
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/UCS-TP/6185527/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/UCS-TP/6185325/UCS-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=UCS-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=UCS-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/UCS-TP/6185325/UCS-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/UCS-TP/6185527/transformed.cor.cli.txt"

nPatients in clinical file=57, in cluster file=56, common to both=56
[1] 40 56
[1] "1P MUTATION ANALYSIS"
[1] 3
  1P MUTATED 1P WILD-TYPE 
          33           23 
  1P MUTATED 1P WILD-TYPE 
          33           23 
[1] "1Q MUTATION ANALYSIS"
[1] 3
  1Q MUTATED 1Q WILD-TYPE 
          40           16 
  1Q MUTATED 1Q WILD-TYPE 
          40           16 
[1] "2P MUTATION ANALYSIS"
[1] 3
  2P MUTATED 2P WILD-TYPE 
          25           31 
  2P MUTATED 2P WILD-TYPE 
          25           31 
[1] "2Q MUTATION ANALYSIS"
[1] 3
  2Q MUTATED 2Q WILD-TYPE 
          23           33 
  2Q MUTATED 2Q WILD-TYPE 
          23           33 
[1] "3P MUTATION ANALYSIS"
[1] 3
  3P MUTATED 3P WILD-TYPE 
          32           24 
  3P MUTATED 3P WILD-TYPE 
          32           24 
[1] "3Q MUTATION ANALYSIS"
[1] 3
  3Q MUTATED 3Q WILD-TYPE 
          37           19 
  3Q MUTATED 3Q WILD-TYPE 
          37           19 
[1] "4P MUTATION ANALYSIS"
[1] 3
  4P MUTATED 4P WILD-TYPE 
          40           16 
  4P MUTATED 4P WILD-TYPE 
          40           16 
[1] "4Q MUTATION ANALYSIS"
[1] 3
  4Q MUTATED 4Q WILD-TYPE 
          36           20 
  4Q MUTATED 4Q WILD-TYPE 
          36           20 
[1] "5P MUTATION ANALYSIS"
[1] 3
  5P MUTATED 5P WILD-TYPE 
          32           24 
  5P MUTATED 5P WILD-TYPE 
          32           24 
[1] "5Q MUTATION ANALYSIS"
[1] 3
  5Q MUTATED 5Q WILD-TYPE 
          26           30 
  5Q MUTATED 5Q WILD-TYPE 
          26           30 
[1] "6P MUTATION ANALYSIS"
[1] 3
  6P MUTATED 6P WILD-TYPE 
          35           21 
  6P MUTATED 6P WILD-TYPE 
          35           21 
[1] "6Q MUTATION ANALYSIS"
[1] 3
  6Q MUTATED 6Q WILD-TYPE 
          34           22 
  6Q MUTATED 6Q WILD-TYPE 
          34           22 
[1] "7P MUTATION ANALYSIS"
[1] 3
  7P MUTATED 7P WILD-TYPE 
          34           22 
  7P MUTATED 7P WILD-TYPE 
          34           22 
[1] "7Q MUTATION ANALYSIS"
[1] 3
  7Q MUTATED 7Q WILD-TYPE 
          30           26 
  7Q MUTATED 7Q WILD-TYPE 
          30           26 
[1] "8P MUTATION ANALYSIS"
[1] 3
  8P MUTATED 8P WILD-TYPE 
          42           14 
  8P MUTATED 8P WILD-TYPE 
          42           14 
[1] "8Q MUTATION ANALYSIS"
[1] 3
  8Q MUTATED 8Q WILD-TYPE 
          39           17 
  8Q MUTATED 8Q WILD-TYPE 
          39           17 
[1] "9P MUTATION ANALYSIS"
[1] 3
  9P MUTATED 9P WILD-TYPE 
          40           16 
  9P MUTATED 9P WILD-TYPE 
          40           16 
[1] "9Q MUTATION ANALYSIS"
[1] 3
  9Q MUTATED 9Q WILD-TYPE 
          41           15 
  9Q MUTATED 9Q WILD-TYPE 
          41           15 
[1] "10P MUTATION ANALYSIS"
[1] 3
  10P MUTATED 10P WILD-TYPE 
           44            12 
  10P MUTATED 10P WILD-TYPE 
           44            12 
[1] "10Q MUTATION ANALYSIS"
[1] 3
  10Q MUTATED 10Q WILD-TYPE 
           38            18 
  10Q MUTATED 10Q WILD-TYPE 
           38            18 
[1] "11P MUTATION ANALYSIS"
[1] 3
  11P MUTATED 11P WILD-TYPE 
           31            25 
  11P MUTATED 11P WILD-TYPE 
           31            25 
[1] "11Q MUTATION ANALYSIS"
[1] 3
  11Q MUTATED 11Q WILD-TYPE 
           31            25 
  11Q MUTATED 11Q WILD-TYPE 
           31            25 
[1] "12P MUTATION ANALYSIS"
[1] 3
  12P MUTATED 12P WILD-TYPE 
           35            21 
  12P MUTATED 12P WILD-TYPE 
           35            21 
[1] "12Q MUTATION ANALYSIS"
[1] 3
  12Q MUTATED 12Q WILD-TYPE 
           25            31 
  12Q MUTATED 12Q WILD-TYPE 
           25            31 
[1] "13Q MUTATION ANALYSIS"
[1] 3
  13Q MUTATED 13Q WILD-TYPE 
           41            15 
  13Q MUTATED 13Q WILD-TYPE 
           41            15 
[1] "14Q MUTATION ANALYSIS"
[1] 3
  14Q MUTATED 14Q WILD-TYPE 
           34            22 
  14Q MUTATED 14Q WILD-TYPE 
           34            22 
[1] "15Q MUTATION ANALYSIS"
[1] 3
  15Q MUTATED 15Q WILD-TYPE 
           36            20 
  15Q MUTATED 15Q WILD-TYPE 
           36            20 
[1] "16P MUTATION ANALYSIS"
[1] 3
  16P MUTATED 16P WILD-TYPE 
           42            14 
  16P MUTATED 16P WILD-TYPE 
           42            14 
[1] "16Q MUTATION ANALYSIS"
[1] 3
  16Q MUTATED 16Q WILD-TYPE 
           43            13 
  16Q MUTATED 16Q WILD-TYPE 
           43            13 
[1] "17P MUTATION ANALYSIS"
[1] 3
  17P MUTATED 17P WILD-TYPE 
           43            13 
  17P MUTATED 17P WILD-TYPE 
           43            13 
[1] "17Q MUTATION ANALYSIS"
[1] 3
  17Q MUTATED 17Q WILD-TYPE 
           35            21 
  17Q MUTATED 17Q WILD-TYPE 
           35            21 
[1] "18P MUTATION ANALYSIS"
[1] 3
  18P MUTATED 18P WILD-TYPE 
           36            20 
  18P MUTATED 18P WILD-TYPE 
           36            20 
[1] "18Q MUTATION ANALYSIS"
[1] 3
  18Q MUTATED 18Q WILD-TYPE 
           34            22 
  18Q MUTATED 18Q WILD-TYPE 
           34            22 
[1] "19P MUTATION ANALYSIS"
[1] 3
  19P MUTATED 19P WILD-TYPE 
           39            17 
  19P MUTATED 19P WILD-TYPE 
           39            17 
[1] "19Q MUTATION ANALYSIS"
[1] 3
  19Q MUTATED 19Q WILD-TYPE 
           41            15 
  19Q MUTATED 19Q WILD-TYPE 
           41            15 
[1] "20P MUTATION ANALYSIS"
[1] 3
  20P MUTATED 20P WILD-TYPE 
           44            12 
  20P MUTATED 20P WILD-TYPE 
           44            12 
[1] "20Q MUTATION ANALYSIS"
[1] 3
  20Q MUTATED 20Q WILD-TYPE 
           48             8 
  20Q MUTATED 20Q WILD-TYPE 
           48             8 
[1] "21Q MUTATION ANALYSIS"
[1] 3
  21Q MUTATED 21Q WILD-TYPE 
           35            21 
  21Q MUTATED 21Q WILD-TYPE 
           35            21 
[1] "22Q MUTATION ANALYSIS"
[1] 3
  22Q MUTATED 22Q WILD-TYPE 
           41            15 
  22Q MUTATED 22Q WILD-TYPE 
           41            15 
[1] "XQ MUTATION ANALYSIS"
[1] 3
  XQ MUTATED XQ WILD-TYPE 
          33           23 
  XQ MUTATED XQ WILD-TYPE 
          33           23 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
[5] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[7] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"

Input Data has 8 rows and 56 columns.

Variable 1:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'MRNASEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MIRSEQ_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MIRSEQ_MATURE_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
[5] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[7] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 56 columns, 0 survival variables, and 8 non-survival variables.
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=5, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=5, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=4, 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 MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       10     15      8
  1P WILD-TYPE     12      9      2
D1V1, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         10           12
  CLUS_2         15            9
  CLUS_3          8            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P MUTATED        8      5      5      9      6
  1P WILD-TYPE      3      4      5      4      7
D1V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       10     13      9
  1P WILD-TYPE      6      8      9
D1V3, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         10            6
  CLUS_2         13            8
  CLUS_3          9            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P MUTATED        1      1      9      7     14
  1P WILD-TYPE      3      2      5      5      8
D1V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P MUTATED        6     13      1     13
  1P WILD-TYPE      4      9      3      6
D1V5, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          6            4
  CLUS_2         13            9
  CLUS_3          1            3
  CLUS_4         13            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED        1     16     16
  1P WILD-TYPE      0     10     12
D1V6, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          1            0
  CLUS_2         16           10
  CLUS_3         16           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P MUTATED        7     13      2     11
  1P WILD-TYPE      3     10      3      6
D1V7, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          7            3
  CLUS_2         13           10
  CLUS_3          2            3
  CLUS_4         11            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED        1     13     19
  1P WILD-TYPE      0     12     10
D1V8, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          1            0
  CLUS_2         13           12
  CLUS_3         19           10

Clustering(2) Variable = 1Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       15     17      8
  1Q WILD-TYPE      7      7      2
D2V1, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         15            7
  CLUS_2         17            7
  CLUS_3          8            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q MUTATED        9      6      6     11      8
  1Q WILD-TYPE      2      3      4      2      5
D2V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       11     16     12
  1Q WILD-TYPE      5      5      6
D2V3, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         11            5
  CLUS_2         16            5
  CLUS_3         12            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q MUTATED        2      2     10      8     17
  1Q WILD-TYPE      2      1      4      4      5
D2V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q MUTATED        7     15      3     15
  1Q WILD-TYPE      3      7      1      4
D2V5, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          7            3
  CLUS_2         15            7
  CLUS_3          3            1
  CLUS_4         15            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED        1     20     19
  1Q WILD-TYPE      0      6      9
D2V6, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          1            0
  CLUS_2         20            6
  CLUS_3         19            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q MUTATED        8     15      4     13
  1Q WILD-TYPE      2      8      1      4
D2V7, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          8            2
  CLUS_2         15            8
  CLUS_3          4            1
  CLUS_4         13            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED        1     16     23
  1Q WILD-TYPE      0      9      6
D2V8, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          1            0
  CLUS_2         16            9
  CLUS_3         23            6

Clustering(3) Variable = 2P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       10     12      3
  2P WILD-TYPE     12     12      7
D3V1, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         10           12
  CLUS_2         12           12
  CLUS_3          3            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P MUTATED        7      3      4      2      9
  2P WILD-TYPE      4      6      6     11      4
D3V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        7      7     11
  2P WILD-TYPE      9     14      7
D3V3, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          7            9
  CLUS_2          7           14
  CLUS_3         11            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P MUTATED        1      1      7      9      7
  2P WILD-TYPE      3      2      7      3     15
D3V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P MUTATED        3     13      2      7
  2P WILD-TYPE      7      9      2     12
D3V5, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          3            7
  CLUS_2         13            9
  CLUS_3          2            2
  CLUS_4          7           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        1      8     16
  2P WILD-TYPE      0     18     12
D3V6, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          1            0
  CLUS_2          8           18
  CLUS_3         16           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P MUTATED        4     14      2      5
  2P WILD-TYPE      6      9      3     12
D3V7, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          4            6
  CLUS_2         14            9
  CLUS_3          2            3
  CLUS_4          5           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        1     15      9
  2P WILD-TYPE      0     10     20
D3V8, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          1            0
  CLUS_2         15           10
  CLUS_3          9           20

Clustering(4) Variable = 2Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       10     10      3
  2Q WILD-TYPE     12     14      7
D4V1, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         10           12
  CLUS_2         10           14
  CLUS_3          3            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q MUTATED        7      1      4      3      8
  2Q WILD-TYPE      4      8      6     10      5
D4V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        6      6     11
  2Q WILD-TYPE     10     15      7
D4V3, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          6           10
  CLUS_2          6           15
  CLUS_3         11            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q MUTATED        1      1      6      8      7
  2Q WILD-TYPE      3      2      8      4     15
D4V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q MUTATED        3     12      2      6
  2Q WILD-TYPE      7     10      2     13
D4V5, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          3            7
  CLUS_2         12           10
  CLUS_3          2            2
  CLUS_4          6           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        1      7     15
  2Q WILD-TYPE      0     19     13
D4V6, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          1            0
  CLUS_2          7           19
  CLUS_3         15           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q MUTATED        3     13      2      5
  2Q WILD-TYPE      7     10      3     12
D4V7, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          3            7
  CLUS_2         13           10
  CLUS_3          2            3
  CLUS_4          5           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        1     14      8
  2Q WILD-TYPE      0     11     21
D4V8, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          1            0
  CLUS_2         14           11
  CLUS_3          8           21

Clustering(5) Variable = 3P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       10     15      7
  3P WILD-TYPE     12      9      3
D5V1, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         10           12
  CLUS_2         15            9
  CLUS_3          7            3
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P MUTATED        8      2      7      6      9
  3P WILD-TYPE      3      7      3      7      4
D5V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       11     13      8
  3P WILD-TYPE      5      8     10
D5V3, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         11            5
  CLUS_2         13            8
  CLUS_3          8           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P MUTATED        1      0     10      7     14
  3P WILD-TYPE      3      3      4      5      8
D5V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P MUTATED        7     13      1     11
  3P WILD-TYPE      3      9      3      8
D5V5, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          7            3
  CLUS_2         13            9
  CLUS_3          1            3
  CLUS_4         11            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED        1     14     17
  3P WILD-TYPE      0     12     11
D5V6, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          1            0
  CLUS_2         14           12
  CLUS_3         17           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P MUTATED        7     13      2     10
  3P WILD-TYPE      3     10      3      7
D5V7, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          7            3
  CLUS_2         13           10
  CLUS_3          2            3
  CLUS_4         10            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED        1     15     16
  3P WILD-TYPE      0     10     13
D5V8, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          1            0
  CLUS_2         15           10
  CLUS_3         16           13

Clustering(6) Variable = 3Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       16     15      6
  3Q WILD-TYPE      6      9      4
D6V1, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         16            6
  CLUS_2         15            9
  CLUS_3          6            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q MUTATED       10      3      6      9      9
  3Q WILD-TYPE      1      6      4      4      4
D6V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       14     14      9
  3Q WILD-TYPE      2      7      9
D6V3, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         14            2
  CLUS_2         14            7
  CLUS_3          9            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q MUTATED        1      1     13      7     15
  3Q WILD-TYPE      3      2      1      5      7
D6V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q MUTATED        7     18      1     11
  3Q WILD-TYPE      3      4      3      8
D6V5, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          7            3
  CLUS_2         18            4
  CLUS_3          1            3
  CLUS_4         11            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        1     14     22
  3Q WILD-TYPE      0     12      6
D6V6, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          1            0
  CLUS_2         14           12
  CLUS_3         22            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q MUTATED        7     18      2     10
  3Q WILD-TYPE      3      5      3      7
D6V7, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          7            3
  CLUS_2         18            5
  CLUS_3          2            3
  CLUS_4         10            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        1     20     16
  3Q WILD-TYPE      0      5     13
D6V8, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          1            0
  CLUS_2         20            5
  CLUS_3         16           13

Clustering(7) Variable = 4P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       18     13      9
  4P WILD-TYPE      4     11      1
D7V1, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         18            4
  CLUS_2         13           11
  CLUS_3          9            1
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P MUTATED       10      8      4      9      9
  4P WILD-TYPE      1      1      6      4      4
D7V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       14     11     14
  4P WILD-TYPE      2     10      4
D7V3, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         14            2
  CLUS_2         11           10
  CLUS_3         14            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P MUTATED        1      2     13      9     14
  4P WILD-TYPE      3      1      1      3      8
D7V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P MUTATED       10     18      1     11
  4P WILD-TYPE      0      4      3      8
D7V5, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         10            0
  CLUS_2         18            4
  CLUS_3          1            3
  CLUS_4         11            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED        0     18     22
  4P WILD-TYPE      1      8      6
D7V6, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          0            1
  CLUS_2         18            8
  CLUS_3         22            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P MUTATED        9     18      3     10
  4P WILD-TYPE      1      5      2      7
D7V7, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          9            1
  CLUS_2         18            5
  CLUS_3          3            2
  CLUS_4         10            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED        0     20     20
  4P WILD-TYPE      1      5      9
D7V8, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          0            1
  CLUS_2         20            5
  CLUS_3         20            9

Clustering(8) Variable = 4Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       16     11      9
  4Q WILD-TYPE      6     13      1
D8V1, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         16            6
  CLUS_2         11           13
  CLUS_3          9            1
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q MUTATED       10      8      3      7      8
  4Q WILD-TYPE      1      1      7      6      5
D8V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       14      9     12
  4Q WILD-TYPE      2     12      6
D8V3, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         14            2
  CLUS_2          9           12
  CLUS_3         12            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q MUTATED        1      2     13      8     11
  4Q WILD-TYPE      3      1      1      4     11
D8V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q MUTATED       10     17      0      9
  4Q WILD-TYPE      0      5      4     10
D8V5, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         10            0
  CLUS_2         17            5
  CLUS_3          0            4
  CLUS_4          9           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED        0     15     21
  4Q WILD-TYPE      1     11      7
D8V6, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          0            1
  CLUS_2         15           11
  CLUS_3         21            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q MUTATED        9     17      2      8
  4Q WILD-TYPE      1      6      3      9
D8V7, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          9            1
  CLUS_2         17            6
  CLUS_3          2            3
  CLUS_4          8            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED        0     19     17
  4Q WILD-TYPE      1      6     12
D8V8, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          0            1
  CLUS_2         19            6
  CLUS_3         17           12

Clustering(9) Variable = 5P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       12     13      7
  5P WILD-TYPE     10     11      3
D9V1, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         12           10
  CLUS_2         13           11
  CLUS_3          7            3
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P MUTATED        7      5      6      8      6
  5P WILD-TYPE      4      4      4      5      7
D9V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       11     12      8
  5P WILD-TYPE      5      9     10
D9V3, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         11            5
  CLUS_2         12            9
  CLUS_3          8           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P MUTATED        3      2      9      4     13
  5P WILD-TYPE      1      1      5      8      9
D9V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P MUTATED        5     12      2     12
  5P WILD-TYPE      5     10      2      7
D9V5, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          5            5
  CLUS_2         12           10
  CLUS_3          2            2
  CLUS_4         12            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED        0     15     16
  5P WILD-TYPE      1     11     12
D9V6, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          0            1
  CLUS_2         15           11
  CLUS_3         16           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P MUTATED        5     12      3     11
  5P WILD-TYPE      5     11      2      6
D9V7, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          5            5
  CLUS_2         12           11
  CLUS_3          3            2
  CLUS_4         11            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED        0     13     18
  5P WILD-TYPE      1     12     11
D9V8, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          0            1
  CLUS_2         13           12
  CLUS_3         18           11

Clustering(10) Variable = 5Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       11     10      5
  5Q WILD-TYPE     11     14      5
D10V1, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         11           11
  CLUS_2         10           14
  CLUS_3          5            5
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q MUTATED        5      4      3      9      5
  5Q WILD-TYPE      6      5      7      4      8
D10V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED        8     10      7
  5Q WILD-TYPE      8     11     11
D10V3, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          8            8
  CLUS_2         10           11
  CLUS_3          7           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q MUTATED        4      1      6      5      9
  5Q WILD-TYPE      0      2      8      7     13
D10V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q MUTATED        5      8      3      9
  5Q WILD-TYPE      5     14      1     10
D10V5, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          5            5
  CLUS_2          8           14
  CLUS_3          3            1
  CLUS_4          9           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED        0     14     11
  5Q WILD-TYPE      1     12     17
D10V6, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          0            1
  CLUS_2         14           12
  CLUS_3         11           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q MUTATED        4      8      5      8
  5Q WILD-TYPE      6     15      0      9
D10V7, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          4            6
  CLUS_2          8           15
  CLUS_3          5            0
  CLUS_4          8            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED        0      9     16
  5Q WILD-TYPE      1     16     13
D10V8, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          0            1
  CLUS_2          9           16
  CLUS_3         16           13

Clustering(11) Variable = 6P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       16     11      8
  6P WILD-TYPE      6     13      2
D11V1, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         16            6
  CLUS_2         11           13
  CLUS_3          8            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P MUTATED        8      6      5     10      6
  6P WILD-TYPE      3      3      5      3      7
D11V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        9     13     12
  6P WILD-TYPE      7      8      6
D11V3, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          9            7
  CLUS_2         13            8
  CLUS_3         12            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P MUTATED        3      3      8      7     13
  6P WILD-TYPE      1      0      6      5      9
D11V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P MUTATED        6     14      3     11
  6P WILD-TYPE      4      8      1      8
D11V5, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          6            4
  CLUS_2         14            8
  CLUS_3          3            1
  CLUS_4         11            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        0     15     19
  6P WILD-TYPE      1     11      9
D11V6, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          0            1
  CLUS_2         15           11
  CLUS_3         19            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P MUTATED        7     14      3     10
  6P WILD-TYPE      3      9      2      7
D11V7, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          7            3
  CLUS_2         14            9
  CLUS_3          3            2
  CLUS_4         10            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        0     16     18
  6P WILD-TYPE      1      9     11
D11V8, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          0            1
  CLUS_2         16            9
  CLUS_3         18           11

Clustering(12) Variable = 6Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       15     10      9
  6Q WILD-TYPE      7     14      1
D12V1, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         15            7
  CLUS_2         10           14
  CLUS_3          9            1
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q MUTATED        8      6      5     10      5
  6Q WILD-TYPE      3      3      5      3      8
D12V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED        9     13     11
  6Q WILD-TYPE      7      8      7
D12V3, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          9            7
  CLUS_2         13            8
  CLUS_3         11            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q MUTATED        3      3      8      6     13
  6Q WILD-TYPE      1      0      6      6      9
D12V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q MUTATED        6     12      3     12
  6Q WILD-TYPE      4     10      1      7
D12V5, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          6            4
  CLUS_2         12           10
  CLUS_3          3            1
  CLUS_4         12            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED        1     15     17
  6Q WILD-TYPE      0     11     11
D12V6, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          1            0
  CLUS_2         15           11
  CLUS_3         17           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q MUTATED        8     12      3     10
  6Q WILD-TYPE      2     11      2      7
D12V7, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          8            2
  CLUS_2         12           11
  CLUS_3          3            2
  CLUS_4         10            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED        1     14     18
  6Q WILD-TYPE      0     11     11
D12V8, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          1            0
  CLUS_2         14           11
  CLUS_3         18           11

Clustering(13) Variable = 7P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       14     12      8
  7P WILD-TYPE      8     12      2
D13V1, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         14            8
  CLUS_2         12           12
  CLUS_3          8            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P MUTATED        9      5      3      9      8
  7P WILD-TYPE      2      4      7      4      5
D13V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       12     13      9
  7P WILD-TYPE      4      8      9
D13V3, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         12            4
  CLUS_2         13            8
  CLUS_3          9            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P MUTATED        1      2     12      6     13
  7P WILD-TYPE      3      1      2      6      9
D13V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P MUTATED        6     14      2     12
  7P WILD-TYPE      4      8      2      7
D13V5, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          6            4
  CLUS_2         14            8
  CLUS_3          2            2
  CLUS_4         12            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED        1     15     18
  7P WILD-TYPE      0     11     10
D13V6, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          1            0
  CLUS_2         15           11
  CLUS_3         18           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P MUTATED        7     14      3     10
  7P WILD-TYPE      3      9      2      7
D13V7, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          7            3
  CLUS_2         14            9
  CLUS_3          3            2
  CLUS_4         10            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED        1     16     17
  7P WILD-TYPE      0      9     12
D13V8, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          1            0
  CLUS_2         16            9
  CLUS_3         17           12

Clustering(14) Variable = 7Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       12     11      7
  7Q WILD-TYPE     10     13      3
D14V1, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         12           10
  CLUS_2         11           13
  CLUS_3          7            3
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q MUTATED        7      5      3      8      7
  7Q WILD-TYPE      4      4      7      5      6
D14V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       10     13      7
  7Q WILD-TYPE      6      8     11
D14V3, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         10            6
  CLUS_2         13            8
  CLUS_3          7           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q MUTATED        1      2     10      5     12
  7Q WILD-TYPE      3      1      4      7     10
D14V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q MUTATED        6     11      2     11
  7Q WILD-TYPE      4     11      2      8
D14V5, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1          6            4
  CLUS_2         11           11
  CLUS_3          2            2
  CLUS_4         11            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED        0     15     15
  7Q WILD-TYPE      1     11     13
D14V6, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1          0            1
  CLUS_2         15           11
  CLUS_3         15           13
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q MUTATED        6     11      3     10
  7Q WILD-TYPE      4     12      2      7
D14V7, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1          6            4
  CLUS_2         11           12
  CLUS_3          3            2
  CLUS_4         10            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED        0     13     17
  7Q WILD-TYPE      1     12     12
D14V8, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1          0            1
  CLUS_2         13           12
  CLUS_3         17           12

Clustering(15) Variable = 8P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       15     18      9
  8P WILD-TYPE      7      6      1
D15V1, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         15            7
  CLUS_2         18            6
  CLUS_3          9            1
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P MUTATED        8      5      9     10     10
  8P WILD-TYPE      3      4      1      3      3
D15V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       13     18     10
  8P WILD-TYPE      3      3      8
D15V3, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         13            3
  CLUS_2         18            3
  CLUS_3         10            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P MUTATED        2      2     11      8     18
  8P WILD-TYPE      2      1      3      4      4
D15V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P MUTATED        7     15      2     17
  8P WILD-TYPE      3      7      2      2
D15V5, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1          7            3
  CLUS_2         15            7
  CLUS_3          2            2
  CLUS_4         17            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED        1     20     20
  8P WILD-TYPE      0      6      8
D15V6, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1          1            0
  CLUS_2         20            6
  CLUS_3         20            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P MUTATED        8     15      3     15
  8P WILD-TYPE      2      8      2      2
D15V7, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1          8            2
  CLUS_2         15            8
  CLUS_3          3            2
  CLUS_4         15            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED        1     17     23
  8P WILD-TYPE      0      8      6
D15V8, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1          1            0
  CLUS_2         17            8
  CLUS_3         23            6

Clustering(16) Variable = 8Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       12     18      9
  8Q WILD-TYPE     10      6      1
D16V1, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         12           10
  CLUS_2         18            6
  CLUS_3          9            1
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q MUTATED        6      4      9     10     10
  8Q WILD-TYPE      5      5      1      3      3
D16V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       11     18      9
  8Q WILD-TYPE      5      3      9
D16V3, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         11            5
  CLUS_2         18            3
  CLUS_3          9            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q MUTATED        2      2      9      7     18
  8Q WILD-TYPE      2      1      5      5      4
D16V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q MUTATED        7     13      2     16
  8Q WILD-TYPE      3      9      2      3
D16V5, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1          7            3
  CLUS_2         13            9
  CLUS_3          2            2
  CLUS_4         16            3
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED        1     19     18
  8Q WILD-TYPE      0      7     10
D16V6, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1          1            0
  CLUS_2         19            7
  CLUS_3         18           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q MUTATED        7     13      3     15
  8Q WILD-TYPE      3     10      2      2
D16V7, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1          7            3
  CLUS_2         13           10
  CLUS_3          3            2
  CLUS_4         15            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED        1     15     22
  8Q WILD-TYPE      0     10      7
D16V8, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1          1            0
  CLUS_2         15           10
  CLUS_3         22            7

Clustering(17) Variable = 9P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       18     14      8
  9P WILD-TYPE      4     10      2
D17V1, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         18            4
  CLUS_2         14           10
  CLUS_3          8            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P MUTATED       11      4      6     11      8
  9P WILD-TYPE      0      5      4      2      5
D17V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       11     15     14
  9P WILD-TYPE      5      6      4
D17V3, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         11            5
  CLUS_2         15            6
  CLUS_3         14            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P MUTATED        2      2     10      9     17
  9P WILD-TYPE      2      1      4      3      5
D17V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P MUTATED        8     15      2     15
  9P WILD-TYPE      2      7      2      4
D17V5, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1          8            2
  CLUS_2         15            7
  CLUS_3          2            2
  CLUS_4         15            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED        1     19     20
  9P WILD-TYPE      0      7      8
D17V6, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1          1            0
  CLUS_2         19            7
  CLUS_3         20            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P MUTATED        8     15      4     13
  9P WILD-TYPE      2      8      1      4
D17V7, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1          8            2
  CLUS_2         15            8
  CLUS_3          4            1
  CLUS_4         13            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED        1     17     22
  9P WILD-TYPE      0      8      7
D17V8, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1          1            0
  CLUS_2         17            8
  CLUS_3         22            7

Clustering(18) Variable = 9Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       19     15      7
  9Q WILD-TYPE      3      9      3
D18V1, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         19            3
  CLUS_2         15            9
  CLUS_3          7            3
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q MUTATED       11      3      6     12      9
  9Q WILD-TYPE      0      6      4      1      4
D18V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       12     16     13
  9Q WILD-TYPE      4      5      5
D18V3, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         12            4
  CLUS_2         16            5
  CLUS_3         13            5
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q MUTATED        2      2     11      9     17
  9Q WILD-TYPE      2      1      3      3      5
D18V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q MUTATED        8     16      2     15
  9Q WILD-TYPE      2      6      2      4
D18V5, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          8            2
  CLUS_2         16            6
  CLUS_3          2            2
  CLUS_4         15            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED        1     19     21
  9Q WILD-TYPE      0      7      7
D18V6, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          1            0
  CLUS_2         19            7
  CLUS_3         21            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q MUTATED        8     16      4     13
  9Q WILD-TYPE      2      7      1      4
D18V7, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          8            2
  CLUS_2         16            7
  CLUS_3          4            1
  CLUS_4         13            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED        1     18     22
  9Q WILD-TYPE      0      7      7
D18V8, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          1            0
  CLUS_2         18            7
  CLUS_3         22            7

Clustering(19) Variable = 10P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       18     18      8
  10P WILD-TYPE      4      6      2
D19V1, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          18             4
  CLUS_2          18             6
  CLUS_3           8             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P MUTATED       11      7      7     11      8
  10P WILD-TYPE      0      2      3      2      5
D19V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       15     16     12
  10P WILD-TYPE      1      5      6
D19V3, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          15             1
  CLUS_2          16             5
  CLUS_3          12             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P MUTATED        3      3     13      8     16
  10P WILD-TYPE      1      0      1      4      6
D19V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P MUTATED        8     19      2     14
  10P WILD-TYPE      2      3      2      5
D19V5, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           8             2
  CLUS_2          19             3
  CLUS_3           2             2
  CLUS_4          14             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED        0     19     24
  10P WILD-TYPE      1      7      4
D19V6, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           0             1
  CLUS_2          19             7
  CLUS_3          24             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P MUTATED        7     19      4     13
  10P WILD-TYPE      3      4      1      4
D19V7, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           7             3
  CLUS_2          19             4
  CLUS_3           4             1
  CLUS_4          13             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED        0     21     22
  10P WILD-TYPE      1      4      7
D19V8, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           0             1
  CLUS_2          21             4
  CLUS_3          22             7

Clustering(20) Variable = 10Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       15     16      7
  10Q WILD-TYPE      7      8      3
D20V1, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          15             7
  CLUS_2          16             8
  CLUS_3           7             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q MUTATED       11      5      6     11      5
  10Q WILD-TYPE      0      4      4      2      8
D20V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       13     16      8
  10Q WILD-TYPE      3      5     10
D20V3, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          13             3
  CLUS_2          16             5
  CLUS_3           8            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q MUTATED        3      2     12      5     15
  10Q WILD-TYPE      1      1      2      7      7
D20V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q MUTATED        7     15      2     13
  10Q WILD-TYPE      3      7      2      6
D20V5, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           7             3
  CLUS_2          15             7
  CLUS_3           2             2
  CLUS_4          13             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED        0     17     20
  10Q WILD-TYPE      1      9      8
D20V6, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           0             1
  CLUS_2          17             9
  CLUS_3          20             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q MUTATED        5     15      4     13
  10Q WILD-TYPE      5      8      1      4
D20V7, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           5             5
  CLUS_2          15             8
  CLUS_3           4             1
  CLUS_4          13             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED        0     17     20
  10Q WILD-TYPE      1      8      9
D20V8, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           0             1
  CLUS_2          17             8
  CLUS_3          20             9

Clustering(21) Variable = 11P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       13     13      5
  11P WILD-TYPE      9     11      5
D21V1, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          13             9
  CLUS_2          13            11
  CLUS_3           5             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P MUTATED        5      7      5      4     10
  11P WILD-TYPE      6      2      5      9      3
D21V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       10      9     11
  11P WILD-TYPE      6     12      7
D21V3, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          10             6
  CLUS_2           9            12
  CLUS_3          11             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P MUTATED        1      1      9      8     11
  11P WILD-TYPE      3      2      5      4     11
D21V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P MUTATED        6     15      1      9
  11P WILD-TYPE      4      7      3     10
D21V5, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           6             4
  CLUS_2          15             7
  CLUS_3           1             3
  CLUS_4           9            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED        0     13     18
  11P WILD-TYPE      1     13     10
D21V6, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           0             1
  CLUS_2          13            13
  CLUS_3          18            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P MUTATED        5     15      3      8
  11P WILD-TYPE      5      8      2      9
D21V7, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           5             5
  CLUS_2          15             8
  CLUS_3           3             2
  CLUS_4           8             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED        0     16     15
  11P WILD-TYPE      1      9     14
D21V8, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           0             1
  CLUS_2          16             9
  CLUS_3          15            14

Clustering(22) Variable = 11Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       13     13      5
  11Q WILD-TYPE      9     11      5
D22V1, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          13             9
  CLUS_2          13            11
  CLUS_3           5             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q MUTATED        6      8      6      3      8
  11Q WILD-TYPE      5      1      4     10      5
D22V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       11      9     10
  11Q WILD-TYPE      5     12      8
D22V3, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          11             5
  CLUS_2           9            12
  CLUS_3          10             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q MUTATED        0      2     10      7     11
  11Q WILD-TYPE      4      1      4      5     11
D22V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q MUTATED        6     15      1      9
  11Q WILD-TYPE      4      7      3     10
D22V5, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           6             4
  CLUS_2          15             7
  CLUS_3           1             3
  CLUS_4           9            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED        0     13     18
  11Q WILD-TYPE      1     13     10
D22V6, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           0             1
  CLUS_2          13            13
  CLUS_3          18            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q MUTATED        6     15      2      8
  11Q WILD-TYPE      4      8      3      9
D22V7, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           6             4
  CLUS_2          15             8
  CLUS_3           2             3
  CLUS_4           8             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED        0     16     15
  11Q WILD-TYPE      1      9     14
D22V8, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           0             1
  CLUS_2          16             9
  CLUS_3          15            14

Clustering(23) Variable = 12P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       16     13      6
  12P WILD-TYPE      6     11      4
D23V1, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          16             6
  CLUS_2          13            11
  CLUS_3           6             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P MUTATED        8      6      5      5     11
  12P WILD-TYPE      3      3      5      8      2
D23V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       13      8     13
  12P WILD-TYPE      3     13      5
D23V3, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          13             3
  CLUS_2           8            13
  CLUS_3          13             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P MUTATED        2      0     12      9     11
  12P WILD-TYPE      2      3      2      3     11
D23V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P MUTATED        7     15      3     10
  12P WILD-TYPE      3      7      1      9
D23V5, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           7             3
  CLUS_2          15             7
  CLUS_3           3             1
  CLUS_4          10             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED        1     14     20
  12P WILD-TYPE      0     12      8
D23V6, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           1             0
  CLUS_2          14            12
  CLUS_3          20             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P MUTATED        7     16      4      8
  12P WILD-TYPE      3      7      1      9
D23V7, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           7             3
  CLUS_2          16             7
  CLUS_3           4             1
  CLUS_4           8             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED        1     17     17
  12P WILD-TYPE      0      8     12
D23V8, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           1             0
  CLUS_2          17             8
  CLUS_3          17            12

Clustering(24) Variable = 12Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       11      9      5
  12Q WILD-TYPE     11     15      5
D24V1, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          11            11
  CLUS_2           9            15
  CLUS_3           5             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q MUTATED        6      4      4      5      6
  12Q WILD-TYPE      5      5      6      8      7
D24V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED        8      7      9
  12Q WILD-TYPE      8     14      9
D24V3, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           8             8
  CLUS_2           7            14
  CLUS_3           9             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q MUTATED        2      0      7      6      9
  12Q WILD-TYPE      2      3      7      6     13
D24V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q MUTATED        5      9      2      9
  12Q WILD-TYPE      5     13      2     10
D24V5, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           5             5
  CLUS_2           9            13
  CLUS_3           2             2
  CLUS_4           9            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED        1     12     12
  12Q WILD-TYPE      0     14     16
D24V6, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          12            14
  CLUS_3          12            16
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q MUTATED        5      9      4      7
  12Q WILD-TYPE      5     14      1     10
D24V7, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           5             5
  CLUS_2           9            14
  CLUS_3           4             1
  CLUS_4           7            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED        1     10     14
  12Q WILD-TYPE      0     15     15
D24V8, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          10            15
  CLUS_3          14            15

Clustering(25) Variable = 13Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       16     17      8
  13Q WILD-TYPE      6      7      2
D25V1, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          16             6
  CLUS_2          17             7
  CLUS_3           8             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q MUTATED        7      8      7     11      8
  13Q WILD-TYPE      4      1      3      2      5
D25V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       12     15     13
  13Q WILD-TYPE      4      6      5
D25V3, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          12             4
  CLUS_2          15             6
  CLUS_3          13             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q MUTATED        2      3     11      8     16
  13Q WILD-TYPE      2      0      3      4      6
D25V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q MUTATED        7     17      3     14
  13Q WILD-TYPE      3      5      1      5
D25V5, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1           7             3
  CLUS_2          17             5
  CLUS_3           3             1
  CLUS_4          14             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED        1     18     22
  13Q WILD-TYPE      0      8      6
D25V6, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          18             8
  CLUS_3          22             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q MUTATED        8     17      4     12
  13Q WILD-TYPE      2      6      1      5
D25V7, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1           8             2
  CLUS_2          17             6
  CLUS_3           4             1
  CLUS_4          12             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED        1     19     21
  13Q WILD-TYPE      0      6      8
D25V8, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          19             6
  CLUS_3          21             8

Clustering(26) Variable = 14Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       12     15      7
  14Q WILD-TYPE     10      9      3
D26V1, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          12            10
  CLUS_2          15             9
  CLUS_3           7             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q MUTATED        8      5      7      5      9
  14Q WILD-TYPE      3      4      3      8      4
D26V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       11     11     11
  14Q WILD-TYPE      5     10      7
D26V3, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          11             5
  CLUS_2          11            10
  CLUS_3          11             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q MUTATED        1      0     10      9     13
  14Q WILD-TYPE      3      3      4      3      9
D26V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q MUTATED        7     13      2     12
  14Q WILD-TYPE      3      9      2      7
D26V5, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           7             3
  CLUS_2          13             9
  CLUS_3           2             2
  CLUS_4          12             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED        1     16     17
  14Q WILD-TYPE      0     10     11
D26V6, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          16            10
  CLUS_3          17            11
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q MUTATED        8     13      3     10
  14Q WILD-TYPE      2     10      2      7
D26V7, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           8             2
  CLUS_2          13            10
  CLUS_3           3             2
  CLUS_4          10             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED        1     14     19
  14Q WILD-TYPE      0     11     10
D26V8, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          14            11
  CLUS_3          19            10

Clustering(27) Variable = 15Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       13     13     10
  15Q WILD-TYPE      9     11      0
D27V1, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          13             9
  CLUS_2          13            11
  CLUS_3          10             0
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q MUTATED        9      6      5      7      9
  15Q WILD-TYPE      2      3      5      6      4
D27V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       12     13     10
  15Q WILD-TYPE      4      8      8
D27V3, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          12             4
  CLUS_2          13             8
  CLUS_3          10             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q MUTATED        2      1     11      8     13
  15Q WILD-TYPE      2      2      3      4      9
D27V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q MUTATED        7     14      3     12
  15Q WILD-TYPE      3      8      1      7
D27V5, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           7             3
  CLUS_2          14             8
  CLUS_3           3             1
  CLUS_4          12             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED        1     17     18
  15Q WILD-TYPE      0      9     10
D27V6, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          17             9
  CLUS_3          18            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q MUTATED        8     14      4     10
  15Q WILD-TYPE      2      9      1      7
D27V7, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           8             2
  CLUS_2          14             9
  CLUS_3           4             1
  CLUS_4          10             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED        1     16     19
  15Q WILD-TYPE      0      9     10
D27V8, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          16             9
  CLUS_3          19            10

Clustering(28) Variable = 16P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       17     16      9
  16P WILD-TYPE      5      8      1
D28V1, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          17             5
  CLUS_2          16             8
  CLUS_3           9             1
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P MUTATED       10      8      6     10      8
  16P WILD-TYPE      1      1      4      3      5
D28V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       13     15     13
  16P WILD-TYPE      3      6      5
D28V3, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          13             3
  CLUS_2          15             6
  CLUS_3          13             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P MUTATED        3      2     12      8     16
  16P WILD-TYPE      1      1      2      4      6
D28V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P MUTATED        9     17      3     13
  16P WILD-TYPE      1      5      1      6
D28V5, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           9             1
  CLUS_2          17             5
  CLUS_3           3             1
  CLUS_4          13             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED        1     19     22
  16P WILD-TYPE      0      7      6
D28V6, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           1             0
  CLUS_2          19             7
  CLUS_3          22             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P MUTATED       10     17      4     11
  16P WILD-TYPE      0      6      1      6
D28V7, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          10             0
  CLUS_2          17             6
  CLUS_3           4             1
  CLUS_4          11             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED        1     19     22
  16P WILD-TYPE      0      6      7
D28V8, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           1             0
  CLUS_2          19             6
  CLUS_3          22             7

Clustering(29) Variable = 16Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       16     18      9
  16Q WILD-TYPE      6      6      1
D29V1, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          16             6
  CLUS_2          18             6
  CLUS_3           9             1
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q MUTATED        9      8      7     10      9
  16Q WILD-TYPE      2      1      3      3      4
D29V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       13     16     13
  16Q WILD-TYPE      3      5      5
D29V3, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          13             3
  CLUS_2          16             5
  CLUS_3          13             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q MUTATED        3      2     12      8     17
  16Q WILD-TYPE      1      1      2      4      5
D29V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q MUTATED        9     17      3     14
  16Q WILD-TYPE      1      5      1      5
D29V5, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           9             1
  CLUS_2          17             5
  CLUS_3           3             1
  CLUS_4          14             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED        1     20     22
  16Q WILD-TYPE      0      6      6
D29V6, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          20             6
  CLUS_3          22             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q MUTATED       10     17      4     12
  16Q WILD-TYPE      0      6      1      5
D29V7, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          10             0
  CLUS_2          17             6
  CLUS_3           4             1
  CLUS_4          12             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED        1     19     23
  16Q WILD-TYPE      0      6      6
D29V8, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          19             6
  CLUS_3          23             6

Clustering(30) Variable = 17P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       18     18      7
  17P WILD-TYPE      4      6      3
D30V1, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          18             4
  CLUS_2          18             6
  CLUS_3           7             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P MUTATED       10      9      5      9     10
  17P WILD-TYPE      1      0      5      4      3
D30V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       13     16     13
  17P WILD-TYPE      3      5      5
D30V3, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          13             3
  CLUS_2          16             5
  CLUS_3          13             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P MUTATED        2      3     13      9     15
  17P WILD-TYPE      2      0      1      3      7
D30V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P MUTATED        7     18      3     15
  17P WILD-TYPE      3      4      1      4
D30V5, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1           7             3
  CLUS_2          18             4
  CLUS_3           3             1
  CLUS_4          15             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED        1     19     23
  17P WILD-TYPE      0      7      5
D30V6, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1           1             0
  CLUS_2          19             7
  CLUS_3          23             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P MUTATED        8     18      4     13
  17P WILD-TYPE      2      5      1      4
D30V7, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1           8             2
  CLUS_2          18             5
  CLUS_3           4             1
  CLUS_4          13             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED        1     20     22
  17P WILD-TYPE      0      5      7
D30V8, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1           1             0
  CLUS_2          20             5
  CLUS_3          22             7

Clustering(31) Variable = 17Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       14     15      6
  17Q WILD-TYPE      8      9      4
D31V1, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          14             8
  CLUS_2          15             9
  CLUS_3           6             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q MUTATED       10      7      4      7      7
  17Q WILD-TYPE      1      2      6      6      6
D31V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       12     13      9
  17Q WILD-TYPE      4      8      9
D31V3, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          12             4
  CLUS_2          13             8
  CLUS_3           9             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q MUTATED        0      2     12      6     14
  17Q WILD-TYPE      4      1      2      6      8
D31V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q MUTATED        5     15      1     14
  17Q WILD-TYPE      5      7      3      5
D31V5, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           5             5
  CLUS_2          15             7
  CLUS_3           1             3
  CLUS_4          14             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        1     14     20
  17Q WILD-TYPE      0     12      8
D31V6, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          14            12
  CLUS_3          20             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q MUTATED        6     15      2     12
  17Q WILD-TYPE      4      8      3      5
D31V7, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           6             4
  CLUS_2          15             8
  CLUS_3           2             3
  CLUS_4          12             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        1     17     17
  17Q WILD-TYPE      0      8     12
D31V8, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          17             8
  CLUS_3          17            12

Clustering(32) Variable = 18P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       15     14      7
  18P WILD-TYPE      7     10      3
D32V1, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          15             7
  CLUS_2          14            10
  CLUS_3           7             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P MUTATED        9      7      4      8      8
  18P WILD-TYPE      2      2      6      5      5
D32V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       10     13     12
  18P WILD-TYPE      6      8      6
D32V3, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          10             6
  CLUS_2          13             8
  CLUS_3          12             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P MUTATED        1      3     10      7     14
  18P WILD-TYPE      3      0      4      5      8
D32V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P MUTATED        6     16      2     12
  18P WILD-TYPE      4      6      2      7
D32V5, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1           6             4
  CLUS_2          16             6
  CLUS_3           2             2
  CLUS_4          12             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED        0     16     20
  18P WILD-TYPE      1     10      8
D32V6, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1           0             1
  CLUS_2          16            10
  CLUS_3          20             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P MUTATED        6     16      3     11
  18P WILD-TYPE      4      7      2      6
D32V7, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1           6             4
  CLUS_2          16             7
  CLUS_3           3             2
  CLUS_4          11             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED        0     18     18
  18P WILD-TYPE      1      7     11
D32V8, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1           0             1
  CLUS_2          18             7
  CLUS_3          18            11

Clustering(33) Variable = 18Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       15     13      6
  18Q WILD-TYPE      7     11      4
D33V1, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          15             7
  CLUS_2          13            11
  CLUS_3           6             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q MUTATED        8      6      5      8      7
  18Q WILD-TYPE      3      3      5      5      6
D33V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       10     13     10
  18Q WILD-TYPE      6      8      8
D33V3, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          10             6
  CLUS_2          13             8
  CLUS_3          10             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q MUTATED        0      2     10      7     14
  18Q WILD-TYPE      4      1      4      5      8
D33V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q MUTATED        6     16      1     11
  18Q WILD-TYPE      4      6      3      8
D33V5, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1           6             4
  CLUS_2          16             6
  CLUS_3           1             3
  CLUS_4          11             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED        0     14     20
  18Q WILD-TYPE      1     12      8
D33V6, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1           0             1
  CLUS_2          14            12
  CLUS_3          20             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q MUTATED        6     16      2     10
  18Q WILD-TYPE      4      7      3      7
D33V7, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1           6             4
  CLUS_2          16             7
  CLUS_3           2             3
  CLUS_4          10             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED        0     18     16
  18Q WILD-TYPE      1      7     13
D33V8, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1           0             1
  CLUS_2          18             7
  CLUS_3          16            13

Clustering(34) Variable = 19P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       15     16      8
  19P WILD-TYPE      7      8      2
D34V1, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          15             7
  CLUS_2          16             8
  CLUS_3           8             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P MUTATED        8      5      5      9     12
  19P WILD-TYPE      3      4      5      4      1
D34V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       10     15     13
  19P WILD-TYPE      6      6      5
D34V3, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          10             6
  CLUS_2          15             6
  CLUS_3          13             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P MUTATED        3      2      9     10     14
  19P WILD-TYPE      1      1      5      2      8
D34V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P MUTATED        9     13      4     13
  19P WILD-TYPE      1      9      0      6
D34V5, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1           9             1
  CLUS_2          13             9
  CLUS_3           4             0
  CLUS_4          13             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED        1     19     19
  19P WILD-TYPE      0      7      9
D34V6, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1           1             0
  CLUS_2          19             7
  CLUS_3          19             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P MUTATED        8     14      5     12
  19P WILD-TYPE      2      9      0      5
D34V7, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1           8             2
  CLUS_2          14             9
  CLUS_3           5             0
  CLUS_4          12             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED        1     16     22
  19P WILD-TYPE      0      9      7
D34V8, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1           1             0
  CLUS_2          16             9
  CLUS_3          22             7

Clustering(35) Variable = 19Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       16     16      9
  19Q WILD-TYPE      6      8      1
D35V1, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          16             6
  CLUS_2          16             8
  CLUS_3           9             1
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q MUTATED        9      7      4      9     12
  19Q WILD-TYPE      2      2      6      4      1
D35V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       12     14     14
  19Q WILD-TYPE      4      7      4
D35V3, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          12             4
  CLUS_2          14             7
  CLUS_3          14             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q MUTATED        3      2     11     11     13
  19Q WILD-TYPE      1      1      3      1      9
D35V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q MUTATED       10     14      4     13
  19Q WILD-TYPE      0      8      0      6
D35V5, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          10             0
  CLUS_2          14             8
  CLUS_3           4             0
  CLUS_4          13             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED        1     20     20
  19Q WILD-TYPE      0      6      8
D35V6, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          20             6
  CLUS_3          20             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q MUTATED       10     15      5     11
  19Q WILD-TYPE      0      8      0      6
D35V7, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          10             0
  CLUS_2          15             8
  CLUS_3           5             0
  CLUS_4          11             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED        1     17     23
  19Q WILD-TYPE      0      8      6
D35V8, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          17             8
  CLUS_3          23             6

Clustering(36) Variable = 20P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       19     18      7
  20P WILD-TYPE      3      6      3
D36V1, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          19             3
  CLUS_2          18             6
  CLUS_3           7             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P MUTATED        9      8      7      9     11
  20P WILD-TYPE      2      1      3      4      2
D36V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       13     14     16
  20P WILD-TYPE      3      7      2
D36V3, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          13             3
  CLUS_2          14             7
  CLUS_3          16             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P MUTATED        3      3     11     11     15
  20P WILD-TYPE      1      0      3      1      7
D36V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P MUTATED        9     17      3     14
  20P WILD-TYPE      1      5      1      5
D36V5, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1           9             1
  CLUS_2          17             5
  CLUS_3           3             1
  CLUS_4          14             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED        1     19     23
  20P WILD-TYPE      0      7      5
D36V6, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1           1             0
  CLUS_2          19             7
  CLUS_3          23             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P MUTATED        9     18      4     12
  20P WILD-TYPE      1      5      1      5
D36V7, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1           9             1
  CLUS_2          18             5
  CLUS_3           4             1
  CLUS_4          12             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED        1     20     22
  20P WILD-TYPE      0      5      7
D36V8, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1           1             0
  CLUS_2          20             5
  CLUS_3          22             7

Clustering(37) Variable = 20Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       20     19      9
  20Q WILD-TYPE      2      5      1
D37V1, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          20             2
  CLUS_2          19             5
  CLUS_3           9             1
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q MUTATED       10      8      8     10     12
  20Q WILD-TYPE      1      1      2      3      1
D37V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       14     15     18
  20Q WILD-TYPE      2      6      0
D37V3, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          14             2
  CLUS_2          15             6
  CLUS_3          18             0
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q MUTATED        3      3     12     12     17
  20Q WILD-TYPE      1      0      2      0      5
D37V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q MUTATED       10     20      3     14
  20Q WILD-TYPE      0      2      1      5
D37V5, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          10             0
  CLUS_2          20             2
  CLUS_3           3             1
  CLUS_4          14             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED        1     20     26
  20Q WILD-TYPE      0      6      2
D37V6, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          20             6
  CLUS_3          26             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q MUTATED       10     21      4     12
  20Q WILD-TYPE      0      2      1      5
D37V7, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          10             0
  CLUS_2          21             2
  CLUS_3           4             1
  CLUS_4          12             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED        1     23     23
  20Q WILD-TYPE      0      2      6
D37V8, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          23             2
  CLUS_3          23             6

Clustering(38) Variable = 21Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       15     13      7
  21Q WILD-TYPE      7     11      3
D38V1, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          15             7
  CLUS_2          13            11
  CLUS_3           7             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q MUTATED        9      6      5      7      8
  21Q WILD-TYPE      2      3      5      6      5
D38V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       11     11     12
  21Q WILD-TYPE      5     10      6
D38V3, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          11             5
  CLUS_2          11            10
  CLUS_3          12             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q MUTATED        1      2     10      7     14
  21Q WILD-TYPE      3      1      4      5      8
D38V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q MUTATED        6     14      2     13
  21Q WILD-TYPE      4      8      2      6
D38V5, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1           6             4
  CLUS_2          14             8
  CLUS_3           2             2
  CLUS_4          13             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED        0     17     18
  21Q WILD-TYPE      1      9     10
D38V6, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1           0             1
  CLUS_2          17             9
  CLUS_3          18            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q MUTATED        6     14      3     12
  21Q WILD-TYPE      4      9      2      5
D38V7, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1           6             4
  CLUS_2          14             9
  CLUS_3           3             2
  CLUS_4          12             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED        0     15     20
  21Q WILD-TYPE      1     10      9
D38V8, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1           0             1
  CLUS_2          15            10
  CLUS_3          20             9

Clustering(39) Variable = 22Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       17     17      7
  22Q WILD-TYPE      5      7      3
D39V1, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          17             5
  CLUS_2          17             7
  CLUS_3           7             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q MUTATED        8      7      6     10     10
  22Q WILD-TYPE      3      2      4      3      3
D39V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       10     15     15
  22Q WILD-TYPE      6      6      3
D39V3, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          10             6
  CLUS_2          15             6
  CLUS_3          15             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q MUTATED        2      3      9     10     16
  22Q WILD-TYPE      2      0      5      2      6
D39V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q MUTATED        7     18      3     13
  22Q WILD-TYPE      3      4      1      6
D39V5, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1           7             3
  CLUS_2          18             4
  CLUS_3           3             1
  CLUS_4          13             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED        1     18     22
  22Q WILD-TYPE      0      8      6
D39V6, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          18             8
  CLUS_3          22             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q MUTATED        7     19      4     11
  22Q WILD-TYPE      3      4      1      6
D39V7, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1           7             3
  CLUS_2          19             4
  CLUS_3           4             1
  CLUS_4          11             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED        1     20     20
  22Q WILD-TYPE      0      5      9
D39V8, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1           1             0
  CLUS_2          20             5
  CLUS_3          20             9

Clustering(40) Variable = XQ MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       14     12      7
  XQ WILD-TYPE      8     12      3
D40V1, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         14            8
  CLUS_2         12           12
  CLUS_3          7            3
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ MUTATED        5      8      6      9      5
  XQ WILD-TYPE      6      1      4      4      8
D40V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       10     12     10
  XQ WILD-TYPE      6      9      8
D40V3, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         10            6
  CLUS_2         12            9
  CLUS_3         10            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ MUTATED        4      2      8      5     13
  XQ WILD-TYPE      0      1      6      7      9
D40V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ MUTATED        7     13      3      9
  XQ WILD-TYPE      3      9      1     10
D40V5, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          7            3
  CLUS_2         13            9
  CLUS_3          3            1
  CLUS_4          9           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED        0     14     18
  XQ WILD-TYPE      1     12     10
D40V6, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          0            1
  CLUS_2         14           12
  CLUS_3         18           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ MUTATED        7     14      3      8
  XQ WILD-TYPE      3      9      2      9
D40V7, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          7            3
  CLUS_2         14            9
  CLUS_3          3            2
  CLUS_4          8            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED        0     16     16
  XQ WILD-TYPE      1      9     13
D40V8, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          0            1
  CLUS_2         16            9
  CLUS_3         16           13
> q(save="no")
