
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/BRCA-TP/6197622/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/BRCA-TP/6197590/BRCA-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=BRCA-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=BRCA-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/BRCA-TP/6197590/BRCA-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/BRCA-TP/6197622/transformed.cor.cli.txt"

nPatients in clinical file=1044, in cluster file=1007, common to both=1007
[1]   40 1007
[1] "1P MUTATION ANALYSIS"
[1] 3
  1P MUTATED 1P WILD-TYPE 
         421          586 
  1P MUTATED 1P WILD-TYPE 
         421          586 
[1] "1Q MUTATION ANALYSIS"
[1] 3
  1Q MUTATED 1Q WILD-TYPE 
         706          301 
  1Q MUTATED 1Q WILD-TYPE 
         706          301 
[1] "2P MUTATION ANALYSIS"
[1] 3
  2P MUTATED 2P WILD-TYPE 
         283          724 
  2P MUTATED 2P WILD-TYPE 
         283          724 
[1] "2Q MUTATION ANALYSIS"
[1] 3
  2Q MUTATED 2Q WILD-TYPE 
         262          745 
  2Q MUTATED 2Q WILD-TYPE 
         262          745 
[1] "3P MUTATION ANALYSIS"
[1] 3
  3P MUTATED 3P WILD-TYPE 
         308          699 
  3P MUTATED 3P WILD-TYPE 
         308          699 
[1] "3Q MUTATION ANALYSIS"
[1] 3
  3Q MUTATED 3Q WILD-TYPE 
         296          711 
  3Q MUTATED 3Q WILD-TYPE 
         296          711 
[1] "4P MUTATION ANALYSIS"
[1] 3
  4P MUTATED 4P WILD-TYPE 
         403          604 
  4P MUTATED 4P WILD-TYPE 
         403          604 
[1] "4Q MUTATION ANALYSIS"
[1] 3
  4Q MUTATED 4Q WILD-TYPE 
         362          645 
  4Q MUTATED 4Q WILD-TYPE 
         362          645 
[1] "5P MUTATION ANALYSIS"
[1] 3
  5P MUTATED 5P WILD-TYPE 
         423          584 
  5P MUTATED 5P WILD-TYPE 
         423          584 
[1] "5Q MUTATION ANALYSIS"
[1] 3
  5Q MUTATED 5Q WILD-TYPE 
         411          596 
  5Q MUTATED 5Q WILD-TYPE 
         411          596 
[1] "6P MUTATION ANALYSIS"
[1] 3
  6P MUTATED 6P WILD-TYPE 
         370          637 
  6P MUTATED 6P WILD-TYPE 
         370          637 
[1] "6Q MUTATION ANALYSIS"
[1] 3
  6Q MUTATED 6Q WILD-TYPE 
         396          611 
  6Q MUTATED 6Q WILD-TYPE 
         396          611 
[1] "7P MUTATION ANALYSIS"
[1] 3
  7P MUTATED 7P WILD-TYPE 
         395          612 
  7P MUTATED 7P WILD-TYPE 
         395          612 
[1] "7Q MUTATION ANALYSIS"
[1] 3
  7Q MUTATED 7Q WILD-TYPE 
         360          647 
  7Q MUTATED 7Q WILD-TYPE 
         360          647 
[1] "8P MUTATION ANALYSIS"
[1] 3
  8P MUTATED 8P WILD-TYPE 
         641          366 
  8P MUTATED 8P WILD-TYPE 
         641          366 
[1] "8Q MUTATION ANALYSIS"
[1] 3
  8Q MUTATED 8Q WILD-TYPE 
         581          426 
  8Q MUTATED 8Q WILD-TYPE 
         581          426 
[1] "9P MUTATION ANALYSIS"
[1] 3
  9P MUTATED 9P WILD-TYPE 
         427          580 
  9P MUTATED 9P WILD-TYPE 
         427          580 
[1] "9Q MUTATION ANALYSIS"
[1] 3
  9Q MUTATED 9Q WILD-TYPE 
         381          626 
  9Q MUTATED 9Q WILD-TYPE 
         381          626 
[1] "10P MUTATION ANALYSIS"
[1] 3
  10P MUTATED 10P WILD-TYPE 
          359           648 
  10P MUTATED 10P WILD-TYPE 
          359           648 
[1] "10Q MUTATION ANALYSIS"
[1] 3
  10Q MUTATED 10Q WILD-TYPE 
          327           680 
  10Q MUTATED 10Q WILD-TYPE 
          327           680 
[1] "11P MUTATION ANALYSIS"
[1] 3
  11P MUTATED 11P WILD-TYPE 
          388           619 
  11P MUTATED 11P WILD-TYPE 
          388           619 
[1] "11Q MUTATION ANALYSIS"
[1] 3
  11Q MUTATED 11Q WILD-TYPE 
          440           567 
  11Q MUTATED 11Q WILD-TYPE 
          440           567 
[1] "12P MUTATION ANALYSIS"
[1] 3
  12P MUTATED 12P WILD-TYPE 
          360           647 
  12P MUTATED 12P WILD-TYPE 
          360           647 
[1] "12Q MUTATION ANALYSIS"
[1] 3
  12Q MUTATED 12Q WILD-TYPE 
          303           704 
  12Q MUTATED 12Q WILD-TYPE 
          303           704 
[1] "13Q MUTATION ANALYSIS"
[1] 3
  13Q MUTATED 13Q WILD-TYPE 
          497           510 
  13Q MUTATED 13Q WILD-TYPE 
          497           510 
[1] "14Q MUTATION ANALYSIS"
[1] 3
  14Q MUTATED 14Q WILD-TYPE 
          379           628 
  14Q MUTATED 14Q WILD-TYPE 
          379           628 
[1] "15Q MUTATION ANALYSIS"
[1] 3
  15Q MUTATED 15Q WILD-TYPE 
          387           620 
  15Q MUTATED 15Q WILD-TYPE 
          387           620 
[1] "16P MUTATION ANALYSIS"
[1] 3
  16P MUTATED 16P WILD-TYPE 
          603           404 
  16P MUTATED 16P WILD-TYPE 
          603           404 
[1] "16Q MUTATION ANALYSIS"
[1] 3
  16Q MUTATED 16Q WILD-TYPE 
          687           320 
  16Q MUTATED 16Q WILD-TYPE 
          687           320 
[1] "17P MUTATION ANALYSIS"
[1] 3
  17P MUTATED 17P WILD-TYPE 
          644           363 
  17P MUTATED 17P WILD-TYPE 
          644           363 
[1] "17Q MUTATION ANALYSIS"
[1] 3
  17Q MUTATED 17Q WILD-TYPE 
          462           545 
  17Q MUTATED 17Q WILD-TYPE 
          462           545 
[1] "18P MUTATION ANALYSIS"
[1] 3
  18P MUTATED 18P WILD-TYPE 
          463           544 
  18P MUTATED 18P WILD-TYPE 
          463           544 
[1] "18Q MUTATION ANALYSIS"
[1] 3
  18Q MUTATED 18Q WILD-TYPE 
          443           564 
  18Q MUTATED 18Q WILD-TYPE 
          443           564 
[1] "19P MUTATION ANALYSIS"
[1] 3
  19P MUTATED 19P WILD-TYPE 
          350           657 
  19P MUTATED 19P WILD-TYPE 
          350           657 
[1] "19Q MUTATION ANALYSIS"
[1] 3
  19Q MUTATED 19Q WILD-TYPE 
          354           653 
  19Q MUTATED 19Q WILD-TYPE 
          354           653 
[1] "20P MUTATION ANALYSIS"
[1] 3
  20P MUTATED 20P WILD-TYPE 
          477           530 
  20P MUTATED 20P WILD-TYPE 
          477           530 
[1] "20Q MUTATION ANALYSIS"
[1] 3
  20Q MUTATED 20Q WILD-TYPE 
          473           534 
  20Q MUTATED 20Q WILD-TYPE 
          473           534 
[1] "21Q MUTATION ANALYSIS"
[1] 3
  21Q MUTATED 21Q WILD-TYPE 
          350           657 
  21Q MUTATED 21Q WILD-TYPE 
          350           657 
[1] "22Q MUTATION ANALYSIS"
[1] 3
  22Q MUTATED 22Q WILD-TYPE 
          545           462 
  22Q MUTATED 22Q WILD-TYPE 
          545           462 
[1] "XQ MUTATION ANALYSIS"
[1] 3
  XQ MUTATED XQ WILD-TYPE 
         299          708 
  XQ MUTATED XQ WILD-TYPE 
         299          708 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
 [1] "MRNA_CNMF"                   "MRNA_CHIERARCHICAL"         
 [3] "CN_CNMF"                     "METHLYATION_CNMF"           
 [5] "RPPA_CNMF"                   "RPPA_CHIERARCHICAL"         
 [7] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
 [9] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[11] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"

Input Data has 12 rows and 1007 columns.

Variable 1:'MRNA_CNMF':	nDistinctValues=8,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'MRNA_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'CN_CNMF':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'METHLYATION_CNMF':	nDistinctValues=6,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'RPPA_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'RPPA_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MRNASEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 9:'MIRSEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 10:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 11:'MIRSEQ_MATURE_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 12:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
 [1] "MRNA_CNMF"                   "MRNA_CHIERARCHICAL"         
 [3] "CN_CNMF"                     "METHLYATION_CNMF"           
 [5] "RPPA_CNMF"                   "RPPA_CHIERARCHICAL"         
 [7] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
 [9] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[11] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 1007 columns, 0 survival variables, and 12 non-survival variables.
MRNA_CNMF, nv=8, binary=FALSE, numeric=FALSE
MRNA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
CN_CNMF, nv=5, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=6, binary=FALSE, numeric=FALSE
RPPA_CNMF, nv=3, binary=FALSE, numeric=FALSE
RPPA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=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 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1P MUTATED        5      9     51     50     35     48      9     12
  1P WILD-TYPE     16     27     68     46     74     24     11     28
D1V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       33     65    121
  1P WILD-TYPE     89     60    145
D1V2, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         33           89
  CLUS_2         65           60
  CLUS_3        121          145
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P MUTATED       79    131     57    134     20
  1P WILD-TYPE    292    127     40    102     25
D1V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1P MUTATED       60     41     56     68     12     42
  1P WILD-TYPE     56    114     52     71     43     70
D1V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       83     51     35
  1P WILD-TYPE     64     82     82
D1V5, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         83           64
  CLUS_2         51           82
  CLUS_3         35           82
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       70     33     66
  1P WILD-TYPE     91     77     60
D1V6, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         70           91
  CLUS_2         33           77
  CLUS_3         66           60
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED      147     46    226
  1P WILD-TYPE    126    140    316
D1V7, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1        147          126
  CLUS_2         46          140
  CLUS_3        226          316
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED      118    210     91
  1P WILD-TYPE    115    229    238
D1V8, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1        118          115
  CLUS_2        210          229
  CLUS_3         91          238
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED      156     93    158
  1P WILD-TYPE    242    194    134
D1V9, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1        156          242
  CLUS_2         93          194
  CLUS_3        158          134
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED      137    126    144
  1P WILD-TYPE    115    173    282
D1V10, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1        137          115
  CLUS_2        126          173
  CLUS_3        144          282
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       87     68    105
  1P WILD-TYPE    163    151     93
D1V11, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         87          163
  CLUS_2         68          151
  CLUS_3        105           93
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       75     56    129
  1P WILD-TYPE     70    121    216
D1V12, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         75           70
  CLUS_2         56          121
  CLUS_3        129          216

Clustering(2) Variable = 1Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  1Q MUTATED       14     19     72     70     90     57     12     29
  1Q WILD-TYPE      7     17     47     26     19     15      8     11
D2V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       78     87    198
  1Q WILD-TYPE     44     38     68
D2V2, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         78           44
  CLUS_2         87           38
  CLUS_3        198           68
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q MUTATED      223    189     97    166     31
  1Q WILD-TYPE    148     69      0     70     14
D2V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  1Q MUTATED       82    128     86     86     32     63
  1Q WILD-TYPE     34     27     22     53     23     49
D2V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED      106     99     76
  1Q WILD-TYPE     41     34     41
D2V5, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1        106           41
  CLUS_2         99           34
  CLUS_3         76           41
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED      122     70     89
  1Q WILD-TYPE     39     40     37
D2V6, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1        122           39
  CLUS_2         70           40
  CLUS_3         89           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED      191    125    387
  1Q WILD-TYPE     82     61    155
D2V7, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1        191           82
  CLUS_2        125           61
  CLUS_3        387          155
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED      158    319    226
  1Q WILD-TYPE     75    120    103
D2V8, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1        158           75
  CLUS_2        319          120
  CLUS_3        226          103
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED      280    200    203
  1Q WILD-TYPE    118     87     89
D2V9, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1        280          118
  CLUS_2        200           87
  CLUS_3        203           89
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED      179    193    311
  1Q WILD-TYPE     73    106    115
D2V10, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1        179           73
  CLUS_2        193          106
  CLUS_3        311          115
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED      168    153    138
  1Q WILD-TYPE     82     66     60
D2V11, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1        168           82
  CLUS_2        153           66
  CLUS_3        138           60
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       98    126    235
  1Q WILD-TYPE     47     51    110
D2V12, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         98           47
  CLUS_2        126           51
  CLUS_3        235          110

Clustering(3) Variable = 2P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2P MUTATED        4     10     37     39     25     33      3      2
  2P WILD-TYPE     17     26     82     57     84     39     17     38
D3V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       16     51     86
  2P WILD-TYPE    106     74    180
D3V2, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         16          106
  CLUS_2         51           74
  CLUS_3         86          180
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P MUTATED       41     98     37     94     13
  2P WILD-TYPE    330    160     60    142     32
D3V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2P MUTATED       45     25     30     54      6     18
  2P WILD-TYPE     71    130     78     85     49     94
D3V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       62     38     20
  2P WILD-TYPE     85     95     97
D3V5, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         62           85
  CLUS_2         38           95
  CLUS_3         20           97
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       51     16     53
  2P WILD-TYPE    110     94     73
D3V6, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         51          110
  CLUS_2         16           94
  CLUS_3         53           73
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED      108     19    153
  2P WILD-TYPE    165    167    389
D3V7, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1        108          165
  CLUS_2         19          167
  CLUS_3        153          389
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       91    145     44
  2P WILD-TYPE    142    294    285
D3V8, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         91          142
  CLUS_2        145          294
  CLUS_3         44          285
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED      113     42    116
  2P WILD-TYPE    285    245    176
D3V9, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1        113          285
  CLUS_2         42          245
  CLUS_3        116          176
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED      101     95     75
  2P WILD-TYPE    151    204    351
D3V10, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1        101          151
  CLUS_2         95          204
  CLUS_3         75          351
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       66     30     86
  2P WILD-TYPE    184    189    112
D3V11, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         66          184
  CLUS_2         30          189
  CLUS_3         86          112
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       58     28     96
  2P WILD-TYPE     87    149    249
D3V12, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         58           87
  CLUS_2         28          149
  CLUS_3         96          249

Clustering(4) Variable = 2Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  2Q MUTATED        4     10     35     32     26     31      3      2
  2Q WILD-TYPE     17     26     84     64     83     41     17     38
D4V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       16     43     84
  2Q WILD-TYPE    106     82    182
D4V2, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         16          106
  CLUS_2         43           82
  CLUS_3         84          182
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q MUTATED       38     93     38     81     12
  2Q WILD-TYPE    333    165     59    155     33
D4V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  2Q MUTATED       39     24     27     51      5     14
  2Q WILD-TYPE     77    131     81     88     50     98
D4V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       57     38     14
  2Q WILD-TYPE     90     95    103
D4V5, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         57           90
  CLUS_2         38           95
  CLUS_3         14          103
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       50     13     46
  2Q WILD-TYPE    111     97     80
D4V6, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         50          111
  CLUS_2         13           97
  CLUS_3         46           80
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       95     20    144
  2Q WILD-TYPE    178    166    398
D4V7, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         95          178
  CLUS_2         20          166
  CLUS_3        144          398
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       76    138     45
  2Q WILD-TYPE    157    301    284
D4V8, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         76          157
  CLUS_2        138          301
  CLUS_3         45          284
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED      109     42    101
  2Q WILD-TYPE    289    245    191
D4V9, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1        109          289
  CLUS_2         42          245
  CLUS_3        101          191
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       87     92     73
  2Q WILD-TYPE    165    207    353
D4V10, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         87          165
  CLUS_2         92          207
  CLUS_3         73          353
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       66     30     79
  2Q WILD-TYPE    184    189    119
D4V11, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         66          184
  CLUS_2         30          189
  CLUS_3         79          119
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       53     28     94
  2Q WILD-TYPE     92    149    251
D4V12, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         53           92
  CLUS_2         28          149
  CLUS_3         94          251

Clustering(5) Variable = 3P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3P MUTATED        4     13     42     48     20     32     12      4
  3P WILD-TYPE     17     23     77     48     89     40      8     36
D5V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       23     63     89
  3P WILD-TYPE     99     62    177
D5V2, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         23           99
  CLUS_2         63           62
  CLUS_3         89          177
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P MUTATED       38    100     36    120     14
  3P WILD-TYPE    333    158     61    116     31
D5V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3P MUTATED       63     17     39     45      8     19
  3P WILD-TYPE     53    138     69     94     47     93
D5V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       71     42     29
  3P WILD-TYPE     76     91     88
D5V5, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         71           76
  CLUS_2         42           91
  CLUS_3         29           88
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       53     27     62
  3P WILD-TYPE    108     83     64
D5V6, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         53          108
  CLUS_2         27           83
  CLUS_3         62           64
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED      131     24    150
  3P WILD-TYPE    142    162    392
D5V7, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1        131          142
  CLUS_2         24          162
  CLUS_3        150          392
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED      113    138     54
  3P WILD-TYPE    120    301    275
D5V8, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1        113          120
  CLUS_2        138          301
  CLUS_3         54          275
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       98     52    144
  3P WILD-TYPE    300    235    148
D5V9, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         98          300
  CLUS_2         52          235
  CLUS_3        144          148
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED      121     91     82
  3P WILD-TYPE    131    208    344
D5V10, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1        121          131
  CLUS_2         91          208
  CLUS_3         82          344
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       59     37     97
  3P WILD-TYPE    191    182    101
D5V11, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         59          191
  CLUS_2         37          182
  CLUS_3         97          101
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       72     35     86
  3P WILD-TYPE     73    142    259
D5V12, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         72           73
  CLUS_2         35          142
  CLUS_3         86          259

Clustering(6) Variable = 3Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  3Q MUTATED        2     10     43     45     18     31     11      2
  3Q WILD-TYPE     19     26     76     51     91     41      9     38
D6V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       15     60     87
  3Q WILD-TYPE    107     65    179
D6V2, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         15          107
  CLUS_2         60           65
  CLUS_3         87          179
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q MUTATED       33     94     35    120     14
  3Q WILD-TYPE    338    164     62    116     31
D6V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  3Q MUTATED       65     17     34     43      9     15
  3Q WILD-TYPE     51    138     74     96     46     97
D6V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       66     40     27
  3Q WILD-TYPE     81     93     90
D6V5, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         66           81
  CLUS_2         40           93
  CLUS_3         27           90
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       50     28     55
  3Q WILD-TYPE    111     82     71
D6V6, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         50          111
  CLUS_2         28           82
  CLUS_3         55           71
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED      127     19    148
  3Q WILD-TYPE    146    167    394
D6V7, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1        127          146
  CLUS_2         19          167
  CLUS_3        148          394
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED      111    138     45
  3Q WILD-TYPE    122    301    284
D6V8, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1        111          122
  CLUS_2        138          301
  CLUS_3         45          284
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       95     46    143
  3Q WILD-TYPE    303    241    149
D6V9, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         95          303
  CLUS_2         46          241
  CLUS_3        143          149
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED      121     89     74
  3Q WILD-TYPE    131    210    352
D6V10, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1        121          131
  CLUS_2         89          210
  CLUS_3         74          352
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       56     34     98
  3Q WILD-TYPE    194    185    100
D6V11, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         56          194
  CLUS_2         34          185
  CLUS_3         98          100
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       74     33     81
  3Q WILD-TYPE     71    144    264
D6V12, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         74           71
  CLUS_2         33          144
  CLUS_3         81          264

Clustering(7) Variable = 4P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4P MUTATED        5      9     45     62     25     45      8      9
  4P WILD-TYPE     16     27     74     34     84     27     12     31
D7V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       24     80    104
  4P WILD-TYPE     98     45    162
D7V2, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         24           98
  CLUS_2         80           45
  CLUS_3        104          162
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P MUTATED       58    114     48    165     18
  4P WILD-TYPE    313    144     49     71     27
D7V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4P MUTATED       86     37     45     55     11     31
  4P WILD-TYPE     30    118     63     84     44     81
D7V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       84     51     32
  4P WILD-TYPE     63     82     85
D7V5, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         84           63
  CLUS_2         51           82
  CLUS_3         32           85
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       60     34     73
  4P WILD-TYPE    101     76     53
D7V6, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         60          101
  CLUS_2         34           76
  CLUS_3         73           53
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED      178     31    190
  4P WILD-TYPE     95    155    352
D7V7, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1        178           95
  CLUS_2         31          155
  CLUS_3        190          352
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED      155    173     71
  4P WILD-TYPE     78    266    258
D7V8, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1        155           78
  CLUS_2        173          266
  CLUS_3         71          258
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED      145     63    178
  4P WILD-TYPE    253    224    114
D7V9, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1        145          253
  CLUS_2         63          224
  CLUS_3        178          114
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED      167    113    106
  4P WILD-TYPE     85    186    320
D7V10, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1        167           85
  CLUS_2        113          186
  CLUS_3        106          320
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       87     47    128
  4P WILD-TYPE    163    172     70
D7V11, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         87          163
  CLUS_2         47          172
  CLUS_3        128           70
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       97     39    126
  4P WILD-TYPE     48    138    219
D7V12, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         97           48
  CLUS_2         39          138
  CLUS_3        126          219

Clustering(8) Variable = 4Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  4Q MUTATED        5      9     46     48     24     38      7      9
  4Q WILD-TYPE     16     27     73     48     85     34     13     31
D8V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       23     64     99
  4Q WILD-TYPE     99     61    167
D8V2, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         23           99
  CLUS_2         64           61
  CLUS_3         99          167
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q MUTATED       53    104     47    140     18
  4Q WILD-TYPE    318    154     50     96     27
D8V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  4Q MUTATED       73     37     39     49     11     29
  4Q WILD-TYPE     43    118     69     90     44     83
D8V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       70     49     33
  4Q WILD-TYPE     77     84     84
D8V5, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         70           77
  CLUS_2         49           84
  CLUS_3         33           84
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       59     34     59
  4Q WILD-TYPE    102     76     67
D8V6, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         59          102
  CLUS_2         34           76
  CLUS_3         59           67
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED      149     27    182
  4Q WILD-TYPE    124    159    360
D8V7, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1        149          124
  CLUS_2         27          159
  CLUS_3        182          360
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED      129    163     66
  4Q WILD-TYPE    104    276    263
D8V8, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1        129          104
  CLUS_2        163          276
  CLUS_3         66          263
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED      137     60    148
  4Q WILD-TYPE    261    227    144
D8V9, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1        137          261
  CLUS_2         60          227
  CLUS_3        148          144
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED      140    102    103
  4Q WILD-TYPE    112    197    323
D8V10, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1        140          112
  CLUS_2        102          197
  CLUS_3        103          323
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       81     43    106
  4Q WILD-TYPE    169    176     92
D8V11, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         81          169
  CLUS_2         43          176
  CLUS_3        106           92
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       77     35    118
  4Q WILD-TYPE     68    142    227
D8V12, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         77           68
  CLUS_2         35          142
  CLUS_3        118          227

Clustering(9) Variable = 5P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5P MUTATED        6     15     41     63     36     39     13     10
  5P WILD-TYPE     15     21     78     33     73     33      7     30
D9V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       44     79    100
  5P WILD-TYPE     78     46    166
D9V2, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         44           78
  CLUS_2         79           46
  CLUS_3        100          166
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P MUTATED       68    124     55    156     20
  5P WILD-TYPE    303    134     42     80     25
D9V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5P MUTATED       84     43     49     53     13     38
  5P WILD-TYPE     32    112     59     86     42     74
D9V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       83     51     46
  5P WILD-TYPE     64     82     71
D9V5, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         83           64
  CLUS_2         51           82
  CLUS_3         46           71
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       66     42     72
  5P WILD-TYPE     95     68     54
D9V6, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         66           95
  CLUS_2         42           68
  CLUS_3         72           54
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED      170     55    195
  5P WILD-TYPE    103    131    347
D9V7, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1        170          103
  CLUS_2         55          131
  CLUS_3        195          347
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED      148    179     93
  5P WILD-TYPE     85    260    236
D9V8, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1        148           85
  CLUS_2        179          260
  CLUS_3         93          236
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED      148     87    175
  5P WILD-TYPE    250    200    117
D9V9, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1        148          250
  CLUS_2         87          200
  CLUS_3        175          117
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED      165    112    133
  5P WILD-TYPE     87    187    293
D9V10, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1        165           87
  CLUS_2        112          187
  CLUS_3        133          293
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       95     57    125
  5P WILD-TYPE    155    162     73
D9V11, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         95          155
  CLUS_2         57          162
  CLUS_3        125           73
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       95     49    133
  5P WILD-TYPE     50    128    212
D9V12, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         95           50
  CLUS_2         49          128
  CLUS_3        133          212

Clustering(10) Variable = 5Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  5Q MUTATED        7     13     38     68     33     36     11      7
  5Q WILD-TYPE     14     23     81     28     76     36      9     33
D10V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       37     81     95
  5Q WILD-TYPE     85     44    171
D10V2, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         37           85
  CLUS_2         81           44
  CLUS_3         95          171
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q MUTATED       63    107     53    168     20
  5Q WILD-TYPE    308    151     44     68     25
D10V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  5Q MUTATED       93     40     41     55     11     38
  5Q WILD-TYPE     23    115     67     84     44     74
D10V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       83     48     45
  5Q WILD-TYPE     64     85     72
D10V5, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         83           64
  CLUS_2         48           85
  CLUS_3         45           72
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       63     39     74
  5Q WILD-TYPE     98     71     52
D10V6, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         63           98
  CLUS_2         39           71
  CLUS_3         74           52
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED      178     48    183
  5Q WILD-TYPE     95    138    359
D10V7, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1        178           95
  CLUS_2         48          138
  CLUS_3        183          359
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED      158    166     85
  5Q WILD-TYPE     75    273    244
D10V8, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1        158           75
  CLUS_2        166          273
  CLUS_3         85          244
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED      130     79    188
  5Q WILD-TYPE    268    208    104
D10V9, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1        130          268
  CLUS_2         79          208
  CLUS_3        188          104
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED      173    103    121
  5Q WILD-TYPE     79    196    305
D10V10, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1        173           79
  CLUS_2        103          196
  CLUS_3        121          305
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       88     55    128
  5Q WILD-TYPE    162    164     70
D10V11, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         88          162
  CLUS_2         55          164
  CLUS_3        128           70
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED      102     46    123
  5Q WILD-TYPE     43    131    222
D10V12, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1        102           43
  CLUS_2         46          131
  CLUS_3        123          222

Clustering(11) Variable = 6P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6P MUTATED        7     12     48     45     32     30      9     11
  6P WILD-TYPE     14     24     71     51     77     42     11     29
D11V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       33     52    109
  6P WILD-TYPE     89     73    157
D11V2, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         33           89
  CLUS_2         52           73
  CLUS_3        109          157
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P MUTATED       54    120     40    133     23
  6P WILD-TYPE    317    138     57    103     22
D11V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6P MUTATED       67     28     43     68      6     31
  6P WILD-TYPE     49    127     65     71     49     81
D11V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       70     45     37
  6P WILD-TYPE     77     88     80
D11V5, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         70           77
  CLUS_2         45           88
  CLUS_3         37           80
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       64     35     53
  6P WILD-TYPE     97     75     73
D11V6, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         64           97
  CLUS_2         35           75
  CLUS_3         53           73
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED      131     36    200
  6P WILD-TYPE    142    150    342
D11V7, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1        131          142
  CLUS_2         36          150
  CLUS_3        200          342
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED      115    182     70
  6P WILD-TYPE    118    257    259
D11V8, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1        115          118
  CLUS_2        182          257
  CLUS_3         70          259
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED      138     69    148
  6P WILD-TYPE    260    218    144
D11V9, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1        138          260
  CLUS_2         69          218
  CLUS_3        148          144
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED      125    120    110
  6P WILD-TYPE    127    179    316
D11V10, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1        125          127
  CLUS_2        120          179
  CLUS_3        110          316
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       84     50    104
  6P WILD-TYPE    166    169     94
D11V11, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         84          166
  CLUS_2         50          169
  CLUS_3        104           94
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       75     47    116
  6P WILD-TYPE     70    130    229
D11V12, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         75           70
  CLUS_2         47          130
  CLUS_3        116          229

Clustering(12) Variable = 6Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  6Q MUTATED        7     13     53     42     34     28      9     16
  6Q WILD-TYPE     14     23     66     54     75     44     11     24
D12V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       42     48    112
  6Q WILD-TYPE     80     77    154
D12V2, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         42           80
  CLUS_2         48           77
  CLUS_3        112          154
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q MUTATED       76    133     41    120     26
  6Q WILD-TYPE    295    125     56    116     19
D12V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  6Q MUTATED       59     46     43     74      9     34
  6Q WILD-TYPE     57    109     65     65     46     78
D12V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       71     50     39
  6Q WILD-TYPE     76     83     78
D12V5, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         71           76
  CLUS_2         50           83
  CLUS_3         39           78
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       64     42     54
  6Q WILD-TYPE     97     68     72
D12V6, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         64           97
  CLUS_2         42           68
  CLUS_3         54           72
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED      122     56    215
  6Q WILD-TYPE    151    130    327
D12V7, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1        122          151
  CLUS_2         56          130
  CLUS_3        215          327
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED      104    188    101
  6Q WILD-TYPE    129    251    228
D12V8, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1        104          129
  CLUS_2        188          251
  CLUS_3        101          228
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED      145     95    144
  6Q WILD-TYPE    253    192    148
D12V9, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1        145          253
  CLUS_2         95          192
  CLUS_3        144          148
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED      113    133    138
  6Q WILD-TYPE    139    166    288
D12V10, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1        113          139
  CLUS_2        133          166
  CLUS_3        138          288
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       98     66     99
  6Q WILD-TYPE    152    153     99
D12V11, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         98          152
  CLUS_2         66          153
  CLUS_3         99           99
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       71     59    133
  6Q WILD-TYPE     74    118    212
D12V12, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         71           74
  CLUS_2         59          118
  CLUS_3        133          212

Clustering(13) Variable = 7P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7P MUTATED        6     12     46     50     38     40      8      7
  7P WILD-TYPE     15     24     73     46     71     32     12     33
D13V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       36     64    107
  7P WILD-TYPE     86     61    159
D13V2, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         36           86
  CLUS_2         64           61
  CLUS_3        107          159
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P MUTATED       81    111     56    130     17
  7P WILD-TYPE    290    147     41    106     28
D13V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7P MUTATED       69     43     47     60     14     28
  7P WILD-TYPE     47    112     61     79     41     84
D13V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       70     48     42
  7P WILD-TYPE     77     85     75
D13V5, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         70           77
  CLUS_2         48           85
  CLUS_3         42           75
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       57     40     63
  7P WILD-TYPE    104     70     63
D13V6, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         57          104
  CLUS_2         40           70
  CLUS_3         63           63
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED      143     46    202
  7P WILD-TYPE    130    140    340
D13V7, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1        143          130
  CLUS_2         46          140
  CLUS_3        202          340
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED      123    185     83
  7P WILD-TYPE    110    254    246
D13V8, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1        123          110
  CLUS_2        185          254
  CLUS_3         83          246
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED      143     85    149
  7P WILD-TYPE    255    202    143
D13V9, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1        143          255
  CLUS_2         85          202
  CLUS_3        149          143
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED      129    115    133
  7P WILD-TYPE    123    184    293
D13V10, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1        129          123
  CLUS_2        115          184
  CLUS_3        133          293
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       87     68     99
  7P WILD-TYPE    163    151     99
D13V11, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         87          163
  CLUS_2         68          151
  CLUS_3         99           99
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       73     57    124
  7P WILD-TYPE     72    120    221
D13V12, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         73           72
  CLUS_2         57          120
  CLUS_3        124          221

Clustering(14) Variable = 7Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  7Q MUTATED        7     11     39     42     38     36      8      7
  7Q WILD-TYPE     14     25     80     54     71     36     12     33
D14V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       32     53    103
  7Q WILD-TYPE     90     72    163
D14V2, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         32           90
  CLUS_2         53           72
  CLUS_3        103          163
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q MUTATED       78    103     54    111     14
  7Q WILD-TYPE    293    155     43    125     31
D14V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  7Q MUTATED       61     42     39     51     14     24
  7Q WILD-TYPE     55    113     69     88     41     88
D14V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       61     48     31
  7Q WILD-TYPE     86     85     86
D14V5, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         61           86
  CLUS_2         48           85
  CLUS_3         31           86
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       55     31     54
  7Q WILD-TYPE    106     79     72
D14V6, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         55          106
  CLUS_2         31           79
  CLUS_3         54           72
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED      123     43    190
  7Q WILD-TYPE    150    143    352
D14V7, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1        123          150
  CLUS_2         43          143
  CLUS_3        190          352
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED      108    175     73
  7Q WILD-TYPE    125    264    256
D14V8, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1        108          125
  CLUS_2        175          264
  CLUS_3         73          256
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED      127     83    134
  7Q WILD-TYPE    271    204    158
D14V9, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1        127          271
  CLUS_2         83          204
  CLUS_3        134          158
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED      121     97    126
  7Q WILD-TYPE    131    202    300
D14V10, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1        121          131
  CLUS_2         97          202
  CLUS_3        126          300
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       80     65     89
  7Q WILD-TYPE    170    154    109
D14V11, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         80          170
  CLUS_2         65          154
  CLUS_3         89          109
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       68     53    113
  7Q WILD-TYPE     77    124    232
D14V12, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         68           77
  CLUS_2         53          124
  CLUS_3        113          232

Clustering(15) Variable = 8P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8P MUTATED       12     18     94     73     52     56     15     21
  8P WILD-TYPE      9     18     25     23     57     16      5     19
D15V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       61     95    185
  8P WILD-TYPE     61     30     81
D15V2, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         61           61
  CLUS_2         95           30
  CLUS_3        185           81
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P MUTATED      154    194     58    193     42
  8P WILD-TYPE    217     64     39     43      3
D15V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8P MUTATED       96     60     72    107     25     60
  8P WILD-TYPE     20     95     36     32     30     52
D15V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED      105     83     81
  8P WILD-TYPE     42     50     36
D15V5, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1        105           42
  CLUS_2         83           50
  CLUS_3         81           36
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED      104     71     94
  8P WILD-TYPE     57     39     32
D15V6, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1        104           57
  CLUS_2         71           39
  CLUS_3         94           32
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED      209     80    347
  8P WILD-TYPE     64    106    195
D15V7, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1        209           64
  CLUS_2         80          106
  CLUS_3        347          195
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED      179    300    157
  8P WILD-TYPE     54    139    172
D15V8, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1        179           54
  CLUS_2        300          139
  CLUS_3        157          172
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED      251    144    227
  8P WILD-TYPE    147    143     65
D15V9, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1        251          147
  CLUS_2        144          143
  CLUS_3        227           65
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED      203    195    224
  8P WILD-TYPE     49    104    202
D15V10, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1        203           49
  CLUS_2        195          104
  CLUS_3        224          202
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED      155    102    159
  8P WILD-TYPE     95    117     39
D15V11, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1        155           95
  CLUS_2        102          117
  CLUS_3        159           39
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED      115     92    209
  8P WILD-TYPE     30     85    136
D15V12, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1        115           30
  CLUS_2         92           85
  CLUS_3        209          136

Clustering(16) Variable = 8Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  8Q MUTATED       15     17     85     68     50     49     16     16
  8Q WILD-TYPE      6     19     34     28     59     23      4     24
D16V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       56     87    173
  8Q WILD-TYPE     66     38     93
D16V2, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         56           66
  CLUS_2         87           38
  CLUS_3        173           93
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q MUTATED      127    183     55    173     43
  8Q WILD-TYPE    244     75     42     63      2
D16V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  8Q MUTATED       91     45     64     99     22     55
  8Q WILD-TYPE     25    110     44     40     33     57
D16V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       96     71     74
  8Q WILD-TYPE     51     62     43
D16V5, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         96           51
  CLUS_2         71           62
  CLUS_3         74           43
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       92     63     86
  8Q WILD-TYPE     69     47     40
D16V6, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         92           69
  CLUS_2         63           47
  CLUS_3         86           40
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED      187     69    321
  8Q WILD-TYPE     86    117    221
D16V7, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1        187           86
  CLUS_2         69          117
  CLUS_3        321          221
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED      165    273    139
  8Q WILD-TYPE     68    166    190
D16V8, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1        165           68
  CLUS_2        273          166
  CLUS_3        139          190
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED      231    118    212
  8Q WILD-TYPE    167    169     80
D16V9, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1        231          167
  CLUS_2        118          169
  CLUS_3        212           80
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED      186    180    195
  8Q WILD-TYPE     66    119    231
D16V10, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1        186           66
  CLUS_2        180          119
  CLUS_3        195          231
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED      141     84    148
  8Q WILD-TYPE    109    135     50
D16V11, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1        141          109
  CLUS_2         84          135
  CLUS_3        148           50
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED      108     75    190
  8Q WILD-TYPE     37    102    155
D16V12, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1        108           37
  CLUS_2         75          102
  CLUS_3        190          155

Clustering(17) Variable = 9P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9P MUTATED        8     12     56     64     32     42      9     11
  9P WILD-TYPE     13     24     63     32     77     30     11     29
D17V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       33     78    123
  9P WILD-TYPE     89     47    143
D17V2, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         33           89
  CLUS_2         78           47
  CLUS_3        123          143
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P MUTATED       58    156     46    150     17
  9P WILD-TYPE    313    102     51     86     28
D17V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9P MUTATED       74     33     49     81     12     27
  9P WILD-TYPE     42    122     59     58     43     85
D17V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       96     49     42
  9P WILD-TYPE     51     84     75
D17V5, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         96           51
  CLUS_2         49           84
  CLUS_3         42           75
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       66     41     80
  9P WILD-TYPE     95     69     46
D17V6, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         66           95
  CLUS_2         41           69
  CLUS_3         80           46
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED      156     38    231
  9P WILD-TYPE    117    148    311
D17V7, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1        156          117
  CLUS_2         38          148
  CLUS_3        231          311
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED      136    208     81
  9P WILD-TYPE     97    231    248
D17V8, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1        136           97
  CLUS_2        208          231
  CLUS_3         81          248
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED      170     70    172
  9P WILD-TYPE    228    217    120
D17V9, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1        170          228
  CLUS_2         70          217
  CLUS_3        172          120
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED      156    131    125
  9P WILD-TYPE     96    168    301
D17V10, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1        156           96
  CLUS_2        131          168
  CLUS_3        125          301
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED      103     52    119
  9P WILD-TYPE    147    167     79
D17V11, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1        103          147
  CLUS_2         52          167
  CLUS_3        119           79
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       82     43    149
  9P WILD-TYPE     63    134    196
D17V12, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         82           63
  CLUS_2         43          134
  CLUS_3        149          196

Clustering(18) Variable = 9Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  9Q MUTATED        8      8     48     57     34     31      9      9
  9Q WILD-TYPE     13     28     71     39     75     41     11     31
D18V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       27     66    111
  9Q WILD-TYPE     95     59    155
D18V2, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         27           95
  CLUS_2         66           59
  CLUS_3        111          155
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q MUTATED       56    128     46    134     17
  9Q WILD-TYPE    315    130     51    102     28
D18V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  9Q MUTATED       70     34     43     70      8     26
  9Q WILD-TYPE     46    121     65     69     47     86
D18V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       80     43     35
  9Q WILD-TYPE     67     90     82
D18V5, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         80           67
  CLUS_2         43           90
  CLUS_3         35           82
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       55     31     72
  9Q WILD-TYPE    106     79     54
D18V6, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         55          106
  CLUS_2         31           79
  CLUS_3         72           54
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED      146     29    204
  9Q WILD-TYPE    127    157    338
D18V7, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1        146          127
  CLUS_2         29          157
  CLUS_3        204          338
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED      123    187     69
  9Q WILD-TYPE    110    252    260
D18V8, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1        123          110
  CLUS_2        187          252
  CLUS_3         69          260
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED      146     62    157
  9Q WILD-TYPE    252    225    135
D18V9, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1        146          252
  CLUS_2         62          225
  CLUS_3        157          135
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED      142    117    106
  9Q WILD-TYPE    110    182    320
D18V10, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1        142          110
  CLUS_2        117          182
  CLUS_3        106          320
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       87     49    109
  9Q WILD-TYPE    163    170     89
D18V11, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         87          163
  CLUS_2         49          170
  CLUS_3        109           89
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       77     37    131
  9Q WILD-TYPE     68    140    214
D18V12, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         77           68
  CLUS_2         37          140
  CLUS_3        131          214

Clustering(19) Variable = 10P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10P MUTATED        6      9     42     56     24     41      9      6
  10P WILD-TYPE     15     27     77     40     85     31     11     34
D19V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       28     71     94
  10P WILD-TYPE     94     54    172
D19V2, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          28            94
  CLUS_2          71            54
  CLUS_3          94           172
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P MUTATED       52    100     38    151     18
  10P WILD-TYPE    319    158     59     85     27
D19V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10P MUTATED       83     28     39     55     11     25
  10P WILD-TYPE     33    127     69     84     44     87
D19V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       79     41     34
  10P WILD-TYPE     68     92     83
D19V5, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          79            68
  CLUS_2          41            92
  CLUS_3          34            83
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       53     33     68
  10P WILD-TYPE    108     77     58
D19V6, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          53           108
  CLUS_2          33            77
  CLUS_3          68            58
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED      156     28    173
  10P WILD-TYPE    117    158    369
D19V7, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1         156           117
  CLUS_2          28           158
  CLUS_3         173           369
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED      134    156     67
  10P WILD-TYPE     99    283    262
D19V8, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1         134            99
  CLUS_2         156           283
  CLUS_3          67           262
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED      126     65    157
  10P WILD-TYPE    272    222    135
D19V9, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1         126           272
  CLUS_2          65           222
  CLUS_3         157           135
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED      149    104     95
  10P WILD-TYPE    103    195    331
D19V10, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1         149           103
  CLUS_2         104           195
  CLUS_3          95           331
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       76     46    108
  10P WILD-TYPE    174    173     90
D19V11, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          76           174
  CLUS_2          46           173
  CLUS_3         108            90
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       84     41    105
  10P WILD-TYPE     61    136    240
D19V12, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          84            61
  CLUS_2          41           136
  CLUS_3         105           240

Clustering(20) Variable = 10Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  10Q MUTATED        8      8     41     49     23     32      8      5
  10Q WILD-TYPE     13     28     78     47     86     40     12     35
D20V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       24     61     89
  10Q WILD-TYPE     98     64    177
D20V2, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          24            98
  CLUS_2          61            64
  CLUS_3          89           177
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q MUTATED       47     97     37    127     19
  10Q WILD-TYPE    324    161     60    109     26
D20V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  10Q MUTATED       68     24     41     57     10     19
  10Q WILD-TYPE     48    131     67     82     45     93
D20V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       76     36     31
  10Q WILD-TYPE     71     97     86
D20V5, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          76            71
  CLUS_2          36            97
  CLUS_3          31            86
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       52     28     63
  10Q WILD-TYPE    109     82     63
D20V6, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          52           109
  CLUS_2          28            82
  CLUS_3          63            63
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED      129     24    172
  10Q WILD-TYPE    144    162    370
D20V7, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1         129           144
  CLUS_2          24           162
  CLUS_3         172           370
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED      110    157     58
  10Q WILD-TYPE    123    282    271
D20V8, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1         110           123
  CLUS_2         157           282
  CLUS_3          58           271
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED      118     63    136
  10Q WILD-TYPE    280    224    156
D20V9, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1         118           280
  CLUS_2          63           224
  CLUS_3         136           156
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED      127     95     95
  10Q WILD-TYPE    125    204    331
D20V10, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1         127           125
  CLUS_2          95           204
  CLUS_3          95           331
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       74     45     98
  10Q WILD-TYPE    176    174    100
D20V11, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          74           176
  CLUS_2          45           174
  CLUS_3          98           100
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       71     43    103
  10Q WILD-TYPE     74    134    242
D20V12, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          71            74
  CLUS_2          43           134
  CLUS_3         103           242

Clustering(21) Variable = 11P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11P MUTATED        6     17     58     42     29     37      9     11
  11P WILD-TYPE     15     19     61     54     80     35     11     29
D21V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       40     58    111
  11P WILD-TYPE     82     67    155
D21V2, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          40            82
  CLUS_2          58            67
  CLUS_3         111           155
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P MUTATED       50    145     42    136     15
  11P WILD-TYPE    321    113     55    100     30
D21V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11P MUTATED       65     35     45     75     12     24
  11P WILD-TYPE     51    120     63     64     43     88
D21V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       76     50     43
  11P WILD-TYPE     71     83     74
D21V5, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          76            71
  CLUS_2          50            83
  CLUS_3          43            74
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       61     44     64
  11P WILD-TYPE    100     66     62
D21V6, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          61           100
  CLUS_2          44            66
  CLUS_3          64            62
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED      140     36    212
  11P WILD-TYPE    133    150    330
D21V7, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1         140           133
  CLUS_2          36           150
  CLUS_3         212           330
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED      117    193     78
  11P WILD-TYPE    116    246    251
D21V8, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1         117           116
  CLUS_2         193           246
  CLUS_3          78           251
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED      151     70    151
  11P WILD-TYPE    247    217    141
D21V9, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1         151           247
  CLUS_2          70           217
  CLUS_3         151           141
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED      131    132    109
  11P WILD-TYPE    121    167    317
D21V10, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1         131           121
  CLUS_2         132           167
  CLUS_3         109           317
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED      100     45    103
  11P WILD-TYPE    150    174     95
D21V11, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1         100           150
  CLUS_2          45           174
  CLUS_3         103            95
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       76     36    136
  11P WILD-TYPE     69    141    209
D21V12, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          76            69
  CLUS_2          36           141
  CLUS_3         136           209

Clustering(22) Variable = 11Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  11Q MUTATED        8     21     73     36     36     38      9     15
  11Q WILD-TYPE     13     15     46     60     73     34     11     25
D22V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       51     52    133
  11Q WILD-TYPE     71     73    133
D22V2, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          51            71
  CLUS_2          52            73
  CLUS_3         133           133
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q MUTATED       71    179     46    127     17
  11Q WILD-TYPE    300     79     51    109     28
D22V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  11Q MUTATED       60     49     55     86     16     28
  11Q WILD-TYPE     56    106     53     53     39     84
D22V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       73     61     52
  11Q WILD-TYPE     74     72     65
D22V5, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          73            74
  CLUS_2          61            72
  CLUS_3          52            65
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       73     54     59
  11Q WILD-TYPE     88     56     67
D22V6, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          73            88
  CLUS_2          54            56
  CLUS_3          59            67
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED      128     57    254
  11Q WILD-TYPE    145    129    288
D22V7, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1         128           145
  CLUS_2          57           129
  CLUS_3         254           288
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED      107    216    116
  11Q WILD-TYPE    126    223    213
D22V8, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1         107           126
  CLUS_2         216           223
  CLUS_3         116           213
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED      172    103    148
  11Q WILD-TYPE    226    184    144
D22V9, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1         172           226
  CLUS_2         103           184
  CLUS_3         148           144
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED      123    156    144
  11Q WILD-TYPE    129    143    282
D22V10, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1         123           129
  CLUS_2         156           143
  CLUS_3         144           282
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED      114     69     95
  11Q WILD-TYPE    136    150    103
D22V11, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1         114           136
  CLUS_2          69           150
  CLUS_3          95           103
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       71     53    154
  11Q WILD-TYPE     74    124    191
D22V12, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          71            74
  CLUS_2          53           124
  CLUS_3         154           191

Clustering(23) Variable = 12P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12P MUTATED        5     12     45     58     24     32      7      6
  12P WILD-TYPE     16     24     74     38     85     40     13     34
D23V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       24     69     96
  12P WILD-TYPE     98     56    170
D23V2, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          24            98
  CLUS_2          69            56
  CLUS_3          96           170
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P MUTATED       50    120     40    138     12
  12P WILD-TYPE    321    138     57     98     33
D23V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12P MUTATED       75     27     35     66     13     22
  12P WILD-TYPE     41    128     73     73     42     90
D23V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       75     46     35
  12P WILD-TYPE     72     87     82
D23V5, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          75            72
  CLUS_2          46            87
  CLUS_3          35            82
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       58     29     69
  12P WILD-TYPE    103     81     57
D23V6, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          58           103
  CLUS_2          29            81
  CLUS_3          69            57
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED      150     31    178
  12P WILD-TYPE    123    155    364
D23V7, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1         150           123
  CLUS_2          31           155
  CLUS_3         178           364
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED      129    163     67
  12P WILD-TYPE    104    276    262
D23V8, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1         129           104
  CLUS_2         163           276
  CLUS_3          67           262
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED      122     65    158
  12P WILD-TYPE    276    222    134
D23V9, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1         122           276
  CLUS_2          65           222
  CLUS_3         158           134
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED      141    106     98
  12P WILD-TYPE    111    193    328
D23V10, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1         141           111
  CLUS_2         106           193
  CLUS_3          98           328
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       78     48    107
  12P WILD-TYPE    172    171     91
D23V11, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          78           172
  CLUS_2          48           171
  CLUS_3         107            91
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       77     43    113
  12P WILD-TYPE     68    134    232
D23V12, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          77            68
  CLUS_2          43           134
  CLUS_3         113           232

Clustering(24) Variable = 12Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  12Q MUTATED        3     10     40     44     22     28      4      6
  12Q WILD-TYPE     18     26     79     52     87     44     16     34
D24V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       20     53     84
  12Q WILD-TYPE    102     72    182
D24V2, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          20           102
  CLUS_2          53            72
  CLUS_3          84           182
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q MUTATED       40    109     39    103     12
  12Q WILD-TYPE    331    149     58    133     33
D24V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  12Q MUTATED       62     24     34     61      8     15
  12Q WILD-TYPE     54    131     74     78     47     97
D24V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       60     41     27
  12Q WILD-TYPE     87     92     90
D24V5, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          60            87
  CLUS_2          41            92
  CLUS_3          27            90
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       50     24     54
  12Q WILD-TYPE    111     86     72
D24V6, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          50           111
  CLUS_2          24            86
  CLUS_3          54            72
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED      116     25    160
  12Q WILD-TYPE    157    161    382
D24V7, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1         116           157
  CLUS_2          25           161
  CLUS_3         160           382
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       99    146     56
  12Q WILD-TYPE    134    293    273
D24V8, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          99           134
  CLUS_2         146           293
  CLUS_3          56           273
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED      106     57    126
  12Q WILD-TYPE    292    230    166
D24V9, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1         106           292
  CLUS_2          57           230
  CLUS_3         126           166
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED      108     92     89
  12Q WILD-TYPE    144    207    337
D24V10, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1         108           144
  CLUS_2          92           207
  CLUS_3          89           337
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       71     42     89
  12Q WILD-TYPE    179    177    109
D24V11, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          71           179
  CLUS_2          42           177
  CLUS_3          89           109
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       62     40    100
  12Q WILD-TYPE     83    137    245
D24V12, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          62            83
  CLUS_2          40           137
  CLUS_3         100           245

Clustering(25) Variable = 13Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  13Q MUTATED       10     17     73     65     42     44     10      8
  13Q WILD-TYPE     11     19     46     31     67     28     10     32
D25V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       39     85    145
  13Q WILD-TYPE     83     40    121
D25V2, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          39            83
  CLUS_2          85            40
  CLUS_3         145           121
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q MUTATED       84    167     60    156     30
  13Q WILD-TYPE    287     91     37     80     15
D25V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  13Q MUTATED       83     50     64     77     11     41
  13Q WILD-TYPE     33    105     44     62     44     71
D25V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       89     68     56
  13Q WILD-TYPE     58     65     61
D25V5, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          89            58
  CLUS_2          68            65
  CLUS_3          56            61
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       84     50     79
  13Q WILD-TYPE     77     60     47
D25V6, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          84            77
  CLUS_2          50            60
  CLUS_3          79            47
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED      178     50    266
  13Q WILD-TYPE     95    136    276
D25V7, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1         178            95
  CLUS_2          50           136
  CLUS_3         266           276
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED      156    233    105
  13Q WILD-TYPE     77    206    224
D25V8, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1         156            77
  CLUS_2         233           206
  CLUS_3         105           224
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED      194     98    192
  13Q WILD-TYPE    204    189    100
D25V9, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1         194           204
  CLUS_2          98           189
  CLUS_3         192           100
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED      170    156    158
  13Q WILD-TYPE     82    143    268
D25V10, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1         170            82
  CLUS_2         156           143
  CLUS_3         158           268
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED      107     76    131
  13Q WILD-TYPE    143    143     67
D25V11, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1         107           143
  CLUS_2          76           143
  CLUS_3         131            67
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       94     66    154
  13Q WILD-TYPE     51    111    191
D25V12, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          94            51
  CLUS_2          66           111
  CLUS_3         154           191

Clustering(26) Variable = 14Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  14Q MUTATED        6      9     46     56     25     34     12      6
  14Q WILD-TYPE     15     27     73     40     84     38      8     34
D26V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       28     69     97
  14Q WILD-TYPE     94     56    169
D26V2, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          28            94
  CLUS_2          69            56
  CLUS_3          97           169
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q MUTATED       57    114     41    150     17
  14Q WILD-TYPE    314    144     56     86     28
D26V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  14Q MUTATED       79     30     46     58     11     27
  14Q WILD-TYPE     37    125     62     81     44     85
D26V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       79     34     38
  14Q WILD-TYPE     68     99     79
D26V5, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          79            68
  CLUS_2          34            99
  CLUS_3          38            79
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       53     33     65
  14Q WILD-TYPE    108     77     61
D26V6, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          53           108
  CLUS_2          33            77
  CLUS_3          65            61
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED      155     30    192
  14Q WILD-TYPE    118    156    350
D26V7, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1         155           118
  CLUS_2          30           156
  CLUS_3         192           350
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED      140    168     69
  14Q WILD-TYPE     93    271    260
D26V8, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1         140            93
  CLUS_2         168           271
  CLUS_3          69           260
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED      139     64    163
  14Q WILD-TYPE    259    223    129
D26V9, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1         139           259
  CLUS_2          64           223
  CLUS_3         163           129
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED      152     98    116
  14Q WILD-TYPE    100    201    310
D26V10, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1         152           100
  CLUS_2          98           201
  CLUS_3         116           310
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       91     53    117
  14Q WILD-TYPE    159    166     81
D26V11, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          91           159
  CLUS_2          53           166
  CLUS_3         117            81
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       95     46    120
  14Q WILD-TYPE     50    131    225
D26V12, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          95            50
  CLUS_2          46           131
  CLUS_3         120           225

Clustering(27) Variable = 15Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  15Q MUTATED        6     13     42     56     25     42     12      7
  15Q WILD-TYPE     15     23     77     40     84     30      8     33
D27V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       28     70    105
  15Q WILD-TYPE     94     55    161
D27V2, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          28            94
  CLUS_2          70            55
  CLUS_3         105           161
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q MUTATED       56    107     52    157     15
  15Q WILD-TYPE    315    151     45     79     30
D27V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  15Q MUTATED       82     29     45     58     16     29
  15Q WILD-TYPE     34    126     63     81     39     83
D27V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       80     46     40
  15Q WILD-TYPE     67     87     77
D27V5, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          80            67
  CLUS_2          46            87
  CLUS_3          40            77
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       58     36     72
  15Q WILD-TYPE    103     74     54
D27V6, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          58           103
  CLUS_2          36            74
  CLUS_3          72            54
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED      159     28    197
  15Q WILD-TYPE    114    158    345
D27V7, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1         159           114
  CLUS_2          28           158
  CLUS_3         197           345
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED      136    180     68
  15Q WILD-TYPE     97    259    261
D27V8, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1         136            97
  CLUS_2         180           259
  CLUS_3          68           261
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED      143     66    163
  15Q WILD-TYPE    255    221    129
D27V9, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1         143           255
  CLUS_2          66           221
  CLUS_3         163           129
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED      154    103    115
  15Q WILD-TYPE     98    196    311
D27V10, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1         154            98
  CLUS_2         103           196
  CLUS_3         115           311
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       94     48    108
  15Q WILD-TYPE    156    171     90
D27V11, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          94           156
  CLUS_2          48           171
  CLUS_3         108            90
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       85     42    123
  15Q WILD-TYPE     60    135    222
D27V12, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          85            60
  CLUS_2          42           135
  CLUS_3         123           222

Clustering(28) Variable = 16P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16P MUTATED       12     17     70     55     84     48     15     20
  16P WILD-TYPE      9     19     49     41     25     24      5     20
D28V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       68     68    185
  16P WILD-TYPE     54     57     81
D28V2, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          68            54
  CLUS_2          68            57
  CLUS_3         185            81
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P MUTATED      188    164     82    142     27
  16P WILD-TYPE    183     94     15     94     18
D28V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16P MUTATED       66    102     74     73     19     53
  16P WILD-TYPE     50     53     34     66     36     59
D28V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       90     95     62
  16P WILD-TYPE     57     38     55
D28V5, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          90            57
  CLUS_2          95            38
  CLUS_3          62            55
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED      112     65     70
  16P WILD-TYPE     49     45     56
D28V6, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1         112            49
  CLUS_2          65            45
  CLUS_3          70            56
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED      144    102    353
  16P WILD-TYPE    129     84    189
D28V7, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1         144           129
  CLUS_2         102            84
  CLUS_3         353           189
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED      118    289    192
  16P WILD-TYPE    115    150    137
D28V8, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1         118           115
  CLUS_2         289           150
  CLUS_3         192           137
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED      251    170    164
  16P WILD-TYPE    147    117    128
D28V9, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1         251           147
  CLUS_2         170           117
  CLUS_3         164           128
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED      148    173    264
  16P WILD-TYPE    104    126    162
D28V10, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1         148           104
  CLUS_2         173           126
  CLUS_3         264           162
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED      151    136    109
  16P WILD-TYPE     99     83     89
D28V11, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1         151            99
  CLUS_2         136            83
  CLUS_3         109            89
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       76    111    209
  16P WILD-TYPE     69     66    136
D28V12, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          76            69
  CLUS_2         111            66
  CLUS_3         209           136

Clustering(29) Variable = 16Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  16Q MUTATED       14     25     80     44     94     48     16     33
  16Q WILD-TYPE      7     11     39     52     15     24      4      7
D29V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       91     60    203
  16Q WILD-TYPE     31     65     63
D29V2, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          91            31
  CLUS_2          60            65
  CLUS_3         203            63
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q MUTATED      253    180     87    134     33
  16Q WILD-TYPE    118     78     10    102     12
D29V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  16Q MUTATED       63    132     88     87     27     63
  16Q WILD-TYPE     53     23     20     52     28     49
D29V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       83    103     80
  16Q WILD-TYPE     64     30     37
D29V5, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          83            64
  CLUS_2         103            30
  CLUS_3          80            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED      123     80     63
  16Q WILD-TYPE     38     30     63
D29V6, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1         123            38
  CLUS_2          80            30
  CLUS_3          63            63
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED      139    145    399
  16Q WILD-TYPE    134     41    143
D29V7, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1         139           134
  CLUS_2         145            41
  CLUS_3         399           143
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED      113    316    254
  16Q WILD-TYPE    120    123     75
D29V8, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1         113           120
  CLUS_2         316           123
  CLUS_3         254            75
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED      290    215    162
  16Q WILD-TYPE    108     72    130
D29V9, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1         290           108
  CLUS_2         215            72
  CLUS_3         162           130
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED      142    186    339
  16Q WILD-TYPE    110    113     87
D29V10, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1         142           110
  CLUS_2         186           113
  CLUS_3         339            87
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED      174    167    113
  16Q WILD-TYPE     76     52     85
D29V11, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1         174            76
  CLUS_2         167            52
  CLUS_3         113            85
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       78    136    240
  16Q WILD-TYPE     67     41    105
D29V12, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          78            67
  CLUS_2         136            41
  CLUS_3         240           105

Clustering(30) Variable = 17P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17P MUTATED       14     28     89     69     37     62     15     23
  17P WILD-TYPE      7      8     30     27     72     10      5     17
D30V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       72     92    173
  17P WILD-TYPE     50     33     93
D30V2, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          72            50
  CLUS_2          92            33
  CLUS_3         173            93
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P MUTATED      150    212     58    195     29
  17P WILD-TYPE    221     46     39     41     16
D30V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17P MUTATED       88     71     75    113     27     55
  17P WILD-TYPE     28     84     33     26     28     57
D30V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED      121     73     70
  17P WILD-TYPE     26     60     47
D30V5, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1         121            26
  CLUS_2          73            60
  CLUS_3          70            47
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED      103     63     98
  17P WILD-TYPE     58     47     28
D30V6, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1         103            58
  CLUS_2          63            47
  CLUS_3          98            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED      207     94    339
  17P WILD-TYPE     66     92    203
D30V7, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1         207            66
  CLUS_2          94            92
  CLUS_3         339           203
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED      170    290    180
  17P WILD-TYPE     63    149    149
D30V8, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1         170            63
  CLUS_2         290           149
  CLUS_3         180           149
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED      248    151    224
  17P WILD-TYPE    150    136     68
D30V9, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1         248           150
  CLUS_2         151           136
  CLUS_3         224            68
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED      191    200    232
  17P WILD-TYPE     61     99    194
D30V10, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1         191            61
  CLUS_2         200            99
  CLUS_3         232           194
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED      153    114    154
  17P WILD-TYPE     97    105     44
D30V11, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1         153            97
  CLUS_2         114           105
  CLUS_3         154            44
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED      105     96    220
  17P WILD-TYPE     40     81    125
D30V12, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1         105            40
  CLUS_2          96            81
  CLUS_3         220           125

Clustering(31) Variable = 17Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  17Q MUTATED        7     12     69     59     22     45      9     17
  17Q WILD-TYPE     14     24     50     37     87     27     11     23
D31V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       39     77    124
  17Q WILD-TYPE     83     48    142
D31V2, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          39            83
  CLUS_2          77            48
  CLUS_3         124           142
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q MUTATED       86    164     42    150     20
  17Q WILD-TYPE    285     94     55     86     25
D31V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  17Q MUTATED       71     39     46     85     13     45
  17Q WILD-TYPE     45    116     62     54     42     67
D31V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       96     46     51
  17Q WILD-TYPE     51     87     66
D31V5, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          96            51
  CLUS_2          46            87
  CLUS_3          51            66
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       65     48     80
  17Q WILD-TYPE     96     62     46
D31V6, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          65            96
  CLUS_2          48            62
  CLUS_3          80            46
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED      162     55    241
  17Q WILD-TYPE    111    131    301
D31V7, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1         162           111
  CLUS_2          55           131
  CLUS_3         241           301
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED      138    210    110
  17Q WILD-TYPE     95    229    219
D31V8, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1         138            95
  CLUS_2         210           229
  CLUS_3         110           219
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED      172    101    174
  17Q WILD-TYPE    226    186    118
D31V9, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1         172           226
  CLUS_2         101           186
  CLUS_3         174           118
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED      153    156    138
  17Q WILD-TYPE     99    143    288
D31V10, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1         153            99
  CLUS_2         156           143
  CLUS_3         138           288
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED      108     78    124
  17Q WILD-TYPE    142    141     74
D31V11, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1         108           142
  CLUS_2          78           141
  CLUS_3         124            74
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       82     61    167
  17Q WILD-TYPE     63    116    178
D31V12, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          82            63
  CLUS_2          61           116
  CLUS_3         167           178

Clustering(32) Variable = 18P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18P MUTATED        7     12     55     62     35     48     13     14
  18P WILD-TYPE     14     24     64     34     74     24      7     26
D32V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       39     80    127
  18P WILD-TYPE     83     45    139
D32V2, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          39            83
  CLUS_2          80            45
  CLUS_3         127           139
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P MUTATED       78    145     59    161     20
  18P WILD-TYPE    293    113     38     75     25
D32V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18P MUTATED       76     38     59     74     13     39
  18P WILD-TYPE     40    117     49     65     42     73
D32V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       92     54     48
  18P WILD-TYPE     55     79     69
D32V5, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          92            55
  CLUS_2          54            79
  CLUS_3          48            69
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       72     42     80
  18P WILD-TYPE     89     68     46
D32V6, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          72            89
  CLUS_2          42            68
  CLUS_3          80            46
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED      173     43    244
  18P WILD-TYPE    100    143    298
D32V7, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1         173           100
  CLUS_2          43           143
  CLUS_3         244           298
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED      149    216     95
  18P WILD-TYPE     84    223    234
D32V8, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1         149            84
  CLUS_2         216           223
  CLUS_3          95           234
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED      172     90    185
  18P WILD-TYPE    226    197    107
D32V9, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1         172           226
  CLUS_2          90           197
  CLUS_3         185           107
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED      162    140    145
  18P WILD-TYPE     90    159    281
D32V10, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1         162            90
  CLUS_2         140           159
  CLUS_3         145           281
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED      110     61    128
  18P WILD-TYPE    140    158     70
D32V11, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1         110           140
  CLUS_2          61           158
  CLUS_3         128            70
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       94     55    150
  18P WILD-TYPE     51    122    195
D32V12, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          94            51
  CLUS_2          55           122
  CLUS_3         150           195

Clustering(33) Variable = 18Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  18Q MUTATED        7     12     55     56     36     43     11     10
  18Q WILD-TYPE     14     24     64     40     73     29      9     30
D33V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       36     69    125
  18Q WILD-TYPE     86     56    141
D33V2, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          36            86
  CLUS_2          69            56
  CLUS_3         125           141
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q MUTATED       69    141     61    153     19
  18Q WILD-TYPE    302    117     36     83     26
D33V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  18Q MUTATED       69     38     60     77     13     33
  18Q WILD-TYPE     47    117     48     62     42     79
D33V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       85     52     43
  18Q WILD-TYPE     62     81     74
D33V5, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          85            62
  CLUS_2          52            81
  CLUS_3          43            74
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       71     39     70
  18Q WILD-TYPE     90     71     56
D33V6, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          71            90
  CLUS_2          39            71
  CLUS_3          70            56
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED      156     40    243
  18Q WILD-TYPE    117    146    299
D33V7, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1         156           117
  CLUS_2          40           146
  CLUS_3         243           299
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED      131    213     95
  18Q WILD-TYPE    102    226    234
D33V8, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1         131           102
  CLUS_2         213           226
  CLUS_3          95           234
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED      170     85    170
  18Q WILD-TYPE    228    202    122
D33V9, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1         170           228
  CLUS_2          85           202
  CLUS_3         170           122
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED      149    135    141
  18Q WILD-TYPE    103    164    285
D33V10, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1         149           103
  CLUS_2         135           164
  CLUS_3         141           285
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED      104     59    121
  18Q WILD-TYPE    146    160     77
D33V11, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1         104           146
  CLUS_2          59           160
  CLUS_3         121            77
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       83     54    147
  18Q WILD-TYPE     62    123    198
D33V12, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          83            62
  CLUS_2          54           123
  CLUS_3         147           198

Clustering(34) Variable = 19P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19P MUTATED        8      9     46     49     23     35      9      6
  19P WILD-TYPE     13     27     73     47     86     37     11     34
D34V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       23     61    101
  19P WILD-TYPE     99     64    165
D34V2, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          23            99
  CLUS_2          61            64
  CLUS_3         101           165
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P MUTATED       48    124     36    127     15
  19P WILD-TYPE    323    134     61    109     30
D34V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19P MUTATED       60     21     36     66     10     30
  19P WILD-TYPE     56    134     72     73     45     82
D34V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       77     43     30
  19P WILD-TYPE     70     90     87
D34V5, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          77            70
  CLUS_2          43            90
  CLUS_3          30            87
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       54     29     67
  19P WILD-TYPE    107     81     59
D34V6, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          54           107
  CLUS_2          29            81
  CLUS_3          67            59
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED      138     33    176
  19P WILD-TYPE    135    153    366
D34V7, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1         138           135
  CLUS_2          33           153
  CLUS_3         176           366
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED      117    165     65
  19P WILD-TYPE    116    274    264
D34V8, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1         117           116
  CLUS_2         165           274
  CLUS_3          65           264
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED      121     59    155
  19P WILD-TYPE    277    228    137
D34V9, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1         121           277
  CLUS_2          59           228
  CLUS_3         155           137
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED      125    117     93
  19P WILD-TYPE    127    182    333
D34V10, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1         125           127
  CLUS_2         117           182
  CLUS_3          93           333
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       76     43    109
  19P WILD-TYPE    174    176     89
D34V11, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          76           174
  CLUS_2          43           176
  CLUS_3         109            89
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       74     44    110
  19P WILD-TYPE     71    133    235
D34V12, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          74            71
  CLUS_2          44           133
  CLUS_3         110           235

Clustering(35) Variable = 19Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  19Q MUTATED        8      9     48     46     23     37      9      7
  19Q WILD-TYPE     13     27     71     50     86     35     11     33
D35V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       24     59    104
  19Q WILD-TYPE     98     66    162
D35V2, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          24            98
  CLUS_2          59            66
  CLUS_3         104           162
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q MUTATED       49    126     36    123     20
  19Q WILD-TYPE    322    132     61    113     25
D35V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  19Q MUTATED       56     24     37     67     10     31
  19Q WILD-TYPE     60    131     71     72     45     81
D35V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       70     43     30
  19Q WILD-TYPE     77     90     87
D35V5, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          70            77
  CLUS_2          43            90
  CLUS_3          30            87
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       53     31     59
  19Q WILD-TYPE    108     79     67
D35V6, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          53           108
  CLUS_2          31            79
  CLUS_3          59            67
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED      135     36    181
  19Q WILD-TYPE    138    150    361
D35V7, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1         135           138
  CLUS_2          36           150
  CLUS_3         181           361
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED      116    171     65
  19Q WILD-TYPE    117    268    264
D35V8, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1         116           117
  CLUS_2         171           268
  CLUS_3          65           264
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED      126     65    151
  19Q WILD-TYPE    272    222    141
D35V9, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1         126           272
  CLUS_2          65           222
  CLUS_3         151           141
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED      123    121     98
  19Q WILD-TYPE    129    178    328
D35V10, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1         123           129
  CLUS_2         121           178
  CLUS_3          98           328
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       78     49    104
  19Q WILD-TYPE    172    170     94
D35V11, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          78           172
  CLUS_2          49           170
  CLUS_3         104            94
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       72     45    114
  19Q WILD-TYPE     73    132    231
D35V12, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          72            73
  CLUS_2          45           132
  CLUS_3         114           231

Clustering(36) Variable = 20P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20P MUTATED        9     15     59     58     36     50     16      7
  20P WILD-TYPE     12     21     60     38     73     22      4     33
D36V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       38     76    136
  20P WILD-TYPE     84     49    130
D36V2, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          38            84
  CLUS_2          76            49
  CLUS_3         136           130
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P MUTATED       62    168     61    163     23
  20P WILD-TYPE    309     90     36     73     22
D36V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20P MUTATED       79     40     58     90     16     36
  20P WILD-TYPE     37    115     50     49     39     76
D36V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       92     53     51
  20P WILD-TYPE     55     80     66
D36V5, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          92            55
  CLUS_2          53            80
  CLUS_3          51            66
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       79     43     74
  20P WILD-TYPE     82     67     52
D36V6, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          79            82
  CLUS_2          43            67
  CLUS_3          74            52
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED      169     43    263
  20P WILD-TYPE    104    143    279
D36V7, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1         169           104
  CLUS_2          43           143
  CLUS_3         263           279
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED      141    235     99
  20P WILD-TYPE     92    204    230
D36V8, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1         141            92
  CLUS_2         235           204
  CLUS_3          99           230
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED      185     90    184
  20P WILD-TYPE    213    197    108
D36V9, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1         185           213
  CLUS_2          90           197
  CLUS_3         184           108
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED      160    152    147
  20P WILD-TYPE     92    147    279
D36V10, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1         160            92
  CLUS_2         152           147
  CLUS_3         147           279
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED      115     72    123
  20P WILD-TYPE    135    147     75
D36V11, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1         115           135
  CLUS_2          72           147
  CLUS_3         123            75
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       92     53    165
  20P WILD-TYPE     53    124    180
D36V12, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          92            53
  CLUS_2          53           124
  CLUS_3         165           180

Clustering(37) Variable = 20Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  20Q MUTATED        8     15     64     51     36     47     15     10
  20Q WILD-TYPE     13     21     55     45     73     25      5     30
D37V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       41     66    139
  20Q WILD-TYPE     81     59    127
D37V2, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          41            81
  CLUS_2          66            59
  CLUS_3         139           127
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q MUTATED       63    177     60    149     24
  20Q WILD-TYPE    308     81     37     87     21
D37V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  20Q MUTATED       74     39     57     96     13     36
  20Q WILD-TYPE     42    116     51     43     42     76
D37V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       86     56     49
  20Q WILD-TYPE     61     77     68
D37V5, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          86            61
  CLUS_2          56            77
  CLUS_3          49            68
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       79     44     68
  20Q WILD-TYPE     82     66     58
D37V6, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          79            82
  CLUS_2          44            66
  CLUS_3          68            58
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED      155     45    270
  20Q WILD-TYPE    118    141    272
D37V7, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1         155           118
  CLUS_2          45           141
  CLUS_3         270           272
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED      131    236    103
  20Q WILD-TYPE    102    203    226
D37V8, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1         131           102
  CLUS_2         236           203
  CLUS_3         103           226
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED      194     93    173
  20Q WILD-TYPE    204    194    119
D37V9, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1         194           204
  CLUS_2          93           194
  CLUS_3         173           119
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED      151    158    151
  20Q WILD-TYPE    101    141    275
D37V10, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1         151           101
  CLUS_2         158           141
  CLUS_3         151           275
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED      123     73    121
  20Q WILD-TYPE    127    146     77
D37V11, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1         123           127
  CLUS_2          73           146
  CLUS_3         121            77
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       88     56    173
  20Q WILD-TYPE     57    121    172
D37V12, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          88            57
  CLUS_2          56           121
  CLUS_3         173           172

Clustering(38) Variable = 21Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  21Q MUTATED        4     11     44     44     21     48     10      8
  21Q WILD-TYPE     17     25     75     52     88     24     10     32
D38V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       26     61    103
  21Q WILD-TYPE     96     64    163
D38V2, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          26            96
  CLUS_2          61            64
  CLUS_3         103           163
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q MUTATED       50    107     41    131     21
  21Q WILD-TYPE    321    151     56    105     24
D38V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  21Q MUTATED       64     31     40     55      9     25
  21Q WILD-TYPE     52    124     68     84     46     87
D38V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       75     37     42
  21Q WILD-TYPE     72     96     75
D38V5, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          75            72
  CLUS_2          37            96
  CLUS_3          42            75
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       53     36     65
  21Q WILD-TYPE    108     74     61
D38V6, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          53           108
  CLUS_2          36            74
  CLUS_3          65            61
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED      142     30    175
  21Q WILD-TYPE    131    156    367
D38V7, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1         142           131
  CLUS_2          30           156
  CLUS_3         175           367
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED      121    166     60
  21Q WILD-TYPE    112    273    269
D38V8, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1         121           112
  CLUS_2         166           273
  CLUS_3          60           269
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED      128     61    147
  21Q WILD-TYPE    270    226    145
D38V9, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1         128           270
  CLUS_2          61           226
  CLUS_3         147           145
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED      131    101    104
  21Q WILD-TYPE    121    198    322
D38V10, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1         131           121
  CLUS_2         101           198
  CLUS_3         104           322
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       77     45    101
  21Q WILD-TYPE    173    174     97
D38V11, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          77           173
  CLUS_2          45           174
  CLUS_3         101            97
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       78     39    106
  21Q WILD-TYPE     67    138    239
D38V12, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          78            67
  CLUS_2          39           138
  CLUS_3         106           239

Clustering(39) Variable = 22Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  22Q MUTATED       11     20     80     55     49     41     13     19
  22Q WILD-TYPE     10     16     39     41     60     31      7     21
D39V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       63     65    160
  22Q WILD-TYPE     59     60    106
D39V2, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          63            59
  CLUS_2          65            60
  CLUS_3         160           106
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q MUTATED      131    168     69    149     28
  22Q WILD-TYPE    240     90     28     87     17
D39V3, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  22Q MUTATED       71     63     66     99     18     45
  22Q WILD-TYPE     45     92     42     40     37     67
D39V4, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       89     80     63
  22Q WILD-TYPE     58     53     54
D39V5, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          89            58
  CLUS_2          80            53
  CLUS_3          63            54
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED      102     63     67
  22Q WILD-TYPE     59     47     59
D39V6, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1         102            59
  CLUS_2          63            47
  CLUS_3          67            59
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED      151     76    315
  22Q WILD-TYPE    122    110    227
D39V7, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1         151           122
  CLUS_2          76           110
  CLUS_3         315           227
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED      125    261    156
  22Q WILD-TYPE    108    178    173
D39V8, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1         125           108
  CLUS_2         261           178
  CLUS_3         156           173
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED      227    128    169
  22Q WILD-TYPE    171    159    123
D39V9, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1         227           171
  CLUS_2         128           159
  CLUS_3         169           123
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED      147    168    209
  22Q WILD-TYPE    105    131    217
D39V10, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1         147           105
  CLUS_2         168           131
  CLUS_3         209           217
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED      137    101    115
  22Q WILD-TYPE    113    118     83
D39V11, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1         137           113
  CLUS_2         101           118
  CLUS_3         115            83
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       80     83    190
  22Q WILD-TYPE     65     94    155
D39V12, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          80            65
  CLUS_2          83            94
  CLUS_3         190           155

Clustering(40) Variable = XQ MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7 CLUS_8
  XQ MUTATED        4      7     45     44     25     34      6      5
  XQ WILD-TYPE     17     29     74     52     84     38     14     35
D40V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       20     59     91
  XQ WILD-TYPE    102     66    175
D40V2, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         20          102
  CLUS_2         59           66
  CLUS_3         91          175
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ MUTATED       40    101     32    112     14
  XQ WILD-TYPE    331    157     65    124     31
D40V3, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
  XQ MUTATED       49     29     36     50      9     10
  XQ WILD-TYPE     67    126     72     89     46    102
D40V4, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       60     44     30
  XQ WILD-TYPE     87     89     87
D40V5, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         60           87
  CLUS_2         44           89
  CLUS_3         30           87
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       55     23     56
  XQ WILD-TYPE    106     87     70
D40V6, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         55          106
  CLUS_2         23           87
  CLUS_3         56           70
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED      110     21    167
  XQ WILD-TYPE    163    165    375
D40V7, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1        110          163
  CLUS_2         21          165
  CLUS_3        167          375
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       95    153     50
  XQ WILD-TYPE    138    286    279
D40V8, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         95          138
  CLUS_2        153          286
  CLUS_3         50          279
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED      127     39    121
  XQ WILD-TYPE    271    248    171
D40V9, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1        127          271
  CLUS_2         39          248
  CLUS_3        121          171
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       97    107     83
  XQ WILD-TYPE    155    192    343
D40V10, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         97          155
  CLUS_2        107          192
  CLUS_3         83          343
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       69     34     73
  XQ WILD-TYPE    181    185    125
D40V11, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         69          181
  CLUS_2         34          185
  CLUS_3         73          125
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       53     37     86
  XQ WILD-TYPE     92    140    259
D40V12, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         53           92
  CLUS_2         37          140
  CLUS_3         86          259
> q(save="no")
