
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/LUAD-TP/6161826/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/LUAD-TP/6161529/LUAD-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=LUAD-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=LUAD-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/LUAD-TP/6161529/LUAD-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/LUAD-TP/6161826/transformed.cor.cli.txt"

nPatients in clinical file=498, in cluster file=493, common to both=493
[1]  40 493
[1] "1P MUTATION ANALYSIS"
[1] 3
  1P MUTATED 1P WILD-TYPE 
         212          281 
  1P MUTATED 1P WILD-TYPE 
         212          281 
[1] "1Q MUTATION ANALYSIS"
[1] 3
  1Q MUTATED 1Q WILD-TYPE 
         325          168 
  1Q MUTATED 1Q WILD-TYPE 
         325          168 
[1] "2P MUTATION ANALYSIS"
[1] 3
  2P MUTATED 2P WILD-TYPE 
         172          321 
  2P MUTATED 2P WILD-TYPE 
         172          321 
[1] "2Q MUTATION ANALYSIS"
[1] 3
  2Q MUTATED 2Q WILD-TYPE 
         158          335 
  2Q MUTATED 2Q WILD-TYPE 
         158          335 
[1] "3P MUTATION ANALYSIS"
[1] 3
  3P MUTATED 3P WILD-TYPE 
         245          248 
  3P MUTATED 3P WILD-TYPE 
         245          248 
[1] "3Q MUTATION ANALYSIS"
[1] 3
  3Q MUTATED 3Q WILD-TYPE 
         226          267 
  3Q MUTATED 3Q WILD-TYPE 
         226          267 
[1] "4P MUTATION ANALYSIS"
[1] 3
  4P MUTATED 4P WILD-TYPE 
         196          297 
  4P MUTATED 4P WILD-TYPE 
         196          297 
[1] "4Q MUTATION ANALYSIS"
[1] 3
  4Q MUTATED 4Q WILD-TYPE 
         178          315 
  4Q MUTATED 4Q WILD-TYPE 
         178          315 
[1] "5P MUTATION ANALYSIS"
[1] 3
  5P MUTATED 5P WILD-TYPE 
         307          186 
  5P MUTATED 5P WILD-TYPE 
         307          186 
[1] "5Q MUTATION ANALYSIS"
[1] 3
  5Q MUTATED 5Q WILD-TYPE 
         261          232 
  5Q MUTATED 5Q WILD-TYPE 
         261          232 
[1] "6P MUTATION ANALYSIS"
[1] 3
  6P MUTATED 6P WILD-TYPE 
         242          251 
  6P MUTATED 6P WILD-TYPE 
         242          251 
[1] "6Q MUTATION ANALYSIS"
[1] 3
  6Q MUTATED 6Q WILD-TYPE 
         268          225 
  6Q MUTATED 6Q WILD-TYPE 
         268          225 
[1] "7P MUTATION ANALYSIS"
[1] 3
  7P MUTATED 7P WILD-TYPE 
         284          209 
  7P MUTATED 7P WILD-TYPE 
         284          209 
[1] "7Q MUTATION ANALYSIS"
[1] 3
  7Q MUTATED 7Q WILD-TYPE 
         246          247 
  7Q MUTATED 7Q WILD-TYPE 
         246          247 
[1] "8P MUTATION ANALYSIS"
[1] 3
  8P MUTATED 8P WILD-TYPE 
         314          179 
  8P MUTATED 8P WILD-TYPE 
         314          179 
[1] "8Q MUTATION ANALYSIS"
[1] 3
  8Q MUTATED 8Q WILD-TYPE 
         289          204 
  8Q MUTATED 8Q WILD-TYPE 
         289          204 
[1] "9P MUTATION ANALYSIS"
[1] 3
  9P MUTATED 9P WILD-TYPE 
         296          197 
  9P MUTATED 9P WILD-TYPE 
         296          197 
[1] "9Q MUTATION ANALYSIS"
[1] 3
  9Q MUTATED 9Q WILD-TYPE 
         268          225 
  9Q MUTATED 9Q WILD-TYPE 
         268          225 
[1] "10P MUTATION ANALYSIS"
[1] 3
  10P MUTATED 10P WILD-TYPE 
          213           280 
  10P MUTATED 10P WILD-TYPE 
          213           280 
[1] "10Q MUTATION ANALYSIS"
[1] 3
  10Q MUTATED 10Q WILD-TYPE 
          204           289 
  10Q MUTATED 10Q WILD-TYPE 
          204           289 
[1] "11P MUTATION ANALYSIS"
[1] 3
  11P MUTATED 11P WILD-TYPE 
          200           293 
  11P MUTATED 11P WILD-TYPE 
          200           293 
[1] "11Q MUTATION ANALYSIS"
[1] 3
  11Q MUTATED 11Q WILD-TYPE 
          200           293 
  11Q MUTATED 11Q WILD-TYPE 
          200           293 
[1] "12P MUTATION ANALYSIS"
[1] 3
  12P MUTATED 12P WILD-TYPE 
          237           256 
  12P MUTATED 12P WILD-TYPE 
          237           256 
[1] "12Q MUTATION ANALYSIS"
[1] 3
  12Q MUTATED 12Q WILD-TYPE 
          219           274 
  12Q MUTATED 12Q WILD-TYPE 
          219           274 
[1] "13Q MUTATION ANALYSIS"
[1] 3
  13Q MUTATED 13Q WILD-TYPE 
          286           207 
  13Q MUTATED 13Q WILD-TYPE 
          286           207 
[1] "14Q MUTATION ANALYSIS"
[1] 3
  14Q MUTATED 14Q WILD-TYPE 
          231           262 
  14Q MUTATED 14Q WILD-TYPE 
          231           262 
[1] "15Q MUTATION ANALYSIS"
[1] 3
  15Q MUTATED 15Q WILD-TYPE 
          268           225 
  15Q MUTATED 15Q WILD-TYPE 
          268           225 
[1] "16P MUTATION ANALYSIS"
[1] 3
  16P MUTATED 16P WILD-TYPE 
          235           258 
  16P MUTATED 16P WILD-TYPE 
          235           258 
[1] "16Q MUTATION ANALYSIS"
[1] 3
  16Q MUTATED 16Q WILD-TYPE 
          231           262 
  16Q MUTATED 16Q WILD-TYPE 
          231           262 
[1] "17P MUTATION ANALYSIS"
[1] 3
  17P MUTATED 17P WILD-TYPE 
          289           204 
  17P MUTATED 17P WILD-TYPE 
          289           204 
[1] "17Q MUTATION ANALYSIS"
[1] 3
  17Q MUTATED 17Q WILD-TYPE 
          241           252 
  17Q MUTATED 17Q WILD-TYPE 
          241           252 
[1] "18P MUTATION ANALYSIS"
[1] 3
  18P MUTATED 18P WILD-TYPE 
          260           233 
  18P MUTATED 18P WILD-TYPE 
          260           233 
[1] "18Q MUTATION ANALYSIS"
[1] 3
  18Q MUTATED 18Q WILD-TYPE 
          273           220 
  18Q MUTATED 18Q WILD-TYPE 
          273           220 
[1] "19P MUTATION ANALYSIS"
[1] 3
  19P MUTATED 19P WILD-TYPE 
          267           226 
  19P MUTATED 19P WILD-TYPE 
          267           226 
[1] "19Q MUTATION ANALYSIS"
[1] 3
  19Q MUTATED 19Q WILD-TYPE 
          224           269 
  19Q MUTATED 19Q WILD-TYPE 
          224           269 
[1] "20P MUTATION ANALYSIS"
[1] 3
  20P MUTATED 20P WILD-TYPE 
          278           215 
  20P MUTATED 20P WILD-TYPE 
          278           215 
[1] "20Q MUTATION ANALYSIS"
[1] 3
  20Q MUTATED 20Q WILD-TYPE 
          256           237 
  20Q MUTATED 20Q WILD-TYPE 
          256           237 
[1] "21Q MUTATION ANALYSIS"
[1] 3
  21Q MUTATED 21Q WILD-TYPE 
          251           242 
  21Q MUTATED 21Q WILD-TYPE 
          251           242 
[1] "22Q MUTATION ANALYSIS"
[1] 3
  22Q MUTATED 22Q WILD-TYPE 
          273           220 
  22Q MUTATED 22Q WILD-TYPE 
          273           220 
[1] "XQ MUTATION ANALYSIS"
[1] 3
  XQ MUTATED XQ WILD-TYPE 
         132          361 
  XQ MUTATED XQ WILD-TYPE 
         132          361 
[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 493 columns.

Variable 1:'MRNA_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'MRNA_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'METHLYATION_CNMF':	nDistinctValues=3,	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=5,	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 493 columns, 0 survival variables, and 12 non-survival variables.
MRNA_CNMF, nv=4, binary=FALSE, numeric=FALSE
MRNA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
CN_CNMF, nv=3, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=3, binary=FALSE, numeric=FALSE
RPPA_CNMF, nv=3, binary=FALSE, numeric=FALSE
RPPA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=5, 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
  1P MUTATED        0      6      1      2
  1P WILD-TYPE      5      3     11      4
D1V1, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          0            5
  CLUS_2          6            3
  CLUS_3          1           11
  CLUS_4          2            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED        2      2      5
  1P WILD-TYPE      5     11      7
D1V2, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          2            5
  CLUS_2          2           11
  CLUS_3          5            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       96     68     48
  1P WILD-TYPE     90    148     43
D1V3, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         96           90
  CLUS_2         68          148
  CLUS_3         48           43
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       68     67     50
  1P WILD-TYPE     73     73    100
D1V4, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         68           73
  CLUS_2         67           73
  CLUS_3         50          100
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       53     27     32
  1P WILD-TYPE     41     41     41
D1V5, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         53           41
  CLUS_2         27           41
  CLUS_3         32           41
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       56     31     25
  1P WILD-TYPE     50     39     34
D1V6, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         56           50
  CLUS_2         31           39
  CLUS_3         25           34
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P MUTATED       68     38     29     57     16
  1P WILD-TYPE     70     74     47     49     38
D1V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       65     66     77
  1P WILD-TYPE     54    145     79
D1V8, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         65           54
  CLUS_2         66          145
  CLUS_3         77           79
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       68    101     39
  1P WILD-TYPE    111    130     39
D1V9, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         68          111
  CLUS_2        101          130
  CLUS_3         39           39
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       20    116     72
  1P WILD-TYPE     31    133    116
D1V10, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         20           31
  CLUS_2        116          133
  CLUS_3         72          116
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       69     81     34
  1P WILD-TYPE     86    111     44
D1V11, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         69           86
  CLUS_2         81          111
  CLUS_3         34           44
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       18     88     78
  1P WILD-TYPE     31    100    110
D1V12, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         18           31
  CLUS_2         88          100
  CLUS_3         78          110

Clustering(2) Variable = 1Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q MUTATED        0      6      5      3
  1Q WILD-TYPE      5      3      7      3
D2V1, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          0            5
  CLUS_2          6            3
  CLUS_3          5            7
  CLUS_4          3            3
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED        3      6      5
  1Q WILD-TYPE      4      7      7
D2V2, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          3            4
  CLUS_2          6            7
  CLUS_3          5            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED      132    121     72
  1Q WILD-TYPE     54     95     19
D2V3, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1        132           54
  CLUS_2        121           95
  CLUS_3         72           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED      112     99     76
  1Q WILD-TYPE     29     41     74
D2V4, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1        112           29
  CLUS_2         99           41
  CLUS_3         76           74
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       64     53     40
  1Q WILD-TYPE     30     15     33
D2V5, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         64           30
  CLUS_2         53           15
  CLUS_3         40           33
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       70     53     34
  1Q WILD-TYPE     36     17     25
D2V6, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         70           36
  CLUS_2         53           17
  CLUS_3         34           25
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q MUTATED       88     76     44     81     31
  1Q WILD-TYPE     50     36     32     25     23
D2V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       82    132    106
  1Q WILD-TYPE     37     79     50
D2V8, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         82           37
  CLUS_2        132           79
  CLUS_3        106           50
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED      113    159     49
  1Q WILD-TYPE     66     72     29
D2V9, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1        113           66
  CLUS_2        159           72
  CLUS_3         49           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       28    175    118
  1Q WILD-TYPE     23     74     70
D2V10, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         28           23
  CLUS_2        175           74
  CLUS_3        118           70
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED      112    132     42
  1Q WILD-TYPE     43     60     36
D2V11, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1        112           43
  CLUS_2        132           60
  CLUS_3         42           36
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       27    131    128
  1Q WILD-TYPE     22     57     60
D2V12, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         27           22
  CLUS_2        131           57
  CLUS_3        128           60

Clustering(3) Variable = 2P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P MUTATED        4      4      4      4
  2P WILD-TYPE      1      5      8      2
D3V1, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          4            1
  CLUS_2          4            5
  CLUS_3          4            8
  CLUS_4          4            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        5      4      7
  2P WILD-TYPE      2      9      5
D3V2, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          5            2
  CLUS_2          4            9
  CLUS_3          7            5
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       87     42     43
  2P WILD-TYPE     99    174     48
D3V3, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         87           99
  CLUS_2         42          174
  CLUS_3         43           48
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       64     49     33
  2P WILD-TYPE     77     91    117
D3V4, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         64           77
  CLUS_2         49           91
  CLUS_3         33          117
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       30     22     31
  2P WILD-TYPE     64     46     42
D3V5, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         30           64
  CLUS_2         22           46
  CLUS_3         31           42
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       39     20     24
  2P WILD-TYPE     67     50     35
D3V6, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         39           67
  CLUS_2         20           50
  CLUS_3         24           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P MUTATED       46     24     29     55     18
  2P WILD-TYPE     92     88     47     51     36
D3V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       40     53     79
  2P WILD-TYPE     79    158     77
D3V8, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         40           79
  CLUS_2         53          158
  CLUS_3         79           77
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       44    105     22
  2P WILD-TYPE    135    126     56
D3V9, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         44          135
  CLUS_2        105          126
  CLUS_3         22           56
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       11    111     49
  2P WILD-TYPE     40    138    139
D3V10, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         11           40
  CLUS_2        111          138
  CLUS_3         49          139
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       44     77     23
  2P WILD-TYPE    111    115     55
D3V11, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         44          111
  CLUS_2         77          115
  CLUS_3         23           55
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       14     84     46
  2P WILD-TYPE     35    104    142
D3V12, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         14           35
  CLUS_2         84          104
  CLUS_3         46          142

Clustering(4) Variable = 2Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q MUTATED        0      4      4      4
  2Q WILD-TYPE      5      5      8      2
D4V1, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          0            5
  CLUS_2          4            5
  CLUS_3          4            8
  CLUS_4          4            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        4      4      4
  2Q WILD-TYPE      3      9      8
D4V2, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          4            3
  CLUS_2          4            9
  CLUS_3          4            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       77     41     40
  2Q WILD-TYPE    109    175     51
D4V3, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         77          109
  CLUS_2         41          175
  CLUS_3         40           51
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       60     48     27
  2Q WILD-TYPE     81     92    123
D4V4, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         60           81
  CLUS_2         48           92
  CLUS_3         27          123
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       31     22     23
  2Q WILD-TYPE     63     46     50
D4V5, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         31           63
  CLUS_2         22           46
  CLUS_3         23           50
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       37     21     18
  2Q WILD-TYPE     69     49     41
D4V6, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         37           69
  CLUS_2         21           49
  CLUS_3         18           41
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q MUTATED       42     28     25     47     16
  2Q WILD-TYPE     96     84     51     59     38
D4V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       39     52     67
  2Q WILD-TYPE     80    159     89
D4V8, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         39           80
  CLUS_2         52          159
  CLUS_3         67           89
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       44     92     21
  2Q WILD-TYPE    135    139     57
D4V9, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         44          135
  CLUS_2         92          139
  CLUS_3         21           57
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       11     99     47
  2Q WILD-TYPE     40    150    141
D4V10, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         11           40
  CLUS_2         99          150
  CLUS_3         47          141
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       42     71     21
  2Q WILD-TYPE    113    121     57
D4V11, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         42          113
  CLUS_2         71          121
  CLUS_3         21           57
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       11     78     45
  2Q WILD-TYPE     38    110    143
D4V12, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         11           38
  CLUS_2         78          110
  CLUS_3         45          143

Clustering(5) Variable = 3P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P MUTATED        1      4      3      5
  3P WILD-TYPE      4      5      9      1
D5V1, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          1            4
  CLUS_2          4            5
  CLUS_3          3            9
  CLUS_4          5            1
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED        6      3      4
  3P WILD-TYPE      1     10      8
D5V2, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          6            1
  CLUS_2          3           10
  CLUS_3          4            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED      106     76     63
  3P WILD-TYPE     80    140     28
D5V3, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1        106           80
  CLUS_2         76          140
  CLUS_3         63           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       93     67     54
  3P WILD-TYPE     48     73     96
D5V4, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         93           48
  CLUS_2         67           73
  CLUS_3         54           96
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       45     31     47
  3P WILD-TYPE     49     37     26
D5V5, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         45           49
  CLUS_2         31           37
  CLUS_3         47           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       56     30     37
  3P WILD-TYPE     50     40     22
D5V6, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         56           50
  CLUS_2         30           40
  CLUS_3         37           22
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P MUTATED       68     43     35     70     27
  3P WILD-TYPE     70     69     41     36     27
D5V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       60     76    107
  3P WILD-TYPE     59    135     49
D5V8, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         60           59
  CLUS_2         76          135
  CLUS_3        107           49
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       71    130     41
  3P WILD-TYPE    108    101     37
D5V9, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         71          108
  CLUS_2        130          101
  CLUS_3         41           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       22    137     83
  3P WILD-TYPE     29    112    105
D5V10, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         22           29
  CLUS_2        137          112
  CLUS_3         83          105
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       67    110     35
  3P WILD-TYPE     88     82     43
D5V11, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         67           88
  CLUS_2        110           82
  CLUS_3         35           43
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       22    111     79
  3P WILD-TYPE     27     77    109
D5V12, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         22           27
  CLUS_2        111           77
  CLUS_3         79          109

Clustering(6) Variable = 3Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q MUTATED        1      6      2      4
  3Q WILD-TYPE      4      3     10      2
D6V1, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          1            4
  CLUS_2          6            3
  CLUS_3          2           10
  CLUS_4          4            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        5      2      6
  3Q WILD-TYPE      2     11      6
D6V2, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          5            2
  CLUS_2          2           11
  CLUS_3          6            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       99     71     56
  3Q WILD-TYPE     87    145     35
D6V3, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         99           87
  CLUS_2         71          145
  CLUS_3         56           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       85     67     47
  3Q WILD-TYPE     56     73    103
D6V4, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         85           56
  CLUS_2         67           73
  CLUS_3         47          103
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       43     27     40
  3Q WILD-TYPE     51     41     33
D6V5, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         43           51
  CLUS_2         27           41
  CLUS_3         40           33
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       51     29     30
  3Q WILD-TYPE     55     41     29
D6V6, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         51           55
  CLUS_2         29           41
  CLUS_3         30           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q MUTATED       64     39     34     62     24
  3Q WILD-TYPE     74     73     42     44     30
D6V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       61     71     91
  3Q WILD-TYPE     58    140     65
D6V8, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         61           58
  CLUS_2         71          140
  CLUS_3         91           65
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       71    118     35
  3Q WILD-TYPE    108    113     43
D6V9, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         71          108
  CLUS_2        118          113
  CLUS_3         35           43
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       19    126     79
  3Q WILD-TYPE     32    123    109
D6V10, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         19           32
  CLUS_2        126          123
  CLUS_3         79          109
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       65    102     29
  3Q WILD-TYPE     90     90     49
D6V11, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         65           90
  CLUS_2        102           90
  CLUS_3         29           49
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       20    102     74
  3Q WILD-TYPE     29     86    114
D6V12, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         20           29
  CLUS_2        102           86
  CLUS_3         74          114

Clustering(7) Variable = 4P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P MUTATED        3      5      3      4
  4P WILD-TYPE      2      4      9      2
D7V1, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          3            2
  CLUS_2          5            4
  CLUS_3          3            9
  CLUS_4          4            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED        5      4      6
  4P WILD-TYPE      2      9      6
D7V2, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          5            2
  CLUS_2          4            9
  CLUS_3          6            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       98     50     48
  4P WILD-TYPE     88    166     43
D7V3, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         98           88
  CLUS_2         50          166
  CLUS_3         48           43
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       71     51     47
  4P WILD-TYPE     70     89    103
D7V4, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         71           70
  CLUS_2         51           89
  CLUS_3         47          103
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       42     23     42
  4P WILD-TYPE     52     45     31
D7V5, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         42           52
  CLUS_2         23           45
  CLUS_3         42           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       53     21     33
  4P WILD-TYPE     53     49     26
D7V6, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         53           53
  CLUS_2         21           49
  CLUS_3         33           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P MUTATED       62     22     35     57     18
  4P WILD-TYPE     76     90     41     49     36
D7V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       51     54     89
  4P WILD-TYPE     68    157     67
D7V8, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         51           68
  CLUS_2         54          157
  CLUS_3         89           67
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       44    119     32
  4P WILD-TYPE    135    112     46
D7V9, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         44          135
  CLUS_2        119          112
  CLUS_3         32           46
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       17    127     51
  4P WILD-TYPE     34    122    137
D7V10, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         17           34
  CLUS_2        127          122
  CLUS_3         51          137
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       44     90     32
  4P WILD-TYPE    111    102     46
D7V11, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         44          111
  CLUS_2         90          102
  CLUS_3         32           46
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       14     95     57
  4P WILD-TYPE     35     93    131
D7V12, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         14           35
  CLUS_2         95           93
  CLUS_3         57          131

Clustering(8) Variable = 4Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q MUTATED        2      4      2      5
  4Q WILD-TYPE      3      5     10      1
D8V1, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          2            3
  CLUS_2          4            5
  CLUS_3          2           10
  CLUS_4          5            1
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED        5      3      5
  4Q WILD-TYPE      2     10      7
D8V2, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          5            2
  CLUS_2          3           10
  CLUS_3          5            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       83     49     46
  4Q WILD-TYPE    103    167     45
D8V3, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         83          103
  CLUS_2         49          167
  CLUS_3         46           45
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       64     41     46
  4Q WILD-TYPE     77     99    104
D8V4, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         64           77
  CLUS_2         41           99
  CLUS_3         46          104
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       40     20     35
  4Q WILD-TYPE     54     48     38
D8V5, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         40           54
  CLUS_2         20           48
  CLUS_3         35           38
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       47     18     30
  4Q WILD-TYPE     59     52     29
D8V6, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         47           59
  CLUS_2         18           52
  CLUS_3         30           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q MUTATED       57     17     30     56     16
  4Q WILD-TYPE     81     95     46     50     38
D8V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       43     45     88
  4Q WILD-TYPE     76    166     68
D8V8, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         43           76
  CLUS_2         45          166
  CLUS_3         88           68
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       37    106     34
  4Q WILD-TYPE    142    125     44
D8V9, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         37          142
  CLUS_2        106          125
  CLUS_3         34           44
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       19    116     42
  4Q WILD-TYPE     32    133    146
D8V10, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         19           32
  CLUS_2        116          133
  CLUS_3         42          146
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       36     86     28
  4Q WILD-TYPE    119    106     50
D8V11, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         36          119
  CLUS_2         86          106
  CLUS_3         28           50
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       17     87     46
  4Q WILD-TYPE     32    101    142
D8V12, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         17           32
  CLUS_2         87          101
  CLUS_3         46          142

Clustering(9) Variable = 5P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P MUTATED        4      6      8      4
  5P WILD-TYPE      1      3      4      2
D9V1, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          4            1
  CLUS_2          6            3
  CLUS_3          8            4
  CLUS_4          4            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED        5      9      8
  5P WILD-TYPE      2      4      4
D9V2, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          5            2
  CLUS_2          9            4
  CLUS_3          8            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED      152     99     56
  5P WILD-TYPE     34    117     35
D9V3, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1        152           34
  CLUS_2         99          117
  CLUS_3         56           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       95     90     84
  5P WILD-TYPE     46     50     66
D9V4, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         95           46
  CLUS_2         90           50
  CLUS_3         84           66
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       65     43     44
  5P WILD-TYPE     29     25     29
D9V5, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         65           29
  CLUS_2         43           25
  CLUS_3         44           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       71     40     41
  5P WILD-TYPE     35     30     18
D9V6, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         71           35
  CLUS_2         40           30
  CLUS_3         41           18
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P MUTATED       98     59     40     74     30
  5P WILD-TYPE     40     53     36     32     24
D9V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       81    106    114
  5P WILD-TYPE     38    105     42
D9V8, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         81           38
  CLUS_2        106          105
  CLUS_3        114           42
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       92    160     52
  5P WILD-TYPE     87     71     26
D9V9, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         92           87
  CLUS_2        160           71
  CLUS_3         52           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       33    171    100
  5P WILD-TYPE     18     78     88
D9V10, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         33           18
  CLUS_2        171           78
  CLUS_3        100           88
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       80    136     49
  5P WILD-TYPE     75     56     29
D9V11, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         80           75
  CLUS_2        136           56
  CLUS_3         49           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       30    138     97
  5P WILD-TYPE     19     50     91
D9V12, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         30           19
  CLUS_2        138           50
  CLUS_3         97           91

Clustering(10) Variable = 5Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q MUTATED        4      6      6      4
  5Q WILD-TYPE      1      3      6      2
D10V1, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          4            1
  CLUS_2          6            3
  CLUS_3          6            6
  CLUS_4          4            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED        5      7      8
  5Q WILD-TYPE      2      6      4
D10V2, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          5            2
  CLUS_2          7            6
  CLUS_3          8            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED      128     82     51
  5Q WILD-TYPE     58    134     40
D10V3, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1        128           58
  CLUS_2         82          134
  CLUS_3         51           40
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       82     79     68
  5Q WILD-TYPE     59     61     82
D10V4, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         82           59
  CLUS_2         79           61
  CLUS_3         68           82
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       60     32     38
  5Q WILD-TYPE     34     36     35
D10V5, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         60           34
  CLUS_2         32           36
  CLUS_3         38           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       65     31     34
  5Q WILD-TYPE     41     39     25
D10V6, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         65           41
  CLUS_2         31           39
  CLUS_3         34           25
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q MUTATED       80     51     33     64     27
  5Q WILD-TYPE     58     61     43     42     27
D10V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       64     94     97
  5Q WILD-TYPE     55    117     59
D10V8, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         64           55
  CLUS_2         94          117
  CLUS_3         97           59
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       78    137     43
  5Q WILD-TYPE    101     94     35
D10V9, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         78          101
  CLUS_2        137           94
  CLUS_3         43           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       29    142     87
  5Q WILD-TYPE     22    107    101
D10V10, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         29           22
  CLUS_2        142          107
  CLUS_3         87          101
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       72    112     41
  5Q WILD-TYPE     83     80     37
D10V11, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         72           83
  CLUS_2        112           80
  CLUS_3         41           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       24    114     87
  5Q WILD-TYPE     25     74    101
D10V12, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         24           25
  CLUS_2        114           74
  CLUS_3         87          101

Clustering(11) Variable = 6P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P MUTATED        2      6      4      4
  6P WILD-TYPE      3      3      8      2
D11V1, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          2            3
  CLUS_2          6            3
  CLUS_3          4            8
  CLUS_4          4            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        5      4      7
  6P WILD-TYPE      2      9      5
D11V2, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          5            2
  CLUS_2          4            9
  CLUS_3          7            5
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED      109     74     59
  6P WILD-TYPE     77    142     32
D11V3, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1        109           77
  CLUS_2         74          142
  CLUS_3         59           32
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       87     77     47
  6P WILD-TYPE     54     63    103
D11V4, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         87           54
  CLUS_2         77           63
  CLUS_3         47          103
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       40     36     38
  6P WILD-TYPE     54     32     35
D11V5, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         40           54
  CLUS_2         36           32
  CLUS_3         38           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       53     32     29
  6P WILD-TYPE     53     38     30
D11V6, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         53           53
  CLUS_2         32           38
  CLUS_3         29           30
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P MUTATED       68     48     28     67     26
  6P WILD-TYPE     70     64     48     39     28
D11V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       61     96     80
  6P WILD-TYPE     58    115     76
D11V8, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         61           58
  CLUS_2         96          115
  CLUS_3         80           76
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       72    126     40
  6P WILD-TYPE    107    105     38
D11V9, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         72          107
  CLUS_2        126          105
  CLUS_3         40           38
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       29    134     75
  6P WILD-TYPE     22    115    113
D11V10, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         29           22
  CLUS_2        134          115
  CLUS_3         75          113
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       65    104     41
  6P WILD-TYPE     90     88     37
D11V11, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         65           90
  CLUS_2        104           88
  CLUS_3         41           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       27    102     81
  6P WILD-TYPE     22     86    107
D11V12, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         27           22
  CLUS_2        102           86
  CLUS_3         81          107

Clustering(12) Variable = 6Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q MUTATED        3      7      4      4
  6Q WILD-TYPE      2      2      8      2
D12V1, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          3            2
  CLUS_2          7            2
  CLUS_3          4            8
  CLUS_4          4            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED        5      5      8
  6Q WILD-TYPE      2      8      4
D12V2, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          5            2
  CLUS_2          5            8
  CLUS_3          8            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED      115     93     60
  6Q WILD-TYPE     71    123     31
D12V3, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1        115           71
  CLUS_2         93          123
  CLUS_3         60           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       90     93     53
  6Q WILD-TYPE     51     47     97
D12V4, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         90           51
  CLUS_2         93           47
  CLUS_3         53           97
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       45     39     44
  6Q WILD-TYPE     49     29     29
D12V5, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         45           49
  CLUS_2         39           29
  CLUS_3         44           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       54     41     33
  6Q WILD-TYPE     52     29     26
D12V6, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         54           52
  CLUS_2         41           29
  CLUS_3         33           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q MUTATED       83     58     32     68     23
  6Q WILD-TYPE     55     54     44     38     31
D12V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       71    108     85
  6Q WILD-TYPE     48    103     71
D12V8, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         71           48
  CLUS_2        108          103
  CLUS_3         85           71
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       85    134     47
  6Q WILD-TYPE     94     97     31
D12V9, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         85           94
  CLUS_2        134           97
  CLUS_3         47           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       36    143     87
  6Q WILD-TYPE     15    106    101
D12V10, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         36           15
  CLUS_2        143          106
  CLUS_3         87          101
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       77    110     46
  6Q WILD-TYPE     78     82     32
D12V11, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         77           78
  CLUS_2        110           82
  CLUS_3         46           32
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       33    106     94
  6Q WILD-TYPE     16     82     94
D12V12, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         33           16
  CLUS_2        106           82
  CLUS_3         94           94

Clustering(13) Variable = 7P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P MUTATED        3      6      8      3
  7P WILD-TYPE      2      3      4      3
D13V1, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          3            2
  CLUS_2          6            3
  CLUS_3          8            4
  CLUS_4          3            3
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED        3      9      8
  7P WILD-TYPE      4      4      4
D13V2, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          3            4
  CLUS_2          9            4
  CLUS_3          8            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED      150     83     51
  7P WILD-TYPE     36    133     40
D13V3, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1        150           36
  CLUS_2         83          133
  CLUS_3         51           40
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       80     94     70
  7P WILD-TYPE     61     46     80
D13V4, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         80           61
  CLUS_2         94           46
  CLUS_3         70           80
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       64     30     48
  7P WILD-TYPE     30     38     25
D13V5, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         64           30
  CLUS_2         30           38
  CLUS_3         48           25
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       72     30     40
  7P WILD-TYPE     34     40     19
D13V6, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         72           34
  CLUS_2         30           40
  CLUS_3         40           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P MUTATED      106     39     44     62     29
  7P WILD-TYPE     32     73     32     44     25
D13V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       96     90     94
  7P WILD-TYPE     23    121     62
D13V8, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         96           23
  CLUS_2         90          121
  CLUS_3         94           62
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       79    148     54
  7P WILD-TYPE    100     83     24
D13V9, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         79          100
  CLUS_2        148           83
  CLUS_3         54           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       34    161     86
  7P WILD-TYPE     17     88    102
D13V10, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         34           17
  CLUS_2        161           88
  CLUS_3         86          102
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       70    118     53
  7P WILD-TYPE     85     74     25
D13V11, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         70           85
  CLUS_2        118           74
  CLUS_3         53           25
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       35    124     82
  7P WILD-TYPE     14     64    106
D13V12, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         35           14
  CLUS_2        124           64
  CLUS_3         82          106

Clustering(14) Variable = 7Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q MUTATED        3      7      6      4
  7Q WILD-TYPE      2      2      6      2
D14V1, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1          3            2
  CLUS_2          7            2
  CLUS_3          6            6
  CLUS_4          4            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED        5      7      8
  7Q WILD-TYPE      2      6      4
D14V2, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1          5            2
  CLUS_2          7            6
  CLUS_3          8            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED      126     75     45
  7Q WILD-TYPE     60    141     46
D14V3, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1        126           60
  CLUS_2         75          141
  CLUS_3         45           46
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       65     81     62
  7Q WILD-TYPE     76     59     88
D14V4, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         65           76
  CLUS_2         81           59
  CLUS_3         62           88
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       55     28     37
  7Q WILD-TYPE     39     40     36
D14V5, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         55           39
  CLUS_2         28           40
  CLUS_3         37           36
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       60     28     32
  7Q WILD-TYPE     46     42     27
D14V6, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         60           46
  CLUS_2         28           42
  CLUS_3         32           27
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q MUTATED       93     36     38     49     26
  7Q WILD-TYPE     45     76     38     57     28
D14V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       85     79     78
  7Q WILD-TYPE     34    132     78
D14V8, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         85           34
  CLUS_2         79          132
  CLUS_3         78           78
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       68    131     44
  7Q WILD-TYPE    111    100     34
D14V9, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         68          111
  CLUS_2        131          100
  CLUS_3         44           34
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       28    143     72
  7Q WILD-TYPE     23    106    116
D14V10, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         28           23
  CLUS_2        143          106
  CLUS_3         72          116
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       58    102     45
  7Q WILD-TYPE     97     90     33
D14V11, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         58           97
  CLUS_2        102           90
  CLUS_3         45           33
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       29    106     70
  7Q WILD-TYPE     20     82    118
D14V12, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         29           20
  CLUS_2        106           82
  CLUS_3         70          118

Clustering(15) Variable = 8P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P MUTATED        4      8      4      6
  8P WILD-TYPE      1      1      8      0
D15V1, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1          4            1
  CLUS_2          8            1
  CLUS_3          4            8
  CLUS_4          6            0
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED        7      5     10
  8P WILD-TYPE      0      8      2
D15V2, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1          7            0
  CLUS_2          5            8
  CLUS_3         10            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED      152     86     76
  8P WILD-TYPE     34    130     15
D15V3, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1        152           34
  CLUS_2         86          130
  CLUS_3         76           15
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       96     99     79
  8P WILD-TYPE     45     41     71
D15V4, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         96           45
  CLUS_2         99           41
  CLUS_3         79           71
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       63     38     52
  8P WILD-TYPE     31     30     21
D15V5, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         63           31
  CLUS_2         38           30
  CLUS_3         52           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       75     38     40
  8P WILD-TYPE     31     32     19
D15V6, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         75           31
  CLUS_2         38           32
  CLUS_3         40           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P MUTATED      105     53     42     82     26
  8P WILD-TYPE     33     59     34     24     28
D15V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       92    107    109
  8P WILD-TYPE     27    104     47
D15V8, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         92           27
  CLUS_2        107          104
  CLUS_3        109           47
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       92    167     52
  8P WILD-TYPE     87     64     26
D15V9, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         92           87
  CLUS_2        167           64
  CLUS_3         52           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       29    179    103
  8P WILD-TYPE     22     70     85
D15V10, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         29           22
  CLUS_2        179           70
  CLUS_3        103           85
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       83    140     49
  8P WILD-TYPE     72     52     29
D15V11, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         83           72
  CLUS_2        140           52
  CLUS_3         49           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       30    140    102
  8P WILD-TYPE     19     48     86
D15V12, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         30           19
  CLUS_2        140           48
  CLUS_3        102           86

Clustering(16) Variable = 8Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q MUTATED        3      7      3      5
  8Q WILD-TYPE      2      2      9      1
D16V1, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1          3            2
  CLUS_2          7            2
  CLUS_3          3            9
  CLUS_4          5            1
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED        6      4      8
  8Q WILD-TYPE      1      9      4
D16V2, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1          6            1
  CLUS_2          4            9
  CLUS_3          8            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED      126     80     83
  8Q WILD-TYPE     60    136      8
D16V3, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1        126           60
  CLUS_2         80          136
  CLUS_3         83            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       94     93     67
  8Q WILD-TYPE     47     47     83
D16V4, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         94           47
  CLUS_2         93           47
  CLUS_3         67           83
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       57     36     46
  8Q WILD-TYPE     37     32     27
D16V5, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         57           37
  CLUS_2         36           32
  CLUS_3         46           27
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       67     34     38
  8Q WILD-TYPE     39     36     21
D16V6, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         67           39
  CLUS_2         34           36
  CLUS_3         38           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q MUTATED       90     47     39     81     25
  8Q WILD-TYPE     48     65     37     25     29
D16V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       79     97    106
  8Q WILD-TYPE     40    114     50
D16V8, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         79           40
  CLUS_2         97          114
  CLUS_3        106           50
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       78    156     52
  8Q WILD-TYPE    101     75     26
D16V9, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         78          101
  CLUS_2        156           75
  CLUS_3         52           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       28    170     88
  8Q WILD-TYPE     23     79    100
D16V10, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         28           23
  CLUS_2        170           79
  CLUS_3         88          100
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       72    131     49
  8Q WILD-TYPE     83     61     29
D16V11, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         72           83
  CLUS_2        131           61
  CLUS_3         49           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       30    133     89
  8Q WILD-TYPE     19     55     99
D16V12, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         30           19
  CLUS_2        133           55
  CLUS_3         89           99

Clustering(17) Variable = 9P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P MUTATED        0      5      7      5
  9P WILD-TYPE      5      4      5      1
D17V1, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1          0            5
  CLUS_2          5            4
  CLUS_3          7            5
  CLUS_4          5            1
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED        5      7      5
  9P WILD-TYPE      2      6      7
D17V2, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1          5            2
  CLUS_2          7            6
  CLUS_3          5            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED      131    102     63
  9P WILD-TYPE     55    114     28
D17V3, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1        131           55
  CLUS_2        102          114
  CLUS_3         63           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED      100     84     76
  9P WILD-TYPE     41     56     74
D17V4, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1        100           41
  CLUS_2         84           56
  CLUS_3         76           74
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       54     37     47
  9P WILD-TYPE     40     31     26
D17V5, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         54           40
  CLUS_2         37           31
  CLUS_3         47           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       59     38     41
  9P WILD-TYPE     47     32     18
D17V6, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         59           47
  CLUS_2         38           32
  CLUS_3         41           18
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P MUTATED       77     58     56     69     32
  9P WILD-TYPE     61     54     20     37     22
D17V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       64    111    117
  9P WILD-TYPE     55    100     39
D17V8, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         64           55
  CLUS_2        111          100
  CLUS_3        117           39
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       95    143     54
  9P WILD-TYPE     84     88     24
D17V9, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         95           84
  CLUS_2        143           88
  CLUS_3         54           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       26    165    101
  9P WILD-TYPE     25     84     87
D17V10, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         26           25
  CLUS_2        165           84
  CLUS_3        101           87
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       90    119     50
  9P WILD-TYPE     65     73     28
D17V11, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         90           65
  CLUS_2        119           73
  CLUS_3         50           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       28    131    100
  9P WILD-TYPE     21     57     88
D17V12, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         28           21
  CLUS_2        131           57
  CLUS_3        100           88

Clustering(18) Variable = 9Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q MUTATED        1      5      7      4
  9Q WILD-TYPE      4      4      5      2
D18V1, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          1            4
  CLUS_2          5            4
  CLUS_3          7            5
  CLUS_4          4            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED        4      7      6
  9Q WILD-TYPE      3      6      6
D18V2, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          4            3
  CLUS_2          7            6
  CLUS_3          6            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED      116     89     63
  9Q WILD-TYPE     70    127     28
D18V3, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1        116           70
  CLUS_2         89          127
  CLUS_3         63           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       95     68     67
  9Q WILD-TYPE     46     72     83
D18V4, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         95           46
  CLUS_2         68           72
  CLUS_3         67           83
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       48     31     43
  9Q WILD-TYPE     46     37     30
D18V5, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         48           46
  CLUS_2         31           37
  CLUS_3         43           30
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       55     28     39
  9Q WILD-TYPE     51     42     20
D18V6, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         55           51
  CLUS_2         28           42
  CLUS_3         39           20
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q MUTATED       73     48     45     69     30
  9Q WILD-TYPE     65     64     31     37     24
D18V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       61     94    110
  9Q WILD-TYPE     58    117     46
D18V8, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         61           58
  CLUS_2         94          117
  CLUS_3        110           46
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       78    137     49
  9Q WILD-TYPE    101     94     29
D18V9, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         78          101
  CLUS_2        137           94
  CLUS_3         49           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       23    156     85
  9Q WILD-TYPE     28     93    103
D18V10, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         23           28
  CLUS_2        156           93
  CLUS_3         85          103
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       70    113     46
  9Q WILD-TYPE     85     79     32
D18V11, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         70           85
  CLUS_2        113           79
  CLUS_3         46           32
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       25    126     78
  9Q WILD-TYPE     24     62    110
D18V12, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         25           24
  CLUS_2        126           62
  CLUS_3         78          110

Clustering(19) Variable = 10P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P MUTATED        2      5      3      2
  10P WILD-TYPE      3      4      9      4
D19V1, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           2             3
  CLUS_2           5             4
  CLUS_3           3             9
  CLUS_4           2             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED        2      3      7
  10P WILD-TYPE      5     10      5
D19V2, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           2             5
  CLUS_2           3            10
  CLUS_3           7             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED      110     57     46
  10P WILD-TYPE     76    159     45
D19V3, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1         110            76
  CLUS_2          57           159
  CLUS_3          46            45
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       71     74     38
  10P WILD-TYPE     70     66    112
D19V4, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          71            70
  CLUS_2          74            66
  CLUS_3          38           112
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       43     34     33
  10P WILD-TYPE     51     34     40
D19V5, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          43            51
  CLUS_2          34            34
  CLUS_3          33            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       49     30     31
  10P WILD-TYPE     57     40     28
D19V6, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          49            57
  CLUS_2          30            40
  CLUS_3          31            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P MUTATED       73     28     25     60     24
  10P WILD-TYPE     65     84     51     46     30
D19V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       58     70     82
  10P WILD-TYPE     61    141     74
D19V8, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          58            61
  CLUS_2          70           141
  CLUS_3          82            74
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       54    113     42
  10P WILD-TYPE    125    118     36
D19V9, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          54           125
  CLUS_2         113           118
  CLUS_3          42            36
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       24    125     60
  10P WILD-TYPE     27    124    128
D19V10, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          24            27
  CLUS_2         125           124
  CLUS_3          60           128
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       49     94     40
  10P WILD-TYPE    106     98     38
D19V11, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          49           106
  CLUS_2          94            98
  CLUS_3          40            38
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       25     98     60
  10P WILD-TYPE     24     90    128
D19V12, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          25            24
  CLUS_2          98            90
  CLUS_3          60           128

Clustering(20) Variable = 10Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q MUTATED        2      5      3      1
  10Q WILD-TYPE      3      4      9      5
D20V1, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           2             3
  CLUS_2           5             4
  CLUS_3           3             9
  CLUS_4           1             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED        1      3      7
  10Q WILD-TYPE      6     10      5
D20V2, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1           1             6
  CLUS_2           3            10
  CLUS_3           7             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       99     61     44
  10Q WILD-TYPE     87    155     47
D20V3, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          99            87
  CLUS_2          61           155
  CLUS_3          44            47
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       71     65     40
  10Q WILD-TYPE     70     75    110
D20V4, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          71            70
  CLUS_2          65            75
  CLUS_3          40           110
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       44     27     30
  10Q WILD-TYPE     50     41     43
D20V5, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          44            50
  CLUS_2          27            41
  CLUS_3          30            43
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       48     26     27
  10Q WILD-TYPE     58     44     32
D20V6, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          48            58
  CLUS_2          26            44
  CLUS_3          27            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q MUTATED       68     26     28     58     21
  10Q WILD-TYPE     70     86     48     48     33
D20V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       57     69     75
  10Q WILD-TYPE     62    142     81
D20V8, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          57            62
  CLUS_2          69           142
  CLUS_3          75            81
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       54    107     39
  10Q WILD-TYPE    125    124     39
D20V9, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          54           125
  CLUS_2         107           124
  CLUS_3          39            39
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       23    118     59
  10Q WILD-TYPE     28    131    129
D20V10, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          23            28
  CLUS_2         118           131
  CLUS_3          59           129
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       45     93     38
  10Q WILD-TYPE    110     99     40
D20V11, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          45           110
  CLUS_2          93            99
  CLUS_3          38            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       25     92     59
  10Q WILD-TYPE     24     96    129
D20V12, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          25            24
  CLUS_2          92            96
  CLUS_3          59           129

Clustering(21) Variable = 11P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P MUTATED        1      3      2      5
  11P WILD-TYPE      4      6     10      1
D21V1, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           1             4
  CLUS_2           3             6
  CLUS_3           2            10
  CLUS_4           5             1
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED        6      2      3
  11P WILD-TYPE      1     11      9
D21V2, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           6             1
  CLUS_2           2            11
  CLUS_3           3             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       98     49     53
  11P WILD-TYPE     88    167     38
D21V3, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          98            88
  CLUS_2          49           167
  CLUS_3          53            38
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       66     62     45
  11P WILD-TYPE     75     78    105
D21V4, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          66            75
  CLUS_2          62            78
  CLUS_3          45           105
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       42     22     40
  11P WILD-TYPE     52     46     33
D21V5, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          42            52
  CLUS_2          22            46
  CLUS_3          40            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       48     24     32
  11P WILD-TYPE     58     46     27
D21V6, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          48            58
  CLUS_2          24            46
  CLUS_3          32            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P MUTATED       63     27     33     56     17
  11P WILD-TYPE     75     85     43     50     37
D21V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       54     54     88
  11P WILD-TYPE     65    157     68
D21V8, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          54            65
  CLUS_2          54           157
  CLUS_3          88            68
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       48    115     35
  11P WILD-TYPE    131    116     43
D21V9, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          48           131
  CLUS_2         115           116
  CLUS_3          35            43
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       21    123     54
  11P WILD-TYPE     30    126    134
D21V10, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          21            30
  CLUS_2         123           126
  CLUS_3          54           134
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       42     95     34
  11P WILD-TYPE    113     97     44
D21V11, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          42           113
  CLUS_2          95            97
  CLUS_3          34            44
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       22     93     56
  11P WILD-TYPE     27     95    132
D21V12, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          22            27
  CLUS_2          93            95
  CLUS_3          56           132

Clustering(22) Variable = 11Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q MUTATED        1      4      3      6
  11Q WILD-TYPE      4      5      9      0
D22V1, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           1             4
  CLUS_2           4             5
  CLUS_3           3             9
  CLUS_4           6             0
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED        7      4      3
  11Q WILD-TYPE      0      9      9
D22V2, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           7             0
  CLUS_2           4             9
  CLUS_3           3             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED      102     49     49
  11Q WILD-TYPE     84    167     42
D22V3, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1         102            84
  CLUS_2          49           167
  CLUS_3          49            42
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       66     66     43
  11Q WILD-TYPE     75     74    107
D22V4, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          66            75
  CLUS_2          66            74
  CLUS_3          43           107
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       35     21     43
  11Q WILD-TYPE     59     47     30
D22V5, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          35            59
  CLUS_2          21            47
  CLUS_3          43            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       44     25     30
  11Q WILD-TYPE     62     45     29
D22V6, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          44            62
  CLUS_2          25            45
  CLUS_3          30            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q MUTATED       64     25     30     61     16
  11Q WILD-TYPE     74     87     46     45     38
D22V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       56     52     88
  11Q WILD-TYPE     63    159     68
D22V8, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          56            63
  CLUS_2          52           159
  CLUS_3          88            68
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       46    117     34
  11Q WILD-TYPE    133    114     44
D22V9, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          46           133
  CLUS_2         117           114
  CLUS_3          34            44
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       23    123     51
  11Q WILD-TYPE     28    126    137
D22V10, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          23            28
  CLUS_2         123           126
  CLUS_3          51           137
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       40     96     35
  11Q WILD-TYPE    115     96     43
D22V11, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          40           115
  CLUS_2          96            96
  CLUS_3          35            43
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       22     93     56
  11Q WILD-TYPE     27     95    132
D22V12, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          22            27
  CLUS_2          93            95
  CLUS_3          56           132

Clustering(23) Variable = 12P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P MUTATED        1      6      4      5
  12P WILD-TYPE      4      3      8      1
D23V1, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           1             4
  CLUS_2           6             3
  CLUS_3           4             8
  CLUS_4           5             1
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED        6      5      5
  12P WILD-TYPE      1      8      7
D23V2, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           6             1
  CLUS_2           5             8
  CLUS_3           5             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED      104     77     56
  12P WILD-TYPE     82    139     35
D23V3, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1         104            82
  CLUS_2          77           139
  CLUS_3          56            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       78     74     59
  12P WILD-TYPE     63     66     91
D23V4, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          78            63
  CLUS_2          74            66
  CLUS_3          59            91
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       52     29     37
  12P WILD-TYPE     42     39     36
D23V5, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          52            42
  CLUS_2          29            39
  CLUS_3          37            36
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       58     29     31
  12P WILD-TYPE     48     41     28
D23V6, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          58            48
  CLUS_2          29            41
  CLUS_3          31            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P MUTATED       75     38     37     59     25
  12P WILD-TYPE     63     74     39     47     29
D23V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       61     78     95
  12P WILD-TYPE     58    133     61
D23V8, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          61            58
  CLUS_2          78           133
  CLUS_3          95            61
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       66    128     40
  12P WILD-TYPE    113    103     38
D23V9, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          66           113
  CLUS_2         128           103
  CLUS_3          40            38
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       23    135     76
  12P WILD-TYPE     28    114    112
D23V10, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          23            28
  CLUS_2         135           114
  CLUS_3          76           112
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       56    112     39
  12P WILD-TYPE     99     80     39
D23V11, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          56            99
  CLUS_2         112            80
  CLUS_3          39            39
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       23    112     72
  12P WILD-TYPE     26     76    116
D23V12, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          23            26
  CLUS_2         112            76
  CLUS_3          72           116

Clustering(24) Variable = 12Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q MUTATED        1      3      3      4
  12Q WILD-TYPE      4      6      9      2
D24V1, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           1             4
  CLUS_2           3             6
  CLUS_3           3             9
  CLUS_4           4             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED        5      4      2
  12Q WILD-TYPE      2      9     10
D24V2, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           5             2
  CLUS_2           4             9
  CLUS_3           2            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       95     71     53
  12Q WILD-TYPE     91    145     38
D24V3, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          95            91
  CLUS_2          71           145
  CLUS_3          53            38
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       73     72     51
  12Q WILD-TYPE     68     68     99
D24V4, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          73            68
  CLUS_2          72            68
  CLUS_3          51            99
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       47     29     34
  12Q WILD-TYPE     47     39     39
D24V5, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          47            47
  CLUS_2          29            39
  CLUS_3          34            39
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       53     29     28
  12Q WILD-TYPE     53     41     31
D24V6, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          53            53
  CLUS_2          29            41
  CLUS_3          28            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q MUTATED       67     32     35     60     22
  12Q WILD-TYPE     71     80     41     46     32
D24V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       56     71     89
  12Q WILD-TYPE     63    140     67
D24V8, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          56            63
  CLUS_2          71           140
  CLUS_3          89            67
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       61    119     36
  12Q WILD-TYPE    118    112     42
D24V9, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          61           118
  CLUS_2         119           112
  CLUS_3          36            42
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       23    124     69
  12Q WILD-TYPE     28    125    119
D24V10, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          23            28
  CLUS_2         124           125
  CLUS_3          69           119
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       51    102     41
  12Q WILD-TYPE    104     90     37
D24V11, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          51           104
  CLUS_2         102            90
  CLUS_3          41            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       26    100     68
  12Q WILD-TYPE     23     88    120
D24V12, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          26            23
  CLUS_2         100            88
  CLUS_3          68           120

Clustering(25) Variable = 13Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q MUTATED        3      5      5      4
  13Q WILD-TYPE      2      4      7      2
D25V1, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1           3             2
  CLUS_2           5             4
  CLUS_3           5             7
  CLUS_4           4             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED        5      6      6
  13Q WILD-TYPE      2      7      6
D25V2, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1           5             2
  CLUS_2           6             7
  CLUS_3           6             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED      136     80     70
  13Q WILD-TYPE     50    136     21
D25V3, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1         136            50
  CLUS_2          80           136
  CLUS_3          70            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       92     85     70
  13Q WILD-TYPE     49     55     80
D25V4, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          92            49
  CLUS_2          85            55
  CLUS_3          70            80
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       57     28     45
  13Q WILD-TYPE     37     40     28
D25V5, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          57            37
  CLUS_2          28            40
  CLUS_3          45            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       68     25     37
  13Q WILD-TYPE     38     45     22
D25V6, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          68            38
  CLUS_2          25            45
  CLUS_3          37            22
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q MUTATED       94     52     36     75     26
  13Q WILD-TYPE     44     60     40     31     28
D25V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       81     98    104
  13Q WILD-TYPE     38    113     52
D25V8, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          81            38
  CLUS_2          98           113
  CLUS_3         104            52
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       89    144     50
  13Q WILD-TYPE     90     87     28
D25V9, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          89            90
  CLUS_2         144            87
  CLUS_3          50            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       24    161     98
  13Q WILD-TYPE     27     88     90
D25V10, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          24            27
  CLUS_2         161            88
  CLUS_3          98            90
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       79    117     50
  13Q WILD-TYPE     76     75     28
D25V11, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          79            76
  CLUS_2         117            75
  CLUS_3          50            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       29    119     98
  13Q WILD-TYPE     20     69     90
D25V12, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          29            20
  CLUS_2         119            69
  CLUS_3          98            90

Clustering(26) Variable = 14Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q MUTATED        2      3      4      4
  14Q WILD-TYPE      3      6      8      2
D26V1, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           2             3
  CLUS_2           3             6
  CLUS_3           4             8
  CLUS_4           4             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED        5      4      4
  14Q WILD-TYPE      2      9      8
D26V2, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           5             2
  CLUS_2           4             9
  CLUS_3           4             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       99     69     63
  14Q WILD-TYPE     87    147     28
D26V3, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          99            87
  CLUS_2          69           147
  CLUS_3          63            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       82     64     55
  14Q WILD-TYPE     59     76     95
D26V4, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          82            59
  CLUS_2          64            76
  CLUS_3          55            95
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       42     24     43
  14Q WILD-TYPE     52     44     30
D26V5, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          42            52
  CLUS_2          24            44
  CLUS_3          43            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       47     25     37
  14Q WILD-TYPE     59     45     22
D26V6, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          47            59
  CLUS_2          25            45
  CLUS_3          37            22
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q MUTATED       66     41     37     65     19
  14Q WILD-TYPE     72     71     39     41     35
D26V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       56     71    101
  14Q WILD-TYPE     63    140     55
D26V8, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          56            63
  CLUS_2          71           140
  CLUS_3         101            55
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       58    132     38
  14Q WILD-TYPE    121     99     40
D26V9, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          58           121
  CLUS_2         132            99
  CLUS_3          38            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       24    141     63
  14Q WILD-TYPE     27    108    125
D26V10, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          24            27
  CLUS_2         141           108
  CLUS_3          63           125
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       55    111     34
  14Q WILD-TYPE    100     81     44
D26V11, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          55           100
  CLUS_2         111            81
  CLUS_3          34            44
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       22    107     71
  14Q WILD-TYPE     27     81    117
D26V12, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          22            27
  CLUS_2         107            81
  CLUS_3          71           117

Clustering(27) Variable = 15Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q MUTATED        4      7      5      4
  15Q WILD-TYPE      1      2      7      2
D27V1, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           4             1
  CLUS_2           7             2
  CLUS_3           5             7
  CLUS_4           4             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED        5      6      9
  15Q WILD-TYPE      2      7      3
D27V2, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           5             2
  CLUS_2           6             7
  CLUS_3           9             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED      119     92     57
  15Q WILD-TYPE     67    124     34
D27V3, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1         119            67
  CLUS_2          92           124
  CLUS_3          57            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       78     84     68
  15Q WILD-TYPE     63     56     82
D27V4, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          78            63
  CLUS_2          84            56
  CLUS_3          68            82
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       57     32     44
  15Q WILD-TYPE     37     36     29
D27V5, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          57            37
  CLUS_2          32            36
  CLUS_3          44            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       64     33     36
  15Q WILD-TYPE     42     37     23
D27V6, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          64            42
  CLUS_2          33            37
  CLUS_3          36            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q MUTATED       95     41     32     67     28
  15Q WILD-TYPE     43     71     44     39     26
D27V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       81     90     92
  15Q WILD-TYPE     38    121     64
D27V8, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          81            38
  CLUS_2          90           121
  CLUS_3          92            64
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       74    142     49
  15Q WILD-TYPE    105     89     29
D27V9, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          74           105
  CLUS_2         142            89
  CLUS_3          49            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       25    153     87
  15Q WILD-TYPE     26     96    101
D27V10, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          25            26
  CLUS_2         153            96
  CLUS_3          87           101
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       71    107     49
  15Q WILD-TYPE     84     85     29
D27V11, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          71            84
  CLUS_2         107            85
  CLUS_3          49            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       25    116     86
  15Q WILD-TYPE     24     72    102
D27V12, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          25            24
  CLUS_2         116            72
  CLUS_3          86           102

Clustering(28) Variable = 16P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P MUTATED        3      5      4      3
  16P WILD-TYPE      2      4      8      3
D28V1, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           3             2
  CLUS_2           5             4
  CLUS_3           4             8
  CLUS_4           3             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED        3      4      8
  16P WILD-TYPE      4      9      4
D28V2, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           3             4
  CLUS_2           4             9
  CLUS_3           8             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED      113     70     52
  16P WILD-TYPE     73    146     39
D28V3, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1         113            73
  CLUS_2          70           146
  CLUS_3          52            39
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       75     74     56
  16P WILD-TYPE     66     66     94
D28V4, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          75            66
  CLUS_2          74            66
  CLUS_3          56            94
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       51     24     35
  16P WILD-TYPE     43     44     38
D28V5, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          51            43
  CLUS_2          24            44
  CLUS_3          35            38
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       57     24     29
  16P WILD-TYPE     49     46     30
D28V6, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          57            49
  CLUS_2          24            46
  CLUS_3          29            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P MUTATED       79     46     29     55     24
  16P WILD-TYPE     59     66     47     51     30
D28V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       70     86     77
  16P WILD-TYPE     49    125     79
D28V8, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          70            49
  CLUS_2          86           125
  CLUS_3          77            79
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       67    121     46
  16P WILD-TYPE    112    110     32
D28V9, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          67           112
  CLUS_2         121           110
  CLUS_3          46            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       31    131     72
  16P WILD-TYPE     20    118    116
D28V10, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          31            20
  CLUS_2         131           118
  CLUS_3          72           116
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       68     97     39
  16P WILD-TYPE     87     95     39
D28V11, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          68            87
  CLUS_2          97            95
  CLUS_3          39            39
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       24    105     75
  16P WILD-TYPE     25     83    113
D28V12, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          24            25
  CLUS_2         105            83
  CLUS_3          75           113

Clustering(29) Variable = 16Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q MUTATED        4      5      4      4
  16Q WILD-TYPE      1      4      8      2
D29V1, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           4             1
  CLUS_2           5             4
  CLUS_3           4             8
  CLUS_4           4             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED        5      4      8
  16Q WILD-TYPE      2      9      4
D29V2, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           5             2
  CLUS_2           4             9
  CLUS_3           8             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED      114     66     51
  16Q WILD-TYPE     72    150     40
D29V3, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1         114            72
  CLUS_2          66           150
  CLUS_3          51            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       71     74     53
  16Q WILD-TYPE     70     66     97
D29V4, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          71            70
  CLUS_2          74            66
  CLUS_3          53            97
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       51     22     42
  16Q WILD-TYPE     43     46     31
D29V5, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          51            43
  CLUS_2          22            46
  CLUS_3          42            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       60     23     32
  16Q WILD-TYPE     46     47     27
D29V6, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          60            46
  CLUS_2          23            47
  CLUS_3          32            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q MUTATED       83     42     31     54     19
  16Q WILD-TYPE     55     70     45     52     35
D29V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       73     78     78
  16Q WILD-TYPE     46    133     78
D29V8, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          73            46
  CLUS_2          78           133
  CLUS_3          78            78
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       62    122     46
  16Q WILD-TYPE    117    109     32
D29V9, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          62           117
  CLUS_2         122           109
  CLUS_3          46            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       29    133     68
  16Q WILD-TYPE     22    116    120
D29V10, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          29            22
  CLUS_2         133           116
  CLUS_3          68           120
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       62     97     37
  16Q WILD-TYPE     93     95     41
D29V11, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          62            93
  CLUS_2          97            95
  CLUS_3          37            41
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       21    106     69
  16Q WILD-TYPE     28     82    119
D29V12, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          21            28
  CLUS_2         106            82
  CLUS_3          69           119

Clustering(30) Variable = 17P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P MUTATED        5      6      5      5
  17P WILD-TYPE      0      3      7      1
D30V1, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1           5             0
  CLUS_2           6             3
  CLUS_3           5             7
  CLUS_4           5             1
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED        6      6      9
  17P WILD-TYPE      1      7      3
D30V2, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1           6             1
  CLUS_2           6             7
  CLUS_3           9             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED      139     80     70
  17P WILD-TYPE     47    136     21
D30V3, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1         139            47
  CLUS_2          80           136
  CLUS_3          70            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       87     96     66
  17P WILD-TYPE     54     44     84
D30V4, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          87            54
  CLUS_2          96            44
  CLUS_3          66            84
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       64     35     46
  17P WILD-TYPE     30     33     27
D30V5, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          64            30
  CLUS_2          35            33
  CLUS_3          46            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       74     33     38
  17P WILD-TYPE     32     37     21
D30V6, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          74            32
  CLUS_2          33            37
  CLUS_3          38            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P MUTATED      103     42     42     71     27
  17P WILD-TYPE     35     70     34     35     27
D30V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       88     96    101
  17P WILD-TYPE     31    115     55
D30V8, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          88            31
  CLUS_2          96           115
  CLUS_3         101            55
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       85    160     41
  17P WILD-TYPE     94     71     37
D30V9, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          85            94
  CLUS_2         160            71
  CLUS_3          41            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       26    167     93
  17P WILD-TYPE     25     82     95
D30V10, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          26            25
  CLUS_2         167            82
  CLUS_3          93            95
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       80    121     45
  17P WILD-TYPE     75     71     33
D30V11, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          80            75
  CLUS_2         121            71
  CLUS_3          45            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       26    125     95
  17P WILD-TYPE     23     63     93
D30V12, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          26            23
  CLUS_2         125            63
  CLUS_3          95            93

Clustering(31) Variable = 17Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q MUTATED        4      7      3      2
  17Q WILD-TYPE      1      2      9      4
D31V1, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           4             1
  CLUS_2           7             2
  CLUS_3           3             9
  CLUS_4           2             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        3      4      9
  17Q WILD-TYPE      4      9      3
D31V2, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           3             4
  CLUS_2           4             9
  CLUS_3           9             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED      121     60     60
  17Q WILD-TYPE     65    156     31
D31V3, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1         121            65
  CLUS_2          60           156
  CLUS_3          60            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       71     88     51
  17Q WILD-TYPE     70     52     99
D31V4, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          71            70
  CLUS_2          88            52
  CLUS_3          51            99
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       56     26     36
  17Q WILD-TYPE     38     42     37
D31V5, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          56            38
  CLUS_2          26            42
  CLUS_3          36            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       63     26     29
  17Q WILD-TYPE     43     44     30
D31V6, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          63            43
  CLUS_2          26            44
  CLUS_3          29            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q MUTATED       95     35     29     55     23
  17Q WILD-TYPE     43     77     47     51     31
D31V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       81     73     83
  17Q WILD-TYPE     38    138     73
D31V8, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          81            38
  CLUS_2          73           138
  CLUS_3          83            73
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       64    136     38
  17Q WILD-TYPE    115     95     40
D31V9, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          64           115
  CLUS_2         136            95
  CLUS_3          38            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       25    144     69
  17Q WILD-TYPE     26    105    119
D31V10, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          25            26
  CLUS_2         144           105
  CLUS_3          69           119
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       59    103     44
  17Q WILD-TYPE     96     89     34
D31V11, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          59            96
  CLUS_2         103            89
  CLUS_3          44            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       24    108     74
  17Q WILD-TYPE     25     80    114
D31V12, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          24            25
  CLUS_2         108            80
  CLUS_3          74           114

Clustering(32) Variable = 18P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P MUTATED        3      7      4      4
  18P WILD-TYPE      2      2      8      2
D32V1, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1           3             2
  CLUS_2           7             2
  CLUS_3           4             8
  CLUS_4           4             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED        5      5      8
  18P WILD-TYPE      2      8      4
D32V2, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1           5             2
  CLUS_2           5             8
  CLUS_3           8             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED      135     76     49
  18P WILD-TYPE     51    140     42
D32V3, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1         135            51
  CLUS_2          76           140
  CLUS_3          49            42
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       91     75     60
  18P WILD-TYPE     50     65     90
D32V4, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          91            50
  CLUS_2          75            65
  CLUS_3          60            90
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       53     32     44
  18P WILD-TYPE     41     36     29
D32V5, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          53            41
  CLUS_2          32            36
  CLUS_3          44            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       66     29     34
  18P WILD-TYPE     40     41     25
D32V6, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          66            40
  CLUS_2          29            41
  CLUS_3          34            25
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P MUTATED       86     45     42     60     23
  18P WILD-TYPE     52     67     34     46     31
D32V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       76     85     95
  18P WILD-TYPE     43    126     61
D32V8, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          76            43
  CLUS_2          85           126
  CLUS_3          95            61
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       71    137     48
  18P WILD-TYPE    108     94     30
D32V9, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          71           108
  CLUS_2         137            94
  CLUS_3          48            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       25    149     82
  18P WILD-TYPE     26    100    106
D32V10, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          25            26
  CLUS_2         149           100
  CLUS_3          82           106
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       61    119     42
  18P WILD-TYPE     94     73     36
D32V11, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          61            94
  CLUS_2         119            73
  CLUS_3          42            36
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       24    119     79
  18P WILD-TYPE     25     69    109
D32V12, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          24            25
  CLUS_2         119            69
  CLUS_3          79           109

Clustering(33) Variable = 18Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q MUTATED        3      7      4      5
  18Q WILD-TYPE      2      2      8      1
D33V1, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1           3             2
  CLUS_2           7             2
  CLUS_3           4             8
  CLUS_4           5             1
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED        6      5      8
  18Q WILD-TYPE      1      8      4
D33V2, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1           6             1
  CLUS_2           5             8
  CLUS_3           8             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED      142     83     48
  18Q WILD-TYPE     44    133     43
D33V3, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1         142            44
  CLUS_2          83           133
  CLUS_3          48            43
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       93     78     67
  18Q WILD-TYPE     48     62     83
D33V4, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          93            48
  CLUS_2          78            62
  CLUS_3          67            83
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       60     31     49
  18Q WILD-TYPE     34     37     24
D33V5, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          60            34
  CLUS_2          31            37
  CLUS_3          49            24
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       70     32     38
  18Q WILD-TYPE     36     38     21
D33V6, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          70            36
  CLUS_2          32            38
  CLUS_3          38            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q MUTATED       93     47     42     63     24
  18Q WILD-TYPE     45     65     34     43     30
D33V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       78     96     95
  18Q WILD-TYPE     41    115     61
D33V8, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          78            41
  CLUS_2          96           115
  CLUS_3          95            61
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       79    140     50
  18Q WILD-TYPE    100     91     28
D33V9, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          79           100
  CLUS_2         140            91
  CLUS_3          50            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       26    151     92
  18Q WILD-TYPE     25     98     96
D33V10, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          26            25
  CLUS_2         151            98
  CLUS_3          92            96
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       71    118     45
  18Q WILD-TYPE     84     74     33
D33V11, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          71            84
  CLUS_2         118            74
  CLUS_3          45            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       26    119     89
  18Q WILD-TYPE     23     69     99
D33V12, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          26            23
  CLUS_2         119            69
  CLUS_3          89            99

Clustering(34) Variable = 19P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P MUTATED        2      6      4      3
  19P WILD-TYPE      3      3      8      3
D34V1, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1           2             3
  CLUS_2           6             3
  CLUS_3           4             8
  CLUS_4           3             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED        3      5      7
  19P WILD-TYPE      4      8      5
D34V2, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1           3             4
  CLUS_2           5             8
  CLUS_3           7             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED      109     86     72
  19P WILD-TYPE     77    130     19
D34V3, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1         109            77
  CLUS_2          86           130
  CLUS_3          72            19
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED      109     70     51
  19P WILD-TYPE     32     70     99
D34V4, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1         109            32
  CLUS_2          70            70
  CLUS_3          51            99
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       51     34     45
  19P WILD-TYPE     43     34     28
D34V5, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          51            43
  CLUS_2          34            34
  CLUS_3          45            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       58     36     36
  19P WILD-TYPE     48     34     23
D34V6, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          58            48
  CLUS_2          36            34
  CLUS_3          36            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P MUTATED       73     46     47     79     20
  19P WILD-TYPE     65     66     29     27     34
D34V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       63     88    114
  19P WILD-TYPE     56    123     42
D34V8, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          63            56
  CLUS_2          88           123
  CLUS_3         114            42
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       74    150     38
  19P WILD-TYPE    105     81     40
D34V9, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          74           105
  CLUS_2         150            81
  CLUS_3          38            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       18    166     78
  19P WILD-TYPE     33     83    110
D34V10, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          18            33
  CLUS_2         166            83
  CLUS_3          78           110
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       68    125     34
  19P WILD-TYPE     87     67     44
D34V11, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          68            87
  CLUS_2         125            67
  CLUS_3          34            44
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       19    128     80
  19P WILD-TYPE     30     60    108
D34V12, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          19            30
  CLUS_2         128            60
  CLUS_3          80           108

Clustering(35) Variable = 19Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q MUTATED        0      6      3      3
  19Q WILD-TYPE      5      3      9      3
D35V1, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1           0             5
  CLUS_2           6             3
  CLUS_3           3             9
  CLUS_4           3             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED        3      4      5
  19Q WILD-TYPE      4      9      7
D35V2, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1           3             4
  CLUS_2           4             9
  CLUS_3           5             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       97     65     62
  19Q WILD-TYPE     89    151     29
D35V3, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          97            89
  CLUS_2          65           151
  CLUS_3          62            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       93     62     41
  19Q WILD-TYPE     48     78    109
D35V4, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          93            48
  CLUS_2          62            78
  CLUS_3          41           109
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       49     26     36
  19Q WILD-TYPE     45     42     37
D35V5, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          49            45
  CLUS_2          26            42
  CLUS_3          36            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       54     29     28
  19Q WILD-TYPE     52     41     31
D35V6, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          54            52
  CLUS_2          29            41
  CLUS_3          28            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q MUTATED       64     35     38     69     16
  19Q WILD-TYPE     74     77     38     37     38
D35V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       56     69     97
  19Q WILD-TYPE     63    142     59
D35V8, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          56            63
  CLUS_2          69           142
  CLUS_3          97            59
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       59    126     35
  19Q WILD-TYPE    120    105     43
D35V9, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          59           120
  CLUS_2         126           105
  CLUS_3          35            43
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       15    143     62
  19Q WILD-TYPE     36    106    126
D35V10, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          15            36
  CLUS_2         143           106
  CLUS_3          62           126
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       54    108     31
  19Q WILD-TYPE    101     84     47
D35V11, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          54           101
  CLUS_2         108            84
  CLUS_3          31            47
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       18    113     62
  19Q WILD-TYPE     31     75    126
D35V12, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          18            31
  CLUS_2         113            75
  CLUS_3          62           126

Clustering(36) Variable = 20P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P MUTATED        3      7      4      6
  20P WILD-TYPE      2      2      8      0
D36V1, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1           3             2
  CLUS_2           7             2
  CLUS_3           4             8
  CLUS_4           6             0
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED        7      5      8
  20P WILD-TYPE      0      8      4
D36V2, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1           7             0
  CLUS_2           5             8
  CLUS_3           8             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED      123     90     65
  20P WILD-TYPE     63    126     26
D36V3, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1         123            63
  CLUS_2          90           126
  CLUS_3          65            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       88     87     66
  20P WILD-TYPE     53     53     84
D36V4, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          88            53
  CLUS_2          87            53
  CLUS_3          66            84
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       67     29     45
  20P WILD-TYPE     27     39     28
D36V5, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          67            27
  CLUS_2          29            39
  CLUS_3          45            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       72     31     38
  20P WILD-TYPE     34     39     21
D36V6, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          72            34
  CLUS_2          31            39
  CLUS_3          38            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P MUTATED       90     51     43     68     22
  20P WILD-TYPE     48     61     33     38     32
D36V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       81     90    103
  20P WILD-TYPE     38    121     53
D36V8, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          81            38
  CLUS_2          90           121
  CLUS_3         103            53
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       77    146     51
  20P WILD-TYPE    102     85     27
D36V9, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          77           102
  CLUS_2         146            85
  CLUS_3          51            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       33    161     80
  20P WILD-TYPE     18     88    108
D36V10, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          33            18
  CLUS_2         161            88
  CLUS_3          80           108
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       72    121     45
  20P WILD-TYPE     83     71     33
D36V11, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          72            83
  CLUS_2         121            71
  CLUS_3          45            33
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       31    121     86
  20P WILD-TYPE     18     67    102
D36V12, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          31            18
  CLUS_2         121            67
  CLUS_3          86           102

Clustering(37) Variable = 20Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q MUTATED        2      6      4      6
  20Q WILD-TYPE      3      3      8      0
D37V1, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1           2             3
  CLUS_2           6             3
  CLUS_3           4             8
  CLUS_4           6             0
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED        7      5      6
  20Q WILD-TYPE      0      8      6
D37V2, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1           7             0
  CLUS_2           5             8
  CLUS_3           6             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED      110     81     65
  20Q WILD-TYPE     76    135     26
D37V3, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1         110            76
  CLUS_2          81           135
  CLUS_3          65            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       89     73     58
  20Q WILD-TYPE     52     67     92
D37V4, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          89            52
  CLUS_2          73            67
  CLUS_3          58            92
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       58     30     44
  20Q WILD-TYPE     36     38     29
D37V5, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          58            36
  CLUS_2          30            38
  CLUS_3          44            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       62     30     40
  20Q WILD-TYPE     44     40     19
D37V6, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          62            44
  CLUS_2          30            40
  CLUS_3          40            19
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q MUTATED       77     44     37     73     21
  20Q WILD-TYPE     61     68     39     33     33
D37V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       70     82    100
  20Q WILD-TYPE     49    129     56
D37V8, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          70            49
  CLUS_2          82           129
  CLUS_3         100            56
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       69    141     42
  20Q WILD-TYPE    110     90     36
D37V9, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          69           110
  CLUS_2         141            90
  CLUS_3          42            36
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       29    154     69
  20Q WILD-TYPE     22     95    119
D37V10, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          29            22
  CLUS_2         154            95
  CLUS_3          69           119
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       62    117     40
  20Q WILD-TYPE     93     75     38
D37V11, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          62            93
  CLUS_2         117            75
  CLUS_3          40            38
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       27    118     74
  20Q WILD-TYPE     22     70    114
D37V12, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          27            22
  CLUS_2         118            70
  CLUS_3          74           114

Clustering(38) Variable = 21Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q MUTATED        3      3      4      6
  21Q WILD-TYPE      2      6      8      0
D38V1, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1           3             2
  CLUS_2           3             6
  CLUS_3           4             8
  CLUS_4           6             0
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED        7      4      5
  21Q WILD-TYPE      0      9      7
D38V2, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1           7             0
  CLUS_2           4             9
  CLUS_3           5             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED      104     87     60
  21Q WILD-TYPE     82    129     31
D38V3, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1         104            82
  CLUS_2          87           129
  CLUS_3          60            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       78     70     63
  21Q WILD-TYPE     63     70     87
D38V4, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          78            63
  CLUS_2          70            70
  CLUS_3          63            87
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       48     31     46
  21Q WILD-TYPE     46     37     27
D38V5, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          48            46
  CLUS_2          31            37
  CLUS_3          46            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       55     31     39
  21Q WILD-TYPE     51     39     20
D38V6, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          55            51
  CLUS_2          31            39
  CLUS_3          39            20
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q MUTATED       74     42     41     72     17
  21Q WILD-TYPE     64     70     35     34     37
D38V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       62     83    101
  21Q WILD-TYPE     57    128     55
D38V8, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          62            57
  CLUS_2          83           128
  CLUS_3         101            55
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       67    141     39
  21Q WILD-TYPE    112     90     39
D38V9, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          67           112
  CLUS_2         141            90
  CLUS_3          39            39
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       21    152     74
  21Q WILD-TYPE     30     97    114
D38V10, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          21            30
  CLUS_2         152            97
  CLUS_3          74           114
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       66    109     36
  21Q WILD-TYPE     89     83     42
D38V11, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          66            89
  CLUS_2         109            83
  CLUS_3          36            42
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       16    113     82
  21Q WILD-TYPE     33     75    106
D38V12, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          16            33
  CLUS_2         113            75
  CLUS_3          82           106

Clustering(39) Variable = 22Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q MUTATED        3      6      3      4
  22Q WILD-TYPE      2      3      9      2
D39V1, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1           3             2
  CLUS_2           6             3
  CLUS_3           3             9
  CLUS_4           4             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED        4      4      8
  22Q WILD-TYPE      3      9      4
D39V2, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1           4             3
  CLUS_2           4             9
  CLUS_3           8             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED      129     77     67
  22Q WILD-TYPE     57    139     24
D39V3, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1         129            57
  CLUS_2          77           139
  CLUS_3          67            24
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       87     89     63
  22Q WILD-TYPE     54     51     87
D39V4, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          87            54
  CLUS_2          89            51
  CLUS_3          63            87
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       57     33     46
  22Q WILD-TYPE     37     35     27
D39V5, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          57            37
  CLUS_2          33            35
  CLUS_3          46            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       66     29     41
  22Q WILD-TYPE     40     41     18
D39V6, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          66            40
  CLUS_2          29            41
  CLUS_3          41            18
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q MUTATED       84     42     47     73     22
  22Q WILD-TYPE     54     70     29     33     32
D39V7, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       75     80    113
  22Q WILD-TYPE     44    131     43
D39V8, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          75            44
  CLUS_2          80           131
  CLUS_3         113            43
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       75    150     44
  22Q WILD-TYPE    104     81     34
D39V9, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          75           104
  CLUS_2         150            81
  CLUS_3          44            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       19    167     83
  22Q WILD-TYPE     32     82    105
D39V10, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          19            32
  CLUS_2         167            82
  CLUS_3          83           105
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       69    129     37
  22Q WILD-TYPE     86     63     41
D39V11, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          69            86
  CLUS_2         129            63
  CLUS_3          37            41
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       21    131     83
  22Q WILD-TYPE     28     57    105
D39V12, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          21            28
  CLUS_2         131            57
  CLUS_3          83           105

Clustering(40) Variable = XQ MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ MUTATED        2      1      5      2
  XQ WILD-TYPE      3      8      7      4
D40V1, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          2            3
  CLUS_2          1            8
  CLUS_3          5            7
  CLUS_4          2            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED        3      5      2
  XQ WILD-TYPE      4      8     10
D40V2, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          3            4
  CLUS_2          5            8
  CLUS_3          2           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       73     31     28
  XQ WILD-TYPE    113    185     63
D40V3, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         73          113
  CLUS_2         31          185
  CLUS_3         28           63
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       46     45     24
  XQ WILD-TYPE     95     95    126
D40V4, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         46           95
  CLUS_2         45           95
  CLUS_3         24          126
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       31     16     18
  XQ WILD-TYPE     63     52     55
D40V5, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         31           63
  CLUS_2         16           52
  CLUS_3         18           55
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       38     14     13
  XQ WILD-TYPE     68     56     46
D40V6, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         38           68
  CLUS_2         14           56
  CLUS_3         13           46
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ MUTATED       48     31     13     32      8
  XQ WILD-TYPE     90     81     63     74     46
D40V7, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       42     48     42
  XQ WILD-TYPE     77    163    114
D40V8, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         42           77
  CLUS_2         48          163
  CLUS_3         42          114
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       40     67     23
  XQ WILD-TYPE    139    164     55
D40V9, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         40          139
  CLUS_2         67          164
  CLUS_3         23           55
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       13     71     46
  XQ WILD-TYPE     38    178    142
D40V10, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         13           38
  CLUS_2         71          178
  CLUS_3         46          142
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       34     59     23
  XQ WILD-TYPE    121    133     55
D40V11, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         34          121
  CLUS_2         59          133
  CLUS_3         23           55
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       11     60     45
  XQ WILD-TYPE     38    128    143
D40V12, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         11           38
  CLUS_2         60          128
  CLUS_3         45          143
> q(save="no")
