
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/ESCA-TP/6159679/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/ESCA-TP/6159635/ESCA-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=ESCA-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=ESCA-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/ESCA-TP/6159635/ESCA-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/ESCA-TP/6159679/transformed.cor.cli.txt"

nPatients in clinical file=73, in cluster file=73, common to both=73
[1] 80 73
[1] "1P GAIN MUTATION ANALYSIS"
[1] 3
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               10                63 
  1P GAIN MUTATED 1P GAIN WILD-TYPE 
               10                63 
[1] "1Q GAIN MUTATION ANALYSIS"
[1] 3
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               25                48 
  1Q GAIN MUTATED 1Q GAIN WILD-TYPE 
               25                48 
[1] "2P GAIN MUTATION ANALYSIS"
[1] 3
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               29                44 
  2P GAIN MUTATED 2P GAIN WILD-TYPE 
               29                44 
[1] "2Q GAIN MUTATION ANALYSIS"
[1] 3
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               18                55 
  2Q GAIN MUTATED 2Q GAIN WILD-TYPE 
               18                55 
[1] "3P GAIN MUTATION ANALYSIS"
[1] 3
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               11                62 
  3P GAIN MUTATED 3P GAIN WILD-TYPE 
               11                62 
[1] "3Q GAIN MUTATION ANALYSIS"
[1] 3
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               33                40 
  3Q GAIN MUTATED 3Q GAIN WILD-TYPE 
               33                40 
[1] "4P GAIN MUTATION ANALYSIS"
[1] 3
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
                6                67 
  4P GAIN MUTATED 4P GAIN WILD-TYPE 
                6                67 
[1] "4Q GAIN MUTATION ANALYSIS"
[1] 3
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
                5                68 
  4Q GAIN MUTATED 4Q GAIN WILD-TYPE 
                5                68 
[1] "5P GAIN MUTATION ANALYSIS"
[1] 3
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               33                40 
  5P GAIN MUTATED 5P GAIN WILD-TYPE 
               33                40 
[1] "5Q GAIN MUTATION ANALYSIS"
[1] 3
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               10                63 
  5Q GAIN MUTATED 5Q GAIN WILD-TYPE 
               10                63 
[1] "6P GAIN MUTATION ANALYSIS"
[1] 3
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
                9                64 
  6P GAIN MUTATED 6P GAIN WILD-TYPE 
                9                64 
[1] "6Q GAIN MUTATION ANALYSIS"
[1] 3
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
                8                65 
  6Q GAIN MUTATED 6Q GAIN WILD-TYPE 
                8                65 
[1] "7P GAIN MUTATION ANALYSIS"
[1] 3
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
               47                26 
  7P GAIN MUTATED 7P GAIN WILD-TYPE 
               47                26 
[1] "7Q GAIN MUTATION ANALYSIS"
[1] 3
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
               34                39 
  7Q GAIN MUTATED 7Q GAIN WILD-TYPE 
               34                39 
[1] "8P GAIN MUTATION ANALYSIS"
[1] 3
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               29                44 
  8P GAIN MUTATED 8P GAIN WILD-TYPE 
               29                44 
[1] "8Q GAIN MUTATION ANALYSIS"
[1] 3
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
               41                32 
  8Q GAIN MUTATED 8Q GAIN WILD-TYPE 
               41                32 
[1] "9P GAIN MUTATION ANALYSIS"
[1] 3
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
                7                66 
  9P GAIN MUTATED 9P GAIN WILD-TYPE 
                7                66 
[1] "9Q GAIN MUTATION ANALYSIS"
[1] 3
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
               17                56 
  9Q GAIN MUTATED 9Q GAIN WILD-TYPE 
               17                56 
[1] "10P GAIN MUTATION ANALYSIS"
[1] 3
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                14                 59 
  10P GAIN MUTATED 10P GAIN WILD-TYPE 
                14                 59 
[1] "10Q GAIN MUTATION ANALYSIS"
[1] 3
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                 9                 64 
  10Q GAIN MUTATED 10Q GAIN WILD-TYPE 
                 9                 64 
[1] "11P GAIN MUTATION ANALYSIS"
[1] 3
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                15                 58 
  11P GAIN MUTATED 11P GAIN WILD-TYPE 
                15                 58 
[1] "11Q GAIN MUTATION ANALYSIS"
[1] 3
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                13                 60 
  11Q GAIN MUTATED 11Q GAIN WILD-TYPE 
                13                 60 
[1] "12P GAIN MUTATION ANALYSIS"
[1] 3
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                31                 42 
  12P GAIN MUTATED 12P GAIN WILD-TYPE 
                31                 42 
[1] "12Q GAIN MUTATION ANALYSIS"
[1] 3
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                18                 55 
  12Q GAIN MUTATED 12Q GAIN WILD-TYPE 
                18                 55 
[1] "13Q GAIN MUTATION ANALYSIS"
[1] 3
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                15                 58 
  13Q GAIN MUTATED 13Q GAIN WILD-TYPE 
                15                 58 
[1] "14Q GAIN MUTATION ANALYSIS"
[1] 3
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                22                 51 
  14Q GAIN MUTATED 14Q GAIN WILD-TYPE 
                22                 51 
[1] "15Q GAIN MUTATION ANALYSIS"
[1] 3
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                12                 61 
  15Q GAIN MUTATED 15Q GAIN WILD-TYPE 
                12                 61 
[1] "16P GAIN MUTATION ANALYSIS"
[1] 3
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                16                 57 
  16P GAIN MUTATED 16P GAIN WILD-TYPE 
                16                 57 
[1] "16Q GAIN MUTATION ANALYSIS"
[1] 3
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                13                 60 
  16Q GAIN MUTATED 16Q GAIN WILD-TYPE 
                13                 60 
[1] "17P GAIN MUTATION ANALYSIS"
[1] 3
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                15                 58 
  17P GAIN MUTATED 17P GAIN WILD-TYPE 
                15                 58 
[1] "17Q GAIN MUTATION ANALYSIS"
[1] 3
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                21                 52 
  17Q GAIN MUTATED 17Q GAIN WILD-TYPE 
                21                 52 
[1] "18P GAIN MUTATION ANALYSIS"
[1] 3
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                24                 49 
  18P GAIN MUTATED 18P GAIN WILD-TYPE 
                24                 49 
[1] "18Q GAIN MUTATION ANALYSIS"
[1] 3
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                 9                 64 
  18Q GAIN MUTATED 18Q GAIN WILD-TYPE 
                 9                 64 
[1] "19P GAIN MUTATION ANALYSIS"
[1] 3
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                11                 62 
  19P GAIN MUTATED 19P GAIN WILD-TYPE 
                11                 62 
[1] "19Q GAIN MUTATION ANALYSIS"
[1] 3
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                15                 58 
  19Q GAIN MUTATED 19Q GAIN WILD-TYPE 
                15                 58 
[1] "20P GAIN MUTATION ANALYSIS"
[1] 3
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
                39                 34 
  20P GAIN MUTATED 20P GAIN WILD-TYPE 
                39                 34 
[1] "20Q GAIN MUTATION ANALYSIS"
[1] 3
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
                42                 31 
  20Q GAIN MUTATED 20Q GAIN WILD-TYPE 
                42                 31 
[1] "21Q GAIN MUTATION ANALYSIS"
[1] 3
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                 8                 65 
  21Q GAIN MUTATED 21Q GAIN WILD-TYPE 
                 8                 65 
[1] "22Q GAIN MUTATION ANALYSIS"
[1] 3
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                17                 56 
  22Q GAIN MUTATED 22Q GAIN WILD-TYPE 
                17                 56 
[1] "XQ GAIN MUTATION ANALYSIS"
[1] 3
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               17                56 
  XQ GAIN MUTATED XQ GAIN WILD-TYPE 
               17                56 
[1] "1P LOSS MUTATION ANALYSIS"
[1] 3
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               13                60 
  1P LOSS MUTATED 1P LOSS WILD-TYPE 
               13                60 
[1] "1Q LOSS MUTATION ANALYSIS"
[1] 3
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               11                62 
  1Q LOSS MUTATED 1Q LOSS WILD-TYPE 
               11                62 
[1] "2P LOSS MUTATION ANALYSIS"
[1] 3
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
                3                70 
  2P LOSS MUTATED 2P LOSS WILD-TYPE 
                3                70 
[1] "2Q LOSS MUTATION ANALYSIS"
[1] 3
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
                9                64 
  2Q LOSS MUTATED 2Q LOSS WILD-TYPE 
                9                64 
[1] "3P LOSS MUTATION ANALYSIS"
[1] 3
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               43                30 
  3P LOSS MUTATED 3P LOSS WILD-TYPE 
               43                30 
[1] "3Q LOSS MUTATION ANALYSIS"
[1] 3
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               13                60 
  3Q LOSS MUTATED 3Q LOSS WILD-TYPE 
               13                60 
[1] "4P LOSS MUTATION ANALYSIS"
[1] 3
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               42                31 
  4P LOSS MUTATED 4P LOSS WILD-TYPE 
               42                31 
[1] "4Q LOSS MUTATION ANALYSIS"
[1] 3
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               35                38 
  4Q LOSS MUTATED 4Q LOSS WILD-TYPE 
               35                38 
[1] "5P LOSS MUTATION ANALYSIS"
[1] 3
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               18                55 
  5P LOSS MUTATED 5P LOSS WILD-TYPE 
               18                55 
[1] "5Q LOSS MUTATION ANALYSIS"
[1] 3
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               32                41 
  5Q LOSS MUTATED 5Q LOSS WILD-TYPE 
               32                41 
[1] "6P LOSS MUTATION ANALYSIS"
[1] 3
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               18                55 
  6P LOSS MUTATED 6P LOSS WILD-TYPE 
               18                55 
[1] "6Q LOSS MUTATION ANALYSIS"
[1] 3
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               16                57 
  6Q LOSS MUTATED 6Q LOSS WILD-TYPE 
               16                57 
[1] "7P LOSS MUTATION ANALYSIS"
[1] 3
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
                6                67 
  7P LOSS MUTATED 7P LOSS WILD-TYPE 
                6                67 
[1] "7Q LOSS MUTATION ANALYSIS"
[1] 3
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               10                63 
  7Q LOSS MUTATED 7Q LOSS WILD-TYPE 
               10                63 
[1] "8P LOSS MUTATION ANALYSIS"
[1] 3
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               27                46 
  8P LOSS MUTATED 8P LOSS WILD-TYPE 
               27                46 
[1] "8Q LOSS MUTATION ANALYSIS"
[1] 3
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               10                63 
  8Q LOSS MUTATED 8Q LOSS WILD-TYPE 
               10                63 
[1] "9P LOSS MUTATION ANALYSIS"
[1] 3
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
               42                31 
  9P LOSS MUTATED 9P LOSS WILD-TYPE 
               42                31 
[1] "9Q LOSS MUTATION ANALYSIS"
[1] 3
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               23                50 
  9Q LOSS MUTATED 9Q LOSS WILD-TYPE 
               23                50 
[1] "10P LOSS MUTATION ANALYSIS"
[1] 3
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                22                 51 
  10P LOSS MUTATED 10P LOSS WILD-TYPE 
                22                 51 
[1] "10Q LOSS MUTATION ANALYSIS"
[1] 3
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                26                 47 
  10Q LOSS MUTATED 10Q LOSS WILD-TYPE 
                26                 47 
[1] "11P LOSS MUTATION ANALYSIS"
[1] 3
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                22                 51 
  11P LOSS MUTATED 11P LOSS WILD-TYPE 
                22                 51 
[1] "11Q LOSS MUTATION ANALYSIS"
[1] 3
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                27                 46 
  11Q LOSS MUTATED 11Q LOSS WILD-TYPE 
                27                 46 
[1] "12P LOSS MUTATION ANALYSIS"
[1] 3
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                15                 58 
  12P LOSS MUTATED 12P LOSS WILD-TYPE 
                15                 58 
[1] "12Q LOSS MUTATION ANALYSIS"
[1] 3
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                15                 58 
  12Q LOSS MUTATED 12Q LOSS WILD-TYPE 
                15                 58 
[1] "13Q LOSS MUTATION ANALYSIS"
[1] 3
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                31                 42 
  13Q LOSS MUTATED 13Q LOSS WILD-TYPE 
                31                 42 
[1] "14Q LOSS MUTATION ANALYSIS"
[1] 3
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                18                 55 
  14Q LOSS MUTATED 14Q LOSS WILD-TYPE 
                18                 55 
[1] "15Q LOSS MUTATION ANALYSIS"
[1] 3
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                20                 53 
  15Q LOSS MUTATED 15Q LOSS WILD-TYPE 
                20                 53 
[1] "16P LOSS MUTATION ANALYSIS"
[1] 3
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                18                 55 
  16P LOSS MUTATED 16P LOSS WILD-TYPE 
                18                 55 
[1] "16Q LOSS MUTATION ANALYSIS"
[1] 3
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                19                 54 
  16Q LOSS MUTATED 16Q LOSS WILD-TYPE 
                19                 54 
[1] "17P LOSS MUTATION ANALYSIS"
[1] 3
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                26                 47 
  17P LOSS MUTATED 17P LOSS WILD-TYPE 
                26                 47 
[1] "17Q LOSS MUTATION ANALYSIS"
[1] 3
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                 8                 65 
  17Q LOSS MUTATED 17Q LOSS WILD-TYPE 
                 8                 65 
[1] "18P LOSS MUTATION ANALYSIS"
[1] 3
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                25                 48 
  18P LOSS MUTATED 18P LOSS WILD-TYPE 
                25                 48 
[1] "18Q LOSS MUTATION ANALYSIS"
[1] 3
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                40                 33 
  18Q LOSS MUTATED 18Q LOSS WILD-TYPE 
                40                 33 
[1] "19P LOSS MUTATION ANALYSIS"
[1] 3
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                26                 47 
  19P LOSS MUTATED 19P LOSS WILD-TYPE 
                26                 47 
[1] "19Q LOSS MUTATION ANALYSIS"
[1] 3
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                21                 52 
  19Q LOSS MUTATED 19Q LOSS WILD-TYPE 
                21                 52 
[1] "20P LOSS MUTATION ANALYSIS"
[1] 3
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                 9                 64 
  20P LOSS MUTATED 20P LOSS WILD-TYPE 
                 9                 64 
[1] "20Q LOSS MUTATION ANALYSIS"
[1] 3
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                 3                 70 
  20Q LOSS MUTATED 20Q LOSS WILD-TYPE 
                 3                 70 
[1] "21Q LOSS MUTATION ANALYSIS"
[1] 3
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                44                 29 
  21Q LOSS MUTATED 21Q LOSS WILD-TYPE 
                44                 29 
[1] "22Q LOSS MUTATION ANALYSIS"
[1] 3
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                26                 47 
  22Q LOSS MUTATED 22Q LOSS WILD-TYPE 
                26                 47 
[1] "XQ LOSS MUTATION ANALYSIS"
[1] 3
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               19                54 
  XQ LOSS MUTATED XQ LOSS WILD-TYPE 
               19                54 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[5] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"

Input Data has 6 rows and 73 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:'MIRSEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MIRSEQ_MATURE_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[5] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 73 columns, 0 survival variables, and 6 non-survival variables.
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=4, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = 1P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        2      4      4
  1P GAIN WILD-TYPE     13     30     20
D1V1, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               2                13
  CLUS_2               4                30
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        6      2      2
  1P GAIN WILD-TYPE     28     13     22
D1V2, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               6                28
  CLUS_2               2                13
  CLUS_3               2                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        5      3      2
  1P GAIN WILD-TYPE     25     11     26
D1V3, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               5                25
  CLUS_2               3                11
  CLUS_3               2                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        0      2      8
  1P GAIN WILD-TYPE      1     26     35
D1V4, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                26
  CLUS_3               8                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P GAIN MUTATED        1      5      2      2
  1P GAIN WILD-TYPE     11      4     23     24
D1V5, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               1                11
  CLUS_2               5                 4
  CLUS_3               2                23
  CLUS_4               2                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P GAIN MUTATED        0      2      8
  1P GAIN WILD-TYPE      1     26     35
D1V6, multiclass
        clus
vv       1P GAIN MUTATED 1P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                26
  CLUS_3               8                35

Clustering(2) Variable = 1Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED        6     10      9
  1Q GAIN WILD-TYPE      9     24     15
D2V1, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               6                 9
  CLUS_2              10                24
  CLUS_3               9                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       14      6      5
  1Q GAIN WILD-TYPE     20      9     19
D2V2, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              14                20
  CLUS_2               6                 9
  CLUS_3               5                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED       13      6      5
  1Q GAIN WILD-TYPE     17      8     23
D2V3, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1              13                17
  CLUS_2               6                 8
  CLUS_3               5                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED        0      5     19
  1Q GAIN WILD-TYPE      1     23     24
D2V4, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               5                23
  CLUS_3              19                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q GAIN MUTATED        3      6     11      4
  1Q GAIN WILD-TYPE      9      3     14     22
D2V5, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               3                 9
  CLUS_2               6                 3
  CLUS_3              11                14
  CLUS_4               4                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q GAIN MUTATED        0      5     19
  1Q GAIN WILD-TYPE      1     23     24
D2V6, multiclass
        clus
vv       1Q GAIN MUTATED 1Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               5                23
  CLUS_3              19                24

Clustering(3) Variable = 2P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        6     10     13
  2P GAIN WILD-TYPE      9     24     11
D3V1, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               6                 9
  CLUS_2              10                24
  CLUS_3              13                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       16      4      9
  2P GAIN WILD-TYPE     18     11     15
D3V2, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              16                18
  CLUS_2               4                11
  CLUS_3               9                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED       16      3     10
  2P GAIN WILD-TYPE     14     11     18
D3V3, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1              16                14
  CLUS_2               3                11
  CLUS_3              10                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        0     10     19
  2P GAIN WILD-TYPE      1     18     24
D3V4, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              10                18
  CLUS_3              19                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P GAIN MUTATED        1      6     14      8
  2P GAIN WILD-TYPE     11      3     11     18
D3V5, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               1                11
  CLUS_2               6                 3
  CLUS_3              14                11
  CLUS_4               8                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P GAIN MUTATED        0     10     19
  2P GAIN WILD-TYPE      1     18     24
D3V6, multiclass
        clus
vv       2P GAIN MUTATED 2P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              10                18
  CLUS_3              19                24

Clustering(4) Variable = 2Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        4      7      7
  2Q GAIN WILD-TYPE     11     27     17
D4V1, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               4                11
  CLUS_2               7                27
  CLUS_3               7                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        9      2      7
  2Q GAIN WILD-TYPE     25     13     17
D4V2, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               9                25
  CLUS_2               2                13
  CLUS_3               7                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        8      2      8
  2Q GAIN WILD-TYPE     22     12     20
D4V3, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               8                22
  CLUS_2               2                12
  CLUS_3               8                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        0      8     10
  2Q GAIN WILD-TYPE      1     20     33
D4V4, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               8                20
  CLUS_3              10                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q GAIN MUTATED        0      4      8      6
  2Q GAIN WILD-TYPE     12      5     17     20
D4V5, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               0                12
  CLUS_2               4                 5
  CLUS_3               8                17
  CLUS_4               6                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q GAIN MUTATED        0      8     10
  2Q GAIN WILD-TYPE      1     20     33
D4V6, multiclass
        clus
vv       2Q GAIN MUTATED 2Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               8                20
  CLUS_3              10                33

Clustering(5) Variable = 3P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        1      3      7
  3P GAIN WILD-TYPE     14     31     17
D5V1, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               1                14
  CLUS_2               3                31
  CLUS_3               7                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        8      1      2
  3P GAIN WILD-TYPE     26     14     22
D5V2, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               8                26
  CLUS_2               1                14
  CLUS_3               2                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        8      1      2
  3P GAIN WILD-TYPE     22     13     26
D5V3, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               8                22
  CLUS_2               1                13
  CLUS_3               2                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        0      2      9
  3P GAIN WILD-TYPE      1     26     34
D5V4, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                26
  CLUS_3               9                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P GAIN MUTATED        1      3      6      1
  3P GAIN WILD-TYPE     11      6     19     25
D5V5, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               1                11
  CLUS_2               3                 6
  CLUS_3               6                19
  CLUS_4               1                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P GAIN MUTATED        0      2      9
  3P GAIN WILD-TYPE      1     26     34
D5V6, multiclass
        clus
vv       3P GAIN MUTATED 3P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                26
  CLUS_3               9                34

Clustering(6) Variable = 3Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       10      6     17
  3Q GAIN WILD-TYPE      5     28      7
D6V1, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              10                 5
  CLUS_2               6                28
  CLUS_3              17                 7
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       23      4      6
  3Q GAIN WILD-TYPE     11     11     18
D6V2, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              23                11
  CLUS_2               4                11
  CLUS_3               6                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED       20      5      7
  3Q GAIN WILD-TYPE     10      9     21
D6V3, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1              20                10
  CLUS_2               5                 9
  CLUS_3               7                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        0      7     25
  3Q GAIN WILD-TYPE      1     21     18
D6V4, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               7                21
  CLUS_3              25                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q GAIN MUTATED        7      5     14      6
  3Q GAIN WILD-TYPE      5      4     11     20
D6V5, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               7                 5
  CLUS_2               5                 4
  CLUS_3              14                11
  CLUS_4               6                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q GAIN MUTATED        0      7     25
  3Q GAIN WILD-TYPE      1     21     18
D6V6, multiclass
        clus
vv       3Q GAIN MUTATED 3Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               7                21
  CLUS_3              25                18

Clustering(7) Variable = 4P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        1      2      3
  4P GAIN WILD-TYPE     14     32     21
D7V1, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               1                14
  CLUS_2               2                32
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        3      1      2
  4P GAIN WILD-TYPE     31     14     22
D7V2, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               3                31
  CLUS_2               1                14
  CLUS_3               2                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        2      2      2
  4P GAIN WILD-TYPE     28     12     26
D7V3, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               2                28
  CLUS_2               2                12
  CLUS_3               2                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        0      2      4
  4P GAIN WILD-TYPE      1     26     39
D7V4, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                26
  CLUS_3               4                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P GAIN MUTATED        1      1      2      2
  4P GAIN WILD-TYPE     11      8     23     24
D7V5, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               1                11
  CLUS_2               1                 8
  CLUS_3               2                23
  CLUS_4               2                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P GAIN MUTATED        0      2      4
  4P GAIN WILD-TYPE      1     26     39
D7V6, multiclass
        clus
vv       4P GAIN MUTATED 4P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               2                26
  CLUS_3               4                39

Clustering(8) Variable = 4Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        0      1      4
  4Q GAIN WILD-TYPE     15     33     20
D8V1, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               0                15
  CLUS_2               1                33
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        3      1      1
  4Q GAIN WILD-TYPE     31     14     23
D8V2, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               3                31
  CLUS_2               1                14
  CLUS_3               1                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        2      2      1
  4Q GAIN WILD-TYPE     28     12     27
D8V3, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               2                28
  CLUS_2               2                12
  CLUS_3               1                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        0      1      4
  4Q GAIN WILD-TYPE      1     27     39
D8V4, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                27
  CLUS_3               4                39
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q GAIN MUTATED        1      1      2      1
  4Q GAIN WILD-TYPE     11      8     23     25
D8V5, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               1                11
  CLUS_2               1                 8
  CLUS_3               2                23
  CLUS_4               1                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q GAIN MUTATED        0      1      4
  4Q GAIN WILD-TYPE      1     27     39
D8V6, multiclass
        clus
vv       4Q GAIN MUTATED 4Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                27
  CLUS_3               4                39

Clustering(9) Variable = 5P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        6     14     13
  5P GAIN WILD-TYPE      9     20     11
D9V1, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               6                 9
  CLUS_2              14                20
  CLUS_3              13                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       17      6     10
  5P GAIN WILD-TYPE     17      9     14
D9V2, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              17                17
  CLUS_2               6                 9
  CLUS_3              10                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED       17      5     11
  5P GAIN WILD-TYPE     13      9     17
D9V3, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1              17                13
  CLUS_2               5                 9
  CLUS_3              11                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        0     11     22
  5P GAIN WILD-TYPE      1     17     21
D9V4, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              11                17
  CLUS_3              22                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P GAIN MUTATED        5      3     15     10
  5P GAIN WILD-TYPE      7      6     10     16
D9V5, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               5                 7
  CLUS_2               3                 6
  CLUS_3              15                10
  CLUS_4              10                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P GAIN MUTATED        0     11     22
  5P GAIN WILD-TYPE      1     17     21
D9V6, multiclass
        clus
vv       5P GAIN MUTATED 5P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              11                17
  CLUS_3              22                21

Clustering(10) Variable = 5Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        1      5      4
  5Q GAIN WILD-TYPE     14     29     20
D10V1, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               1                14
  CLUS_2               5                29
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        5      1      4
  5Q GAIN WILD-TYPE     29     14     20
D10V2, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               5                29
  CLUS_2               1                14
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        4      1      5
  5Q GAIN WILD-TYPE     26     13     23
D10V3, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               4                26
  CLUS_2               1                13
  CLUS_3               5                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        0      5      5
  5Q GAIN WILD-TYPE      1     23     38
D10V4, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               5                23
  CLUS_3               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q GAIN MUTATED        2      1      3      4
  5Q GAIN WILD-TYPE     10      8     22     22
D10V5, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               2                10
  CLUS_2               1                 8
  CLUS_3               3                22
  CLUS_4               4                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q GAIN MUTATED        0      5      5
  5Q GAIN WILD-TYPE      1     23     38
D10V6, multiclass
        clus
vv       5Q GAIN MUTATED 5Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               5                23
  CLUS_3               5                38

Clustering(11) Variable = 6P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        2      5      2
  6P GAIN WILD-TYPE     13     29     22
D11V1, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               2                13
  CLUS_2               5                29
  CLUS_3               2                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        5      1      3
  6P GAIN WILD-TYPE     29     14     21
D11V2, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               5                29
  CLUS_2               1                14
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        4      1      4
  6P GAIN WILD-TYPE     26     13     24
D11V3, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               4                26
  CLUS_2               1                13
  CLUS_3               4                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        0      4      5
  6P GAIN WILD-TYPE      1     24     38
D11V4, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               4                24
  CLUS_3               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P GAIN MUTATED        1      2      2      4
  6P GAIN WILD-TYPE     11      7     23     22
D11V5, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               1                11
  CLUS_2               2                 7
  CLUS_3               2                23
  CLUS_4               4                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P GAIN MUTATED        0      4      5
  6P GAIN WILD-TYPE      1     24     38
D11V6, multiclass
        clus
vv       6P GAIN MUTATED 6P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               4                24
  CLUS_3               5                38

Clustering(12) Variable = 6Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        3      4      1
  6Q GAIN WILD-TYPE     12     30     23
D12V1, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               3                12
  CLUS_2               4                30
  CLUS_3               1                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        5      0      3
  6Q GAIN WILD-TYPE     29     15     21
D12V2, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               5                29
  CLUS_2               0                15
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        4      1      3
  6Q GAIN WILD-TYPE     26     13     25
D12V3, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               4                26
  CLUS_2               1                13
  CLUS_3               3                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        0      3      5
  6Q GAIN WILD-TYPE      1     25     38
D12V4, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               3                25
  CLUS_3               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q GAIN MUTATED        1      1      3      3
  6Q GAIN WILD-TYPE     11      8     22     23
D12V5, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               1                11
  CLUS_2               1                 8
  CLUS_3               3                22
  CLUS_4               3                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q GAIN MUTATED        0      3      5
  6Q GAIN WILD-TYPE      1     25     38
D12V6, multiclass
        clus
vv       6Q GAIN MUTATED 6Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               3                25
  CLUS_3               5                38

Clustering(13) Variable = 7P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       11     20     16
  7P GAIN WILD-TYPE      4     14      8
D13V1, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              11                 4
  CLUS_2              20                14
  CLUS_3              16                 8
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       22     10     15
  7P GAIN WILD-TYPE     12      5      9
D13V2, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              22                12
  CLUS_2              10                 5
  CLUS_3              15                 9
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED       20      8     18
  7P GAIN WILD-TYPE     10      6     10
D13V3, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1              20                10
  CLUS_2               8                 6
  CLUS_3              18                10
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        0     18     28
  7P GAIN WILD-TYPE      1     10     15
D13V4, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              18                10
  CLUS_3              28                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P GAIN MUTATED        7      5     18     16
  7P GAIN WILD-TYPE      5      4      7     10
D13V5, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               7                 5
  CLUS_2               5                 4
  CLUS_3              18                 7
  CLUS_4              16                10
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P GAIN MUTATED        0     18     28
  7P GAIN WILD-TYPE      1     10     15
D13V6, multiclass
        clus
vv       7P GAIN MUTATED 7P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              18                10
  CLUS_3              28                15

Clustering(14) Variable = 7Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        9     12     13
  7Q GAIN WILD-TYPE      6     22     11
D14V1, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               9                 6
  CLUS_2              12                22
  CLUS_3              13                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       18      6     10
  7Q GAIN WILD-TYPE     16      9     14
D14V2, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              18                16
  CLUS_2               6                 9
  CLUS_3              10                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED       16      6     11
  7Q GAIN WILD-TYPE     14      8     17
D14V3, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1              16                14
  CLUS_2               6                 8
  CLUS_3              11                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        0     11     22
  7Q GAIN WILD-TYPE      1     17     21
D14V4, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              11                17
  CLUS_3              22                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q GAIN MUTATED        4      6     13     10
  7Q GAIN WILD-TYPE      8      3     12     16
D14V5, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               4                 8
  CLUS_2               6                 3
  CLUS_3              13                12
  CLUS_4              10                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q GAIN MUTATED        0     11     22
  7Q GAIN WILD-TYPE      1     17     21
D14V6, multiclass
        clus
vv       7Q GAIN MUTATED 7Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              11                17
  CLUS_3              22                21

Clustering(15) Variable = 8P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        9     13      7
  8P GAIN WILD-TYPE      6     21     17
D15V1, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               9                 6
  CLUS_2              13                21
  CLUS_3               7                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       15      3     11
  8P GAIN WILD-TYPE     19     12     13
D15V2, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              15                19
  CLUS_2               3                12
  CLUS_3              11                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED       11      6     11
  8P GAIN WILD-TYPE     19      8     17
D15V3, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1              11                19
  CLUS_2               6                 8
  CLUS_3              11                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        0     11     17
  8P GAIN WILD-TYPE      1     17     26
D15V4, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              11                17
  CLUS_3              17                26
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P GAIN MUTATED        5      4      9     10
  8P GAIN WILD-TYPE      7      5     16     16
D15V5, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               5                 7
  CLUS_2               4                 5
  CLUS_3               9                16
  CLUS_4              10                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P GAIN MUTATED        0     11     17
  8P GAIN WILD-TYPE      1     17     26
D15V6, multiclass
        clus
vv       8P GAIN MUTATED 8P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              11                17
  CLUS_3              17                26

Clustering(16) Variable = 8Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       12     17     12
  8Q GAIN WILD-TYPE      3     17     12
D16V1, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              12                 3
  CLUS_2              17                17
  CLUS_3              12                12
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       22      6     13
  8Q GAIN WILD-TYPE     12      9     11
D16V2, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              22                12
  CLUS_2               6                 9
  CLUS_3              13                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED       17      9     14
  8Q GAIN WILD-TYPE     13      5     14
D16V3, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1              17                13
  CLUS_2               9                 5
  CLUS_3              14                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED        0     14     26
  8Q GAIN WILD-TYPE      1     14     17
D16V4, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              14                14
  CLUS_3              26                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q GAIN MUTATED        8      4     15     13
  8Q GAIN WILD-TYPE      4      5     10     13
D16V5, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1               8                 4
  CLUS_2               4                 5
  CLUS_3              15                10
  CLUS_4              13                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q GAIN MUTATED        0     14     26
  8Q GAIN WILD-TYPE      1     14     17
D16V6, multiclass
        clus
vv       8Q GAIN MUTATED 8Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              14                14
  CLUS_3              26                17

Clustering(17) Variable = 9P GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        4      2      1
  9P GAIN WILD-TYPE     11     32     23
D17V1, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               4                11
  CLUS_2               2                32
  CLUS_3               1                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        5      1      1
  9P GAIN WILD-TYPE     29     14     23
D17V2, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               5                29
  CLUS_2               1                14
  CLUS_3               1                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        3      2      1
  9P GAIN WILD-TYPE     27     12     27
D17V3, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               3                27
  CLUS_2               2                12
  CLUS_3               1                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        0      1      5
  9P GAIN WILD-TYPE      1     27     38
D17V4, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                27
  CLUS_3               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P GAIN MUTATED        1      0      4      1
  9P GAIN WILD-TYPE     11      9     21     25
D17V5, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               1                11
  CLUS_2               0                 9
  CLUS_3               4                21
  CLUS_4               1                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P GAIN MUTATED        0      1      5
  9P GAIN WILD-TYPE      1     27     38
D17V6, multiclass
        clus
vv       9P GAIN MUTATED 9P GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                27
  CLUS_3               5                38

Clustering(18) Variable = 9Q GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        7      7      3
  9Q GAIN WILD-TYPE      8     27     21
D18V1, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               7                 8
  CLUS_2               7                27
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED       10      3      4
  9Q GAIN WILD-TYPE     24     12     20
D18V2, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1              10                24
  CLUS_2               3                12
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        6      5      5
  9Q GAIN WILD-TYPE     24      9     23
D18V3, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               6                24
  CLUS_2               5                 9
  CLUS_3               5                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        0      5     11
  9Q GAIN WILD-TYPE      1     23     32
D18V4, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               5                23
  CLUS_3              11                32
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q GAIN MUTATED        4      1      6      5
  9Q GAIN WILD-TYPE      8      8     19     21
D18V5, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               4                 8
  CLUS_2               1                 8
  CLUS_3               6                19
  CLUS_4               5                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q GAIN MUTATED        0      5     11
  9Q GAIN WILD-TYPE      1     23     32
D18V6, multiclass
        clus
vv       9Q GAIN MUTATED 9Q GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               5                23
  CLUS_3              11                32

Clustering(19) Variable = 10P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        1      8      5
  10P GAIN WILD-TYPE     14     26     19
D19V1, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                1                 14
  CLUS_2                8                 26
  CLUS_3                5                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        7      1      6
  10P GAIN WILD-TYPE     27     14     18
D19V2, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                7                 27
  CLUS_2                1                 14
  CLUS_3                6                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        8      0      6
  10P GAIN WILD-TYPE     22     14     22
D19V3, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                8                 22
  CLUS_2                0                 14
  CLUS_3                6                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        0      6      8
  10P GAIN WILD-TYPE      1     22     35
D19V4, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                6                 22
  CLUS_3                8                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P GAIN MUTATED        0      2      7      5
  10P GAIN WILD-TYPE     12      7     18     21
D19V5, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                0                 12
  CLUS_2                2                  7
  CLUS_3                7                 18
  CLUS_4                5                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P GAIN MUTATED        0      6      8
  10P GAIN WILD-TYPE      1     22     35
D19V6, multiclass
        clus
vv       10P GAIN MUTATED 10P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                6                 22
  CLUS_3                8                 35

Clustering(20) Variable = 10Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        3      5      1
  10Q GAIN WILD-TYPE     12     29     23
D20V1, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                5                 29
  CLUS_3                1                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        6      1      2
  10Q GAIN WILD-TYPE     28     14     22
D20V2, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                6                 28
  CLUS_2                1                 14
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        6      0      2
  10Q GAIN WILD-TYPE     24     14     26
D20V3, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                6                 24
  CLUS_2                0                 14
  CLUS_3                2                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        0      2      6
  10Q GAIN WILD-TYPE      1     26     37
D20V4, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                2                 26
  CLUS_3                6                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q GAIN MUTATED        0      2      5      1
  10Q GAIN WILD-TYPE     12      7     20     25
D20V5, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                0                 12
  CLUS_2                2                  7
  CLUS_3                5                 20
  CLUS_4                1                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q GAIN MUTATED        0      2      6
  10Q GAIN WILD-TYPE      1     26     37
D20V6, multiclass
        clus
vv       10Q GAIN MUTATED 10Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                2                 26
  CLUS_3                6                 37

Clustering(21) Variable = 11P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        5      7      3
  11P GAIN WILD-TYPE     10     27     21
D21V1, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                5                 10
  CLUS_2                7                 27
  CLUS_3                3                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        7      3      5
  11P GAIN WILD-TYPE     27     12     19
D21V2, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                7                 27
  CLUS_2                3                 12
  CLUS_3                5                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        4      3      7
  11P GAIN WILD-TYPE     26     11     21
D21V3, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                4                 26
  CLUS_2                3                 11
  CLUS_3                7                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        0      7      7
  11P GAIN WILD-TYPE      1     21     36
D21V4, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                7                 21
  CLUS_3                7                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P GAIN MUTATED        2      3      3      6
  11P GAIN WILD-TYPE     10      6     22     20
D21V5, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                2                 10
  CLUS_2                3                  6
  CLUS_3                3                 22
  CLUS_4                6                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P GAIN MUTATED        0      7      7
  11P GAIN WILD-TYPE      1     21     36
D21V6, multiclass
        clus
vv       11P GAIN MUTATED 11P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                7                 21
  CLUS_3                7                 36

Clustering(22) Variable = 11Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        3      7      3
  11Q GAIN WILD-TYPE     12     27     21
D22V1, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                7                 27
  CLUS_3                3                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        5      2      6
  11Q GAIN WILD-TYPE     29     13     18
D22V2, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                5                 29
  CLUS_2                2                 13
  CLUS_3                6                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        3      2      8
  11Q GAIN WILD-TYPE     27     12     20
D22V3, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                3                 27
  CLUS_2                2                 12
  CLUS_3                8                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        0      8      5
  11Q GAIN WILD-TYPE      1     20     38
D22V4, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                8                 20
  CLUS_3                5                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q GAIN MUTATED        1      2      3      7
  11Q GAIN WILD-TYPE     11      7     22     19
D22V5, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                1                 11
  CLUS_2                2                  7
  CLUS_3                3                 22
  CLUS_4                7                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q GAIN MUTATED        0      8      5
  11Q GAIN WILD-TYPE      1     20     38
D22V6, multiclass
        clus
vv       11Q GAIN MUTATED 11Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                8                 20
  CLUS_3                5                 38

Clustering(23) Variable = 12P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        8      8     15
  12P GAIN WILD-TYPE      7     26      9
D23V1, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                8                  7
  CLUS_2                8                 26
  CLUS_3               15                  9
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       20      6      5
  12P GAIN WILD-TYPE     14      9     19
D23V2, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               20                 14
  CLUS_2                6                  9
  CLUS_3                5                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED       18      6      6
  12P GAIN WILD-TYPE     12      8     22
D23V3, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1               18                 12
  CLUS_2                6                  8
  CLUS_3                6                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        0      6     24
  12P GAIN WILD-TYPE      1     22     19
D23V4, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                6                 22
  CLUS_3               24                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P GAIN MUTATED        5      6     13      6
  12P GAIN WILD-TYPE      7      3     12     20
D23V5, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                5                  7
  CLUS_2                6                  3
  CLUS_3               13                 12
  CLUS_4                6                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P GAIN MUTATED        0      6     24
  12P GAIN WILD-TYPE      1     22     19
D23V6, multiclass
        clus
vv       12P GAIN MUTATED 12P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                6                 22
  CLUS_3               24                 19

Clustering(24) Variable = 12Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        6      5      7
  12Q GAIN WILD-TYPE      9     29     17
D24V1, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                6                  9
  CLUS_2                5                 29
  CLUS_3                7                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       13      2      3
  12Q GAIN WILD-TYPE     21     13     21
D24V2, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               13                 21
  CLUS_2                2                 13
  CLUS_3                3                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED       10      3      4
  12Q GAIN WILD-TYPE     20     11     24
D24V3, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1               10                 20
  CLUS_2                3                 11
  CLUS_3                4                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        0      4     13
  12Q GAIN WILD-TYPE      1     24     30
D24V4, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                4                 24
  CLUS_3               13                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q GAIN MUTATED        4      3      6      4
  12Q GAIN WILD-TYPE      8      6     19     22
D24V5, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                4                  8
  CLUS_2                3                  6
  CLUS_3                6                 19
  CLUS_4                4                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q GAIN MUTATED        0      4     13
  12Q GAIN WILD-TYPE      1     24     30
D24V6, multiclass
        clus
vv       12Q GAIN MUTATED 12Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                4                 24
  CLUS_3               13                 30

Clustering(25) Variable = 13Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        2     13      0
  13Q GAIN WILD-TYPE     13     21     24
D25V1, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               13                 21
  CLUS_3                0                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        2      3     10
  13Q GAIN WILD-TYPE     32     12     14
D25V2, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                2                 32
  CLUS_2                3                 12
  CLUS_3               10                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        2      1     12
  13Q GAIN WILD-TYPE     28     13     16
D25V3, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                2                 28
  CLUS_2                1                 13
  CLUS_3               12                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        0     12      3
  13Q GAIN WILD-TYPE      1     16     40
D25V4, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               12                 16
  CLUS_3                3                 40
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q GAIN MUTATED        1      0      2     12
  13Q GAIN WILD-TYPE     11      9     23     14
D25V5, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                1                 11
  CLUS_2                0                  9
  CLUS_3                2                 23
  CLUS_4               12                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q GAIN MUTATED        0     12      3
  13Q GAIN WILD-TYPE      1     16     40
D25V6, multiclass
        clus
vv       13Q GAIN MUTATED 13Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               12                 16
  CLUS_3                3                 40

Clustering(26) Variable = 14Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        6      8      8
  14Q GAIN WILD-TYPE      9     26     16
D26V1, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                6                  9
  CLUS_2                8                 26
  CLUS_3                8                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       13      3      6
  14Q GAIN WILD-TYPE     21     12     18
D26V2, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               13                 21
  CLUS_2                3                 12
  CLUS_3                6                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED       11      4      6
  14Q GAIN WILD-TYPE     19     10     22
D26V3, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1               11                 19
  CLUS_2                4                 10
  CLUS_3                6                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        0      6     15
  14Q GAIN WILD-TYPE      1     22     28
D26V4, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                6                 22
  CLUS_3               15                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q GAIN MUTATED        3      1     11      6
  14Q GAIN WILD-TYPE      9      8     14     20
D26V5, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                3                  9
  CLUS_2                1                  8
  CLUS_3               11                 14
  CLUS_4                6                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q GAIN MUTATED        0      6     15
  14Q GAIN WILD-TYPE      1     22     28
D26V6, multiclass
        clus
vv       14Q GAIN MUTATED 14Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                6                 22
  CLUS_3               15                 28

Clustering(27) Variable = 15Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        3      6      3
  15Q GAIN WILD-TYPE     12     28     21
D27V1, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                6                 28
  CLUS_3                3                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        6      0      6
  15Q GAIN WILD-TYPE     28     15     18
D27V2, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                6                 28
  CLUS_2                0                 15
  CLUS_3                6                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        6      0      6
  15Q GAIN WILD-TYPE     24     14     22
D27V3, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                6                 24
  CLUS_2                0                 14
  CLUS_3                6                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        0      6      6
  15Q GAIN WILD-TYPE      1     22     37
D27V4, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                6                 22
  CLUS_3                6                 37
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q GAIN MUTATED        1      1      4      6
  15Q GAIN WILD-TYPE     11      8     21     20
D27V5, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                1                 11
  CLUS_2                1                  8
  CLUS_3                4                 21
  CLUS_4                6                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q GAIN MUTATED        0      6      6
  15Q GAIN WILD-TYPE      1     22     37
D27V6, multiclass
        clus
vv       15Q GAIN MUTATED 15Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                6                 22
  CLUS_3                6                 37

Clustering(28) Variable = 16P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        3      7      6
  16P GAIN WILD-TYPE     12     27     18
D28V1, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                7                 27
  CLUS_3                6                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED       10      4      2
  16P GAIN WILD-TYPE     24     11     22
D28V2, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1               10                 24
  CLUS_2                4                 11
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        9      4      3
  16P GAIN WILD-TYPE     21     10     25
D28V3, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                9                 21
  CLUS_2                4                 10
  CLUS_3                3                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        0      3     13
  16P GAIN WILD-TYPE      1     25     30
D28V4, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                3                 25
  CLUS_3               13                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P GAIN MUTATED        4      2      8      2
  16P GAIN WILD-TYPE      8      7     17     24
D28V5, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                4                  8
  CLUS_2                2                  7
  CLUS_3                8                 17
  CLUS_4                2                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P GAIN MUTATED        0      3     13
  16P GAIN WILD-TYPE      1     25     30
D28V6, multiclass
        clus
vv       16P GAIN MUTATED 16P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                3                 25
  CLUS_3               13                 30

Clustering(29) Variable = 16Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        2      4      7
  16Q GAIN WILD-TYPE     13     30     17
D29V1, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                2                 13
  CLUS_2                4                 30
  CLUS_3                7                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        9      3      1
  16Q GAIN WILD-TYPE     25     12     23
D29V2, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                9                 25
  CLUS_2                3                 12
  CLUS_3                1                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        9      2      2
  16Q GAIN WILD-TYPE     21     12     26
D29V3, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                9                 21
  CLUS_2                2                 12
  CLUS_3                2                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        0      2     11
  16Q GAIN WILD-TYPE      1     26     32
D29V4, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                2                 26
  CLUS_3               11                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q GAIN MUTATED        2      0      9      2
  16Q GAIN WILD-TYPE     10      9     16     24
D29V5, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                2                 10
  CLUS_2                0                  9
  CLUS_3                9                 16
  CLUS_4                2                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q GAIN MUTATED        0      2     11
  16Q GAIN WILD-TYPE      1     26     32
D29V6, multiclass
        clus
vv       16Q GAIN MUTATED 16Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                2                 26
  CLUS_3               11                 32

Clustering(30) Variable = 17P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        6      4      5
  17P GAIN WILD-TYPE      9     30     19
D30V1, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                6                  9
  CLUS_2                4                 30
  CLUS_3                5                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED       10      1      4
  17P GAIN WILD-TYPE     24     14     20
D30V2, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1               10                 24
  CLUS_2                1                 14
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        7      2      5
  17P GAIN WILD-TYPE     23     12     23
D30V3, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                7                 23
  CLUS_2                2                 12
  CLUS_3                5                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        0      5      9
  17P GAIN WILD-TYPE      1     23     34
D30V4, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                5                 23
  CLUS_3                9                 34
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P GAIN MUTATED        2      2      6      4
  17P GAIN WILD-TYPE     10      7     19     22
D30V5, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                2                 10
  CLUS_2                2                  7
  CLUS_3                6                 19
  CLUS_4                4                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P GAIN MUTATED        0      5      9
  17P GAIN WILD-TYPE      1     23     34
D30V6, multiclass
        clus
vv       17P GAIN MUTATED 17P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                5                 23
  CLUS_3                9                 34

Clustering(31) Variable = 17Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        5      9      7
  17Q GAIN WILD-TYPE     10     25     17
D31V1, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                5                 10
  CLUS_2                9                 25
  CLUS_3                7                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED       10      3      8
  17Q GAIN WILD-TYPE     24     12     16
D31V2, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1               10                 24
  CLUS_2                3                 12
  CLUS_3                8                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        8      2     10
  17Q GAIN WILD-TYPE     22     12     18
D31V3, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                8                 22
  CLUS_2                2                 12
  CLUS_3               10                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        0     10     10
  17Q GAIN WILD-TYPE      1     18     33
D31V4, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               10                 18
  CLUS_3               10                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q GAIN MUTATED        2      2      7      9
  17Q GAIN WILD-TYPE     10      7     18     17
D31V5, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                2                 10
  CLUS_2                2                  7
  CLUS_3                7                 18
  CLUS_4                9                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q GAIN MUTATED        0     10     10
  17Q GAIN WILD-TYPE      1     18     33
D31V6, multiclass
        clus
vv       17Q GAIN MUTATED 17Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               10                 18
  CLUS_3               10                 33

Clustering(32) Variable = 18P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        9     10      5
  18P GAIN WILD-TYPE      6     24     19
D32V1, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                9                  6
  CLUS_2               10                 24
  CLUS_3                5                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       14      5      5
  18P GAIN WILD-TYPE     20     10     19
D32V2, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               14                 20
  CLUS_2                5                 10
  CLUS_3                5                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED       12      4      7
  18P GAIN WILD-TYPE     18     10     21
D32V3, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1               12                 18
  CLUS_2                4                 10
  CLUS_3                7                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        0      7     16
  18P GAIN WILD-TYPE      1     21     27
D32V4, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                7                 21
  CLUS_3               16                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P GAIN MUTATED        4      2     11      6
  18P GAIN WILD-TYPE      8      7     14     20
D32V5, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                4                  8
  CLUS_2                2                  7
  CLUS_3               11                 14
  CLUS_4                6                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P GAIN MUTATED        0      7     16
  18P GAIN WILD-TYPE      1     21     27
D32V6, multiclass
        clus
vv       18P GAIN MUTATED 18P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                7                 21
  CLUS_3               16                 27

Clustering(33) Variable = 18Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        3      5      1
  18Q GAIN WILD-TYPE     12     29     23
D33V1, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                5                 29
  CLUS_3                1                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        3      2      4
  18Q GAIN WILD-TYPE     31     13     20
D33V2, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                3                 31
  CLUS_2                2                 13
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        3      2      4
  18Q GAIN WILD-TYPE     27     12     24
D33V3, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                3                 27
  CLUS_2                2                 12
  CLUS_3                4                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        0      4      5
  18Q GAIN WILD-TYPE      1     24     38
D33V4, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                4                 24
  CLUS_3                5                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q GAIN MUTATED        2      1      3      3
  18Q GAIN WILD-TYPE     10      8     22     23
D33V5, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                2                 10
  CLUS_2                1                  8
  CLUS_3                3                 22
  CLUS_4                3                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q GAIN MUTATED        0      4      5
  18Q GAIN WILD-TYPE      1     24     38
D33V6, multiclass
        clus
vv       18Q GAIN MUTATED 18Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                4                 24
  CLUS_3                5                 38

Clustering(34) Variable = 19P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        5      6      0
  19P GAIN WILD-TYPE     10     28     24
D34V1, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                5                 10
  CLUS_2                6                 28
  CLUS_3                0                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        6      2      3
  19P GAIN WILD-TYPE     28     13     21
D34V2, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                6                 28
  CLUS_2                2                 13
  CLUS_3                3                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        4      1      5
  19P GAIN WILD-TYPE     26     13     23
D34V3, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                4                 26
  CLUS_2                1                 13
  CLUS_3                5                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        0      5      5
  19P GAIN WILD-TYPE      1     23     38
D34V4, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                5                 23
  CLUS_3                5                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P GAIN MUTATED        0      2      3      5
  19P GAIN WILD-TYPE     12      7     22     21
D34V5, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                0                 12
  CLUS_2                2                  7
  CLUS_3                3                 22
  CLUS_4                5                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P GAIN MUTATED        0      5      5
  19P GAIN WILD-TYPE      1     23     38
D34V6, multiclass
        clus
vv       19P GAIN MUTATED 19P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                5                 23
  CLUS_3                5                 38

Clustering(35) Variable = 19Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        6      9      0
  19Q GAIN WILD-TYPE      9     25     24
D35V1, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                6                  9
  CLUS_2                9                 25
  CLUS_3                0                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        5      2      8
  19Q GAIN WILD-TYPE     29     13     16
D35V2, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                5                 29
  CLUS_2                2                 13
  CLUS_3                8                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        4      1     10
  19Q GAIN WILD-TYPE     26     13     18
D35V3, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                4                 26
  CLUS_2                1                 13
  CLUS_3               10                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        0     10      5
  19Q GAIN WILD-TYPE      1     18     38
D35V4, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               10                 18
  CLUS_3                5                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q GAIN MUTATED        0      4      3      8
  19Q GAIN WILD-TYPE     12      5     22     18
D35V5, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                0                 12
  CLUS_2                4                  5
  CLUS_3                3                 22
  CLUS_4                8                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q GAIN MUTATED        0     10      5
  19Q GAIN WILD-TYPE      1     18     38
D35V6, multiclass
        clus
vv       19Q GAIN MUTATED 19Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               10                 18
  CLUS_3                5                 38

Clustering(36) Variable = 20P GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        7     19     13
  20P GAIN WILD-TYPE      8     15     11
D36V1, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                7                  8
  CLUS_2               19                 15
  CLUS_3               13                 11
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       18      7     14
  20P GAIN WILD-TYPE     16      8     10
D36V2, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               18                 16
  CLUS_2                7                  8
  CLUS_3               14                 10
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED       17      6     16
  20P GAIN WILD-TYPE     13      8     12
D36V3, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1               17                 13
  CLUS_2                6                  8
  CLUS_3               16                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        0     16     23
  20P GAIN WILD-TYPE      1     12     20
D36V4, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               16                 12
  CLUS_3               23                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P GAIN MUTATED        7      4     12     16
  20P GAIN WILD-TYPE      5      5     13     10
D36V5, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                7                  5
  CLUS_2                4                  5
  CLUS_3               12                 13
  CLUS_4               16                 10
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P GAIN MUTATED        0     16     23
  20P GAIN WILD-TYPE      1     12     20
D36V6, multiclass
        clus
vv       20P GAIN MUTATED 20P GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               16                 12
  CLUS_3               23                 20

Clustering(37) Variable = 20Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED        7     23     12
  20Q GAIN WILD-TYPE      8     11     12
D37V1, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                7                  8
  CLUS_2               23                 11
  CLUS_3               12                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       17      7     18
  20Q GAIN WILD-TYPE     17      8      6
D37V2, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               17                 17
  CLUS_2                7                  8
  CLUS_3               18                  6
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED       15      6     20
  20Q GAIN WILD-TYPE     15      8      8
D37V3, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1               15                 15
  CLUS_2                6                  8
  CLUS_3               20                  8
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED        0     20     21
  20Q GAIN WILD-TYPE      1      8     22
D37V4, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               20                  8
  CLUS_3               21                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q GAIN MUTATED        7      5     11     18
  20Q GAIN WILD-TYPE      5      4     14      8
D37V5, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                7                  5
  CLUS_2                5                  4
  CLUS_3               11                 14
  CLUS_4               18                  8
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q GAIN MUTATED        0     20     21
  20Q GAIN WILD-TYPE      1      8     22
D37V6, multiclass
        clus
vv       20Q GAIN MUTATED 20Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               20                  8
  CLUS_3               21                 22

Clustering(38) Variable = 21Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        2      3      3
  21Q GAIN WILD-TYPE     13     31     21
D38V1, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                2                 13
  CLUS_2                3                 31
  CLUS_3                3                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        5      1      2
  21Q GAIN WILD-TYPE     29     14     22
D38V2, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                5                 29
  CLUS_2                1                 14
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        3      2      2
  21Q GAIN WILD-TYPE     27     12     26
D38V3, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                3                 27
  CLUS_2                2                 12
  CLUS_3                2                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        0      2      5
  21Q GAIN WILD-TYPE      1     26     38
D38V4, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                2                 26
  CLUS_3                5                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q GAIN MUTATED        1      3      2      1
  21Q GAIN WILD-TYPE     11      6     23     25
D38V5, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                1                 11
  CLUS_2                3                  6
  CLUS_3                2                 23
  CLUS_4                1                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q GAIN MUTATED        0      2      5
  21Q GAIN WILD-TYPE      1     26     38
D38V6, multiclass
        clus
vv       21Q GAIN MUTATED 21Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                2                 26
  CLUS_3                5                 38

Clustering(39) Variable = 22Q GAIN MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        4      3     10
  22Q GAIN WILD-TYPE     11     31     14
D39V1, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                4                 11
  CLUS_2                3                 31
  CLUS_3               10                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       14      2      1
  22Q GAIN WILD-TYPE     20     13     23
D39V2, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               14                 20
  CLUS_2                2                 13
  CLUS_3                1                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED       12      4      1
  22Q GAIN WILD-TYPE     18     10     27
D39V3, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1               12                 18
  CLUS_2                4                 10
  CLUS_3                1                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        0      1     16
  22Q GAIN WILD-TYPE      1     27     27
D39V4, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 27
  CLUS_3               16                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q GAIN MUTATED        4      2     10      1
  22Q GAIN WILD-TYPE      8      7     15     25
D39V5, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                4                  8
  CLUS_2                2                  7
  CLUS_3               10                 15
  CLUS_4                1                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q GAIN MUTATED        0      1     16
  22Q GAIN WILD-TYPE      1     27     27
D39V6, multiclass
        clus
vv       22Q GAIN MUTATED 22Q GAIN WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 27
  CLUS_3               16                 27

Clustering(40) Variable = XQ GAIN MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        6      6      5
  XQ GAIN WILD-TYPE      9     28     19
D40V1, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               6                 9
  CLUS_2               6                28
  CLUS_3               5                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED       10      4      3
  XQ GAIN WILD-TYPE     24     11     21
D40V2, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1              10                24
  CLUS_2               4                11
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        8      4      4
  XQ GAIN WILD-TYPE     22     10     24
D40V3, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               8                22
  CLUS_2               4                10
  CLUS_3               4                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        0      4     12
  XQ GAIN WILD-TYPE      1     24     31
D40V4, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               4                24
  CLUS_3              12                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ GAIN MUTATED        3      3      6      4
  XQ GAIN WILD-TYPE      9      6     19     22
D40V5, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               3                 9
  CLUS_2               3                 6
  CLUS_3               6                19
  CLUS_4               4                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ GAIN MUTATED        0      4     12
  XQ GAIN WILD-TYPE      1     24     31
D40V6, multiclass
        clus
vv       XQ GAIN MUTATED XQ GAIN WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               4                24
  CLUS_3              12                31

Clustering(41) Variable = 1P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        4      6      3
  1P LOSS WILD-TYPE     11     28     21
D41V1, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               4                11
  CLUS_2               6                28
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        5      2      6
  1P LOSS WILD-TYPE     29     13     18
D41V2, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               5                29
  CLUS_2               2                13
  CLUS_3               6                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        5      1      7
  1P LOSS WILD-TYPE     25     13     21
D41V3, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               5                25
  CLUS_2               1                13
  CLUS_3               7                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        0      7      6
  1P LOSS WILD-TYPE      1     21     37
D41V4, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               7                21
  CLUS_3               6                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P LOSS MUTATED        2      1      4      6
  1P LOSS WILD-TYPE     10      8     21     20
D41V5, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               2                10
  CLUS_2               1                 8
  CLUS_3               4                21
  CLUS_4               6                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1P LOSS MUTATED        0      7      6
  1P LOSS WILD-TYPE      1     21     37
D41V6, multiclass
        clus
vv       1P LOSS MUTATED 1P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               7                21
  CLUS_3               6                37

Clustering(42) Variable = 1Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        6      4      1
  1Q LOSS WILD-TYPE      9     30     23
D42V1, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               6                 9
  CLUS_2               4                30
  CLUS_3               1                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        5      1      5
  1Q LOSS WILD-TYPE     29     14     19
D42V2, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               5                29
  CLUS_2               1                14
  CLUS_3               5                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        5      0      6
  1Q LOSS WILD-TYPE     25     14     22
D42V3, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               5                25
  CLUS_2               0                14
  CLUS_3               6                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        0      6      5
  1Q LOSS WILD-TYPE      1     22     38
D42V4, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               6                22
  CLUS_3               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q LOSS MUTATED        1      1      4      5
  1Q LOSS WILD-TYPE     11      8     21     21
D42V5, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               1                11
  CLUS_2               1                 8
  CLUS_3               4                21
  CLUS_4               5                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  1Q LOSS MUTATED        0      6      5
  1Q LOSS WILD-TYPE      1     22     38
D42V6, multiclass
        clus
vv       1Q LOSS MUTATED 1Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               6                22
  CLUS_3               5                38

Clustering(43) Variable = 2P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        0      2      1
  2P LOSS WILD-TYPE     15     32     23
D43V1, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               0                15
  CLUS_2               2                32
  CLUS_3               1                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        1      2      0
  2P LOSS WILD-TYPE     33     13     24
D43V2, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               1                33
  CLUS_2               2                13
  CLUS_3               0                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        1      1      1
  2P LOSS WILD-TYPE     29     13     27
D43V3, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               1                29
  CLUS_2               1                13
  CLUS_3               1                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        0      1      2
  2P LOSS WILD-TYPE      1     27     41
D43V4, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                27
  CLUS_3               2                41
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P LOSS MUTATED        1      0      1      1
  2P LOSS WILD-TYPE     11      9     24     25
D43V5, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               1                11
  CLUS_2               0                 9
  CLUS_3               1                24
  CLUS_4               1                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2P LOSS MUTATED        0      1      2
  2P LOSS WILD-TYPE      1     27     41
D43V6, multiclass
        clus
vv       2P LOSS MUTATED 2P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                27
  CLUS_3               2                41

Clustering(44) Variable = 2Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        1      4      4
  2Q LOSS WILD-TYPE     14     30     20
D44V1, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               1                14
  CLUS_2               4                30
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        5      4      0
  2Q LOSS WILD-TYPE     29     11     24
D44V2, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               5                29
  CLUS_2               4                11
  CLUS_3               0                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        5      3      1
  2Q LOSS WILD-TYPE     25     11     27
D44V3, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               5                25
  CLUS_2               3                11
  CLUS_3               1                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        0      1      8
  2Q LOSS WILD-TYPE      1     27     35
D44V4, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                27
  CLUS_3               8                35
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q LOSS MUTATED        3      1      4      1
  2Q LOSS WILD-TYPE      9      8     21     25
D44V5, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               3                 9
  CLUS_2               1                 8
  CLUS_3               4                21
  CLUS_4               1                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  2Q LOSS MUTATED        0      1      8
  2Q LOSS WILD-TYPE      1     27     35
D44V6, multiclass
        clus
vv       2Q LOSS MUTATED 2Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                27
  CLUS_3               8                35

Clustering(45) Variable = 3P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       12     17     14
  3P LOSS WILD-TYPE      3     17     10
D45V1, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              12                 3
  CLUS_2              17                17
  CLUS_3              14                10
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       22     10     11
  3P LOSS WILD-TYPE     12      5     13
D45V2, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              22                12
  CLUS_2              10                 5
  CLUS_3              11                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED       20     10     13
  3P LOSS WILD-TYPE     10      4     15
D45V3, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              20                10
  CLUS_2              10                 4
  CLUS_3              13                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        0     13     30
  3P LOSS WILD-TYPE      1     15     13
D45V4, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              13                15
  CLUS_3              30                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P LOSS MUTATED       10      4     16     13
  3P LOSS WILD-TYPE      2      5      9     13
D45V5, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1              10                 2
  CLUS_2               4                 5
  CLUS_3              16                 9
  CLUS_4              13                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3P LOSS MUTATED        0     13     30
  3P LOSS WILD-TYPE      1     15     13
D45V6, multiclass
        clus
vv       3P LOSS MUTATED 3P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              13                15
  CLUS_3              30                13

Clustering(46) Variable = 3Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        3      5      5
  3Q LOSS WILD-TYPE     12     29     19
D46V1, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               3                12
  CLUS_2               5                29
  CLUS_3               5                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        7      3      3
  3Q LOSS WILD-TYPE     27     12     21
D46V2, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               7                27
  CLUS_2               3                12
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        5      5      3
  3Q LOSS WILD-TYPE     25      9     25
D46V3, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               5                25
  CLUS_2               5                 9
  CLUS_3               3                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        0      3     10
  3Q LOSS WILD-TYPE      1     25     33
D46V4, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               3                25
  CLUS_3              10                33
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q LOSS MUTATED        3      2      5      3
  3Q LOSS WILD-TYPE      9      7     20     23
D46V5, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               3                 9
  CLUS_2               2                 7
  CLUS_3               5                20
  CLUS_4               3                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  3Q LOSS MUTATED        0      3     10
  3Q LOSS WILD-TYPE      1     25     33
D46V6, multiclass
        clus
vv       3Q LOSS MUTATED 3Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               3                25
  CLUS_3              10                33

Clustering(47) Variable = 4P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       12     17     13
  4P LOSS WILD-TYPE      3     17     11
D47V1, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              12                 3
  CLUS_2              17                17
  CLUS_3              13                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       21      9     12
  4P LOSS WILD-TYPE     13      6     12
D47V2, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              21                13
  CLUS_2               9                 6
  CLUS_3              12                12
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED       20      8     14
  4P LOSS WILD-TYPE     10      6     14
D47V3, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1              20                10
  CLUS_2               8                 6
  CLUS_3              14                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        0     14     28
  4P LOSS WILD-TYPE      1     14     15
D47V4, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              14                14
  CLUS_3              28                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P LOSS MUTATED        8      5     16     13
  4P LOSS WILD-TYPE      4      4      9     13
D47V5, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               8                 4
  CLUS_2               5                 4
  CLUS_3              16                 9
  CLUS_4              13                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4P LOSS MUTATED        0     14     28
  4P LOSS WILD-TYPE      1     14     15
D47V6, multiclass
        clus
vv       4P LOSS MUTATED 4P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              14                14
  CLUS_3              28                15

Clustering(48) Variable = 4Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       13     14      8
  4Q LOSS WILD-TYPE      2     20     16
D48V1, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              13                 2
  CLUS_2              14                20
  CLUS_3               8                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       18      6     11
  4Q LOSS WILD-TYPE     16      9     13
D48V2, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              18                16
  CLUS_2               6                 9
  CLUS_3              11                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED       16      6     13
  4Q LOSS WILD-TYPE     14      8     15
D48V3, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1              16                14
  CLUS_2               6                 8
  CLUS_3              13                15
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        0     13     22
  4Q LOSS WILD-TYPE      1     15     21
D48V4, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              13                15
  CLUS_3              22                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q LOSS MUTATED        6      4     13     12
  4Q LOSS WILD-TYPE      6      5     12     14
D48V5, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               6                 6
  CLUS_2               4                 5
  CLUS_3              13                12
  CLUS_4              12                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  4Q LOSS MUTATED        0     13     22
  4Q LOSS WILD-TYPE      1     15     21
D48V6, multiclass
        clus
vv       4Q LOSS MUTATED 4Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              13                15
  CLUS_3              22                21

Clustering(49) Variable = 5P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        5     10      3
  5P LOSS WILD-TYPE     10     24     21
D49V1, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               5                10
  CLUS_2              10                24
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        8      2      8
  5P LOSS WILD-TYPE     26     13     16
D49V2, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               8                26
  CLUS_2               2                13
  CLUS_3               8                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        6      1     10
  5P LOSS WILD-TYPE     24     13     18
D49V3, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               6                24
  CLUS_2               1                13
  CLUS_3              10                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        0     10      7
  5P LOSS WILD-TYPE      1     18     36
D49V4, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              10                18
  CLUS_3               7                36
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P LOSS MUTATED        1      5      2      9
  5P LOSS WILD-TYPE     11      4     23     17
D49V5, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               1                11
  CLUS_2               5                 4
  CLUS_3               2                23
  CLUS_4               9                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5P LOSS MUTATED        0     10      7
  5P LOSS WILD-TYPE      1     18     36
D49V6, multiclass
        clus
vv       5P LOSS MUTATED 5P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              10                18
  CLUS_3               7                36

Clustering(50) Variable = 5Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        7     15     10
  5Q LOSS WILD-TYPE      8     19     14
D50V1, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               7                 8
  CLUS_2              15                19
  CLUS_3              10                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       15      5     12
  5Q LOSS WILD-TYPE     19     10     12
D50V2, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              15                19
  CLUS_2               5                10
  CLUS_3              12                12
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED       13      5     14
  5Q LOSS WILD-TYPE     17      9     14
D50V3, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1              13                17
  CLUS_2               5                 9
  CLUS_3              14                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        0     14     18
  5Q LOSS WILD-TYPE      1     14     25
D50V4, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              14                14
  CLUS_3              18                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q LOSS MUTATED        5      6      8     13
  5Q LOSS WILD-TYPE      7      3     17     13
D50V5, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               5                 7
  CLUS_2               6                 3
  CLUS_3               8                17
  CLUS_4              13                13
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  5Q LOSS MUTATED        0     14     18
  5Q LOSS WILD-TYPE      1     14     25
D50V6, multiclass
        clus
vv       5Q LOSS MUTATED 5Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              14                14
  CLUS_3              18                25

Clustering(51) Variable = 6P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        7      7      4
  6P LOSS WILD-TYPE      8     27     20
D51V1, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               7                 8
  CLUS_2               7                27
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED       10      4      4
  6P LOSS WILD-TYPE     24     11     20
D51V2, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1              10                24
  CLUS_2               4                11
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        8      5      5
  6P LOSS WILD-TYPE     22      9     23
D51V3, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               8                22
  CLUS_2               5                 9
  CLUS_3               5                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        0      5     13
  6P LOSS WILD-TYPE      1     23     30
D51V4, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               5                23
  CLUS_3              13                30
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P LOSS MUTATED        5      3      5      5
  6P LOSS WILD-TYPE      7      6     20     21
D51V5, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               5                 7
  CLUS_2               3                 6
  CLUS_3               5                20
  CLUS_4               5                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6P LOSS MUTATED        0      5     13
  6P LOSS WILD-TYPE      1     23     30
D51V6, multiclass
        clus
vv       6P LOSS MUTATED 6P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               5                23
  CLUS_3              13                30

Clustering(52) Variable = 6Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        6      6      4
  6Q LOSS WILD-TYPE      9     28     20
D52V1, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               6                 9
  CLUS_2               6                28
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        9      4      3
  6Q LOSS WILD-TYPE     25     11     21
D52V2, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               9                25
  CLUS_2               4                11
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        8      4      4
  6Q LOSS WILD-TYPE     22     10     24
D52V3, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               8                22
  CLUS_2               4                10
  CLUS_3               4                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        0      4     12
  6Q LOSS WILD-TYPE      1     24     31
D52V4, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               4                24
  CLUS_3              12                31
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q LOSS MUTATED        4      2      6      4
  6Q LOSS WILD-TYPE      8      7     19     22
D52V5, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               4                 8
  CLUS_2               2                 7
  CLUS_3               6                19
  CLUS_4               4                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  6Q LOSS MUTATED        0      4     12
  6Q LOSS WILD-TYPE      1     24     31
D52V6, multiclass
        clus
vv       6Q LOSS MUTATED 6Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               4                24
  CLUS_3              12                31

Clustering(53) Variable = 7P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        0      3      3
  7P LOSS WILD-TYPE     15     31     21
D53V1, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               0                15
  CLUS_2               3                31
  CLUS_3               3                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        5      0      1
  7P LOSS WILD-TYPE     29     15     23
D53V2, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               5                29
  CLUS_2               0                15
  CLUS_3               1                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        4      1      1
  7P LOSS WILD-TYPE     26     13     27
D53V3, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               4                26
  CLUS_2               1                13
  CLUS_3               1                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        0      1      5
  7P LOSS WILD-TYPE      1     27     38
D53V4, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                27
  CLUS_3               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P LOSS MUTATED        1      3      1      1
  7P LOSS WILD-TYPE     11      6     24     25
D53V5, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               1                11
  CLUS_2               3                 6
  CLUS_3               1                24
  CLUS_4               1                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7P LOSS MUTATED        0      1      5
  7P LOSS WILD-TYPE      1     27     38
D53V6, multiclass
        clus
vv       7P LOSS MUTATED 7P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               1                27
  CLUS_3               5                38

Clustering(54) Variable = 7Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        0      9      1
  7Q LOSS WILD-TYPE     15     25     23
D54V1, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               0                15
  CLUS_2               9                25
  CLUS_3               1                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        3      3      4
  7Q LOSS WILD-TYPE     31     12     20
D54V2, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               3                31
  CLUS_2               3                12
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        4      2      4
  7Q LOSS WILD-TYPE     26     12     24
D54V3, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               4                26
  CLUS_2               2                12
  CLUS_3               4                24
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        0      4      6
  7Q LOSS WILD-TYPE      1     24     37
D54V4, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               4                24
  CLUS_3               6                37
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q LOSS MUTATED        2      2      3      3
  7Q LOSS WILD-TYPE     10      7     22     23
D54V5, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               2                10
  CLUS_2               2                 7
  CLUS_3               3                22
  CLUS_4               3                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  7Q LOSS MUTATED        0      4      6
  7Q LOSS WILD-TYPE      1     24     37
D54V6, multiclass
        clus
vv       7Q LOSS MUTATED 7Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               4                24
  CLUS_3               6                37

Clustering(55) Variable = 8P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        4     11     12
  8P LOSS WILD-TYPE     11     23     12
D55V1, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               4                11
  CLUS_2              11                23
  CLUS_3              12                12
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       14      6      7
  8P LOSS WILD-TYPE     20      9     17
D55V2, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              14                20
  CLUS_2               6                 9
  CLUS_3               7                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED       12      6      9
  8P LOSS WILD-TYPE     18      8     19
D55V3, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1              12                18
  CLUS_2               6                 8
  CLUS_3               9                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        0      9     18
  8P LOSS WILD-TYPE      1     19     25
D55V4, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               9                19
  CLUS_3              18                25
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P LOSS MUTATED        6      3     10      8
  8P LOSS WILD-TYPE      6      6     15     18
D55V5, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               6                 6
  CLUS_2               3                 6
  CLUS_3              10                15
  CLUS_4               8                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8P LOSS MUTATED        0      9     18
  8P LOSS WILD-TYPE      1     19     25
D55V6, multiclass
        clus
vv       8P LOSS MUTATED 8P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               9                19
  CLUS_3              18                25

Clustering(56) Variable = 8Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        0      6      4
  8Q LOSS WILD-TYPE     15     28     20
D56V1, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               0                15
  CLUS_2               6                28
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        4      2      4
  8Q LOSS WILD-TYPE     30     13     20
D56V2, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               4                30
  CLUS_2               2                13
  CLUS_3               4                20
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        3      2      5
  8Q LOSS WILD-TYPE     27     12     23
D56V3, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               3                27
  CLUS_2               2                12
  CLUS_3               5                23
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        0      5      5
  8Q LOSS WILD-TYPE      1     23     38
D56V4, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               5                23
  CLUS_3               5                38
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q LOSS MUTATED        1      3      2      4
  8Q LOSS WILD-TYPE     11      6     23     22
D56V5, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               1                11
  CLUS_2               3                 6
  CLUS_3               2                23
  CLUS_4               4                22
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  8Q LOSS MUTATED        0      5      5
  8Q LOSS WILD-TYPE      1     23     38
D56V6, multiclass
        clus
vv       8Q LOSS MUTATED 8Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               5                23
  CLUS_3               5                38

Clustering(57) Variable = 9P LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED        5     20     17
  9P LOSS WILD-TYPE     10     14      7
D57V1, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               5                10
  CLUS_2              20                14
  CLUS_3              17                 7
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       18     11     13
  9P LOSS WILD-TYPE     16      4     11
D57V2, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              18                16
  CLUS_2              11                 4
  CLUS_3              13                11
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED       19      7     16
  9P LOSS WILD-TYPE     11      7     12
D57V3, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1              19                11
  CLUS_2               7                 7
  CLUS_3              16                12
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED        0     16     26
  9P LOSS WILD-TYPE      1     12     17
D57V4, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              16                12
  CLUS_3              26                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P LOSS MUTATED        7      6     15     14
  9P LOSS WILD-TYPE      5      3     10     12
D57V5, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               7                 5
  CLUS_2               6                 3
  CLUS_3              15                10
  CLUS_4              14                12
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9P LOSS MUTATED        0     16     26
  9P LOSS WILD-TYPE      1     12     17
D57V6, multiclass
        clus
vv       9P LOSS MUTATED 9P LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              16                12
  CLUS_3              26                17

Clustering(58) Variable = 9Q LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        1     10     12
  9Q LOSS WILD-TYPE     14     24     12
D58V1, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               1                14
  CLUS_2              10                24
  CLUS_3              12                12
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       11      7      5
  9Q LOSS WILD-TYPE     23      8     19
D58V2, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              11                23
  CLUS_2               7                 8
  CLUS_3               5                19
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED       12      4      7
  9Q LOSS WILD-TYPE     18     10     21
D58V3, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1              12                18
  CLUS_2               4                10
  CLUS_3               7                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        0      7     16
  9Q LOSS WILD-TYPE      1     21     27
D58V4, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               7                21
  CLUS_3              16                27
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q LOSS MUTATED        3      5     10      5
  9Q LOSS WILD-TYPE      9      4     15     21
D58V5, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               3                 9
  CLUS_2               5                 4
  CLUS_3              10                15
  CLUS_4               5                21
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  9Q LOSS MUTATED        0      7     16
  9Q LOSS WILD-TYPE      1     21     27
D58V6, multiclass
        clus
vv       9Q LOSS MUTATED 9Q LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2               7                21
  CLUS_3              16                27

Clustering(59) Variable = 10P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        7      9      6
  10P LOSS WILD-TYPE      8     25     18
D59V1, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                7                  8
  CLUS_2                9                 25
  CLUS_3                6                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       13      4      5
  10P LOSS WILD-TYPE     21     11     19
D59V2, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               13                 21
  CLUS_2                4                 11
  CLUS_3                5                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED       11      4      7
  10P LOSS WILD-TYPE     19     10     21
D59V3, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1               11                 19
  CLUS_2                4                 10
  CLUS_3                7                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        0      7     15
  10P LOSS WILD-TYPE      1     21     28
D59V4, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                7                 21
  CLUS_3               15                 28
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P LOSS MUTATED        4      2      9      7
  10P LOSS WILD-TYPE      8      7     16     19
D59V5, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                4                  8
  CLUS_2                2                  7
  CLUS_3                9                 16
  CLUS_4                7                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10P LOSS MUTATED        0      7     15
  10P LOSS WILD-TYPE      1     21     28
D59V6, multiclass
        clus
vv       10P LOSS MUTATED 10P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                7                 21
  CLUS_3               15                 28

Clustering(60) Variable = 10Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        5      7     14
  10Q LOSS WILD-TYPE     10     27     10
D60V1, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                5                 10
  CLUS_2                7                 27
  CLUS_3               14                 10
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       18      3      5
  10Q LOSS WILD-TYPE     16     12     19
D60V2, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               18                 16
  CLUS_2                3                 12
  CLUS_3                5                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED       13      7      6
  10Q LOSS WILD-TYPE     17      7     22
D60V3, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1               13                 17
  CLUS_2                7                  7
  CLUS_3                6                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        0      6     20
  10Q LOSS WILD-TYPE      1     22     23
D60V4, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                6                 22
  CLUS_3               20                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q LOSS MUTATED        7      2     11      6
  10Q LOSS WILD-TYPE      5      7     14     20
D60V5, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                7                  5
  CLUS_2                2                  7
  CLUS_3               11                 14
  CLUS_4                6                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  10Q LOSS MUTATED        0      6     20
  10Q LOSS WILD-TYPE      1     22     23
D60V6, multiclass
        clus
vv       10Q LOSS MUTATED 10Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                6                 22
  CLUS_3               20                 23

Clustering(61) Variable = 11P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        1      9     12
  11P LOSS WILD-TYPE     14     25     12
D61V1, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                1                 14
  CLUS_2                9                 25
  CLUS_3               12                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       13      4      5
  11P LOSS WILD-TYPE     21     11     19
D61V2, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               13                 21
  CLUS_2                4                 11
  CLUS_3                5                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED       10      6      6
  11P LOSS WILD-TYPE     20      8     22
D61V3, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1               10                 20
  CLUS_2                6                  8
  CLUS_3                6                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        0      6     16
  11P LOSS WILD-TYPE      1     22     27
D61V4, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                6                 22
  CLUS_3               16                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P LOSS MUTATED        5      3      9      5
  11P LOSS WILD-TYPE      7      6     16     21
D61V5, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                5                  7
  CLUS_2                3                  6
  CLUS_3                9                 16
  CLUS_4                5                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11P LOSS MUTATED        0      6     16
  11P LOSS WILD-TYPE      1     22     27
D61V6, multiclass
        clus
vv       11P LOSS MUTATED 11P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                6                 22
  CLUS_3               16                 27

Clustering(62) Variable = 11Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        2     11     14
  11Q LOSS WILD-TYPE     13     23     10
D62V1, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2               11                 23
  CLUS_3               14                 10
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       15      6      6
  11Q LOSS WILD-TYPE     19      9     18
D62V2, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               15                 19
  CLUS_2                6                  9
  CLUS_3                6                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED       14      5      7
  11Q LOSS WILD-TYPE     16      9     21
D62V3, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1               14                 16
  CLUS_2                5                  9
  CLUS_3                7                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        0      7     19
  11Q LOSS WILD-TYPE      1     21     24
D62V4, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                7                 21
  CLUS_3               19                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q LOSS MUTATED        4      5     11      6
  11Q LOSS WILD-TYPE      8      4     14     20
D62V5, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                4                  8
  CLUS_2                5                  4
  CLUS_3               11                 14
  CLUS_4                6                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  11Q LOSS MUTATED        0      7     19
  11Q LOSS WILD-TYPE      1     21     24
D62V6, multiclass
        clus
vv       11Q LOSS MUTATED 11Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                7                 21
  CLUS_3               19                 24

Clustering(63) Variable = 12P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        3     11      1
  12P LOSS WILD-TYPE     12     23     23
D63V1, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               11                 23
  CLUS_3                1                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        3      4      8
  12P LOSS WILD-TYPE     31     11     16
D63V2, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                3                 31
  CLUS_2                4                 11
  CLUS_3                8                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        4      0     11
  12P LOSS WILD-TYPE     26     14     17
D63V3, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                4                 26
  CLUS_2                0                 14
  CLUS_3               11                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        0     11      4
  12P LOSS WILD-TYPE      1     17     39
D63V4, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               11                 17
  CLUS_3                4                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P LOSS MUTATED        1      1      3     10
  12P LOSS WILD-TYPE     11      8     22     16
D63V5, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                1                 11
  CLUS_2                1                  8
  CLUS_3                3                 22
  CLUS_4               10                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12P LOSS MUTATED        0     11      4
  12P LOSS WILD-TYPE      1     17     39
D63V6, multiclass
        clus
vv       12P LOSS MUTATED 12P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               11                 17
  CLUS_3                4                 39

Clustering(64) Variable = 12Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        3     10      2
  12Q LOSS WILD-TYPE     12     24     22
D64V1, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               10                 24
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        3      4      8
  12Q LOSS WILD-TYPE     31     11     16
D64V2, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                3                 31
  CLUS_2                4                 11
  CLUS_3                8                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        4      1     10
  12Q LOSS WILD-TYPE     26     13     18
D64V3, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                4                 26
  CLUS_2                1                 13
  CLUS_3               10                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        0     10      5
  12Q LOSS WILD-TYPE      1     18     38
D64V4, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               10                 18
  CLUS_3                5                 38
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q LOSS MUTATED        1      2      3      9
  12Q LOSS WILD-TYPE     11      7     22     17
D64V5, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                1                 11
  CLUS_2                2                  7
  CLUS_3                3                 22
  CLUS_4                9                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  12Q LOSS MUTATED        0     10      5
  12Q LOSS WILD-TYPE      1     18     38
D64V6, multiclass
        clus
vv       12Q LOSS MUTATED 12Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               10                 18
  CLUS_3                5                 38

Clustering(65) Variable = 13Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        6     10     15
  13Q LOSS WILD-TYPE      9     24      9
D65V1, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                6                  9
  CLUS_2               10                 24
  CLUS_3               15                  9
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       19      5      7
  13Q LOSS WILD-TYPE     15     10     17
D65V2, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               19                 15
  CLUS_2                5                 10
  CLUS_3                7                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED       17      7      7
  13Q LOSS WILD-TYPE     13      7     21
D65V3, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1               17                 13
  CLUS_2                7                  7
  CLUS_3                7                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        0      7     24
  13Q LOSS WILD-TYPE      1     21     19
D65V4, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                7                 21
  CLUS_3               24                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q LOSS MUTATED        6      7     13      5
  13Q LOSS WILD-TYPE      6      2     12     21
D65V5, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                6                  6
  CLUS_2                7                  2
  CLUS_3               13                 12
  CLUS_4                5                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  13Q LOSS MUTATED        0      7     24
  13Q LOSS WILD-TYPE      1     21     19
D65V6, multiclass
        clus
vv       13Q LOSS MUTATED 13Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                7                 21
  CLUS_3               24                 19

Clustering(66) Variable = 14Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        3     11      4
  14Q LOSS WILD-TYPE     12     23     20
D66V1, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               11                 23
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        5      4      9
  14Q LOSS WILD-TYPE     29     11     15
D66V2, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                5                 29
  CLUS_2                4                 11
  CLUS_3                9                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        3      5     10
  14Q LOSS WILD-TYPE     27      9     18
D66V3, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                3                 27
  CLUS_2                5                  9
  CLUS_3               10                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        0     10      8
  14Q LOSS WILD-TYPE      1     18     35
D66V4, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               10                 18
  CLUS_3                8                 35
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q LOSS MUTATED        3      5      2      8
  14Q LOSS WILD-TYPE      9      4     23     18
D66V5, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                3                  9
  CLUS_2                5                  4
  CLUS_3                2                 23
  CLUS_4                8                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  14Q LOSS MUTATED        0     10      8
  14Q LOSS WILD-TYPE      1     18     35
D66V6, multiclass
        clus
vv       14Q LOSS MUTATED 14Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               10                 18
  CLUS_3                8                 35

Clustering(67) Variable = 15Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        4     10      6
  15Q LOSS WILD-TYPE     11     24     18
D67V1, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               10                 24
  CLUS_3                6                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        7      4      9
  15Q LOSS WILD-TYPE     27     11     15
D67V2, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                7                 27
  CLUS_2                4                 11
  CLUS_3                9                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        7      3     10
  15Q LOSS WILD-TYPE     23     11     18
D67V3, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                7                 23
  CLUS_2                3                 11
  CLUS_3               10                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        0     10     10
  15Q LOSS WILD-TYPE      1     18     33
D67V4, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               10                 18
  CLUS_3               10                 33
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q LOSS MUTATED        3      3      5      9
  15Q LOSS WILD-TYPE      9      6     20     17
D67V5, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                3                  9
  CLUS_2                3                  6
  CLUS_3                5                 20
  CLUS_4                9                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  15Q LOSS MUTATED        0     10     10
  15Q LOSS WILD-TYPE      1     18     33
D67V6, multiclass
        clus
vv       15Q LOSS MUTATED 15Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               10                 18
  CLUS_3               10                 33

Clustering(68) Variable = 16P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        3     11      4
  16P LOSS WILD-TYPE     12     23     20
D68V1, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2               11                 23
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        6      3      9
  16P LOSS WILD-TYPE     28     12     15
D68V2, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                6                 28
  CLUS_2                3                 12
  CLUS_3                9                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        4      3     10
  16P LOSS WILD-TYPE     26     11     18
D68V3, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                4                 26
  CLUS_2                3                 11
  CLUS_3               10                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        0     10      7
  16P LOSS WILD-TYPE      1     18     36
D68V4, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               10                 18
  CLUS_3                7                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P LOSS MUTATED        3      1      3     10
  16P LOSS WILD-TYPE      9      8     22     16
D68V5, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                3                  9
  CLUS_2                1                  8
  CLUS_3                3                 22
  CLUS_4               10                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16P LOSS MUTATED        0     10      7
  16P LOSS WILD-TYPE      1     18     36
D68V6, multiclass
        clus
vv       16P LOSS MUTATED 16P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               10                 18
  CLUS_3                7                 36

Clustering(69) Variable = 16Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        4     13      2
  16Q LOSS WILD-TYPE     11     21     22
D69V1, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               13                 21
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        7      3      9
  16Q LOSS WILD-TYPE     27     12     15
D69V2, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                7                 27
  CLUS_2                3                 12
  CLUS_3                9                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        6      1     11
  16Q LOSS WILD-TYPE     24     13     17
D69V3, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                6                 24
  CLUS_2                1                 13
  CLUS_3               11                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        0     11      7
  16Q LOSS WILD-TYPE      1     17     36
D69V4, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               11                 17
  CLUS_3                7                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q LOSS MUTATED        1      3      4     10
  16Q LOSS WILD-TYPE     11      6     21     16
D69V5, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                1                 11
  CLUS_2                3                  6
  CLUS_3                4                 21
  CLUS_4               10                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  16Q LOSS MUTATED        0     11      7
  16Q LOSS WILD-TYPE      1     17     36
D69V6, multiclass
        clus
vv       16Q LOSS MUTATED 16Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               11                 17
  CLUS_3                7                 36

Clustering(70) Variable = 17P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED        4     17      5
  17P LOSS WILD-TYPE     11     17     19
D70V1, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               17                 17
  CLUS_3                5                 19
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED        7      5     14
  17P LOSS WILD-TYPE     27     10     10
D70V2, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                7                 27
  CLUS_2                5                 10
  CLUS_3               14                 10
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED        8      3     15
  17P LOSS WILD-TYPE     22     11     13
D70V3, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                8                 22
  CLUS_2                3                 11
  CLUS_3               15                 13
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED        0     15     11
  17P LOSS WILD-TYPE      1     13     32
D70V4, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               15                 13
  CLUS_3               11                 32
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P LOSS MUTATED        1      4      7     14
  17P LOSS WILD-TYPE     11      5     18     12
D70V5, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                1                 11
  CLUS_2                4                  5
  CLUS_3                7                 18
  CLUS_4               14                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17P LOSS MUTATED        0     15     11
  17P LOSS WILD-TYPE      1     13     32
D70V6, multiclass
        clus
vv       17P LOSS MUTATED 17P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               15                 13
  CLUS_3               11                 32

Clustering(71) Variable = 17Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        1      3      4
  17Q LOSS WILD-TYPE     14     31     20
D71V1, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                1                 14
  CLUS_2                3                 31
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        5      2      1
  17Q LOSS WILD-TYPE     29     13     23
D71V2, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                5                 29
  CLUS_2                2                 13
  CLUS_3                1                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        6      1      1
  17Q LOSS WILD-TYPE     24     13     27
D71V3, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                6                 24
  CLUS_2                1                 13
  CLUS_3                1                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        0      1      7
  17Q LOSS WILD-TYPE      1     27     36
D71V4, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 27
  CLUS_3                7                 36
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q LOSS MUTATED        0      2      5      1
  17Q LOSS WILD-TYPE     12      7     20     25
D71V5, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                0                 12
  CLUS_2                2                  7
  CLUS_3                5                 20
  CLUS_4                1                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  17Q LOSS MUTATED        0      1      7
  17Q LOSS WILD-TYPE      1     27     36
D71V6, multiclass
        clus
vv       17Q LOSS MUTATED 17Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                1                 27
  CLUS_3                7                 36

Clustering(72) Variable = 18P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        4     15      6
  18P LOSS WILD-TYPE     11     19     18
D72V1, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                4                 11
  CLUS_2               15                 19
  CLUS_3                6                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED       10      3     12
  18P LOSS WILD-TYPE     24     12     12
D72V2, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1               10                 24
  CLUS_2                3                 12
  CLUS_3               12                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        6      7     12
  18P LOSS WILD-TYPE     24      7     16
D72V3, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                6                 24
  CLUS_2                7                  7
  CLUS_3               12                 16
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        0     12     13
  18P LOSS WILD-TYPE      1     16     30
D72V4, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               12                 16
  CLUS_3               13                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P LOSS MUTATED        6      4      4     11
  18P LOSS WILD-TYPE      6      5     21     15
D72V5, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                6                  6
  CLUS_2                4                  5
  CLUS_3                4                 21
  CLUS_4               11                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18P LOSS MUTATED        0     12     13
  18P LOSS WILD-TYPE      1     16     30
D72V6, multiclass
        clus
vv       18P LOSS MUTATED 18P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               12                 16
  CLUS_3               13                 30

Clustering(73) Variable = 18Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        6     20     14
  18Q LOSS WILD-TYPE      9     14     10
D73V1, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                6                  9
  CLUS_2               20                 14
  CLUS_3               14                 10
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       17      7     16
  18Q LOSS WILD-TYPE     17      8      8
D73V2, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               17                 17
  CLUS_2                7                  8
  CLUS_3               16                  8
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED       13      9     18
  18Q LOSS WILD-TYPE     17      5     10
D73V3, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1               13                 17
  CLUS_2                9                  5
  CLUS_3               18                 10
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        0     18     22
  18Q LOSS WILD-TYPE      1     10     21
D73V4, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               18                 10
  CLUS_3               22                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q LOSS MUTATED        9      3     11     17
  18Q LOSS WILD-TYPE      3      6     14      9
D73V5, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                9                  3
  CLUS_2                3                  6
  CLUS_3               11                 14
  CLUS_4               17                  9
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  18Q LOSS MUTATED        0     18     22
  18Q LOSS WILD-TYPE      1     10     21
D73V6, multiclass
        clus
vv       18Q LOSS MUTATED 18Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               18                 10
  CLUS_3               22                 21

Clustering(74) Variable = 19P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        5      7     14
  19P LOSS WILD-TYPE     10     27     10
D74V1, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                5                 10
  CLUS_2                7                 27
  CLUS_3               14                 10
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       16      3      7
  19P LOSS WILD-TYPE     18     12     17
D74V2, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               16                 18
  CLUS_2                3                 12
  CLUS_3                7                 17
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED       16      2      8
  19P LOSS WILD-TYPE     14     12     20
D74V3, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1               16                 14
  CLUS_2                2                 12
  CLUS_3                8                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        0      8     18
  19P LOSS WILD-TYPE      1     20     25
D74V4, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                8                 20
  CLUS_3               18                 25
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P LOSS MUTATED        2      5     13      6
  19P LOSS WILD-TYPE     10      4     12     20
D74V5, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                2                 10
  CLUS_2                5                  4
  CLUS_3               13                 12
  CLUS_4                6                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19P LOSS MUTATED        0      8     18
  19P LOSS WILD-TYPE      1     20     25
D74V6, multiclass
        clus
vv       19P LOSS MUTATED 19P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                8                 20
  CLUS_3               18                 25

Clustering(75) Variable = 19Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        3      6     12
  19Q LOSS WILD-TYPE     12     28     12
D75V1, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                3                 12
  CLUS_2                6                 28
  CLUS_3               12                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       15      2      4
  19Q LOSS WILD-TYPE     19     13     20
D75V2, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               15                 19
  CLUS_2                2                 13
  CLUS_3                4                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED       14      2      5
  19Q LOSS WILD-TYPE     16     12     23
D75V3, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1               14                 16
  CLUS_2                2                 12
  CLUS_3                5                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        0      5     16
  19Q LOSS WILD-TYPE      1     23     27
D75V4, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                5                 23
  CLUS_3               16                 27
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q LOSS MUTATED        2      3     11      5
  19Q LOSS WILD-TYPE     10      6     14     21
D75V5, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                2                 10
  CLUS_2                3                  6
  CLUS_3               11                 14
  CLUS_4                5                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  19Q LOSS MUTATED        0      5     16
  19Q LOSS WILD-TYPE      1     23     27
D75V6, multiclass
        clus
vv       19Q LOSS MUTATED 19Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                5                 23
  CLUS_3               16                 27

Clustering(76) Variable = 20P LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        2      5      2
  20P LOSS WILD-TYPE     13     29     22
D76V1, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                2                 13
  CLUS_2                5                 29
  CLUS_3                2                 22
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        4      2      3
  20P LOSS WILD-TYPE     30     13     21
D76V2, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                4                 30
  CLUS_2                2                 13
  CLUS_3                3                 21
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        4      0      5
  20P LOSS WILD-TYPE     26     14     23
D76V3, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                4                 26
  CLUS_2                0                 14
  CLUS_3                5                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        0      5      4
  20P LOSS WILD-TYPE      1     23     39
D76V4, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                5                 23
  CLUS_3                4                 39
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P LOSS MUTATED        0      2      4      3
  20P LOSS WILD-TYPE     12      7     21     23
D76V5, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                0                 12
  CLUS_2                2                  7
  CLUS_3                4                 21
  CLUS_4                3                 23
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20P LOSS MUTATED        0      5      4
  20P LOSS WILD-TYPE      1     23     39
D76V6, multiclass
        clus
vv       20P LOSS MUTATED 20P LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                5                 23
  CLUS_3                4                 39

Clustering(77) Variable = 20Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        1      2      0
  20Q LOSS WILD-TYPE     14     32     24
D77V1, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                1                 14
  CLUS_2                2                 32
  CLUS_3                0                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        1      2      0
  20Q LOSS WILD-TYPE     33     13     24
D77V2, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                1                 33
  CLUS_2                2                 13
  CLUS_3                0                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        1      0      2
  20Q LOSS WILD-TYPE     29     14     26
D77V3, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                1                 29
  CLUS_2                0                 14
  CLUS_3                2                 26
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        0      2      1
  20Q LOSS WILD-TYPE      1     26     42
D77V4, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                2                 26
  CLUS_3                1                 42
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q LOSS MUTATED        0      0      1      2
  20Q LOSS WILD-TYPE     12      9     24     24
D77V5, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                 12
  CLUS_2                0                  9
  CLUS_3                1                 24
  CLUS_4                2                 24
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  20Q LOSS MUTATED        0      2      1
  20Q LOSS WILD-TYPE      1     26     42
D77V6, multiclass
        clus
vv       20Q LOSS MUTATED 20Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2                2                 26
  CLUS_3                1                 42

Clustering(78) Variable = 21Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        8     23     13
  21Q LOSS WILD-TYPE      7     11     11
D78V1, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                8                  7
  CLUS_2               23                 11
  CLUS_3               13                 11
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       17      8     19
  21Q LOSS WILD-TYPE     17      7      5
D78V2, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               17                 17
  CLUS_2                8                  7
  CLUS_3               19                  5
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED       16      7     21
  21Q LOSS WILD-TYPE     14      7      7
D78V3, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1               16                 14
  CLUS_2                7                  7
  CLUS_3               21                  7
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        0     21     23
  21Q LOSS WILD-TYPE      1      7     20
D78V4, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               21                  7
  CLUS_3               23                 20
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q LOSS MUTATED        8      3     13     20
  21Q LOSS WILD-TYPE      4      6     12      6
D78V5, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                8                  4
  CLUS_2                3                  6
  CLUS_3               13                 12
  CLUS_4               20                  6
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  21Q LOSS MUTATED        0     21     23
  21Q LOSS WILD-TYPE      1      7     20
D78V6, multiclass
        clus
vv       21Q LOSS MUTATED 21Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               21                  7
  CLUS_3               23                 20

Clustering(79) Variable = 22Q LOSS MUTATION ANALYSIS
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        6     14      6
  22Q LOSS WILD-TYPE      9     20     18
D79V1, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                6                  9
  CLUS_2               14                 20
  CLUS_3                6                 18
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        7      7     12
  22Q LOSS WILD-TYPE     27      8     12
D79V2, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                7                 27
  CLUS_2                7                  8
  CLUS_3               12                 12
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        8      5     13
  22Q LOSS WILD-TYPE     22      9     15
D79V3, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                8                 22
  CLUS_2                5                  9
  CLUS_3               13                 15
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        0     13     13
  22Q LOSS WILD-TYPE      1     15     30
D79V4, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               13                 15
  CLUS_3               13                 30
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q LOSS MUTATED        4      4      6     12
  22Q LOSS WILD-TYPE      8      5     19     14
D79V5, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                4                  8
  CLUS_2                4                  5
  CLUS_3                6                 19
  CLUS_4               12                 14
                    vv
clus                 CLUS_1 CLUS_2 CLUS_3
  22Q LOSS MUTATED        0     13     13
  22Q LOSS WILD-TYPE      1     15     30
D79V6, multiclass
        clus
vv       22Q LOSS MUTATED 22Q LOSS WILD-TYPE
  CLUS_1                0                  1
  CLUS_2               13                 15
  CLUS_3               13                 30

Clustering(80) Variable = XQ LOSS MUTATION ANALYSIS
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        2      9      8
  XQ LOSS WILD-TYPE     13     25     16
D80V1, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               2                13
  CLUS_2               9                25
  CLUS_3               8                16
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        8      1     10
  XQ LOSS WILD-TYPE     26     14     14
D80V2, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               8                26
  CLUS_2               1                14
  CLUS_3              10                14
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        7      2     10
  XQ LOSS WILD-TYPE     23     12     18
D80V3, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               7                23
  CLUS_2               2                12
  CLUS_3              10                18
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        0     10      9
  XQ LOSS WILD-TYPE      1     18     34
D80V4, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              10                18
  CLUS_3               9                34
                   vv
clus                CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ LOSS MUTATED        1      2      7      9
  XQ LOSS WILD-TYPE     11      7     18     17
D80V5, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               1                11
  CLUS_2               2                 7
  CLUS_3               7                18
  CLUS_4               9                17
                   vv
clus                CLUS_1 CLUS_2 CLUS_3
  XQ LOSS MUTATED        0     10      9
  XQ LOSS WILD-TYPE      1     18     34
D80V6, multiclass
        clus
vv       XQ LOSS MUTATED XQ LOSS WILD-TYPE
  CLUS_1               0                 1
  CLUS_2              10                18
  CLUS_3               9                34
> q(save="no")
