
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/LIHC-TP/6159728/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/LIHC-TP/6159667/LIHC-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=LIHC-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=LIHC-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/LIHC-TP/6159667/LIHC-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/LIHC-TP/6159728/transformed.cor.cli.txt"

nPatients in clinical file=170, in cluster file=165, common to both=165
[1]  40 165
[1] "1P MUTATION ANALYSIS"
[1] 3
  1P MUTATED 1P WILD-TYPE 
          63          102 
  1P MUTATED 1P WILD-TYPE 
          63          102 
[1] "1Q MUTATION ANALYSIS"
[1] 3
  1Q MUTATED 1Q WILD-TYPE 
         104           61 
  1Q MUTATED 1Q WILD-TYPE 
         104           61 
[1] "2P MUTATION ANALYSIS"
[1] 3
  2P MUTATED 2P WILD-TYPE 
          38          127 
  2P MUTATED 2P WILD-TYPE 
          38          127 
[1] "2Q MUTATION ANALYSIS"
[1] 3
  2Q MUTATED 2Q WILD-TYPE 
          35          130 
  2Q MUTATED 2Q WILD-TYPE 
          35          130 
[1] "3P MUTATION ANALYSIS"
[1] 3
  3P MUTATED 3P WILD-TYPE 
          35          130 
  3P MUTATED 3P WILD-TYPE 
          35          130 
[1] "3Q MUTATION ANALYSIS"
[1] 3
  3Q MUTATED 3Q WILD-TYPE 
          28          137 
  3Q MUTATED 3Q WILD-TYPE 
          28          137 
[1] "4P MUTATION ANALYSIS"
[1] 3
  4P MUTATED 4P WILD-TYPE 
          49          116 
  4P MUTATED 4P WILD-TYPE 
          49          116 
[1] "4Q MUTATION ANALYSIS"
[1] 3
  4Q MUTATED 4Q WILD-TYPE 
          58          107 
  4Q MUTATED 4Q WILD-TYPE 
          58          107 
[1] "5P MUTATION ANALYSIS"
[1] 3
  5P MUTATED 5P WILD-TYPE 
          73           92 
  5P MUTATED 5P WILD-TYPE 
          73           92 
[1] "5Q MUTATION ANALYSIS"
[1] 3
  5Q MUTATED 5Q WILD-TYPE 
          62          103 
  5Q MUTATED 5Q WILD-TYPE 
          62          103 
[1] "6P MUTATION ANALYSIS"
[1] 3
  6P MUTATED 6P WILD-TYPE 
          62          103 
  6P MUTATED 6P WILD-TYPE 
          62          103 
[1] "6Q MUTATION ANALYSIS"
[1] 3
  6Q MUTATED 6Q WILD-TYPE 
          75           90 
  6Q MUTATED 6Q WILD-TYPE 
          75           90 
[1] "7P MUTATION ANALYSIS"
[1] 3
  7P MUTATED 7P WILD-TYPE 
          60          105 
  7P MUTATED 7P WILD-TYPE 
          60          105 
[1] "7Q MUTATION ANALYSIS"
[1] 3
  7Q MUTATED 7Q WILD-TYPE 
          65          100 
  7Q MUTATED 7Q WILD-TYPE 
          65          100 
[1] "8P MUTATION ANALYSIS"
[1] 3
  8P MUTATED 8P WILD-TYPE 
         111           54 
  8P MUTATED 8P WILD-TYPE 
         111           54 
[1] "8Q MUTATION ANALYSIS"
[1] 3
  8Q MUTATED 8Q WILD-TYPE 
          99           66 
  8Q MUTATED 8Q WILD-TYPE 
          99           66 
[1] "9P MUTATION ANALYSIS"
[1] 3
  9P MUTATED 9P WILD-TYPE 
          59          106 
  9P MUTATED 9P WILD-TYPE 
          59          106 
[1] "9Q MUTATION ANALYSIS"
[1] 3
  9Q MUTATED 9Q WILD-TYPE 
          59          106 
  9Q MUTATED 9Q WILD-TYPE 
          59          106 
[1] "10P MUTATION ANALYSIS"
[1] 3
  10P MUTATED 10P WILD-TYPE 
           45           120 
  10P MUTATED 10P WILD-TYPE 
           45           120 
[1] "10Q MUTATION ANALYSIS"
[1] 3
  10Q MUTATED 10Q WILD-TYPE 
           50           115 
  10Q MUTATED 10Q WILD-TYPE 
           50           115 
[1] "11P MUTATION ANALYSIS"
[1] 3
  11P MUTATED 11P WILD-TYPE 
           40           125 
  11P MUTATED 11P WILD-TYPE 
           40           125 
[1] "11Q MUTATION ANALYSIS"
[1] 3
  11Q MUTATED 11Q WILD-TYPE 
           44           121 
  11Q MUTATED 11Q WILD-TYPE 
           44           121 
[1] "12P MUTATION ANALYSIS"
[1] 3
  12P MUTATED 12P WILD-TYPE 
           50           115 
  12P MUTATED 12P WILD-TYPE 
           50           115 
[1] "12Q MUTATION ANALYSIS"
[1] 3
  12Q MUTATED 12Q WILD-TYPE 
           40           125 
  12Q MUTATED 12Q WILD-TYPE 
           40           125 
[1] "13Q MUTATION ANALYSIS"
[1] 3
  13Q MUTATED 13Q WILD-TYPE 
           67            98 
  13Q MUTATED 13Q WILD-TYPE 
           67            98 
[1] "14Q MUTATION ANALYSIS"
[1] 3
  14Q MUTATED 14Q WILD-TYPE 
           57           108 
  14Q MUTATED 14Q WILD-TYPE 
           57           108 
[1] "15Q MUTATION ANALYSIS"
[1] 3
  15Q MUTATED 15Q WILD-TYPE 
           46           119 
  15Q MUTATED 15Q WILD-TYPE 
           46           119 
[1] "16P MUTATION ANALYSIS"
[1] 3
  16P MUTATED 16P WILD-TYPE 
           60           105 
  16P MUTATED 16P WILD-TYPE 
           60           105 
[1] "16Q MUTATION ANALYSIS"
[1] 3
  16Q MUTATED 16Q WILD-TYPE 
           66            99 
  16Q MUTATED 16Q WILD-TYPE 
           66            99 
[1] "17P MUTATION ANALYSIS"
[1] 3
  17P MUTATED 17P WILD-TYPE 
          100            65 
  17P MUTATED 17P WILD-TYPE 
          100            65 
[1] "17Q MUTATION ANALYSIS"
[1] 3
  17Q MUTATED 17Q WILD-TYPE 
           64           101 
  17Q MUTATED 17Q WILD-TYPE 
           64           101 
[1] "18P MUTATION ANALYSIS"
[1] 3
  18P MUTATED 18P WILD-TYPE 
           43           122 
  18P MUTATED 18P WILD-TYPE 
           43           122 
[1] "18Q MUTATION ANALYSIS"
[1] 3
  18Q MUTATED 18Q WILD-TYPE 
           45           120 
  18Q MUTATED 18Q WILD-TYPE 
           45           120 
[1] "19P MUTATION ANALYSIS"
[1] 3
  19P MUTATED 19P WILD-TYPE 
           54           111 
  19P MUTATED 19P WILD-TYPE 
           54           111 
[1] "19Q MUTATION ANALYSIS"
[1] 3
  19Q MUTATED 19Q WILD-TYPE 
           52           113 
  19Q MUTATED 19Q WILD-TYPE 
           52           113 
[1] "20P MUTATION ANALYSIS"
[1] 3
  20P MUTATED 20P WILD-TYPE 
           57           108 
  20P MUTATED 20P WILD-TYPE 
           57           108 
[1] "20Q MUTATION ANALYSIS"
[1] 3
  20Q MUTATED 20Q WILD-TYPE 
           55           110 
  20Q MUTATED 20Q WILD-TYPE 
           55           110 
[1] "21Q MUTATION ANALYSIS"
[1] 3
  21Q MUTATED 21Q WILD-TYPE 
           60           105 
  21Q MUTATED 21Q WILD-TYPE 
           60           105 
[1] "22Q MUTATION ANALYSIS"
[1] 3
  22Q MUTATED 22Q WILD-TYPE 
           59           106 
  22Q MUTATED 22Q WILD-TYPE 
           59           106 
[1] "XQ MUTATION ANALYSIS"
[1] 3
  XQ MUTATED XQ WILD-TYPE 
          54          111 
  XQ MUTATED XQ WILD-TYPE 
          54          111 
[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 165 columns.

Variable 1:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'MRNASEQ_CNMF':	nDistinctValues=9,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MIRSEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MIRSEQ_MATURE_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
[5] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[7] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 165 columns, 0 survival variables, and 8 non-survival variables.
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=9, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=4, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = 1P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       21     14     28
  1P WILD-TYPE     25     49     28
D1V1, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         21           25
  CLUS_2         14           49
  CLUS_3         28           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       14     23     25
  1P WILD-TYPE     35     19     48
D1V2, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         14           35
  CLUS_2         23           19
  CLUS_3         25           48
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  1P MUTATED        8      6      2      7      7      4     12      5      6
  1P WILD-TYPE      9      8     12     22     14      2      5     11      3
D1V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P MUTATED        7      7     11     32
  1P WILD-TYPE     15     20     26     25
D1V4, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          7           15
  CLUS_2          7           20
  CLUS_3         11           26
  CLUS_4         32           25
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       16     13     28
  1P WILD-TYPE     29     28     28
D1V5, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         16           29
  CLUS_2         13           28
  CLUS_3         28           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       25     26      6
  1P WILD-TYPE     34     41     10
D1V6, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         25           34
  CLUS_2         26           41
  CLUS_3          6           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       13     27     17
  1P WILD-TYPE     11     45     29
D1V7, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         13           11
  CLUS_2         27           45
  CLUS_3         17           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED        6     24     27
  1P WILD-TYPE      9     34     42
D1V8, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          6            9
  CLUS_2         24           34
  CLUS_3         27           42

Clustering(2) Variable = 1Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       40     24     40
  1Q WILD-TYPE      6     39     16
D2V1, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         40            6
  CLUS_2         24           39
  CLUS_3         40           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       20     30     53
  1Q WILD-TYPE     29     12     20
D2V2, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         20           29
  CLUS_2         30           12
  CLUS_3         53           20
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  1Q MUTATED       11      8      3     14     15      5     14     13      8
  1Q WILD-TYPE      6      6     11     15      6      1      3      3      1
D2V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q MUTATED       15     14     19     43
  1Q WILD-TYPE      7     13     18     14
D2V4, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         15            7
  CLUS_2         14           13
  CLUS_3         19           18
  CLUS_4         43           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       22     26     42
  1Q WILD-TYPE     23     15     14
D2V5, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         22           23
  CLUS_2         26           15
  CLUS_3         42           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       36     44     10
  1Q WILD-TYPE     23     23      6
D2V6, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         36           23
  CLUS_2         44           23
  CLUS_3         10            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       15     50     25
  1Q WILD-TYPE      9     22     21
D2V7, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         15            9
  CLUS_2         50           22
  CLUS_3         25           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       10     33     47
  1Q WILD-TYPE      5     25     22
D2V8, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         10            5
  CLUS_2         33           25
  CLUS_3         47           22

Clustering(3) Variable = 2P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       11      6     21
  2P WILD-TYPE     35     57     35
D3V1, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         11           35
  CLUS_2          6           57
  CLUS_3         21           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       11     10     16
  2P WILD-TYPE     38     32     57
D3V2, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         11           38
  CLUS_2         10           32
  CLUS_3         16           57
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  2P MUTATED        2      6      0      7      1      2      4      5      3
  2P WILD-TYPE     15      8     14     22     20      4     13     11      6
D3V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P MUTATED        2      5      8     15
  2P WILD-TYPE     20     22     29     42
D3V4, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          2           20
  CLUS_2          5           22
  CLUS_3          8           29
  CLUS_4         15           42
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        8     15      8
  2P WILD-TYPE     37     26     48
D3V5, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          8           37
  CLUS_2         15           26
  CLUS_3          8           48
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       12     13      6
  2P WILD-TYPE     47     54     10
D3V6, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         12           47
  CLUS_2         13           54
  CLUS_3          6           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        9     13      9
  2P WILD-TYPE     15     59     37
D3V7, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          9           15
  CLUS_2         13           59
  CLUS_3          9           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        5     12     14
  2P WILD-TYPE     10     46     55
D3V8, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          5           10
  CLUS_2         12           46
  CLUS_3         14           55

Clustering(4) Variable = 2Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       11      4     20
  2Q WILD-TYPE     35     59     36
D4V1, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         11           35
  CLUS_2          4           59
  CLUS_3         20           36
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        9      8     17
  2Q WILD-TYPE     40     34     56
D4V2, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          9           40
  CLUS_2          8           34
  CLUS_3         17           56
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  2Q MUTATED        3      4      0      6      1      2      3      5      3
  2Q WILD-TYPE     14     10     14     23     20      4     14     11      6
D4V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q MUTATED        2      5      7     13
  2Q WILD-TYPE     20     22     30     44
D4V4, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          2           20
  CLUS_2          5           22
  CLUS_3          7           30
  CLUS_4         13           44
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        6     14      7
  2Q WILD-TYPE     39     27     49
D4V5, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          6           39
  CLUS_2         14           27
  CLUS_3          7           49
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        9     12      6
  2Q WILD-TYPE     50     55     10
D4V6, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          9           50
  CLUS_2         12           55
  CLUS_3          6           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        6     14      7
  2Q WILD-TYPE     18     58     39
D4V7, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          6           18
  CLUS_2         14           58
  CLUS_3          7           39
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        5      9     13
  2Q WILD-TYPE     10     49     56
D4V8, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          5           10
  CLUS_2          9           49
  CLUS_3         13           56

Clustering(5) Variable = 3P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED        9      7     19
  3P WILD-TYPE     37     56     37
D5V1, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          9           37
  CLUS_2          7           56
  CLUS_3         19           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED        6     13     15
  3P WILD-TYPE     43     29     58
D5V2, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          6           43
  CLUS_2         13           29
  CLUS_3         15           58
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  3P MUTATED        5      8      1      4      0      3      6      1      2
  3P WILD-TYPE     12      6     13     25     21      3     11     15      7
D5V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P MUTATED        1      1      7     21
  3P WILD-TYPE     21     26     30     36
D5V4, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          1           21
  CLUS_2          1           26
  CLUS_3          7           30
  CLUS_4         21           36
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       10      8     11
  3P WILD-TYPE     35     33     45
D5V5, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         10           35
  CLUS_2          8           33
  CLUS_3         11           45
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       17     10      2
  3P WILD-TYPE     42     57     14
D5V6, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         17           42
  CLUS_2         10           57
  CLUS_3          2           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED        6     10     13
  3P WILD-TYPE     18     62     33
D5V7, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          6           18
  CLUS_2         10           62
  CLUS_3         13           33
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED        2     18      9
  3P WILD-TYPE     13     40     60
D5V8, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          2           13
  CLUS_2         18           40
  CLUS_3          9           60

Clustering(6) Variable = 3Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        9      6     13
  3Q WILD-TYPE     37     57     43
D6V1, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          9           37
  CLUS_2          6           57
  CLUS_3         13           43
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        5      9     13
  3Q WILD-TYPE     44     33     60
D6V2, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          5           44
  CLUS_2          9           33
  CLUS_3         13           60
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  3Q MUTATED        3      4      1      4      0      3      5      1      2
  3Q WILD-TYPE     14     10     13     25     21      3     12     15      7
D6V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q MUTATED        1      1      7     14
  3Q WILD-TYPE     21     26     30     43
D6V4, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          1           21
  CLUS_2          1           26
  CLUS_3          7           30
  CLUS_4         14           43
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        6      6     10
  3Q WILD-TYPE     39     35     46
D6V5, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          6           39
  CLUS_2          6           35
  CLUS_3         10           46
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       12      8      2
  3Q WILD-TYPE     47     59     14
D6V6, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         12           47
  CLUS_2          8           59
  CLUS_3          2           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        5      9      8
  3Q WILD-TYPE     19     63     38
D6V7, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          5           19
  CLUS_2          9           63
  CLUS_3          8           38
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        2     12      8
  3Q WILD-TYPE     13     46     61
D6V8, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          2           13
  CLUS_2         12           46
  CLUS_3          8           61

Clustering(7) Variable = 4P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       13      8     28
  4P WILD-TYPE     33     55     28
D7V1, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         13           33
  CLUS_2          8           55
  CLUS_3         28           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       11     18     20
  4P WILD-TYPE     38     24     53
D7V2, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         11           38
  CLUS_2         18           24
  CLUS_3         20           53
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  4P MUTATED        7      5      0      7      2      5      9      5      5
  4P WILD-TYPE     10      9     14     22     19      1      8     11      4
D7V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P MUTATED        3      6     12     24
  4P WILD-TYPE     19     21     25     33
D7V4, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          3           19
  CLUS_2          6           21
  CLUS_3         12           25
  CLUS_4         24           33
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       13     15     16
  4P WILD-TYPE     32     26     40
D7V5, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         13           32
  CLUS_2         15           26
  CLUS_3         16           40
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       19     20      5
  4P WILD-TYPE     40     47     11
D7V6, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         19           40
  CLUS_2         20           47
  CLUS_3          5           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       10     19     15
  4P WILD-TYPE     14     53     31
D7V7, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         10           14
  CLUS_2         19           53
  CLUS_3         15           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED        5     20     19
  4P WILD-TYPE     10     38     50
D7V8, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          5           10
  CLUS_2         20           38
  CLUS_3         19           50

Clustering(8) Variable = 4Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       15      8     35
  4Q WILD-TYPE     31     55     21
D8V1, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         15           31
  CLUS_2          8           55
  CLUS_3         35           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       12     21     25
  4Q WILD-TYPE     37     21     48
D8V2, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         12           37
  CLUS_2         21           21
  CLUS_3         25           48
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  4Q MUTATED        8      4      0      9      4      5     10      9      5
  4Q WILD-TYPE      9     10     14     20     17      1      7      7      4
D8V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q MUTATED        5     10     14     25
  4Q WILD-TYPE     17     17     23     32
D8V4, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          5           17
  CLUS_2         10           17
  CLUS_3         14           23
  CLUS_4         25           32
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       14     18     21
  4Q WILD-TYPE     31     23     35
D8V5, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         14           31
  CLUS_2         18           23
  CLUS_3         21           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       22     25      6
  4Q WILD-TYPE     37     42     10
D8V6, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         22           37
  CLUS_2         25           42
  CLUS_3          6           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       12     24     17
  4Q WILD-TYPE     12     48     29
D8V7, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         12           12
  CLUS_2         24           48
  CLUS_3         17           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED        6     23     24
  4Q WILD-TYPE      9     35     45
D8V8, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          6            9
  CLUS_2         23           35
  CLUS_3         24           45

Clustering(9) Variable = 5P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       25     17     31
  5P WILD-TYPE     21     46     25
D9V1, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         25           21
  CLUS_2         17           46
  CLUS_3         31           25
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       15     25     32
  5P WILD-TYPE     34     17     41
D9V2, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         15           34
  CLUS_2         25           17
  CLUS_3         32           41
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  5P MUTATED        8      6      4     12      8      4     10      8      7
  5P WILD-TYPE      9      8     10     17     13      2      7      8      2
D9V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P MUTATED        9     10     17     31
  5P WILD-TYPE     13     17     20     26
D9V4, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          9           13
  CLUS_2         10           17
  CLUS_3         17           20
  CLUS_4         31           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       21     21     25
  5P WILD-TYPE     24     20     31
D9V5, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         21           24
  CLUS_2         21           20
  CLUS_3         25           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       26     33      8
  5P WILD-TYPE     33     34      8
D9V6, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         26           33
  CLUS_2         33           34
  CLUS_3          8            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       13     35     19
  5P WILD-TYPE     11     37     27
D9V7, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         13           11
  CLUS_2         35           37
  CLUS_3         19           27
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED        8     26     33
  5P WILD-TYPE      7     32     36
D9V8, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          8            7
  CLUS_2         26           32
  CLUS_3         33           36

Clustering(10) Variable = 5Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       24     13     25
  5Q WILD-TYPE     22     50     31
D10V1, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         24           22
  CLUS_2         13           50
  CLUS_3         25           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       11     22     28
  5Q WILD-TYPE     38     20     45
D10V2, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         11           38
  CLUS_2         22           20
  CLUS_3         28           45
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  5Q MUTATED        6      6      4      8      8      2      8      6      7
  5Q WILD-TYPE     11      8     10     21     13      4      9     10      2
D10V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q MUTATED        9      8     12     26
  5Q WILD-TYPE     13     19     25     31
D10V4, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          9           13
  CLUS_2          8           19
  CLUS_3         12           25
  CLUS_4         26           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       17     17     21
  5Q WILD-TYPE     28     24     35
D10V5, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         17           28
  CLUS_2         17           24
  CLUS_3         21           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       23     26      6
  5Q WILD-TYPE     36     41     10
D10V6, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         23           36
  CLUS_2         26           41
  CLUS_3          6           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       11     28     16
  5Q WILD-TYPE     13     44     30
D10V7, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         11           13
  CLUS_2         28           44
  CLUS_3         16           30
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED        6     23     26
  5Q WILD-TYPE      9     35     43
D10V8, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          6            9
  CLUS_2         23           35
  CLUS_3         26           43

Clustering(11) Variable = 6P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       24     11     27
  6P WILD-TYPE     22     52     29
D11V1, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         24           22
  CLUS_2         11           52
  CLUS_3         27           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       11     17     33
  6P WILD-TYPE     38     25     40
D11V2, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         11           38
  CLUS_2         17           25
  CLUS_3         33           40
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  6P MUTATED        6      4      1     11      8      4     12      3      4
  6P WILD-TYPE     11     10     13     18     13      2      5     13      5
D11V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P MUTATED        8      5     14     26
  6P WILD-TYPE     14     22     23     31
D11V4, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          8           14
  CLUS_2          5           22
  CLUS_3         14           23
  CLUS_4         26           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       13     14     24
  6P WILD-TYPE     32     27     32
D11V5, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         13           32
  CLUS_2         14           27
  CLUS_3         24           32
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       21     25      5
  6P WILD-TYPE     38     42     11
D11V6, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         21           38
  CLUS_2         25           42
  CLUS_3          5           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        7     30     14
  6P WILD-TYPE     17     42     32
D11V7, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          7           17
  CLUS_2         30           42
  CLUS_3         14           32
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        5     20     26
  6P WILD-TYPE     10     38     43
D11V8, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          5           10
  CLUS_2         20           38
  CLUS_3         26           43

Clustering(12) Variable = 6Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       26     20     29
  6Q WILD-TYPE     20     43     27
D12V1, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         26           20
  CLUS_2         20           43
  CLUS_3         29           27
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       17     21     36
  6Q WILD-TYPE     32     21     37
D12V2, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         17           32
  CLUS_2         21           21
  CLUS_3         36           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  6Q MUTATED        7      9      1     14      9      3     12      4      5
  6Q WILD-TYPE     10      5     13     15     12      3      5     12      4
D12V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q MUTATED       10      6     16     32
  6Q WILD-TYPE     12     21     21     25
D12V4, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         10           12
  CLUS_2          6           21
  CLUS_3         16           21
  CLUS_4         32           25
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       19     16     26
  6Q WILD-TYPE     26     25     30
D12V5, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         19           26
  CLUS_2         16           25
  CLUS_3         26           30
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       27     29      5
  6Q WILD-TYPE     32     38     11
D12V6, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         27           32
  CLUS_2         29           38
  CLUS_3          5           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED        8     34     19
  6Q WILD-TYPE     16     38     27
D12V7, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          8           16
  CLUS_2         34           38
  CLUS_3         19           27
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED        5     26     30
  6Q WILD-TYPE     10     32     39
D12V8, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          5           10
  CLUS_2         26           32
  CLUS_3         30           39

Clustering(13) Variable = 7P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       23     16     21
  7P WILD-TYPE     23     47     35
D13V1, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         23           23
  CLUS_2         16           47
  CLUS_3         21           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       12     16     31
  7P WILD-TYPE     37     26     42
D13V2, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         12           37
  CLUS_2         16           26
  CLUS_3         31           42
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  7P MUTATED        6      8      3      8      7      6      7      5      4
  7P WILD-TYPE     11      6     11     21     14      0     10     11      5
D13V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P MUTATED        7      7     14     26
  7P WILD-TYPE     15     20     23     31
D13V4, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          7           15
  CLUS_2          7           20
  CLUS_3         14           23
  CLUS_4         26           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       11     17     24
  7P WILD-TYPE     34     24     32
D13V5, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         11           34
  CLUS_2         17           24
  CLUS_3         24           32
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       16     31      5
  7P WILD-TYPE     43     36     11
D13V6, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         16           43
  CLUS_2         31           36
  CLUS_3          5           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED        7     30     15
  7P WILD-TYPE     17     42     31
D13V7, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          7           17
  CLUS_2         30           42
  CLUS_3         15           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED        5     18     29
  7P WILD-TYPE     10     40     40
D13V8, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          5           10
  CLUS_2         18           40
  CLUS_3         29           40

Clustering(14) Variable = 7Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       21     20     24
  7Q WILD-TYPE     25     43     32
D14V1, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         21           25
  CLUS_2         20           43
  CLUS_3         24           32
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       15     13     36
  7Q WILD-TYPE     34     29     37
D14V2, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         15           34
  CLUS_2         13           29
  CLUS_3         36           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  7Q MUTATED        8      8      3     10      9      6      8      5      2
  7Q WILD-TYPE      9      6     11     19     12      0      9     11      7
D14V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q MUTATED        9      7     16     27
  7Q WILD-TYPE     13     20     21     30
D14V4, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1          9           13
  CLUS_2          7           20
  CLUS_3         16           21
  CLUS_4         27           30
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       13     18     26
  7Q WILD-TYPE     32     23     30
D14V5, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         13           32
  CLUS_2         18           23
  CLUS_3         26           30
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       18     31      8
  7Q WILD-TYPE     41     36      8
D14V6, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         18           41
  CLUS_2         31           36
  CLUS_3          8            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       10     32     15
  7Q WILD-TYPE     14     40     31
D14V7, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         10           14
  CLUS_2         32           40
  CLUS_3         15           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED        7     21     29
  7Q WILD-TYPE      8     37     40
D14V8, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1          7            8
  CLUS_2         21           37
  CLUS_3         29           40

Clustering(15) Variable = 8P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       43     27     41
  8P WILD-TYPE      3     36     15
D15V1, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         43            3
  CLUS_2         27           36
  CLUS_3         41           15
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       26     28     56
  8P WILD-TYPE     23     14     17
D15V2, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         26           23
  CLUS_2         28           14
  CLUS_3         56           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  8P MUTATED       13      7      7     11     14      5     14     13      8
  8P WILD-TYPE      4      7      7     18      7      1      3      3      1
D15V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P MUTATED       14     19     17     42
  8P WILD-TYPE      8      8     20     15
D15V4, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         14            8
  CLUS_2         19            8
  CLUS_3         17           20
  CLUS_4         42           15
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       23     28     40
  8P WILD-TYPE     22     13     16
D15V5, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         23           22
  CLUS_2         28           13
  CLUS_3         40           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       35     42     14
  8P WILD-TYPE     24     25      2
D15V6, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         35           24
  CLUS_2         42           25
  CLUS_3         14            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       15     46     30
  8P WILD-TYPE      9     26     16
D15V7, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         15            9
  CLUS_2         46           26
  CLUS_3         30           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       13     35     43
  8P WILD-TYPE      2     23     26
D15V8, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         13            2
  CLUS_2         35           23
  CLUS_3         43           26

Clustering(16) Variable = 8Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       45     19     35
  8Q WILD-TYPE      1     44     21
D16V1, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         45            1
  CLUS_2         19           44
  CLUS_3         35           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       26     27     45
  8Q WILD-TYPE     23     15     28
D16V2, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         26           23
  CLUS_2         27           15
  CLUS_3         45           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  8Q MUTATED       13      7      6     10     13      4     12     11      8
  8Q WILD-TYPE      4      7      8     19      8      2      5      5      1
D16V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q MUTATED       13     17     14     40
  8Q WILD-TYPE      9     10     23     17
D16V4, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         13            9
  CLUS_2         17           10
  CLUS_3         14           23
  CLUS_4         40           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       24     20     39
  8Q WILD-TYPE     21     21     17
D16V5, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         24           21
  CLUS_2         20           21
  CLUS_3         39           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       37     36     10
  8Q WILD-TYPE     22     31      6
D16V6, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         37           22
  CLUS_2         36           31
  CLUS_3         10            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       14     42     27
  8Q WILD-TYPE     10     30     19
D16V7, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         14           10
  CLUS_2         42           30
  CLUS_3         27           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED        9     36     38
  8Q WILD-TYPE      6     22     31
D16V8, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1          9            6
  CLUS_2         36           22
  CLUS_3         38           31

Clustering(17) Variable = 9P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       17     14     28
  9P WILD-TYPE     29     49     28
D17V1, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         17           29
  CLUS_2         14           49
  CLUS_3         28           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       13     18     28
  9P WILD-TYPE     36     24     45
D17V2, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         13           36
  CLUS_2         18           24
  CLUS_3         28           45
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  9P MUTATED        7      5      3      8      5      4     10      4      6
  9P WILD-TYPE     10      9     11     21     16      2      7     12      3
D17V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P MUTATED        5      6     13     28
  9P WILD-TYPE     17     21     24     29
D17V4, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1          5           17
  CLUS_2          6           21
  CLUS_3         13           24
  CLUS_4         28           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       16     19     18
  9P WILD-TYPE     29     22     38
D17V5, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         16           29
  CLUS_2         19           22
  CLUS_3         18           38
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       22     23      8
  9P WILD-TYPE     37     44      8
D17V6, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         22           37
  CLUS_2         23           44
  CLUS_3          8            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       10     26     17
  9P WILD-TYPE     14     46     29
D17V7, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         10           14
  CLUS_2         26           46
  CLUS_3         17           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED        7     23     23
  9P WILD-TYPE      8     35     46
D17V8, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1          7            8
  CLUS_2         23           35
  CLUS_3         23           46

Clustering(18) Variable = 9Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       16     17     26
  9Q WILD-TYPE     30     46     30
D18V1, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         16           30
  CLUS_2         17           46
  CLUS_3         26           30
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       15     18     26
  9Q WILD-TYPE     34     24     47
D18V2, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         15           34
  CLUS_2         18           24
  CLUS_3         26           47
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  9Q MUTATED        6     10      2      9      4      4     10      4      5
  9Q WILD-TYPE     11      4     12     20     17      2      7     12      4
D18V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q MUTATED        4      5     14     31
  9Q WILD-TYPE     18     22     23     26
D18V4, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          4           18
  CLUS_2          5           22
  CLUS_3         14           23
  CLUS_4         31           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       16     17     19
  9Q WILD-TYPE     29     24     37
D18V5, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         16           29
  CLUS_2         17           24
  CLUS_3         19           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       24     22      6
  9Q WILD-TYPE     35     45     10
D18V6, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         24           35
  CLUS_2         22           45
  CLUS_3          6           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED        9     24     19
  9Q WILD-TYPE     15     48     27
D18V7, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          9           15
  CLUS_2         24           48
  CLUS_3         19           27
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED        6     25     21
  9Q WILD-TYPE      9     33     48
D18V8, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          6            9
  CLUS_2         25           33
  CLUS_3         21           48

Clustering(19) Variable = 10P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       11     15     19
  10P WILD-TYPE     35     48     37
D19V1, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          11            35
  CLUS_2          15            48
  CLUS_3          19            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       10     15     19
  10P WILD-TYPE     39     27     54
D19V2, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          10            39
  CLUS_2          15            27
  CLUS_3          19            54
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  10P MUTATED        8      6      1      7      4      4      6      3      3
  10P WILD-TYPE      9      8     13     22     17      2     11     13      6
D19V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P MUTATED        5      3     11     23
  10P WILD-TYPE     17     24     26     34
D19V4, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           5            17
  CLUS_2           3            24
  CLUS_3          11            26
  CLUS_4          23            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       14     13     15
  10P WILD-TYPE     31     28     41
D19V5, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          14            31
  CLUS_2          13            28
  CLUS_3          15            41
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       16     20      6
  10P WILD-TYPE     43     47     10
D19V6, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          16            43
  CLUS_2          20            47
  CLUS_3           6            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED        9     18     15
  10P WILD-TYPE     15     54     31
D19V7, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           9            15
  CLUS_2          18            54
  CLUS_3          15            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED        6     17     19
  10P WILD-TYPE      9     41     50
D19V8, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           6             9
  CLUS_2          17            41
  CLUS_3          19            50

Clustering(20) Variable = 10Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       12     17     21
  10Q WILD-TYPE     34     46     35
D20V1, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          12            34
  CLUS_2          17            46
  CLUS_3          21            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       12     16     21
  10Q WILD-TYPE     37     26     52
D20V2, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          12            37
  CLUS_2          16            26
  CLUS_3          21            52
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  10Q MUTATED       11      7      1      9      4      4      4      4      3
  10Q WILD-TYPE      6      7     13     20     17      2     13     12      6
D20V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q MUTATED        5      4     13     25
  10Q WILD-TYPE     17     23     24     32
D20V4, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           5            17
  CLUS_2           4            23
  CLUS_3          13            24
  CLUS_4          25            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       14     14     19
  10Q WILD-TYPE     31     27     37
D20V5, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          14            31
  CLUS_2          14            27
  CLUS_3          19            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       17     23      7
  10Q WILD-TYPE     42     44      9
D20V6, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          17            42
  CLUS_2          23            44
  CLUS_3           7             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED        7     23     17
  10Q WILD-TYPE     17     49     29
D20V7, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           7            17
  CLUS_2          23            49
  CLUS_3          17            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED        7     17     23
  10Q WILD-TYPE      8     41     46
D20V8, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           7             8
  CLUS_2          17            41
  CLUS_3          23            46

Clustering(21) Variable = 11P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       15     11     14
  11P WILD-TYPE     31     52     42
D21V1, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          15            31
  CLUS_2          11            52
  CLUS_3          14            42
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       10     13     17
  11P WILD-TYPE     39     29     56
D21V2, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          10            39
  CLUS_2          13            29
  CLUS_3          17            56
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  11P MUTATED        4      3      3      4      2      4      5      4      5
  11P WILD-TYPE     13     11     11     25     19      2     12     12      4
D21V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P MUTATED        3      4     10     17
  11P WILD-TYPE     19     23     27     40
D21V4, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           3            19
  CLUS_2           4            23
  CLUS_3          10            27
  CLUS_4          17            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       13     10     11
  11P WILD-TYPE     32     31     45
D21V5, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          13            32
  CLUS_2          10            31
  CLUS_3          11            45
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       17     13      4
  11P WILD-TYPE     42     54     12
D21V6, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          17            42
  CLUS_2          13            54
  CLUS_3           4            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED        7     13     14
  11P WILD-TYPE     17     59     32
D21V7, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           7            17
  CLUS_2          13            59
  CLUS_3          14            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED        4     17     13
  11P WILD-TYPE     11     41     56
D21V8, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           4            11
  CLUS_2          17            41
  CLUS_3          13            56

Clustering(22) Variable = 11Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       15     14     15
  11Q WILD-TYPE     31     49     41
D22V1, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          15            31
  CLUS_2          14            49
  CLUS_3          15            41
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       10     13     21
  11Q WILD-TYPE     39     29     52
D22V2, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          10            39
  CLUS_2          13            29
  CLUS_3          21            52
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  11Q MUTATED        6      2      3      5      4      4      4      4      5
  11Q WILD-TYPE     11     12     11     24     17      2     13     12      4
D22V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q MUTATED        5      4     11     17
  11Q WILD-TYPE     17     23     26     40
D22V4, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           5            17
  CLUS_2           4            23
  CLUS_3          11            26
  CLUS_4          17            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       12     13     13
  11Q WILD-TYPE     33     28     43
D22V5, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          12            33
  CLUS_2          13            28
  CLUS_3          13            43
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       16     17      5
  11Q WILD-TYPE     43     50     11
D22V6, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          16            43
  CLUS_2          17            50
  CLUS_3           5            11
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED        6     18     14
  11Q WILD-TYPE     18     54     32
D22V7, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           6            18
  CLUS_2          18            54
  CLUS_3          14            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED        5     15     18
  11Q WILD-TYPE     10     43     51
D22V8, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           5            10
  CLUS_2          15            43
  CLUS_3          18            51

Clustering(23) Variable = 12P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       18     13     19
  12P WILD-TYPE     28     50     37
D23V1, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          18            28
  CLUS_2          13            50
  CLUS_3          19            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       12     13     25
  12P WILD-TYPE     37     29     48
D23V2, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          12            37
  CLUS_2          13            29
  CLUS_3          25            48
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  12P MUTATED        4      3      0      7      2      3      7      8      6
  12P WILD-TYPE     13     11     14     22     19      3     10      8      3
D23V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P MUTATED        2      8     10     20
  12P WILD-TYPE     20     19     27     37
D23V4, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           2            20
  CLUS_2           8            19
  CLUS_3          10            27
  CLUS_4          20            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED        9     15     14
  12P WILD-TYPE     36     26     42
D23V5, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           9            36
  CLUS_2          15            26
  CLUS_3          14            42
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       16     15      7
  12P WILD-TYPE     43     52      9
D23V6, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          16            43
  CLUS_2          15            52
  CLUS_3           7             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED        5     21     12
  12P WILD-TYPE     19     51     34
D23V7, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           5            19
  CLUS_2          21            51
  CLUS_3          12            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED        7     15     16
  12P WILD-TYPE      8     43     53
D23V8, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           7             8
  CLUS_2          15            43
  CLUS_3          16            53

Clustering(24) Variable = 12Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       15     10     15
  12Q WILD-TYPE     31     53     41
D24V1, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          15            31
  CLUS_2          10            53
  CLUS_3          15            41
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       10     12     18
  12Q WILD-TYPE     39     30     55
D24V2, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          10            39
  CLUS_2          12            30
  CLUS_3          18            55
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  12Q MUTATED        4      2      1      4      2      2      7      7      5
  12Q WILD-TYPE     13     12     13     25     19      4     10      9      4
D24V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q MUTATED        2      8      6     18
  12Q WILD-TYPE     20     19     31     39
D24V4, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           2            20
  CLUS_2           8            19
  CLUS_3           6            31
  CLUS_4          18            39
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       10     11     13
  12Q WILD-TYPE     35     30     43
D24V5, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          10            35
  CLUS_2          11            30
  CLUS_3          13            43
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       16     12      6
  12Q WILD-TYPE     43     55     10
D24V6, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          16            43
  CLUS_2          12            55
  CLUS_3           6            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED        5     17     12
  12Q WILD-TYPE     19     55     34
D24V7, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           5            19
  CLUS_2          17            55
  CLUS_3          12            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED        6     15     13
  12Q WILD-TYPE      9     43     56
D24V8, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           6             9
  CLUS_2          15            43
  CLUS_3          13            56

Clustering(25) Variable = 13Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       14     18     35
  13Q WILD-TYPE     32     45     21
D25V1, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          14            32
  CLUS_2          18            45
  CLUS_3          35            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       15     24     28
  13Q WILD-TYPE     34     18     45
D25V2, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          15            34
  CLUS_2          24            18
  CLUS_3          28            45
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  13Q MUTATED        7     11      1     10      2      6     11      7      4
  13Q WILD-TYPE     10      3     13     19     19      0      6      9      5
D25V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q MUTATED        3      9     14     33
  13Q WILD-TYPE     19     18     23     24
D25V4, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1           3            19
  CLUS_2           9            18
  CLUS_3          14            23
  CLUS_4          33            24
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       20     20     19
  13Q WILD-TYPE     25     21     37
D25V5, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          20            25
  CLUS_2          20            21
  CLUS_3          19            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       27     22     10
  13Q WILD-TYPE     32     45      6
D25V6, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          27            32
  CLUS_2          22            45
  CLUS_3          10             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       12     23     24
  13Q WILD-TYPE     12     49     22
D25V7, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          12            12
  CLUS_2          23            49
  CLUS_3          24            22
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       10     26     23
  13Q WILD-TYPE      5     32     46
D25V8, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          10             5
  CLUS_2          26            32
  CLUS_3          23            46

Clustering(26) Variable = 14Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       12     17     28
  14Q WILD-TYPE     34     46     28
D26V1, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          12            34
  CLUS_2          17            46
  CLUS_3          28            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       15     19     22
  14Q WILD-TYPE     34     23     51
D26V2, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          15            34
  CLUS_2          19            23
  CLUS_3          22            51
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  14Q MUTATED        9      9      1      9      2      5      7      6      7
  14Q WILD-TYPE      8      5     13     20     19      1     10     10      2
D26V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q MUTATED        3      6     13     33
  14Q WILD-TYPE     19     21     24     24
D26V4, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           3            19
  CLUS_2           6            21
  CLUS_3          13            24
  CLUS_4          33            24
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       17     20     18
  14Q WILD-TYPE     28     21     38
D26V5, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          17            28
  CLUS_2          20            21
  CLUS_3          18            38
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       25     23      7
  14Q WILD-TYPE     34     44      9
D26V6, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          25            34
  CLUS_2          23            44
  CLUS_3           7             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED        9     24     22
  14Q WILD-TYPE     15     48     24
D26V7, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           9            15
  CLUS_2          24            48
  CLUS_3          22            24
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED        7     25     23
  14Q WILD-TYPE      8     33     46
D26V8, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           7             8
  CLUS_2          25            33
  CLUS_3          23            46

Clustering(27) Variable = 15Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       11     11     24
  15Q WILD-TYPE     35     52     32
D27V1, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          11            35
  CLUS_2          11            52
  CLUS_3          24            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       13     15     17
  15Q WILD-TYPE     36     27     56
D27V2, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          13            36
  CLUS_2          15            27
  CLUS_3          17            56
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  15Q MUTATED        8      5      1      8      3      3      8      2      2
  15Q WILD-TYPE      9      9     13     21     18      3      9     14      7
D27V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q MUTATED        4      3     10     23
  15Q WILD-TYPE     18     24     27     34
D27V4, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           4            18
  CLUS_2           3            24
  CLUS_3          10            27
  CLUS_4          23            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       15     10     15
  15Q WILD-TYPE     30     31     41
D27V5, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          15            30
  CLUS_2          10            31
  CLUS_3          15            41
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       18     18      4
  15Q WILD-TYPE     41     49     12
D27V6, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          18            41
  CLUS_2          18            49
  CLUS_3           4            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       10     19     11
  15Q WILD-TYPE     14     53     35
D27V7, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          10            14
  CLUS_2          19            53
  CLUS_3          11            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED        4     18     18
  15Q WILD-TYPE     11     40     51
D27V8, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           4            11
  CLUS_2          18            40
  CLUS_3          18            51

Clustering(28) Variable = 16P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       13     15     32
  16P WILD-TYPE     33     48     24
D28V1, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          13            33
  CLUS_2          15            48
  CLUS_3          32            24
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       18     20     21
  16P WILD-TYPE     31     22     52
D28V2, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          18            31
  CLUS_2          20            22
  CLUS_3          21            52
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  16P MUTATED        7      8      1      7      2      4     17      5      3
  16P WILD-TYPE     10      6     13     22     19      2      0     11      6
D28V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P MUTATED        3      7     10     34
  16P WILD-TYPE     19     20     27     23
D28V4, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           3            19
  CLUS_2           7            20
  CLUS_3          10            27
  CLUS_4          34            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       19     13     21
  16P WILD-TYPE     26     28     35
D28V5, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          19            26
  CLUS_2          13            28
  CLUS_3          21            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       29     17      7
  16P WILD-TYPE     30     50      9
D28V6, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          29            30
  CLUS_2          17            50
  CLUS_3           7             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       14     18     21
  16P WILD-TYPE     10     54     25
D28V7, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          14            10
  CLUS_2          18            54
  CLUS_3          21            25
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED        7     29     17
  16P WILD-TYPE      8     29     52
D28V8, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           7             8
  CLUS_2          29            29
  CLUS_3          17            52

Clustering(29) Variable = 16Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       16     17     33
  16Q WILD-TYPE     30     46     23
D29V1, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          16            30
  CLUS_2          17            46
  CLUS_3          33            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       16     24     25
  16Q WILD-TYPE     33     18     48
D29V2, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          16            33
  CLUS_2          24            18
  CLUS_3          25            48
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  16Q MUTATED        9      7      2      8      4      5     17      4      3
  16Q WILD-TYPE      8      7     12     21     17      1      0     12      6
D29V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q MUTATED        5      6     12     36
  16Q WILD-TYPE     17     21     25     21
D29V4, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           5            17
  CLUS_2           6            21
  CLUS_3          12            25
  CLUS_4          36            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       18     12     28
  16Q WILD-TYPE     27     29     28
D29V5, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          18            27
  CLUS_2          12            29
  CLUS_3          28            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       30     22      6
  16Q WILD-TYPE     29     45     10
D29V6, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          30            29
  CLUS_2          22            45
  CLUS_3           6            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       12     25     21
  16Q WILD-TYPE     12     47     25
D29V7, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          12            12
  CLUS_2          25            47
  CLUS_3          21            25
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED        6     29     23
  16Q WILD-TYPE      9     29     46
D29V8, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           6             9
  CLUS_2          29            29
  CLUS_3          23            46

Clustering(30) Variable = 17P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       21     31     48
  17P WILD-TYPE     25     32      8
D30V1, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          21            25
  CLUS_2          31            32
  CLUS_3          48             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       28     26     45
  17P WILD-TYPE     21     16     28
D30V2, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          28            21
  CLUS_2          26            16
  CLUS_3          45            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  17P MUTATED       11      9      3     21      9      5     13      9      5
  17P WILD-TYPE      6      5     11      8     12      1      4      7      4
D30V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P MUTATED        8     14     24     39
  17P WILD-TYPE     14     13     13     18
D30V4, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1           8            14
  CLUS_2          14            13
  CLUS_3          24            13
  CLUS_4          39            18
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       26     32     28
  17P WILD-TYPE     19      9     28
D30V5, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          26            19
  CLUS_2          32             9
  CLUS_3          28            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       32     39     15
  17P WILD-TYPE     27     28      1
D30V6, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          32            27
  CLUS_2          39            28
  CLUS_3          15             1
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       17     44     25
  17P WILD-TYPE      7     28     21
D30V7, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          17             7
  CLUS_2          44            28
  CLUS_3          25            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       14     32     40
  17P WILD-TYPE      1     26     29
D30V8, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          14             1
  CLUS_2          32            26
  CLUS_3          40            29

Clustering(31) Variable = 17Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       19     15     30
  17Q WILD-TYPE     27     48     26
D31V1, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          19            27
  CLUS_2          15            48
  CLUS_3          30            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       15     19     29
  17Q WILD-TYPE     34     23     44
D31V2, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          15            34
  CLUS_2          19            23
  CLUS_3          29            44
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  17Q MUTATED        9      6      1      8      6      3      9      8      4
  17Q WILD-TYPE      8      8     13     21     15      3      8      8      5
D31V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q MUTATED        7     10     10     27
  17Q WILD-TYPE     15     17     27     30
D31V4, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           7            15
  CLUS_2          10            17
  CLUS_3          10            27
  CLUS_4          27            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       17     16     22
  17Q WILD-TYPE     28     25     34
D31V5, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          17            28
  CLUS_2          16            25
  CLUS_3          22            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       22     25      8
  17Q WILD-TYPE     37     42      8
D31V6, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          22            37
  CLUS_2          25            42
  CLUS_3           8             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        8     24     23
  17Q WILD-TYPE     16     48     23
D31V7, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           8            16
  CLUS_2          24            48
  CLUS_3          23            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        7     21     27
  17Q WILD-TYPE      8     37     42
D31V8, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           7             8
  CLUS_2          21            37
  CLUS_3          27            42

Clustering(32) Variable = 18P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       14      8     21
  18P WILD-TYPE     32     55     35
D32V1, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          14            32
  CLUS_2           8            55
  CLUS_3          21            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED        9     18     15
  18P WILD-TYPE     40     24     58
D32V2, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1           9            40
  CLUS_2          18            24
  CLUS_3          15            58
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  18P MUTATED        5      4      0      5      3      4      7      3      5
  18P WILD-TYPE     12     10     14     24     18      2     10     13      4
D32V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P MUTATED        3      4      8     21
  18P WILD-TYPE     19     23     29     36
D32V4, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1           3            19
  CLUS_2           4            23
  CLUS_3           8            29
  CLUS_4          21            36
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       11     11     14
  18P WILD-TYPE     34     30     42
D32V5, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          11            34
  CLUS_2          11            30
  CLUS_3          14            42
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       18     12      6
  18P WILD-TYPE     41     55     10
D32V6, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          18            41
  CLUS_2          12            55
  CLUS_3           6            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED        8     15     13
  18P WILD-TYPE     16     57     33
D32V7, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1           8            16
  CLUS_2          15            57
  CLUS_3          13            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED        6     17     13
  18P WILD-TYPE      9     41     56
D32V8, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1           6             9
  CLUS_2          17            41
  CLUS_3          13            56

Clustering(33) Variable = 18Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       15      7     23
  18Q WILD-TYPE     31     56     33
D33V1, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          15            31
  CLUS_2           7            56
  CLUS_3          23            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED        9     19     16
  18Q WILD-TYPE     40     23     57
D33V2, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1           9            40
  CLUS_2          19            23
  CLUS_3          16            57
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  18Q MUTATED        6      5      0      5      2      4      7      3      5
  18Q WILD-TYPE     11      9     14     24     19      2     10     13      4
D33V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q MUTATED        3      3      8     23
  18Q WILD-TYPE     19     24     29     34
D33V4, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1           3            19
  CLUS_2           3            24
  CLUS_3           8            29
  CLUS_4          23            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       11     11     15
  18Q WILD-TYPE     34     30     41
D33V5, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          11            34
  CLUS_2          11            30
  CLUS_3          15            41
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       18     13      6
  18Q WILD-TYPE     41     54     10
D33V6, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          18            41
  CLUS_2          13            54
  CLUS_3           6            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED        8     15     14
  18Q WILD-TYPE     16     57     32
D33V7, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1           8            16
  CLUS_2          15            57
  CLUS_3          14            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED        6     18     13
  18Q WILD-TYPE      9     40     56
D33V8, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1           6             9
  CLUS_2          18            40
  CLUS_3          13            56

Clustering(34) Variable = 19P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       19     10     25
  19P WILD-TYPE     27     53     31
D34V1, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          19            27
  CLUS_2          10            53
  CLUS_3          25            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       12     24     17
  19P WILD-TYPE     37     18     56
D34V2, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          12            37
  CLUS_2          24            18
  CLUS_3          17            56
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  19P MUTATED        9      6      2      5      3      3      9      6      5
  19P WILD-TYPE      8      8     12     24     18      3      8     10      4
D34V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P MUTATED        4      9      8     27
  19P WILD-TYPE     18     18     29     30
D34V4, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1           4            18
  CLUS_2           9            18
  CLUS_3           8            29
  CLUS_4          27            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       15     12     20
  19P WILD-TYPE     30     29     36
D34V5, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          15            30
  CLUS_2          12            29
  CLUS_3          20            36
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       23     18      6
  19P WILD-TYPE     36     49     10
D34V6, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          23            36
  CLUS_2          18            49
  CLUS_3           6            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED        5     22     20
  19P WILD-TYPE     19     50     26
D34V7, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1           5            19
  CLUS_2          22            50
  CLUS_3          20            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED        6     23     18
  19P WILD-TYPE      9     35     51
D34V8, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1           6             9
  CLUS_2          23            35
  CLUS_3          18            51

Clustering(35) Variable = 19Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       19     10     23
  19Q WILD-TYPE     27     53     33
D35V1, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          19            27
  CLUS_2          10            53
  CLUS_3          23            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       12     22     17
  19Q WILD-TYPE     37     20     56
D35V2, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          12            37
  CLUS_2          22            20
  CLUS_3          17            56
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  19Q MUTATED        8      8      2      3      4      2      9      6      4
  19Q WILD-TYPE      9      6     12     26     17      4      8     10      5
D35V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q MUTATED        5      9      5     27
  19Q WILD-TYPE     17     18     32     30
D35V4, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1           5            17
  CLUS_2           9            18
  CLUS_3           5            32
  CLUS_4          27            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       16     11     18
  19Q WILD-TYPE     29     30     38
D35V5, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          16            29
  CLUS_2          11            30
  CLUS_3          18            38
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       23     17      5
  19Q WILD-TYPE     36     50     11
D35V6, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          23            36
  CLUS_2          17            50
  CLUS_3           5            11
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED        7     18     20
  19Q WILD-TYPE     17     54     26
D35V7, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1           7            17
  CLUS_2          18            54
  CLUS_3          20            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED        5     23     17
  19Q WILD-TYPE     10     35     52
D35V8, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1           5            10
  CLUS_2          23            35
  CLUS_3          17            52

Clustering(36) Variable = 20P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       19     11     27
  20P WILD-TYPE     27     52     29
D36V1, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          19            27
  CLUS_2          11            52
  CLUS_3          27            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       11     23     22
  20P WILD-TYPE     38     19     51
D36V2, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          11            38
  CLUS_2          23            19
  CLUS_3          22            51
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  20P MUTATED        5      7      2     10      2      3     12      7      6
  20P WILD-TYPE     12      7     12     19     19      3      5      9      3
D36V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P MUTATED        2      7     14     31
  20P WILD-TYPE     20     20     23     26
D36V4, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1           2            20
  CLUS_2           7            20
  CLUS_3          14            23
  CLUS_4          31            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       17     16     20
  20P WILD-TYPE     28     25     36
D36V5, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          17            28
  CLUS_2          16            25
  CLUS_3          20            36
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       24     20      9
  20P WILD-TYPE     35     47      7
D36V6, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          24            35
  CLUS_2          20            47
  CLUS_3           9             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       13     24     16
  20P WILD-TYPE     11     48     30
D36V7, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          13            11
  CLUS_2          24            48
  CLUS_3          16            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED        8     25     20
  20P WILD-TYPE      7     33     49
D36V8, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1           8             7
  CLUS_2          25            33
  CLUS_3          20            49

Clustering(37) Variable = 20Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       18     11     26
  20Q WILD-TYPE     28     52     30
D37V1, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          18            28
  CLUS_2          11            52
  CLUS_3          26            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       11     21     22
  20Q WILD-TYPE     38     21     51
D37V2, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          11            38
  CLUS_2          21            21
  CLUS_3          22            51
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  20Q MUTATED        5      7      2      9      2      3     11      8      5
  20Q WILD-TYPE     12      7     12     20     19      3      6      8      4
D37V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q MUTATED        2      8     13     29
  20Q WILD-TYPE     20     19     24     28
D37V4, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1           2            20
  CLUS_2           8            19
  CLUS_3          13            24
  CLUS_4          29            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       17     15     19
  20Q WILD-TYPE     28     26     37
D37V5, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          17            28
  CLUS_2          15            26
  CLUS_3          19            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       22     22      7
  20Q WILD-TYPE     37     45      9
D37V6, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          22            37
  CLUS_2          22            45
  CLUS_3           7             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       12     22     17
  20Q WILD-TYPE     12     50     29
D37V7, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          12            12
  CLUS_2          22            50
  CLUS_3          17            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED        6     23     22
  20Q WILD-TYPE      9     35     47
D37V8, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1           6             9
  CLUS_2          23            35
  CLUS_3          22            47

Clustering(38) Variable = 21Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       17     14     29
  21Q WILD-TYPE     29     49     27
D38V1, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          17            29
  CLUS_2          14            49
  CLUS_3          29            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       13     18     28
  21Q WILD-TYPE     36     24     45
D38V2, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          13            36
  CLUS_2          18            24
  CLUS_3          28            45
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  21Q MUTATED        7      4      1      7      6      5     10      8      5
  21Q WILD-TYPE     10     10     13     22     15      1      7      8      4
D38V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q MUTATED        6      7     13     27
  21Q WILD-TYPE     16     20     24     30
D38V4, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1           6            16
  CLUS_2           7            20
  CLUS_3          13            24
  CLUS_4          27            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       13     24     17
  21Q WILD-TYPE     32     17     39
D38V5, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          13            32
  CLUS_2          24            17
  CLUS_3          17            39
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       19     25     10
  21Q WILD-TYPE     40     42      6
D38V6, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          19            40
  CLUS_2          25            42
  CLUS_3          10             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       12     27     15
  21Q WILD-TYPE     12     45     31
D38V7, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          12            12
  CLUS_2          27            45
  CLUS_3          15            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       10     19     25
  21Q WILD-TYPE      5     39     44
D38V8, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          10             5
  CLUS_2          19            39
  CLUS_3          25            44

Clustering(39) Variable = 22Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       13     17     29
  22Q WILD-TYPE     33     46     27
D39V1, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          13            33
  CLUS_2          17            46
  CLUS_3          29            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       18     20     20
  22Q WILD-TYPE     31     22     53
D39V2, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          18            31
  CLUS_2          20            22
  CLUS_3          20            53
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  22Q MUTATED        8      8      1      9      2      5      9      5      3
  22Q WILD-TYPE      9      6     13     20     19      1      8     11      6
D39V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q MUTATED        3      5     14     28
  22Q WILD-TYPE     19     22     23     29
D39V4, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1           3            19
  CLUS_2           5            22
  CLUS_3          14            23
  CLUS_4          28            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       15     15     19
  22Q WILD-TYPE     30     26     37
D39V5, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          15            30
  CLUS_2          15            26
  CLUS_3          19            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       21     22      6
  22Q WILD-TYPE     38     45     10
D39V6, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          21            38
  CLUS_2          22            45
  CLUS_3           6            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       11     22     16
  22Q WILD-TYPE     13     50     30
D39V7, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          11            13
  CLUS_2          22            50
  CLUS_3          16            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED        6     21     22
  22Q WILD-TYPE      9     37     47
D39V8, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1           6             9
  CLUS_2          21            37
  CLUS_3          22            47

Clustering(40) Variable = XQ MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       18     12     24
  XQ WILD-TYPE     28     51     32
D40V1, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         18           28
  CLUS_2         12           51
  CLUS_3         24           32
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED        9     18     26
  XQ WILD-TYPE     40     24     47
D40V2, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          9           40
  CLUS_2         18           24
  CLUS_3         26           47
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8 CLUS_9
  XQ MUTATED        6      5      2     13     10      2      2      3      2
  XQ WILD-TYPE     11      9     12     16     11      4     15     13      7
D40V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ MUTATED        9      3     17     16
  XQ WILD-TYPE     13     24     20     41
D40V4, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          9           13
  CLUS_2          3           24
  CLUS_3         17           20
  CLUS_4         16           41
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       11     11     22
  XQ WILD-TYPE     34     30     34
D40V5, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         11           34
  CLUS_2         11           30
  CLUS_3         22           34
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       15     24      5
  XQ WILD-TYPE     44     43     11
D40V6, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         15           44
  CLUS_2         24           43
  CLUS_3          5           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED        5     28     11
  XQ WILD-TYPE     19     44     35
D40V7, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          5           19
  CLUS_2         28           44
  CLUS_3         11           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED        5     15     24
  XQ WILD-TYPE     10     43     45
D40V8, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          5           10
  CLUS_2         15           43
  CLUS_3         24           45
> q(save="no")
