12V5, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              12                19
  CLUS_2               3                16
  CLUS_3               3                 9
  CLUS_4               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       13      2      7
  8Q GAIN WILD-TYPE     24     15     23
D12V6, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              13                24
  CLUS_2               2                15
  CLUS_3               7                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       15      2      5
  8Q GAIN WILD-TYPE     23     17     22
D12V7, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              15                23
  CLUS_2               2                17
  CLUS_3               5                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED        5      2     15
  8Q GAIN WILD-TYPE     21     18     23
D12V8, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1               5                21
  CLUS_2               2                18
  CLUS_3              15                23

Clustering(13) Variable = 9P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        1      0      2
  9P GAIN WILD-TYPE     23     46     19
D13V1, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               1                23
  CLUS_2               0                46
  CLUS_3               2                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        2      0      1
  9P GAIN WILD-TYPE     29     35     23
D13V2, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               2                29
  CLUS_2               0                35
  CLUS_3               1                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        2      0      1
  9P GAIN WILD-TYPE     38     24     19
D13V3, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               2                38
  CLUS_2               0                24
  CLUS_3               1                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        0      0      3
  9P GAIN WILD-TYPE      1     31     49
D13V4, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               0                31
  CLUS_3               3                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED        1      0      0      2
  9P GAIN WILD-TYPE     30     19     12     20
D13V5, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               1                30
  CLUS_2               0                19
  CLUS_3               0                12
  CLUS_4               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        3      0      0
  9P GAIN WILD-TYPE     34     17     30
D13V6, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               3                34
  CLUS_2               0                17
  CLUS_3               0                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        1      0      2
  9P GAIN WILD-TYPE     37     19     25
D13V7, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               1                37
  CLUS_2               0                19
  CLUS_3               2                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        0      0      3
  9P GAIN WILD-TYPE     26     20     35
D13V8, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               0                26
  CLUS_2               0                20
  CLUS_3               3                35

Clustering(14) Variable = 9Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        1      0      2
  9Q GAIN WILD-TYPE     23     46     19
D14V1, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               1                23
  CLUS_2               0                46
  CLUS_3               2                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        2      0      1
  9Q GAIN WILD-TYPE     29     35     23
D14V2, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               2                29
  CLUS_2               0                35
  CLUS_3               1                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        2      0      1
  9Q GAIN WILD-TYPE     38     24     19
D14V3, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               2                38
  CLUS_2               0                24
  CLUS_3               1                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        0      0      3
  9Q GAIN WILD-TYPE      1     31     49
D14V4, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               0                31
  CLUS_3               3                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED        1      0      0      2
  9Q GAIN WILD-TYPE     30     19     12     20
D14V5, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               1                30
  CLUS_2               0                19
  CLUS_3               0                12
  CLUS_4               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        3      0      0
  9Q GAIN WILD-TYPE     34     17     30
D14V6, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               3                34
  CLUS_2               0                17
  CLUS_3               0                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        1      0      2
  9Q GAIN WILD-TYPE     37     19     25
D14V7, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               1                37
  CLUS_2               0                19
  CLUS_3               2                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        0      0      3
  9Q GAIN WILD-TYPE     26     20     35
D14V8, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               0                26
  CLUS_2               0                20
  CLUS_3               3                35

Clustering(15) Variable = 10P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        2      0      2
  10P GAIN WILD-TYPE     22     46     19
D15V1, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                0                 46
  CLUS_3                2                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        2      0      2
  10P GAIN WILD-TYPE     29     35     22
D15V2, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                2                 29
  CLUS_2                0                 35
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        3      0      0
  10P GAIN WILD-TYPE     37     24     20
D15V3, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                3                 37
  CLUS_2                0                 24
  CLUS_3                0                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        0      0      3
  10P GAIN WILD-TYPE      1     31     49
D15V4, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3                3                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED        3      0      0      0
  10P GAIN WILD-TYPE     28     19     12     22
D15V5, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                3                 28
  CLUS_2                0                 19
  CLUS_3                0                 12
  CLUS_4                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        2      0      1
  10P GAIN WILD-TYPE     35     17     29
D15V6, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                2                 35
  CLUS_2                0                 17
  CLUS_3                1                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        2      1      0
  10P GAIN WILD-TYPE     36     18     27
D15V7, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                2                 36
  CLUS_2                1                 18
  CLUS_3                0                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        0      0      3
  10P GAIN WILD-TYPE     26     20     35
D15V8, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                0                 26
  CLUS_2                0                 20
  CLUS_3                3                 35

Clustering(16) Variable = 10Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        3      0      3
  10Q GAIN WILD-TYPE     21     46     18
D16V1, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                0                 46
  CLUS_3                3                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        2      0      4
  10Q GAIN WILD-TYPE     29     35     20
D16V2, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                2                 29
  CLUS_2                0                 35
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        4      0      0
  10Q GAIN WILD-TYPE     36     24     20
D16V3, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                4                 36
  CLUS_2                0                 24
  CLUS_3                0                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        0      0      4
  10Q GAIN WILD-TYPE      1     31     48
D16V4, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3                4                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q GAIN MUTATED        4      0      0      0
  10Q GAIN WILD-TYPE     27     19     12     22
D16V5, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                4                 27
  CLUS_2                0                 19
  CLUS_3                0                 12
  CLUS_4                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        3      0      1
  10Q GAIN WILD-TYPE     34     17     29
D16V6, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                3                 34
  CLUS_2                0                 17
  CLUS_3                1                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        3      1      0
  10Q GAIN WILD-TYPE     35     18     27
D16V7, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                3                 35
  CLUS_2                1                 18
  CLUS_3                0                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        0      0      4
  10Q GAIN WILD-TYPE     26     20     34
D16V8, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                0                 26
  CLUS_2                0                 20
  CLUS_3                4                 34

Clustering(17) Variable = 11P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        3      1      5
  11P GAIN WILD-TYPE     21     45     16
D17V1, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                1                 45
  CLUS_3                5                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        5      0      4
  11P GAIN WILD-TYPE     26     35     20
D17V2, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                5                 26
  CLUS_2                0                 35
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        5      1      3
  11P GAIN WILD-TYPE     35     23     17
D17V3, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                5                 35
  CLUS_2                1                 23
  CLUS_3                3                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        0      2      7
  11P GAIN WILD-TYPE      1     29     45
D17V4, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                2                 29
  CLUS_3                7                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED        5      1      2      1
  11P GAIN WILD-TYPE     26     18     10     21
D17V5, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                5                 26
  CLUS_2                1                 18
  CLUS_3                2                 10
  CLUS_4                1                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        5      2      2
  11P GAIN WILD-TYPE     32     15     28
D17V6, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                5                 32
  CLUS_2                2                 15
  CLUS_3                2                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        5      1      3
  11P GAIN WILD-TYPE     33     18     24
D17V7, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                5                 33
  CLUS_2                1                 18
  CLUS_3                3                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        1      2      6
  11P GAIN WILD-TYPE     25     18     32
D17V8, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                1                 25
  CLUS_2                2                 18
  CLUS_3                6                 32

Clustering(18) Variable = 11Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        3      1      3
  11Q GAIN WILD-TYPE     21     45     18
D18V1, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                1                 45
  CLUS_3                3                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        4      1      2
  11Q GAIN WILD-TYPE     27     34     22
D18V2, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                4                 27
  CLUS_2                1                 34
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        4      1      2
  11Q GAIN WILD-TYPE     36     23     18
D18V3, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                4                 36
  CLUS_2                1                 23
  CLUS_3                2                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        0      1      6
  11Q GAIN WILD-TYPE      1     30     46
D18V4, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 30
  CLUS_3                6                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED        4      1      1      1
  11Q GAIN WILD-TYPE     27     18     11     21
D18V5, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                4                 27
  CLUS_2                1                 18
  CLUS_3                1                 11
  CLUS_4                1                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        4      1      2
  11Q GAIN WILD-TYPE     33     16     28
D18V6, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                4                 33
  CLUS_2                1                 16
  CLUS_3                2                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        4      1      2
  11Q GAIN WILD-TYPE     34     18     25
D18V7, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                4                 34
  CLUS_2                1                 18
  CLUS_3                2                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        1      1      5
  11Q GAIN WILD-TYPE     25     19     33
D18V8, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                1                 25
  CLUS_2                1                 19
  CLUS_3                5                 33

Clustering(19) Variable = 12P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        1      0      9
  12P GAIN WILD-TYPE     23     46     12
D19V1, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                1                 23
  CLUS_2                0                 46
  CLUS_3                9                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        6      0      4
  12P GAIN WILD-TYPE     25     35     20
D19V2, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                6                 25
  CLUS_2                0                 35
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        5      3      1
  12P GAIN WILD-TYPE     35     21     19
D19V3, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                5                 35
  CLUS_2                3                 21
  CLUS_3                1                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        0      0      9
  12P GAIN WILD-TYPE      1     31     43
D19V4, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3                9                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED        2      3      1      3
  12P GAIN WILD-TYPE     29     16     11     19
D19V5, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                2                 29
  CLUS_2                3                 16
  CLUS_3                1                 11
  CLUS_4                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        5      0      4
  12P GAIN WILD-TYPE     32     17     26
D19V6, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                5                 32
  CLUS_2                0                 17
  CLUS_3                4                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        6      1      2
  12P GAIN WILD-TYPE     32     18     25
D19V7, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                6                 32
  CLUS_2                1                 18
  CLUS_3                2                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        3      0      6
  12P GAIN WILD-TYPE     23     20     32
D19V8, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                3                 23
  CLUS_2                0                 20
  CLUS_3                6                 32

Clustering(20) Variable = 12Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        1      0      6
  12Q GAIN WILD-TYPE     23     46     15
D20V1, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                1                 23
  CLUS_2                0                 46
  CLUS_3                6                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        4      0      3
  12Q GAIN WILD-TYPE     27     35     21
D20V2, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                4                 27
  CLUS_2                0                 35
  CLUS_3                3                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        5      2      0
  12Q GAIN WILD-TYPE     35     22     20
D20V3, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                5                 35
  CLUS_2                2                 22
  CLUS_3                0                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        0      0      7
  12Q GAIN WILD-TYPE      1     31     45
D20V4, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3                7                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED        2      2      0      3
  12Q GAIN WILD-TYPE     29     17     12     19
D20V5, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                2                 29
  CLUS_2                2                 17
  CLUS_3                0                 12
  CLUS_4                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        4      0      3
  12Q GAIN WILD-TYPE     33     17     27
D20V6, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                4                 33
  CLUS_2                0                 17
  CLUS_3                3                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        5      1      1
  12Q GAIN WILD-TYPE     33     18     26
D20V7, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                5                 33
  CLUS_2                1                 18
  CLUS_3                1                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        2      0      5
  12Q GAIN WILD-TYPE     24     20     33
D20V8, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                2                 24
  CLUS_2                0                 20
  CLUS_3                5                 33

Clustering(21) Variable = 13Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        2      5      2
  13Q GAIN WILD-TYPE     22     41     19
D21V1, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                5                 41
  CLUS_3                2                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        2      5      1
  13Q GAIN WILD-TYPE     29     30     23
D21V2, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                2                 29
  CLUS_2                5                 30
  CLUS_3                1                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        2      3      3
  13Q GAIN WILD-TYPE     38     21     17
D21V3, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                2                 38
  CLUS_2                3                 21
  CLUS_3                3                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        0      4      4
  13Q GAIN WILD-TYPE      1     27     48
D21V4, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                4                 27
  CLUS_3                4                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED        1      2      3      2
  13Q GAIN WILD-TYPE     30     17      9     20
D21V5, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                1                 30
  CLUS_2                2                 17
  CLUS_3                3                  9
  CLUS_4                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        1      4      3
  13Q GAIN WILD-TYPE     36     13     27
D21V6, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                1                 36
  CLUS_2                4                 13
  CLUS_3                3                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        2      2      4
  13Q GAIN WILD-TYPE     36     17     23
D21V7, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                2                 36
  CLUS_2                2                 17
  CLUS_3                4                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        3      3      2
  13Q GAIN WILD-TYPE     23     17     36
D21V8, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                3                 23
  CLUS_2                3                 17
  CLUS_3                2                 36

Clustering(22) Variable = 14Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        2      2      6
  14Q GAIN WILD-TYPE     22     44     15
D22V1, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                2                 44
  CLUS_3                6                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        4      2      4
  14Q GAIN WILD-TYPE     27     33     20
D22V2, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                4                 27
  CLUS_2                2                 33
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        6      2      2
  14Q GAIN WILD-TYPE     34     22     18
D22V3, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                6                 34
  CLUS_2                2                 22
  CLUS_3                2                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        0      3      7
  14Q GAIN WILD-TYPE      1     28     45
D22V4, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                3                 28
  CLUS_3                7                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED        5      2      3      0
  14Q GAIN WILD-TYPE     26     17      9     22
D22V5, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                5                 26
  CLUS_2                2                 17
  CLUS_3                3                  9
  CLUS_4                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        5      2      3
  14Q GAIN WILD-TYPE     32     15     27
D22V6, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                5                 32
  CLUS_2                2                 15
  CLUS_3                3                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        6      2      2
  14Q GAIN WILD-TYPE     32     17     25
D22V7, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                6                 32
  CLUS_2                2                 17
  CLUS_3                2                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        3      2      5
  14Q GAIN WILD-TYPE     23     18     33
D22V8, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                3                 23
  CLUS_2                2                 18
  CLUS_3                5                 33

Clustering(23) Variable = 15Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        1      3      3
  15Q GAIN WILD-TYPE     23     43     18
D23V1, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                1                 23
  CLUS_2                3                 43
  CLUS_3                3                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        2      1      3
  15Q GAIN WILD-TYPE     29     34     21
D23V2, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                2                 29
  CLUS_2                1                 34
  CLUS_3                3                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        4      2      0
  15Q GAIN WILD-TYPE     36     22     20
D23V3, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                4                 36
  CLUS_2                2                 22
  CLUS_3                0                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        0      1      5
  15Q GAIN WILD-TYPE      1     30     47
D23V4, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 30
  CLUS_3                5                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED        2      2      1      1
  15Q GAIN WILD-TYPE     29     17     11     21
D23V5, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                2                 29
  CLUS_2                2                 17
  CLUS_3                1                 11
  CLUS_4                1                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        3      0      3
  15Q GAIN WILD-TYPE     34     17     27
D23V6, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                3                 34
  CLUS_2                0                 17
  CLUS_3                3                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        3      3      0
  15Q GAIN WILD-TYPE     35     16     27
D23V7, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                3                 35
  CLUS_2                3                 16
  CLUS_3                0                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        3      0      3
  15Q GAIN WILD-TYPE     23     20     35
D23V8, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                3                 23
  CLUS_2                0                 20
  CLUS_3                3                 35

Clustering(24) Variable = 16P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        3      0      7
  16P GAIN WILD-TYPE     21     46     14
D24V1, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                0                 46
  CLUS_3                7                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        7      0      3
  16P GAIN WILD-TYPE     24     35     21
D24V2, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                7                 24
  CLUS_2                0                 35
  CLUS_3                3                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        7      2      1
  16P GAIN WILD-TYPE     33     22     19
D24V3, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                7                 33
  CLUS_2                2                 22
  CLUS_3                1                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        0      1      9
  16P GAIN WILD-TYPE      1     30     43
D24V4, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 30
  CLUS_3                9                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED        6      2      1      1
  16P GAIN WILD-TYPE     25     17     11     21
D24V5, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                6                 25
  CLUS_2                2                 17
  CLUS_3                1                 11
  CLUS_4                1                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        7      0      3
  16P GAIN WILD-TYPE     30     17     27
D24V6, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                7                 30
  CLUS_2                0                 17
  CLUS_3                3                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        7      2      1
  16P GAIN WILD-TYPE     31     17     26
D24V7, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                7                 31
  CLUS_2                2                 17
  CLUS_3                1                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        2      0      8
  16P GAIN WILD-TYPE     24     20     30
D24V8, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                2                 24
  CLUS_2                0                 20
  CLUS_3                8                 30

Clustering(25) Variable = 16Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        5      0      6
  16Q GAIN WILD-TYPE     19     46     15
D25V1, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                5                 19
  CLUS_2                0                 46
  CLUS_3                6                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        8      0      3
  16Q GAIN WILD-TYPE     23     35     21
D25V2, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                8                 23
  CLUS_2                0                 35
  CLUS_3                3                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        7      3      1
  16Q GAIN WILD-TYPE     33     21     19
D25V3, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                7                 33
  CLUS_2                3                 21
  CLUS_3                1                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        0      1     10
  16Q GAIN WILD-TYPE      1     30     42
D25V4, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 30
  CLUS_3               10                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED        8      2      1      0
  16Q GAIN WILD-TYPE     23     17     11     22
D25V5, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                8                 23
  CLUS_2                2                 17
  CLUS_3                1                 11
  CLUS_4                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        7      0      4
  16Q GAIN WILD-TYPE     30     17     26
D25V6, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                7                 30
  CLUS_2                0                 17
  CLUS_3                4                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        8      2      1
  16Q GAIN WILD-TYPE     30     17     26
D25V7, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                8                 30
  CLUS_2                2                 17
  CLUS_3                1                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        2      0      9
  16Q GAIN WILD-TYPE     24     20     29
D25V8, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                2                 24
  CLUS_2                0                 20
  CLUS_3                9                 29

Clustering(26) Variable = 17Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        2      0      2
  17Q GAIN WILD-TYPE     22     46     19
D26V1, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                0                 46
  CLUS_3                2                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        3      0      1
  17Q GAIN WILD-TYPE     28     35     23
D26V2, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                3                 28
  CLUS_2                0                 35
  CLUS_3                1                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        3      0      1
  17Q GAIN WILD-TYPE     37     24     19
D26V3, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                3                 37
  CLUS_2                0                 24
  CLUS_3                1                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        0      0      4
  17Q GAIN WILD-TYPE      1     31     48
D26V4, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3                4                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED        2      0      0      2
  17Q GAIN WILD-TYPE     29     19     12     20
D26V5, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                2                 29
  CLUS_2                0                 19
  CLUS_3                0                 12
  CLUS_4                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        4      0      0
  17Q GAIN WILD-TYPE     33     17     30
D26V6, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                4                 33
  CLUS_2                0                 17
  CLUS_3                0                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        2      0      2
  17Q GAIN WILD-TYPE     36     19     25
D26V7, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                2                 36
  CLUS_2                0                 19
  CLUS_3                2                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        0      0      4
  17Q GAIN WILD-TYPE     26     20     34
D26V8, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                0                 26
  CLUS_2                0                 20
  CLUS_3                4                 34

Clustering(27) Variable = 18P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        8      1      4
  18P GAIN WILD-TYPE     16     45     17
D27V1, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                8                 16
  CLUS_2                1                 45
  CLUS_3                4                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       10      0      2
  18P GAIN WILD-TYPE     21     35     22
D27V2, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               10                 21
  CLUS_2                0                 35
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       10      1      1
  18P GAIN WILD-TYPE     30     23     19
D27V3, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               10                 30
  CLUS_2                1                 23
  CLUS_3                1                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        0      0     12
  18P GAIN WILD-TYPE      1     31     40
D27V4, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3               12                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED        8      1      0      3
  18P GAIN WILD-TYPE     23     18     12     19
D27V5, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                8                 23
  CLUS_2                1                 18
  CLUS_3                0                 12
  CLUS_4                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       11      0      1
  18P GAIN WILD-TYPE     26     17     29
D27V6, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               11                 26
  CLUS_2                0                 17
  CLUS_3                1                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       11      0      1
  18P GAIN WILD-TYPE     27     19     26
D27V7, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               11                 27
  CLUS_2                0                 19
  CLUS_3                1                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        1      0     11
  18P GAIN WILD-TYPE     25     20     27
D27V8, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                1                 25
  CLUS_2                0                 20
  CLUS_3               11                 27

Clustering(28) Variable = 18Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        2      0      2
  18Q GAIN WILD-TYPE     22     46     19
D28V1, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                0                 46
  CLUS_3                2                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        2      0      1
  18Q GAIN WILD-TYPE     29     35     23
D28V2, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                2                 29
  CLUS_2                0                 35
  CLUS_3                1                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        2      0      1
  18Q GAIN WILD-TYPE     38     24     19
D28V3, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                2                 38
  CLUS_2                0                 24
  CLUS_3                1                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        0      0      3
  18Q GAIN WILD-TYPE      1     31     49
D28V4, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3                3                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        2      0      0      1
  18Q GAIN WILD-TYPE     29     19     12     21
D28V5, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                2                 29
  CLUS_2                0                 19
  CLUS_3                0                 12
  CLUS_4                1                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        3      0      0
  18Q GAIN WILD-TYPE     34     17     30
D28V6, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                3                 34
  CLUS_2                0                 17
  CLUS_3                0                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        2      0      1
  18Q GAIN WILD-TYPE     36     19     26
D28V7, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                2                 36
  CLUS_2                0                 19
  CLUS_3                1                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        0      0      3
  18Q GAIN WILD-TYPE     26     20     35
D28V8, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                0                 26
  CLUS_2                0                 20
  CLUS_3                3                 35

Clustering(29) Variable = 19P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        1      1      2
  19P GAIN WILD-TYPE     23     45     19
D29V1, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                1                 23
  CLUS_2                1                 45
  CLUS_3                2                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        1      1      2
  19P GAIN WILD-TYPE     30     34     22
D29V2, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                1                 30
  CLUS_2                1                 34
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        3      1      0
  19P GAIN WILD-TYPE     37     23     20
D29V3, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                3                 37
  CLUS_2                1                 23
  CLUS_3                0                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        0      1      3
  19P GAIN WILD-TYPE      1     30     49
D29V4, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 30
  CLUS_3                3                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        3      0      1      0
  19P GAIN WILD-TYPE     28     19     11     22
D29V5, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                3                 28
  CLUS_2                0                 19
  CLUS_3                1                 11
  CLUS_4                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        3      0      1
  19P GAIN WILD-TYPE     34     17     29
D29V6, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                3                 34
  CLUS_2                0                 17
  CLUS_3                1                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        3      1      0
  19P GAIN WILD-TYPE     35     18     27
D29V7, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                3                 35
  CLUS_2                1                 18
  CLUS_3                0                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        1      0      3
  19P GAIN WILD-TYPE     25     20     35
D29V8, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                1                 25
  CLUS_2                0                 20
  CLUS_3                3                 35

Clustering(30) Variable = 19Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        3      3      6
  19Q GAIN WILD-TYPE     21     43     15
D30V1, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                3                 43
  CLUS_3                6                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        5      2      5
  19Q GAIN WILD-TYPE     26     33     19
D30V2, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                5                 26
  CLUS_2                2                 33
  CLUS_3                5                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        8      3      1
  19Q GAIN WILD-TYPE     32     21     19
D30V3, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                8                 32
  CLUS_2                3                 21
  CLUS_3                1                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        0      3      9
  19Q GAIN WILD-TYPE      1     28     43
D30V4, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                3                 28
  CLUS_3                9                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED        7      3      1      1
  19Q GAIN WILD-TYPE     24     16     11     21
D30V5, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                7                 24
  CLUS_2                3                 16
  CLUS_3                1                 11
  CLUS_4                1                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        7      1      4
  19Q GAIN WILD-TYPE     30     16     26
D30V6, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                7                 30
  CLUS_2                1                 16
  CLUS_3                4                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        8      3      1
  19Q GAIN WILD-TYPE     30     16     26
D30V7, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                8                 30
  CLUS_2                3                 16
  CLUS_3                1                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        4      1      7
  19Q GAIN WILD-TYPE     22     19     31
D30V8, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                4                 22
  CLUS_2                1                 19
  CLUS_3                7                 31

Clustering(31) Variable = 20P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        3      3      9
  20P GAIN WILD-TYPE     21     43     12
D31V1, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                3                 43
  CLUS_3                9                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        6      1      7
  20P GAIN WILD-TYPE     25     34     17
D31V2, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                6                 25
  CLUS_2                1                 34
  CLUS_3                7                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       10      1      3
  20P GAIN WILD-TYPE     30     23     17
D31V3, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               10                 30
  CLUS_2                1                 23
  CLUS_3                3                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        0      2     12
  20P GAIN WILD-TYPE      1     29     40
D31V4, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                2                 29
  CLUS_3               12                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED        6      2      2      4
  20P GAIN WILD-TYPE     25     17     10     18
D31V5, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                6                 25
  CLUS_2                2                 17
  CLUS_3                2                 10
  CLUS_4                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        9      2      3
  20P GAIN WILD-TYPE     28     15     27
D31V6, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                9                 28
  CLUS_2                2                 15
  CLUS_3                3                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        8      2      4
  20P GAIN WILD-TYPE     30     17     23
D31V7, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                8                 30
  CLUS_2                2                 17
  CLUS_3                4                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        2      2     10
  20P GAIN WILD-TYPE     24     18     28
D31V8, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                2                 24
  CLUS_2                2                 18
  CLUS_3               10                 28

Clustering(32) Variable = 20Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED        3      4     13
  20Q GAIN WILD-TYPE     21     42      8
D32V1, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                4                 42
  CLUS_3               13                  8
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED        8      3      8
  20Q GAIN WILD-TYPE     23     32     16
D32V2, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                8                 23
  CLUS_2                3                 32
  CLUS_3                8                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       12      3      3
  20Q GAIN WILD-TYPE     28     21     17
D32V3, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               12                 28
  CLUS_2                3                 21
  CLUS_3                3                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED        0      3     15
  20Q GAIN WILD-TYPE      1     28     37
D32V4, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                3                 28
  CLUS_3               15                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED        9      3      2      4
  20Q GAIN WILD-TYPE     22     16     10     18
D32V5, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                9                 22
  CLUS_2                3                 16
  CLUS_3                2                 10
  CLUS_4                4                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       11      2      5
  20Q GAIN WILD-TYPE     26     15     25
D32V6, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               11                 26
  CLUS_2                2                 15
  CLUS_3                5                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       11      3      4
  20Q GAIN WILD-TYPE     27     16     23
D32V7, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               11                 27
  CLUS_2                3                 16
  CLUS_3                4                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED        4      2     12
  20Q GAIN WILD-TYPE     22     18     26
D32V8, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                4                 22
  CLUS_2                2                 18
  CLUS_3               12                 26

Clustering(33) Variable = 22Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        3      1      2
  22Q GAIN WILD-TYPE     21     45     19
D33V1, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                1                 45
  CLUS_3                2                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        5      0      0
  22Q GAIN WILD-TYPE     26     35     24
D33V2, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                5                 26
  CLUS_2                0                 35
  CLUS_3                0                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        4      0      1
  22Q GAIN WILD-TYPE     36     24     19
D33V3, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                4                 36
  CLUS_2                0                 24
  CLUS_3                1                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        0      0      5
  22Q GAIN WILD-TYPE      1     31     47
D33V4, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3                5                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED        3      1      0      1
  22Q GAIN WILD-TYPE     28     18     12     21
D33V5, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                3                 28
  CLUS_2                1                 18
  CLUS_3                0                 12
  CLUS_4                1                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        4      0      1
  22Q GAIN WILD-TYPE     33     17     29
D33V6, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                4                 33
  CLUS_2                0                 17
  CLUS_3                1                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        3      1      1
  22Q GAIN WILD-TYPE     35     18     26
D33V7, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                3                 35
  CLUS_2                1                 18
  CLUS_3                1                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        1      0      4
  22Q GAIN WILD-TYPE     25     20     34
D33V8, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                1                 25
  CLUS_2                0                 20
  CLUS_3                4                 34

Clustering(34) Variable = XQ GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        1      2      0
  XQ GAIN WILD-TYPE     23     44     21
D34V1, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               1                23
  CLUS_2               2                44
  CLUS_3               0                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        1      1      1
  XQ GAIN WILD-TYPE     30     34     23
D34V2, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               1                30
  CLUS_2               1                34
  CLUS_3               1                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        0      1      2
  XQ GAIN WILD-TYPE     40     23     18
D34V3, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               0                40
  CLUS_2               1                23
  CLUS_3               2                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        0      2      1
  XQ GAIN WILD-TYPE      1     29     51
D34V4, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                29
  CLUS_3               1                51
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED        1      0      1      1
  XQ GAIN WILD-TYPE     30     19     11     21
D34V5, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               1                30
  CLUS_2               0                19
  CLUS_3               1                11
  CLUS_4               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        0      2      1
  XQ GAIN WILD-TYPE     37     15     29
D34V6, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               0                37
  CLUS_2               2                15
  CLUS_3               1                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        1      0      2
  XQ GAIN WILD-TYPE     37     19     25
D34V7, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               1                37
  CLUS_2               0                19
  CLUS_3               2                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        1      2      0
  XQ GAIN WILD-TYPE     25     18     38
D34V8, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               1                25
  CLUS_2               2                18
  CLUS_3               0                38

Clustering(35) Variable = 1P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        3      4      8
  1P LOSS WILD-TYPE     21     42     13
D35V1, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               3                21
  CLUS_2               4                42
  CLUS_3               8                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        4      1     10
  1P LOSS WILD-TYPE     27     34     14
D35V2, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               4                27
  CLUS_2               1                34
  CLUS_3              10                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        9      4      0
  1P LOSS WILD-TYPE     31     20     20
D35V3, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               9                31
  CLUS_2               4                20
  CLUS_3               0                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        1      1     11
  1P LOSS WILD-TYPE      0     30     41
D35V4, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               1                 0
  CLUS_2               1                30
  CLUS_3              11                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        6      4      1      2
  1P LOSS WILD-TYPE     25     15     11     20
D35V5, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               6                25
  CLUS_2               4                15
  CLUS_3               1                11
  CLUS_4               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        6      0      7
  1P LOSS WILD-TYPE     31     17     23
D35V6, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               6                31
  CLUS_2               0                17
  CLUS_3               7                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        8      4      1
  1P LOSS WILD-TYPE     30     15     26
D35V7, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               8                30
  CLUS_2               4                15
  CLUS_3               1                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        5      1      7
  1P LOSS WILD-TYPE     21     19     31
D35V8, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               5                21
  CLUS_2               1                19
  CLUS_3               7                31

Clustering(36) Variable = 1Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        1      1      2
  1Q LOSS WILD-TYPE     23     45     19
D36V1, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                23
  CLUS_2               1                45
  CLUS_3               2                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        1      0      3
  1Q LOSS WILD-TYPE     30     35     21
D36V2, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                30
  CLUS_2               0                35
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        2      1      0
  1Q LOSS WILD-TYPE     38     23     20
D36V3, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               2                38
  CLUS_2               1                23
  CLUS_3               0                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        0      0      3
  1Q LOSS WILD-TYPE      1     31     49
D36V4, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               0                31
  CLUS_3               3                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED        1      1      0      1
  1Q LOSS WILD-TYPE     30     18     12     21
D36V5, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                30
  CLUS_2               1                18
  CLUS_3               0                12
  CLUS_4               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        1      0      2
  1Q LOSS WILD-TYPE     36     17     28
D36V6, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                36
  CLUS_2               0                17
  CLUS_3               2                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        1      2      0
  1Q LOSS WILD-TYPE     37     17     27
D36V7, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                37
  CLUS_2               2                17
  CLUS_3               0                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        1      0      2
  1Q LOSS WILD-TYPE     25     20     36
D36V8, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                25
  CLUS_2               0                20
  CLUS_3               2                36

Clustering(37) Variable = 2P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        2      1      4
  2P LOSS WILD-TYPE     22     45     17
D37V1, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               2                22
  CLUS_2               1                45
  CLUS_3               4                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        5      1      1
  2P LOSS WILD-TYPE     26     34     23
D37V2, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               5                26
  CLUS_2               1                34
  CLUS_3               1                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        5      1      1
  2P LOSS WILD-TYPE     35     23     19
D37V3, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               5                35
  CLUS_2               1                23
  CLUS_3               1                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        0      2      5
  2P LOSS WILD-TYPE      1     29     47
D37V4, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                29
  CLUS_3               5                47
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED        3      1      0      3
  2P LOSS WILD-TYPE     28     18     12     19
D37V5, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               3                28
  CLUS_2               1                18
  CLUS_3               0                12
  CLUS_4               3                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        5      1      1
  2P LOSS WILD-TYPE     32     16     29
D37V6, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               5                32
  CLUS_2               1                16
  CLUS_3               1                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        4      1      2
  2P LOSS WILD-TYPE     34     18     25
D37V7, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               4                34
  CLUS_2               1                18
  CLUS_3               2                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        1      1      5
  2P LOSS WILD-TYPE     25     19     33
D37V8, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               1                25
  CLUS_2               1                19
  CLUS_3               5                33

Clustering(38) Variable = 2Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        1      0      2
  2Q LOSS WILD-TYPE     23     46     19
D38V1, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               1                23
  CLUS_2               0                46
  CLUS_3               2                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        2      0      1
  2Q LOSS WILD-TYPE     29     35     23
D38V2, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               2                29
  CLUS_2               0                35
  CLUS_3               1                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        3      0      0
  2Q LOSS WILD-TYPE     37     24     20
D38V3, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               3                37
  CLUS_2               0                24
  CLUS_3               0                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        0      0      3
  2Q LOSS WILD-TYPE      1     31     49
D38V4, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               0                31
  CLUS_3               3                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED        2      0      0      1
  2Q LOSS WILD-TYPE     29     19     12     21
D38V5, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               2                29
  CLUS_2               0                19
  CLUS_3               0                12
  CLUS_4               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        3      0      0
  2Q LOSS WILD-TYPE     34     17     30
D38V6, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               3                34
  CLUS_2               0                17
  CLUS_3               0                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        2      0      1
  2Q LOSS WILD-TYPE     36     19     26
D38V7, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               2                36
  CLUS_2               0                19
  CLUS_3               1                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        0      0      3
  2Q LOSS WILD-TYPE     26     20     35
D38V8, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               0                26
  CLUS_2               0                20
  CLUS_3               3                35

Clustering(39) Variable = 3P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        3      3      8
  3P LOSS WILD-TYPE     21     43     13
D39V1, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               3                21
  CLUS_2               3                43
  CLUS_3               8                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        7      2      5
  3P LOSS WILD-TYPE     24     33     19
D39V2, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               7                24
  CLUS_2               2                33
  CLUS_3               5                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        7      4      2
  3P LOSS WILD-TYPE     33     20     18
D39V3, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               7                33
  CLUS_2               4                20
  CLUS_3               2                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        0      3     10
  3P LOSS WILD-TYPE      1     28     42
D39V4, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               3                28
  CLUS_3              10                42
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED        6      3      2      2
  3P LOSS WILD-TYPE     25     16     10     20
D39V5, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               6                25
  CLUS_2               3                16
  CLUS_3               2                10
  CLUS_4               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        7      1      5
  3P LOSS WILD-TYPE     30     16     25
D39V6, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               7                30
  CLUS_2               1                16
  CLUS_3               5                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        9      2      2
  3P LOSS WILD-TYPE     29     17     25
D39V7, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               9                29
  CLUS_2               2                17
  CLUS_3               2                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        3      1      9
  3P LOSS WILD-TYPE     23     19     29
D39V8, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               3                23
  CLUS_2               1                19
  CLUS_3               9                29

Clustering(40) Variable = 3Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        2      3      5
  3Q LOSS WILD-TYPE     22     43     16
D40V1, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               2                22
  CLUS_2               3                43
  CLUS_3               5                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        5      1      4
  3Q LOSS WILD-TYPE     26     34     20
D40V2, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               5                26
  CLUS_2               1                34
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        5      3      1
  3Q LOSS WILD-TYPE     35     21     19
D40V3, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               5                35
  CLUS_2               3                21
  CLUS_3               1                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        0      2      7
  3Q LOSS WILD-TYPE      1     29     45
D40V4, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                29
  CLUS_3               7                45
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED        5      2      1      1
  3Q LOSS WILD-TYPE     26     17     11     21
D40V5, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               5                26
  CLUS_2               2                17
  CLUS_3               1                11
  CLUS_4               1                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        4      1      4
  3Q LOSS WILD-TYPE     33     16     26
D40V6, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               4                33
  CLUS_2               1                16
  CLUS_3               4                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        7      1      1
  3Q LOSS WILD-TYPE     31     18     26
D40V7, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               7                31
  CLUS_2               1                18
  CLUS_3               1                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        2      1      6
  3Q LOSS WILD-TYPE     24     19     32
D40V8, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               2                24
  CLUS_2               1                19
  CLUS_3               6                32

Clustering(41) Variable = 4P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        6      3      3
  4P LOSS WILD-TYPE     18     43     18
D41V1, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               6                18
  CLUS_2               3                43
  CLUS_3               3                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        6      1      5
  4P LOSS WILD-TYPE     25     34     19
D41V2, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               6                25
  CLUS_2               1                34
  CLUS_3               5                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        9      1      1
  4P LOSS WILD-TYPE     31     23     19
D41V3, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               9                31
  CLUS_2               1                23
  CLUS_3               1                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        0      2      9
  4P LOSS WILD-TYPE      1     29     43
D41V4, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                29
  CLUS_3               9                43
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED        7      1      0      3
  4P LOSS WILD-TYPE     24     18     12     19
D41V5, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               7                24
  CLUS_2               1                18
  CLUS_3               0                12
  CLUS_4               3                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        7      1      3
  4P LOSS WILD-TYPE     30     16     27
D41V6, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               7                30
  CLUS_2               1                16
  CLUS_3               3                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        7      2      2
  4P LOSS WILD-TYPE     31     17     25
D41V7, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               7                31
  CLUS_2               2                17
  CLUS_3               2                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        1      2      8
  4P LOSS WILD-TYPE     25     18     30
D41V8, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               1                25
  CLUS_2               2                18
  CLUS_3               8                30

Clustering(42) Variable = 4Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        5      3      3
  4Q LOSS WILD-TYPE     19     43     18
D42V1, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               5                19
  CLUS_2               3                43
  CLUS_3               3                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        5      0      6
  4Q LOSS WILD-TYPE     26     35     18
D42V2, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               5                26
  CLUS_2               0                35
  CLUS_3               6                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        8      0      2
  4Q LOSS WILD-TYPE     32     24     18
D42V3, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               8                32
  CLUS_2               0                24
  CLUS_3               2                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        0      2      8
  4Q LOSS WILD-TYPE      1     29     44
D42V4, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                29
  CLUS_3               8                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED        6      0      1      3
  4Q LOSS WILD-TYPE     25     19     11     19
D42V5, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               6                25
  CLUS_2               0                19
  CLUS_3               1                11
  CLUS_4               3                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        6      2      2
  4Q LOSS WILD-TYPE     31     15     28
D42V6, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               6                31
  CLUS_2               2                15
  CLUS_3               2                28
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        6      1      3
  4Q LOSS WILD-TYPE     32     18     24
D42V7, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               6                32
  CLUS_2               1                18
  CLUS_3               3                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        0      3      7
  4Q LOSS WILD-TYPE     26     17     31
D42V8, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               0                26
  CLUS_2               3                17
  CLUS_3               7                31

Clustering(43) Variable = 5P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        2      0      2
  5P LOSS WILD-TYPE     22     46     19
D43V1, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               2                22
  CLUS_2               0                46
  CLUS_3               2                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        2      0      2
  5P LOSS WILD-TYPE     29     35     22
D43V2, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               2                29
  CLUS_2               0                35
  CLUS_3               2                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        4      0      0
  5P LOSS WILD-TYPE     36     24     20
D43V3, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               4                36
  CLUS_2               0                24
  CLUS_3               0                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        0      0      4
  5P LOSS WILD-TYPE      1     31     48
D43V4, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               0                31
  CLUS_3               4                48
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED        4      0      0      0
  5P LOSS WILD-TYPE     27     19     12     22
D43V5, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               4                27
  CLUS_2               0                19
  CLUS_3               0                12
  CLUS_4               0                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        4      0      0
  5P LOSS WILD-TYPE     33     17     30
D43V6, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               4                33
  CLUS_2               0                17
  CLUS_3               0                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        4      0      0
  5P LOSS WILD-TYPE     34     19     27
D43V7, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               4                34
  CLUS_2               0                19
  CLUS_3               0                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        0      0      4
  5P LOSS WILD-TYPE     26     20     34
D43V8, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               0                26
  CLUS_2               0                20
  CLUS_3               4                34

Clustering(44) Variable = 5Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        2      0      6
  5Q LOSS WILD-TYPE     22     46     15
D44V1, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               2                22
  CLUS_2               0                46
  CLUS_3               6                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        4      0      4
  5Q LOSS WILD-TYPE     27     35     20
D44V2, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               4                27
  CLUS_2               0                35
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        7      1      0
  5Q LOSS WILD-TYPE     33     23     20
D44V3, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               7                33
  CLUS_2               1                23
  CLUS_3               0                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        0      0      8
  5Q LOSS WILD-TYPE      1     31     44
D44V4, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               0                31
  CLUS_3               8                44
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED        5      1      0      2
  5Q LOSS WILD-TYPE     26     18     12     20
D44V5, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               5                26
  CLUS_2               1                18
  CLUS_3               0                12
  CLUS_4               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        7      0      1
  5Q LOSS WILD-TYPE     30     17     29
D44V6, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               7                30
  CLUS_2               0                17
  CLUS_3               1                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        8      0      0
  5Q LOSS WILD-TYPE     30     19     27
D44V7, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               8                30
  CLUS_2               0                19
  CLUS_3               0                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        1      0      7
  5Q LOSS WILD-TYPE     25     20     31
D44V8, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               1                25
  CLUS_2               0                20
  CLUS_3               7                31

Clustering(45) Variable = 6P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       11      8     13
  6P LOSS WILD-TYPE     13     38      8
D45V1, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              11                13
  CLUS_2               8                38
  CLUS_3              13                 8
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       15      3     13
  6P LOSS WILD-TYPE     16     32     11
D45V2, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              15                16
  CLUS_2               3                32
  CLUS_3              13                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       16      8      4
  6P LOSS WILD-TYPE     24     16     16
D45V3, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              16                24
  CLUS_2               8                16
  CLUS_3               4                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        0      3     25
  6P LOSS WILD-TYPE      1     28     27
D45V4, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               3                28
  CLUS_3              25                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED       15      5      2      6
  6P LOSS WILD-TYPE     16     14     10     16
D45V5, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              15                16
  CLUS_2               5                14
  CLUS_3               2                10
  CLUS_4               6                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       16      3      9
  6P LOSS WILD-TYPE     21     14     21
D45V6, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              16                21
  CLUS_2               3                14
  CLUS_3               9                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       19      3      6
  6P LOSS WILD-TYPE     19     16     21
D45V7, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              19                19
  CLUS_2               3                16
  CLUS_3               6                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        6      3     19
  6P LOSS WILD-TYPE     20     17     19
D45V8, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               6                20
  CLUS_2               3                17
  CLUS_3              19                19

Clustering(46) Variable = 6Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       14     10     17
  6Q LOSS WILD-TYPE     10     36      4
D46V1, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              14                10
  CLUS_2              10                36
  CLUS_3              17                 4
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       23      4     13
  6Q LOSS WILD-TYPE      8     31     11
D46V2, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              23                 8
  CLUS_2               4                31
  CLUS_3              13                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       25      7      4
  6Q LOSS WILD-TYPE     15     17     16
D46V3, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              25                15
  CLUS_2               7                17
  CLUS_3               4                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        0      3     33
  6Q LOSS WILD-TYPE      1     28     19
D46V4, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               3                28
  CLUS_3              33                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED       21      6      2      7
  6Q LOSS WILD-TYPE     10     13     10     15
D46V5, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              21                10
  CLUS_2               6                13
  CLUS_3               2                10
  CLUS_4               7                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       24      3      9
  6Q LOSS WILD-TYPE     13     14     21
D46V6, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              24                13
  CLUS_2               3                14
  CLUS_3               9                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED       25      4      7
  6Q LOSS WILD-TYPE     13     15     20
D46V7, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1              25                13
  CLUS_2               4                15
  CLUS_3               7                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        7      4     25
  6Q LOSS WILD-TYPE     19     16     13
D46V8, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               7                19
  CLUS_2               4                16
  CLUS_3              25                13

Clustering(47) Variable = 8P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        5      4      4
  8P LOSS WILD-TYPE     19     42     17
D47V1, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               5                19
  CLUS_2               4                42
  CLUS_3               4                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        7      1      5
  8P LOSS WILD-TYPE     24     34     19
D47V2, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               7                24
  CLUS_2               1                34
  CLUS_3               5                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       10      0      2
  8P LOSS WILD-TYPE     30     24     18
D47V3, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              10                30
  CLUS_2               0                24
  CLUS_3               2                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        0      1     11
  8P LOSS WILD-TYPE      1     30     41
D47V4, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                30
  CLUS_3              11                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED        6      0      2      4
  8P LOSS WILD-TYPE     25     19     10     18
D47V5, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               6                25
  CLUS_2               0                19
  CLUS_3               2                10
  CLUS_4               4                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       10      1      1
  8P LOSS WILD-TYPE     27     16     29
D47V6, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              10                27
  CLUS_2               1                16
  CLUS_3               1                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        9      0      3
  8P LOSS WILD-TYPE     29     19     24
D47V7, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               9                29
  CLUS_2               0                19
  CLUS_3               3                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        0      2     10
  8P LOSS WILD-TYPE     26     18     28
D47V8, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               0                26
  CLUS_2               2                18
  CLUS_3              10                28

Clustering(48) Variable = 8Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        0      1      2
  8Q LOSS WILD-TYPE     24     45     19
D48V1, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               0                24
  CLUS_2               1                45
  CLUS_3               2                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        1      0      2
  8Q LOSS WILD-TYPE     30     35     22
D48V2, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               1                30
  CLUS_2               0                35
  CLUS_3               2                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        3      0      0
  8Q LOSS WILD-TYPE     37     24     20
D48V3, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               3                37
  CLUS_2               0                24
  CLUS_3               0                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        0      0      3
  8Q LOSS WILD-TYPE      1     31     49
D48V4, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               0                31
  CLUS_3               3                49
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        1      0      0      2
  8Q LOSS WILD-TYPE     30     19     12     20
D48V5, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               1                30
  CLUS_2               0                19
  CLUS_3               0                12
  CLUS_4               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        2      0      1
  8Q LOSS WILD-TYPE     35     17     29
D48V6, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               2                35
  CLUS_2               0                17
  CLUS_3               1                29
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        2      0      1
  8Q LOSS WILD-TYPE     36     19     26
D48V7, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               2                36
  CLUS_2               0                19
  CLUS_3               1                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        0      1      2
  8Q LOSS WILD-TYPE     26     19     36
D48V8, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               0                26
  CLUS_2               1                19
  CLUS_3               2                36

Clustering(49) Variable = 9P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       11     11     14
  9P LOSS WILD-TYPE     13     35      7
D49V1, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              11                13
  CLUS_2              11                35
  CLUS_3              14                 7
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       18      9      8
  9P LOSS WILD-TYPE     13     26     16
D49V2, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              18                13
  CLUS_2               9                26
  CLUS_3               8                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       20      6      4
  9P LOSS WILD-TYPE     20     18     16
D49V3, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              20                20
  CLUS_2               6                18
  CLUS_3               4                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED        0      9     21
  9P LOSS WILD-TYPE      1     22     31
D49V4, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               9                22
  CLUS_3              21                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED       15      7      3      5
  9P LOSS WILD-TYPE     16     12      9     17
D49V5, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              15                16
  CLUS_2               7                12
  CLUS_3               3                 9
  CLUS_4               5                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       18      4      8
  9P LOSS WILD-TYPE     19     13     22
D49V6, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              18                19
  CLUS_2               4                13
  CLUS_3               8                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       19      6      5
  9P LOSS WILD-TYPE     19     13     22
D49V7, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              19                19
  CLUS_2               6                13
  CLUS_3               5                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED        7      5     18
  9P LOSS WILD-TYPE     19     15     20
D49V8, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               7                19
  CLUS_2               5                15
  CLUS_3              18                20

Clustering(50) Variable = 9Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        7      8      9
  9Q LOSS WILD-TYPE     17     38     12
D50V1, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               7                17
  CLUS_2               8                38
  CLUS_3               9                12
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       11      8      4
  9Q LOSS WILD-TYPE     20     27     20
D50V2, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              11                20
  CLUS_2               8                27
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       10      6      3
  9Q LOSS WILD-TYPE     30     18     17
D50V3, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              10                30
  CLUS_2               6                18
  CLUS_3               3                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        0      7     12
  9Q LOSS WILD-TYPE      1     24     40
D50V4, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               7                24
  CLUS_3              12                40
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED        9      6      2      2
  9Q LOSS WILD-TYPE     22     13     10     20
D50V5, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               9                22
  CLUS_2               6                13
  CLUS_3               2                10
  CLUS_4               2                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        8      3      8
  9Q LOSS WILD-TYPE     29     14     22
D50V6, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               8                29
  CLUS_2               3                14
  CLUS_3               8                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       11      5      3
  9Q LOSS WILD-TYPE     27     14     24
D50V7, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              11                27
  CLUS_2               5                14
  CLUS_3               3                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        6      3     10
  9Q LOSS WILD-TYPE     20     17     28
D50V8, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               6                20
  CLUS_2               3                17
  CLUS_3              10                28

Clustering(51) Variable = 10P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        6      2      7
  10P LOSS WILD-TYPE     18     44     14
D51V1, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                6                 18
  CLUS_2                2                 44
  CLUS_3                7                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        6      2      6
  10P LOSS WILD-TYPE     25     33     18
D51V2, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                6                 25
  CLUS_2                2                 33
  CLUS_3                6                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        8      2      3
  10P LOSS WILD-TYPE     32     22     17
D51V3, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                8                 32
  CLUS_2                2                 22
  CLUS_3                3                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        0      1     12
  10P LOSS WILD-TYPE      1     30     40
D51V4, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 30
  CLUS_3               12                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED        4      2      1      6
  10P LOSS WILD-TYPE     27     17     11     16
D51V5, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                4                 27
  CLUS_2                2                 17
  CLUS_3                1                 11
  CLUS_4                6                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       10      1      2
  10P LOSS WILD-TYPE     27     16     28
D51V6, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               10                 27
  CLUS_2                1                 16
  CLUS_3                2                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        8      0      5
  10P LOSS WILD-TYPE     30     19     22
D51V7, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                8                 30
  CLUS_2                0                 19
  CLUS_3                5                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        2      2      9
  10P LOSS WILD-TYPE     24     18     29
D51V8, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                2                 24
  CLUS_2                2                 18
  CLUS_3                9                 29

Clustering(52) Variable = 10Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        6      1      8
  10Q LOSS WILD-TYPE     18     45     13
D52V1, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                6                 18
  CLUS_2                1                 45
  CLUS_3                8                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        8      2      4
  10Q LOSS WILD-TYPE     23     33     20
D52V2, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                8                 23
  CLUS_2                2                 33
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        9      3      2
  10Q LOSS WILD-TYPE     31     21     18
D52V3, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                9                 31
  CLUS_2                3                 21
  CLUS_3                2                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        0      1     13
  10Q LOSS WILD-TYPE      1     30     39
D52V4, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 30
  CLUS_3               13                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED        5      3      1      5
  10Q LOSS WILD-TYPE     26     16     11     17
D52V5, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                5                 26
  CLUS_2                3                 16
  CLUS_3                1                 11
  CLUS_4                5                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       11      0      3
  10Q LOSS WILD-TYPE     26     17     27
D52V6, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               11                 26
  CLUS_2                0                 17
  CLUS_3                3                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        9      1      4
  10Q LOSS WILD-TYPE     29     18     23
D52V7, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                9                 29
  CLUS_2                1                 18
  CLUS_3                4                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        3      1     10
  10Q LOSS WILD-TYPE     23     19     28
D52V8, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                3                 23
  CLUS_2                1                 19
  CLUS_3               10                 28

Clustering(53) Variable = 11P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        1      2      5
  11P LOSS WILD-TYPE     23     44     16
D53V1, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                1                 23
  CLUS_2                2                 44
  CLUS_3                5                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        3      2      3
  11P LOSS WILD-TYPE     28     33     21
D53V2, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                3                 28
  CLUS_2                2                 33
  CLUS_3                3                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        3      4      0
  11P LOSS WILD-TYPE     37     20     20
D53V3, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                3                 37
  CLUS_2                4                 20
  CLUS_3                0                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        0      3      4
  11P LOSS WILD-TYPE      1     28     48
D53V4, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                3                 28
  CLUS_3                4                 48
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED        3      4      0      0
  11P LOSS WILD-TYPE     28     15     12     22
D53V5, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                3                 28
  CLUS_2                4                 15
  CLUS_3                0                 12
  CLUS_4                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        3      0      4
  11P LOSS WILD-TYPE     34     17     26
D53V6, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                3                 34
  CLUS_2                0                 17
  CLUS_3                4                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        4      3      0
  11P LOSS WILD-TYPE     34     16     27
D53V7, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                4                 34
  CLUS_2                3                 16
  CLUS_3                0                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        4      0      3
  11P LOSS WILD-TYPE     22     20     35
D53V8, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                4                 22
  CLUS_2                0                 20
  CLUS_3                3                 35

Clustering(54) Variable = 11Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        2      3      5
  11Q LOSS WILD-TYPE     22     43     16
D54V1, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                3                 43
  CLUS_3                5                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        5      3      2
  11Q LOSS WILD-TYPE     26     32     22
D54V2, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                5                 26
  CLUS_2                3                 32
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        4      4      1
  11Q LOSS WILD-TYPE     36     20     19
D54V3, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                4                 36
  CLUS_2                4                 20
  CLUS_3                1                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        0      3      6
  11Q LOSS WILD-TYPE      1     28     46
D54V4, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                3                 28
  CLUS_3                6                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED        4      2      1      2
  11Q LOSS WILD-TYPE     27     17     11     20
D54V5, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                4                 27
  CLUS_2                2                 17
  CLUS_3                1                 11
  CLUS_4                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        4      2      3
  11Q LOSS WILD-TYPE     33     15     27
D54V6, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                4                 33
  CLUS_2                2                 15
  CLUS_3                3                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        6      1      2
  11Q LOSS WILD-TYPE     32     18     25
D54V7, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                6                 32
  CLUS_2                1                 18
  CLUS_3                2                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        3      2      4
  11Q LOSS WILD-TYPE     23     18     34
D54V8, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                3                 23
  CLUS_2                2                 18
  CLUS_3                4                 34

Clustering(55) Variable = 12P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        5      1      4
  12P LOSS WILD-TYPE     19     45     17
D55V1, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                5                 19
  CLUS_2                1                 45
  CLUS_3                4                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        5      0      5
  12P LOSS WILD-TYPE     26     35     19
D55V2, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                5                 26
  CLUS_2                0                 35
  CLUS_3                5                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        8      0      1
  12P LOSS WILD-TYPE     32     24     19
D55V3, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                8                 32
  CLUS_2                0                 24
  CLUS_3                1                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        0      0      9
  12P LOSS WILD-TYPE      1     31     43
D55V4, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3                9                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED        7      0      0      2
  12P LOSS WILD-TYPE     24     19     12     20
D55V5, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                7                 24
  CLUS_2                0                 19
  CLUS_3                0                 12
  CLUS_4                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        7      0      2
  12P LOSS WILD-TYPE     30     17     28
D55V6, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                7                 30
  CLUS_2                0                 17
  CLUS_3                2                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        6      1      2
  12P LOSS WILD-TYPE     32     18     25
D55V7, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                6                 32
  CLUS_2                1                 18
  CLUS_3                2                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        0      1      8
  12P LOSS WILD-TYPE     26     19     30
D55V8, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                0                 26
  CLUS_2                1                 19
  CLUS_3                8                 30

Clustering(56) Variable = 12Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        4      1      8
  12Q LOSS WILD-TYPE     20     45     13
D56V1, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                4                 20
  CLUS_2                1                 45
  CLUS_3                8                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        7      0      6
  12Q LOSS WILD-TYPE     24     35     18
D56V2, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                7                 24
  CLUS_2                0                 35
  CLUS_3                6                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        7      2      2
  12Q LOSS WILD-TYPE     33     22     18
D56V3, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                7                 33
  CLUS_2                2                 22
  CLUS_3                2                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        0      1     10
  12Q LOSS WILD-TYPE      1     30     42
D56V4, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 30
  CLUS_3               10                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        6      2      1      2
  12Q LOSS WILD-TYPE     25     17     11     20
D56V5, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                6                 25
  CLUS_2                2                 17
  CLUS_3                1                 11
  CLUS_4                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        8      0      3
  12Q LOSS WILD-TYPE     29     17     27
D56V6, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                8                 29
  CLUS_2                0                 17
  CLUS_3                3                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        7      1      3
  12Q LOSS WILD-TYPE     31     18     24
D56V7, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                7                 31
  CLUS_2                1                 18
  CLUS_3                3                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        2      1      8
  12Q LOSS WILD-TYPE     24     19     30
D56V8, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                2                 24
  CLUS_2                1                 19
  CLUS_3                8                 30

Clustering(57) Variable = 13Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        2      1      8
  13Q LOSS WILD-TYPE     22     45     13
D57V1, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                1                 45
  CLUS_3                8                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        5      2      4
  13Q LOSS WILD-TYPE     26     33     20
D57V2, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                5                 26
  CLUS_2                2                 33
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        8      2      0
  13Q LOSS WILD-TYPE     32     22     20
D57V3, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                8                 32
  CLUS_2                2                 22
  CLUS_3                0                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        0      1      9
  13Q LOSS WILD-TYPE      1     30     43
D57V4, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 30
  CLUS_3                9                 43
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED        6      1      0      3
  13Q LOSS WILD-TYPE     25     18     12     19
D57V5, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                6                 25
  CLUS_2                1                 18
  CLUS_3                0                 12
  CLUS_4                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        8      0      2
  13Q LOSS WILD-TYPE     29     17     28
D57V6, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                8                 29
  CLUS_2                0                 17
  CLUS_3                2                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        7      1      2
  13Q LOSS WILD-TYPE     31     18     25
D57V7, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                7                 31
  CLUS_2                1                 18
  CLUS_3                2                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        1      1      8
  13Q LOSS WILD-TYPE     25     19     30
D57V8, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                1                 25
  CLUS_2                1                 19
  CLUS_3                8                 30

Clustering(58) Variable = 14Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        2      3      2
  14Q LOSS WILD-TYPE     22     43     19
D58V1, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                3                 43
  CLUS_3                2                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        2      0      5
  14Q LOSS WILD-TYPE     29     35     19
D58V2, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                2                 29
  CLUS_2                0                 35
  CLUS_3                5                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        5      0      2
  14Q LOSS WILD-TYPE     35     24     18
D58V3, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                5                 35
  CLUS_2                0                 24
  CLUS_3                2                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        0      2      5
  14Q LOSS WILD-TYPE      1     29     47
D58V4, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                2                 29
  CLUS_3                5                 47
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED        3      0      1      3
  14Q LOSS WILD-TYPE     28     19     11     19
D58V5, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                3                 28
  CLUS_2                0                 19
  CLUS_3                1                 11
  CLUS_4                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        4      2      1
  14Q LOSS WILD-TYPE     33     15     29
D58V6, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                4                 33
  CLUS_2                2                 15
  CLUS_3                1                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        4      0      3
  14Q LOSS WILD-TYPE     34     19     24
D58V7, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                4                 34
  CLUS_2                0                 19
  CLUS_3                3                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        0      3      4
  14Q LOSS WILD-TYPE     26     17     34
D58V8, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                0                 26
  CLUS_2                3                 17
  CLUS_3                4                 34

Clustering(59) Variable = 15Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        8      1      6
  15Q LOSS WILD-TYPE     16     45     15
D59V1, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                8                 16
  CLUS_2                1                 45
  CLUS_3                6                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       11      0      4
  15Q LOSS WILD-TYPE     20     35     20
D59V2, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               11                 20
  CLUS_2                0                 35
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       12      1      2
  15Q LOSS WILD-TYPE     28     23     18
D59V3, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               12                 28
  CLUS_2                1                 23
  CLUS_3                2                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        0      0     15
  15Q LOSS WILD-TYPE      1     31     37
D59V4, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3               15                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED       12      0      1      2
  15Q LOSS WILD-TYPE     19     19     11     20
D59V5, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               12                 19
  CLUS_2                0                 19
  CLUS_3                1                 11
  CLUS_4                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       12      0      3
  15Q LOSS WILD-TYPE     25     17     27
D59V6, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               12                 25
  CLUS_2                0                 17
  CLUS_3                3                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED       11      1      3
  15Q LOSS WILD-TYPE     27     18     24
D59V7, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1               11                 27
  CLUS_2                1                 18
  CLUS_3                3                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        0      1     14
  15Q LOSS WILD-TYPE     26     19     24
D59V8, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                0                 26
  CLUS_2                1                 19
  CLUS_3               14                 24

Clustering(60) Variable = 16P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        3      0      0
  16P LOSS WILD-TYPE     21     46     21
D60V1, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                0                 46
  CLUS_3                0                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        2      0      1
  16P LOSS WILD-TYPE     29     35     23
D60V2, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                2                 29
  CLUS_2                0                 35
  CLUS_3                1                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        2      1      0
  16P LOSS WILD-TYPE     38     23     20
D60V3, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                2                 38
  CLUS_2                1                 23
  CLUS_3                0                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        0      0      3
  16P LOSS WILD-TYPE      1     31     49
D60V4, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3                3                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED        3      0      0      0
  16P LOSS WILD-TYPE     28     19     12     22
D60V5, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                3                 28
  CLUS_2                0                 19
  CLUS_3                0                 12
  CLUS_4                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        2      0      1
  16P LOSS WILD-TYPE     35     17     29
D60V6, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                2                 35
  CLUS_2                0                 17
  CLUS_3                1                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        3      0      0
  16P LOSS WILD-TYPE     35     19     27
D60V7, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                3                 35
  CLUS_2                0                 19
  CLUS_3                0                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        0      0      3
  16P LOSS WILD-TYPE     26     20     35
D60V8, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                0                 26
  CLUS_2                0                 20
  CLUS_3                3                 35

Clustering(61) Variable = 16Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        2      0      1
  16Q LOSS WILD-TYPE     22     46     20
D61V1, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                0                 46
  CLUS_3                1                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        1      0      2
  16Q LOSS WILD-TYPE     30     35     22
D61V2, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                1                 30
  CLUS_2                0                 35
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        3      0      0
  16Q LOSS WILD-TYPE     37     24     20
D61V3, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                3                 37
  CLUS_2                0                 24
  CLUS_3                0                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        0      0      3
  16Q LOSS WILD-TYPE      1     31     49
D61V4, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3                3                 49
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED        2      0      0      1
  16Q LOSS WILD-TYPE     29     19     12     21
D61V5, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                2                 29
  CLUS_2                0                 19
  CLUS_3                0                 12
  CLUS_4                1                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        3      0      0
  16Q LOSS WILD-TYPE     34     17     30
D61V6, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                3                 34
  CLUS_2                0                 17
  CLUS_3                0                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        3      0      0
  16Q LOSS WILD-TYPE     35     19     27
D61V7, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                3                 35
  CLUS_2                0                 19
  CLUS_3                0                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        0      0      3
  16Q LOSS WILD-TYPE     26     20     35
D61V8, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                0                 26
  CLUS_2                0                 20
  CLUS_3                3                 35

Clustering(62) Variable = 17P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       18      3     16
  17P LOSS WILD-TYPE      6     43      5
D62V1, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               18                  6
  CLUS_2                3                 43
  CLUS_3               16                  5
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       25      1     11
  17P LOSS WILD-TYPE      6     34     13
D62V2, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               25                  6
  CLUS_2                1                 34
  CLUS_3               11                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       24      8      2
  17P LOSS WILD-TYPE     16     16     18
D62V3, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               24                 16
  CLUS_2                8                 16
  CLUS_3                2                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED        0      3     31
  17P LOSS WILD-TYPE      1     28     21
D62V4, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                3                 28
  CLUS_3               31                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED       24      6      1      3
  17P LOSS WILD-TYPE      7     13     11     19
D62V5, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               24                  7
  CLUS_2                6                 13
  CLUS_3                1                 11
  CLUS_4                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       22      1     11
  17P LOSS WILD-TYPE     15     16     19
D62V6, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               22                 15
  CLUS_2                1                 16
  CLUS_3               11                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED       26      6      2
  17P LOSS WILD-TYPE     12     13     25
D62V7, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1               26                 12
  CLUS_2                6                 13
  CLUS_3                2                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED        8      1     25
  17P LOSS WILD-TYPE     18     19     13
D62V8, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                8                 18
  CLUS_2                1                 19
  CLUS_3               25                 13

Clustering(63) Variable = 17Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        4      1      7
  17Q LOSS WILD-TYPE     20     45     14
D63V1, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                4                 20
  CLUS_2                1                 45
  CLUS_3                7                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        7      1      4
  17Q LOSS WILD-TYPE     24     34     20
D63V2, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                7                 24
  CLUS_2                1                 34
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        6      3      1
  17Q LOSS WILD-TYPE     34     21     19
D63V3, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                6                 34
  CLUS_2                3                 21
  CLUS_3                1                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        0      2      8
  17Q LOSS WILD-TYPE      1     29     44
D63V4, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                2                 29
  CLUS_3                8                 44
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED        6      2      1      1
  17Q LOSS WILD-TYPE     25     17     11     21
D63V5, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                6                 25
  CLUS_2                2                 17
  CLUS_3                1                 11
  CLUS_4                1                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        4      1      5
  17Q LOSS WILD-TYPE     33     16     25
D63V6, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                4                 33
  CLUS_2                1                 16
  CLUS_3                5                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        6      3      1
  17Q LOSS WILD-TYPE     32     16     26
D63V7, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                6                 32
  CLUS_2                3                 16
  CLUS_3                1                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        3      1      6
  17Q LOSS WILD-TYPE     23     19     32
D63V8, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                3                 23
  CLUS_2                1                 19
  CLUS_3                6                 32

Clustering(64) Variable = 18P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        9     17      6
  18P LOSS WILD-TYPE     15     29     15
D64V1, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                9                 15
  CLUS_2               17                 29
  CLUS_3                6                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        9     10     13
  18P LOSS WILD-TYPE     22     25     11
D64V2, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                9                 22
  CLUS_2               10                 25
  CLUS_3               13                 11
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       11     11      9
  18P LOSS WILD-TYPE     29     13     11
D64V3, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               11                 29
  CLUS_2               11                 13
  CLUS_3                9                 11
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        0     13     18
  18P LOSS WILD-TYPE      1     18     34
D64V4, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               13                 18
  CLUS_3               18                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED       11      5      7      8
  18P LOSS WILD-TYPE     20     14      5     14
D64V5, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               11                 20
  CLUS_2                5                 14
  CLUS_3                7                  5
  CLUS_4                8                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        9      9     13
  18P LOSS WILD-TYPE     28      8     17
D64V6, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                9                 28
  CLUS_2                9                  8
  CLUS_3               13                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       11      7     13
  18P LOSS WILD-TYPE     27     12     14
D64V7, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               11                 27
  CLUS_2                7                 12
  CLUS_3               13                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        9     10     12
  18P LOSS WILD-TYPE     17     10     26
D64V8, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                9                 17
  CLUS_2               10                 10
  CLUS_3               12                 26

Clustering(65) Variable = 18Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       20     20     12
  18Q LOSS WILD-TYPE      4     26      9
D65V1, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               20                  4
  CLUS_2               20                 26
  CLUS_3               12                  9
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       22     12     18
  18Q LOSS WILD-TYPE      9     23      6
D65V2, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               22                  9
  CLUS_2               12                 23
  CLUS_3               18                  6
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       25     15      9
  18Q LOSS WILD-TYPE     15      9     11
D65V3, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               25                 15
  CLUS_2               15                  9
  CLUS_3                9                 11
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        0     15     34
  18Q LOSS WILD-TYPE      1     16     18
D65V4, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               15                 16
  CLUS_3               34                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED       24      9      7      9
  18Q LOSS WILD-TYPE      7     10      5     13
D65V5, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               24                  7
  CLUS_2                9                 10
  CLUS_3                7                  5
  CLUS_4                9                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       23      9     17
  18Q LOSS WILD-TYPE     14      8     13
D65V6, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               23                 14
  CLUS_2                9                  8
  CLUS_3               17                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       27      9     13
  18Q LOSS WILD-TYPE     11     10     14
D65V7, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               27                 11
  CLUS_2                9                 10
  CLUS_3               13                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       13     10     26
  18Q LOSS WILD-TYPE     13     10     12
D65V8, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               13                 13
  CLUS_2               10                 10
  CLUS_3               26                 12

Clustering(66) Variable = 19P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        3      1      7
  19P LOSS WILD-TYPE     21     45     14
D66V1, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                3                 21
  CLUS_2                1                 45
  CLUS_3                7                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        6      1      4
  19P LOSS WILD-TYPE     25     34     20
D66V2, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                6                 25
  CLUS_2                1                 34
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        9      2      0
  19P LOSS WILD-TYPE     31     22     20
D66V3, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                9                 31
  CLUS_2                2                 22
  CLUS_3                0                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        0      0     11
  19P LOSS WILD-TYPE      1     31     41
D66V4, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3               11                 41
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED        6      2      0      3
  19P LOSS WILD-TYPE     25     17     12     19
D66V5, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                6                 25
  CLUS_2                2                 17
  CLUS_3                0                 12
  CLUS_4                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        8      0      3
  19P LOSS WILD-TYPE     29     17     27
D66V6, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                8                 29
  CLUS_2                0                 17
  CLUS_3                3                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        8      1      2
  19P LOSS WILD-TYPE     30     18     25
D66V7, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                8                 30
  CLUS_2                1                 18
  CLUS_3                2                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        3      1      7
  19P LOSS WILD-TYPE     23     19     31
D66V8, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                3                 23
  CLUS_2                1                 19
  CLUS_3                7                 31

Clustering(67) Variable = 19Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        2      1      3
  19Q LOSS WILD-TYPE     22     45     18
D67V1, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                2                 22
  CLUS_2                1                 45
  CLUS_3                3                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        3      1      2
  19Q LOSS WILD-TYPE     28     34     22
D67V2, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                3                 28
  CLUS_2                1                 34
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        6      0      0
  19Q LOSS WILD-TYPE     34     24     20
D67V3, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                6                 34
  CLUS_2                0                 24
  CLUS_3                0                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        0      0      6
  19Q LOSS WILD-TYPE      1     31     46
D67V4, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                0                 31
  CLUS_3                6                 46
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED        3      0      0      3
  19Q LOSS WILD-TYPE     28     19     12     19
D67V5, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                3                 28
  CLUS_2                0                 19
  CLUS_3                0                 12
  CLUS_4                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        6      0      0
  19Q LOSS WILD-TYPE     31     17     30
D67V6, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                6                 31
  CLUS_2                0                 17
  CLUS_3                0                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        4      0      2
  19Q LOSS WILD-TYPE     34     19     25
D67V7, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                4                 34
  CLUS_2                0                 19
  CLUS_3                2                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        0      1      5
  19Q LOSS WILD-TYPE     26     19     33
D67V8, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                0                 26
  CLUS_2                1                 19
  CLUS_3                5                 33

Clustering(68) Variable = 20P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        4      1      4
  20P LOSS WILD-TYPE     20     45     17
D68V1, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                4                 20
  CLUS_2                1                 45
  CLUS_3                4                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        6      1      2
  20P LOSS WILD-TYPE     25     34     22
D68V2, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                6                 25
  CLUS_2                1                 34
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        4      4      0
  20P LOSS WILD-TYPE     36     20     20
D68V3, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                4                 36
  CLUS_2                4                 20
  CLUS_3                0                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        0      1      7
  20P LOSS WILD-TYPE      1     30     45
D68V4, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 30
  CLUS_3                7                 45
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        7      1      0      0
  20P LOSS WILD-TYPE     24     18     12     22
D68V5, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                7                 24
  CLUS_2                1                 18
  CLUS_3                0                 12
  CLUS_4                0                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        4      0      4
  20P LOSS WILD-TYPE     33     17     26
D68V6, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                4                 33
  CLUS_2                0                 17
  CLUS_3                4                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        7      1      0
  20P LOSS WILD-TYPE     31     18     27
D68V7, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                7                 31
  CLUS_2                1                 18
  CLUS_3                0                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        3      0      5
  20P LOSS WILD-TYPE     23     20     33
D68V8, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                3                 23
  CLUS_2                0                 20
  CLUS_3                5                 33

Clustering(69) Variable = 21Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       15      5     12
  21Q LOSS WILD-TYPE      9     41      9
D69V1, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               15                  9
  CLUS_2                5                 41
  CLUS_3               12                  9
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       15      5     11
  21Q LOSS WILD-TYPE     16     30     13
D69V2, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               15                 16
  CLUS_2                5                 30
  CLUS_3               11                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       18      9      2
  21Q LOSS WILD-TYPE     22     15     18
D69V3, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               18                 22
  CLUS_2                9                 15
  CLUS_3                2                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        1      5     23
  21Q LOSS WILD-TYPE      0     26     29
D69V4, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                1                  0
  CLUS_2                5                 26
  CLUS_3               23                 29
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED       16      7      3      3
  21Q LOSS WILD-TYPE     15     12      9     19
D69V5, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               16                 15
  CLUS_2                7                 12
  CLUS_3                3                  9
  CLUS_4                3                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       15      2     12
  21Q LOSS WILD-TYPE     22     15     18
D69V6, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               15                 22
  CLUS_2                2                 15
  CLUS_3               12                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       18      7      4
  21Q LOSS WILD-TYPE     20     12     23
D69V7, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               18                 20
  CLUS_2                7                 12
  CLUS_3                4                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       10      3     16
  21Q LOSS WILD-TYPE     16     17     22
D69V8, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               10                 16
  CLUS_2                3                 17
  CLUS_3               16                 22

Clustering(70) Variable = 22Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        8      4      8
  22Q LOSS WILD-TYPE     16     42     13
D70V1, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                8                 16
  CLUS_2                4                 42
  CLUS_3                8                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        8      3      9
  22Q LOSS WILD-TYPE     23     32     15
D70V2, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                8                 23
  CLUS_2                3                 32
  CLUS_3                9                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       10      6      1
  22Q LOSS WILD-TYPE     30     18     19
D70V3, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               10                 30
  CLUS_2                6                 18
  CLUS_3                1                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        0      3     14
  22Q LOSS WILD-TYPE      1     28     38
D70V4, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                3                 28
  CLUS_3               14                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED       11      2      2      2
  22Q LOSS WILD-TYPE     20     17     10     20
D70V5, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               11                 20
  CLUS_2                2                 17
  CLUS_3                2                 10
  CLUS_4                2                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        8      1      8
  22Q LOSS WILD-TYPE     29     16     22
D70V6, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                8                 29
  CLUS_2                1                 16
  CLUS_3                8                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED       12      2      3
  22Q LOSS WILD-TYPE     26     17     24
D70V7, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1               12                 26
  CLUS_2                2                 17
  CLUS_3                3                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        5      2     10
  22Q LOSS WILD-TYPE     21     18     28
D70V8, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                5                 21
  CLUS_2                2                 18
  CLUS_3               10                 28

Clustering(71) Variable = XQ LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        3      0      6
  XQ LOSS WILD-TYPE     21     46     15
D71V1, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               3                21
  CLUS_2               0                46
  CLUS_3               6                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        5      1      3
  XQ LOSS WILD-TYPE     26     34     21
D71V2, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               5                26
  CLUS_2               1                34
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        5      3      0
  XQ LOSS WILD-TYPE     35     21     20
D71V3, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               5                35
  CLUS_2               3                21
  CLUS_3               0                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        0      2      6
  XQ LOSS WILD-TYPE      1     29     46
D71V4, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                29
  CLUS_3               6                46
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED        5      3      0      0
  XQ LOSS WILD-TYPE     26     16     12     22
D71V5, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               5                26
  CLUS_2               3                16
  CLUS_3               0                12
  CLUS_4               0                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        5      0      3
  XQ LOSS WILD-TYPE     32     17     27
D71V6, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               5                32
  CLUS_2               0                17
  CLUS_3               3                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        6      2      0
  XQ LOSS WILD-TYPE     32     17     27
D71V7, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               6                32
  CLUS_2               2                17
  CLUS_3               0                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        3      0      5
  XQ LOSS WILD-TYPE     23     20     33
D71V8, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               3                23
  CLUS_2               0                20
  CLUS_3               5                33
> q(save="no")
