
R version 2.10.1 (2009-12-14)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> 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/GBM-TP/6185522/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/GBM-TP/6185324/GBM-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=GBM-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=GBM-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/GBM-TP/6185324/GBM-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/GBM-TP/6185522/transformed.cor.cli.txt"

nPatients in clinical file=592, in cluster file=560, common to both=560
[1]  40 560
[1] "1P MUTATION ANALYSIS"
[1] 3
  1P MUTATED 1P WILD-TYPE 
          98          462 
  1P MUTATED 1P WILD-TYPE 
          98          462 
[1] "1Q MUTATION ANALYSIS"
[1] 3
  1Q MUTATED 1Q WILD-TYPE 
         103          457 
  1Q MUTATED 1Q WILD-TYPE 
         103          457 
[1] "2P MUTATION ANALYSIS"
[1] 3
  2P MUTATED 2P WILD-TYPE 
          66          494 
  2P MUTATED 2P WILD-TYPE 
          66          494 
[1] "2Q MUTATION ANALYSIS"
[1] 3
  2Q MUTATED 2Q WILD-TYPE 
          65          495 
  2Q MUTATED 2Q WILD-TYPE 
          65          495 
[1] "3P MUTATION ANALYSIS"
[1] 3
  3P MUTATED 3P WILD-TYPE 
          96          464 
  3P MUTATED 3P WILD-TYPE 
          96          464 
[1] "3Q MUTATION ANALYSIS"
[1] 3
  3Q MUTATED 3Q WILD-TYPE 
          96          464 
  3Q MUTATED 3Q WILD-TYPE 
          96          464 
[1] "4P MUTATION ANALYSIS"
[1] 3
  4P MUTATED 4P WILD-TYPE 
          88          472 
  4P MUTATED 4P WILD-TYPE 
          88          472 
[1] "4Q MUTATION ANALYSIS"
[1] 3
  4Q MUTATED 4Q WILD-TYPE 
          87          473 
  4Q MUTATED 4Q WILD-TYPE 
          87          473 
[1] "5P MUTATION ANALYSIS"
[1] 3
  5P MUTATED 5P WILD-TYPE 
          90          470 
  5P MUTATED 5P WILD-TYPE 
          90          470 
[1] "5Q MUTATION ANALYSIS"
[1] 3
  5Q MUTATED 5Q WILD-TYPE 
          83          477 
  5Q MUTATED 5Q WILD-TYPE 
          83          477 
[1] "6P MUTATION ANALYSIS"
[1] 3
  6P MUTATED 6P WILD-TYPE 
         107          453 
  6P MUTATED 6P WILD-TYPE 
         107          453 
[1] "6Q MUTATION ANALYSIS"
[1] 3
  6Q MUTATED 6Q WILD-TYPE 
         143          417 
  6Q MUTATED 6Q WILD-TYPE 
         143          417 
[1] "7P MUTATION ANALYSIS"
[1] 3
  7P MUTATED 7P WILD-TYPE 
         463           97 
  7P MUTATED 7P WILD-TYPE 
         463           97 
[1] "7Q MUTATION ANALYSIS"
[1] 3
  7Q MUTATED 7Q WILD-TYPE 
         466           94 
  7Q MUTATED 7Q WILD-TYPE 
         466           94 
[1] "8P MUTATION ANALYSIS"
[1] 3
  8P MUTATED 8P WILD-TYPE 
         109          451 
  8P MUTATED 8P WILD-TYPE 
         109          451 
[1] "8Q MUTATION ANALYSIS"
[1] 3
  8Q MUTATED 8Q WILD-TYPE 
         100          460 
  8Q MUTATED 8Q WILD-TYPE 
         100          460 
[1] "9P MUTATION ANALYSIS"
[1] 3
  9P MUTATED 9P WILD-TYPE 
         241          319 
  9P MUTATED 9P WILD-TYPE 
         241          319 
[1] "9Q MUTATION ANALYSIS"
[1] 3
  9Q MUTATED 9Q WILD-TYPE 
         158          402 
  9Q MUTATED 9Q WILD-TYPE 
         158          402 
[1] "10P MUTATION ANALYSIS"
[1] 3
  10P MUTATED 10P WILD-TYPE 
          479            81 
  10P MUTATED 10P WILD-TYPE 
          479            81 
[1] "10Q MUTATION ANALYSIS"
[1] 3
  10Q MUTATED 10Q WILD-TYPE 
          481            79 
  10Q MUTATED 10Q WILD-TYPE 
          481            79 
[1] "11P MUTATION ANALYSIS"
[1] 3
  11P MUTATED 11P WILD-TYPE 
          114           446 
  11P MUTATED 11P WILD-TYPE 
          114           446 
[1] "11Q MUTATION ANALYSIS"
[1] 3
  11Q MUTATED 11Q WILD-TYPE 
          105           455 
  11Q MUTATED 11Q WILD-TYPE 
          105           455 
[1] "12P MUTATION ANALYSIS"
[1] 3
  12P MUTATED 12P WILD-TYPE 
          117           443 
  12P MUTATED 12P WILD-TYPE 
          117           443 
[1] "12Q MUTATION ANALYSIS"
[1] 3
  12Q MUTATED 12Q WILD-TYPE 
          105           455 
  12Q MUTATED 12Q WILD-TYPE 
          105           455 
[1] "13Q MUTATION ANALYSIS"
[1] 3
  13Q MUTATED 13Q WILD-TYPE 
          191           369 
  13Q MUTATED 13Q WILD-TYPE 
          191           369 
[1] "14Q MUTATION ANALYSIS"
[1] 3
  14Q MUTATED 14Q WILD-TYPE 
          163           397 
  14Q MUTATED 14Q WILD-TYPE 
          163           397 
[1] "15Q MUTATION ANALYSIS"
[1] 3
  15Q MUTATED 15Q WILD-TYPE 
          123           437 
  15Q MUTATED 15Q WILD-TYPE 
          123           437 
[1] "16P MUTATION ANALYSIS"
[1] 3
  16P MUTATED 16P WILD-TYPE 
           99           461 
  16P MUTATED 16P WILD-TYPE 
           99           461 
[1] "16Q MUTATION ANALYSIS"
[1] 3
  16Q MUTATED 16Q WILD-TYPE 
          117           443 
  16Q MUTATED 16Q WILD-TYPE 
          117           443 
[1] "17P MUTATION ANALYSIS"
[1] 3
  17P MUTATED 17P WILD-TYPE 
          108           452 
  17P MUTATED 17P WILD-TYPE 
          108           452 
[1] "17Q MUTATION ANALYSIS"
[1] 3
  17Q MUTATED 17Q WILD-TYPE 
           98           462 
  17Q MUTATED 17Q WILD-TYPE 
           98           462 
[1] "18P MUTATION ANALYSIS"
[1] 3
  18P MUTATED 18P WILD-TYPE 
          126           434 
  18P MUTATED 18P WILD-TYPE 
          126           434 
[1] "18Q MUTATION ANALYSIS"
[1] 3
  18Q MUTATED 18Q WILD-TYPE 
          118           442 
  18Q MUTATED 18Q WILD-TYPE 
          118           442 
[1] "19P MUTATION ANALYSIS"
[1] 3
  19P MUTATED 19P WILD-TYPE 
          246           314 
  19P MUTATED 19P WILD-TYPE 
          246           314 
[1] "19Q MUTATION ANALYSIS"
[1] 3
  19Q MUTATED 19Q WILD-TYPE 
          227           333 
  19Q MUTATED 19Q WILD-TYPE 
          227           333 
[1] "20P MUTATION ANALYSIS"
[1] 3
  20P MUTATED 20P WILD-TYPE 
          235           325 
  20P MUTATED 20P WILD-TYPE 
          235           325 
[1] "20Q MUTATION ANALYSIS"
[1] 3
  20Q MUTATED 20Q WILD-TYPE 
          231           329 
  20Q MUTATED 20Q WILD-TYPE 
          231           329 
[1] "21Q MUTATION ANALYSIS"
[1] 3
  21Q MUTATED 21Q WILD-TYPE 
          102           458 
  21Q MUTATED 21Q WILD-TYPE 
          102           458 
[1] "22Q MUTATION ANALYSIS"
[1] 3
  22Q MUTATED 22Q WILD-TYPE 
          207           353 
  22Q MUTATED 22Q WILD-TYPE 
          207           353 
[1] "XQ MUTATION ANALYSIS"
[1] 3
  XQ MUTATED XQ WILD-TYPE 
         118          442 
  XQ MUTATED XQ WILD-TYPE 
         118          442 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
 [1] "MRNA_CNMF"             "MRNA_CHIERARCHICAL"    "MIR_CNMF"             
 [4] "MIR_CHIERARCHICAL"     "CN_CNMF"               "METHLYATION_CNMF"     
 [7] "RPPA_CNMF"             "RPPA_CHIERARCHICAL"    "MRNASEQ_CNMF"         
[10] "MRNASEQ_CHIERARCHICAL"

Input Data has 10 rows and 560 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:'MIR_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'MIR_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'CN_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'METHLYATION_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'RPPA_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'RPPA_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 9:'MRNASEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 10:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
 [1] "MRNA_CNMF"             "MRNA_CHIERARCHICAL"    "MIR_CNMF"             
 [4] "MIR_CHIERARCHICAL"     "CN_CNMF"               "METHLYATION_CNMF"     
 [7] "RPPA_CNMF"             "RPPA_CHIERARCHICAL"    "MRNASEQ_CNMF"         
[10] "MRNASEQ_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 560 columns, 0 survival variables, and 10 non-survival variables.
MRNA_CNMF, nv=4, binary=FALSE, numeric=FALSE
MRNA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIR_CNMF, nv=4, binary=FALSE, numeric=FALSE
MIR_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=4, binary=FALSE, numeric=FALSE
RPPA_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = 1P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P MUTATED       27     20     20     20
  1P WILD-TYPE    120     76    132     93
D1V1, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         27          120
  CLUS_2         20           76
  CLUS_3         20          132
  CLUS_4         20           93
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       15     33     39
  1P WILD-TYPE    102    138    181
D1V2, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         15          102
  CLUS_2         33          138
  CLUS_3         39          181
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P MUTATED       21     36     16     22
  1P WILD-TYPE    135    147     71     98
D1V3, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         21          135
  CLUS_2         36          147
  CLUS_3         16           71
  CLUS_4         22           98
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       35     36     24
  1P WILD-TYPE    142    148    161
D1V4, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         35          142
  CLUS_2         36          148
  CLUS_3         24          161
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       53     17     28
  1P WILD-TYPE     97    203    162
D1V5, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         53           97
  CLUS_2         17          203
  CLUS_3         28          162
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED        4      4      7
  1P WILD-TYPE     31     37     26
D1V6, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          4           31
  CLUS_2          4           37
  CLUS_3          7           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P MUTATED        7     10      9     11
  1P WILD-TYPE     47     48     35     34
D1V7, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          7           47
  CLUS_2         10           48
  CLUS_3          9           35
  CLUS_4         11           34
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       12      6     19
  1P WILD-TYPE     52     27     85
D1V8, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         12           52
  CLUS_2          6           27
  CLUS_3         19           85
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED        7     15      8
  1P WILD-TYPE     37     52     28
D1V9, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          7           37
  CLUS_2         15           52
  CLUS_3          8           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       14      5     11
  1P WILD-TYPE     52     16     49
D1V10, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         14           52
  CLUS_2          5           16
  CLUS_3         11           49

Clustering(2) Variable = 1Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q MUTATED       27     25     21     19
  1Q WILD-TYPE    120     71    131     94
D2V1, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         27          120
  CLUS_2         25           71
  CLUS_3         21          131
  CLUS_4         19           94
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       16     33     43
  1Q WILD-TYPE    101    138    177
D2V2, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         16          101
  CLUS_2         33          138
  CLUS_3         43          177
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q MUTATED       21     38     16     25
  1Q WILD-TYPE    135    145     71     95
D2V3, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         21          135
  CLUS_2         38          145
  CLUS_3         16           71
  CLUS_4         25           95
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       34     39     27
  1Q WILD-TYPE    143    145    158
D2V4, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         34          143
  CLUS_2         39          145
  CLUS_3         27          158
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       59     16     28
  1Q WILD-TYPE     91    204    162
D2V5, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         59           91
  CLUS_2         16          204
  CLUS_3         28          162
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED        5      4      8
  1Q WILD-TYPE     30     37     25
D2V6, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          5           30
  CLUS_2          4           37
  CLUS_3          8           25
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q MUTATED        8     10     10     10
  1Q WILD-TYPE     46     48     34     35
D2V7, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          8           46
  CLUS_2         10           48
  CLUS_3         10           34
  CLUS_4         10           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       13      5     20
  1Q WILD-TYPE     51     28     84
D2V8, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         13           51
  CLUS_2          5           28
  CLUS_3         20           84
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED        9     15      8
  1Q WILD-TYPE     35     52     28
D2V9, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          9           35
  CLUS_2         15           52
  CLUS_3          8           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       15      5     12
  1Q WILD-TYPE     51     16     48
D2V10, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         15           51
  CLUS_2          5           16
  CLUS_3         12           48

Clustering(3) Variable = 2P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P MUTATED       17     20     12     14
  2P WILD-TYPE    130     76    140     99
D3V1, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         17          130
  CLUS_2         20           76
  CLUS_3         12          140
  CLUS_4         14           99
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        9     26     28
  2P WILD-TYPE    108    145    192
D3V2, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          9          108
  CLUS_2         26          145
  CLUS_3         28          192
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P MUTATED       13     25     10     18
  2P WILD-TYPE    143    158     77    102
D3V3, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         13          143
  CLUS_2         25          158
  CLUS_3         10           77
  CLUS_4         18          102
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       22     23     21
  2P WILD-TYPE    155    161    164
D3V4, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         22          155
  CLUS_2         23          161
  CLUS_3         21          164
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       39      9     18
  2P WILD-TYPE    111    211    172
D3V5, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         39          111
  CLUS_2          9          211
  CLUS_3         18          172
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        1      1      8
  2P WILD-TYPE     34     40     25
D3V6, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          1           34
  CLUS_2          1           40
  CLUS_3          8           25
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P MUTATED        6      9      6      5
  2P WILD-TYPE     48     49     38     40
D3V7, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          6           48
  CLUS_2          9           49
  CLUS_3          6           38
  CLUS_4          5           40
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        8      3     15
  2P WILD-TYPE     56     30     89
D3V8, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          8           56
  CLUS_2          3           30
  CLUS_3         15           89
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        7      8      3
  2P WILD-TYPE     37     59     33
D3V9, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          7           37
  CLUS_2          8           59
  CLUS_3          3           33
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        9      3      6
  2P WILD-TYPE     57     18     54
D3V10, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          9           57
  CLUS_2          3           18
  CLUS_3          6           54

Clustering(4) Variable = 2Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q MUTATED       17     19     12     13
  2Q WILD-TYPE    130     77    140    100
D4V1, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         17          130
  CLUS_2         19           77
  CLUS_3         12          140
  CLUS_4         13          100
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        9     24     28
  2Q WILD-TYPE    108    147    192
D4V2, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          9          108
  CLUS_2         24          147
  CLUS_3         28          192
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q MUTATED       13     24      9     19
  2Q WILD-TYPE    143    159     78    101
D4V3, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         13          143
  CLUS_2         24          159
  CLUS_3          9           78
  CLUS_4         19          101
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       20     23     22
  2Q WILD-TYPE    157    161    163
D4V4, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         20          157
  CLUS_2         23          161
  CLUS_3         22          163
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       38      9     18
  2Q WILD-TYPE    112    211    172
D4V5, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         38          112
  CLUS_2          9          211
  CLUS_3         18          172
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        1      1      8
  2Q WILD-TYPE     34     40     25
D4V6, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          1           34
  CLUS_2          1           40
  CLUS_3          8           25
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q MUTATED        7      7      6      5
  2Q WILD-TYPE     47     51     38     40
D4V7, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          7           47
  CLUS_2          7           51
  CLUS_3          6           38
  CLUS_4          5           40
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        8      3     14
  2Q WILD-TYPE     56     30     90
D4V8, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          8           56
  CLUS_2          3           30
  CLUS_3         14           90
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        7      8      3
  2Q WILD-TYPE     37     59     33
D4V9, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          7           37
  CLUS_2          8           59
  CLUS_3          3           33
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        9      3      6
  2Q WILD-TYPE     57     18     54
D4V10, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          9           57
  CLUS_2          3           18
  CLUS_3          6           54

Clustering(5) Variable = 3P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P MUTATED       25     24     17     24
  3P WILD-TYPE    122     72    135     89
D5V1, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         25          122
  CLUS_2         24           72
  CLUS_3         17          135
  CLUS_4         24           89
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       15     38     37
  3P WILD-TYPE    102    133    183
D5V2, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         15          102
  CLUS_2         38          133
  CLUS_3         37          183
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P MUTATED       28     30     16     20
  3P WILD-TYPE    128    153     71    100
D5V3, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         28          128
  CLUS_2         30          153
  CLUS_3         16           71
  CLUS_4         20          100
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       29     38     27
  3P WILD-TYPE    148    146    158
D5V4, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         29          148
  CLUS_2         38          146
  CLUS_3         27          158
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       52     12     32
  3P WILD-TYPE     98    208    158
D5V5, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         52           98
  CLUS_2         12          208
  CLUS_3         32          158
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED        5      2      9
  3P WILD-TYPE     30     39     24
D5V6, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          5           30
  CLUS_2          2           39
  CLUS_3          9           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P MUTATED        7      5      8     10
  3P WILD-TYPE     47     53     36     35
D5V7, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          7           47
  CLUS_2          5           53
  CLUS_3          8           36
  CLUS_4         10           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       10      2     18
  3P WILD-TYPE     54     31     86
D5V8, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         10           54
  CLUS_2          2           31
  CLUS_3         18           86
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       10     14      5
  3P WILD-TYPE     34     53     31
D5V9, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         10           34
  CLUS_2         14           53
  CLUS_3          5           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       16      2     11
  3P WILD-TYPE     50     19     49
D5V10, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         16           50
  CLUS_2          2           19
  CLUS_3         11           49

Clustering(6) Variable = 3Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q MUTATED       24     24     16     26
  3Q WILD-TYPE    123     72    136     87
D6V1, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         24          123
  CLUS_2         24           72
  CLUS_3         16          136
  CLUS_4         26           87
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       14     38     38
  3Q WILD-TYPE    103    133    182
D6V2, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         14          103
  CLUS_2         38          133
  CLUS_3         38          182
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q MUTATED       26     31     18     19
  3Q WILD-TYPE    130    152     69    101
D6V3, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         26          130
  CLUS_2         31          152
  CLUS_3         18           69
  CLUS_4         19          101
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       31     40     23
  3Q WILD-TYPE    146    144    162
D6V4, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         31          146
  CLUS_2         40          144
  CLUS_3         23          162
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       53     12     31
  3Q WILD-TYPE     97    208    159
D6V5, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         53           97
  CLUS_2         12          208
  CLUS_3         31          159
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        4      2      9
  3Q WILD-TYPE     31     39     24
D6V6, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          4           31
  CLUS_2          2           39
  CLUS_3          9           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q MUTATED        7      6      8      9
  3Q WILD-TYPE     47     52     36     36
D6V7, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          7           47
  CLUS_2          6           52
  CLUS_3          8           36
  CLUS_4          9           36
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       10      2     18
  3Q WILD-TYPE     54     31     86
D6V8, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         10           54
  CLUS_2          2           31
  CLUS_3         18           86
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       11     14      5
  3Q WILD-TYPE     33     53     31
D6V9, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         11           33
  CLUS_2         14           53
  CLUS_3          5           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       16      2     12
  3Q WILD-TYPE     50     19     48
D6V10, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         16           50
  CLUS_2          2           19
  CLUS_3         12           48

Clustering(7) Variable = 4P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P MUTATED       19     26     21     16
  4P WILD-TYPE    128     70    131     97
D7V1, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         19          128
  CLUS_2         26           70
  CLUS_3         21          131
  CLUS_4         16           97
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       14     38     30
  4P WILD-TYPE    103    133    190
D7V2, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         14          103
  CLUS_2         38          133
  CLUS_3         30          190
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P MUTATED       20     38     12     17
  4P WILD-TYPE    136    145     75    103
D7V3, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         20          136
  CLUS_2         38          145
  CLUS_3         12           75
  CLUS_4         17          103
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       32     33     22
  4P WILD-TYPE    145    151    163
D7V4, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         32          145
  CLUS_2         33          151
  CLUS_3         22          163
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       41     21     26
  4P WILD-TYPE    109    199    164
D7V5, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         41          109
  CLUS_2         21          199
  CLUS_3         26          164
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED        3      5      4
  4P WILD-TYPE     32     36     29
D7V6, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          3           32
  CLUS_2          5           36
  CLUS_3          4           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P MUTATED        9      7      9      7
  4P WILD-TYPE     45     51     35     38
D7V7, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          9           45
  CLUS_2          7           51
  CLUS_3          9           35
  CLUS_4          7           38
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       11      3     18
  4P WILD-TYPE     53     30     86
D7V8, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         11           53
  CLUS_2          3           30
  CLUS_3         18           86
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       10     11      8
  4P WILD-TYPE     34     56     28
D7V9, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         10           34
  CLUS_2         11           56
  CLUS_3          8           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       13      2     14
  4P WILD-TYPE     53     19     46
D7V10, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         13           53
  CLUS_2          2           19
  CLUS_3         14           46

Clustering(8) Variable = 4Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q MUTATED       17     29     17     18
  4Q WILD-TYPE    130     67    135     95
D8V1, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         17          130
  CLUS_2         29           67
  CLUS_3         17          135
  CLUS_4         18           95
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       13     41     27
  4Q WILD-TYPE    104    130    193
D8V2, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         13          104
  CLUS_2         41          130
  CLUS_3         27          193
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q MUTATED       18     38     12     18
  4Q WILD-TYPE    138    145     75    102
D8V3, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         18          138
  CLUS_2         38          145
  CLUS_3         12           75
  CLUS_4         18          102
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       28     37     21
  4Q WILD-TYPE    149    147    164
D8V4, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         28          149
  CLUS_2         37          147
  CLUS_3         21          164
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       41     17     29
  4Q WILD-TYPE    109    203    161
D8V5, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         41          109
  CLUS_2         17          203
  CLUS_3         29          161
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED        2      5      9
  4Q WILD-TYPE     33     36     24
D8V6, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          2           33
  CLUS_2          5           36
  CLUS_3          9           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q MUTATED        8      9      8      7
  4Q WILD-TYPE     46     49     36     38
D8V7, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          8           46
  CLUS_2          9           49
  CLUS_3          8           36
  CLUS_4          7           38
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       10      3     19
  4Q WILD-TYPE     54     30     85
D8V8, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         10           54
  CLUS_2          3           30
  CLUS_3         19           85
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       12      9      8
  4Q WILD-TYPE     32     58     28
D8V9, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         12           32
  CLUS_2          9           58
  CLUS_3          8           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       12      2     15
  4Q WILD-TYPE     54     19     45
D8V10, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         12           54
  CLUS_2          2           19
  CLUS_3         15           45

Clustering(9) Variable = 5P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P MUTATED       23     29     13     19
  5P WILD-TYPE    124     67    139     94
D9V1, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         23          124
  CLUS_2         29           67
  CLUS_3         13          139
  CLUS_4         19           94
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       15     36     33
  5P WILD-TYPE    102    135    187
D9V2, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         15          102
  CLUS_2         36          135
  CLUS_3         33          187
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P MUTATED       21     35     11     20
  5P WILD-TYPE    135    148     76    100
D9V3, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         21          135
  CLUS_2         35          148
  CLUS_3         11           76
  CLUS_4         20          100
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       30     33     24
  5P WILD-TYPE    147    151    161
D9V4, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         30          147
  CLUS_2         33          151
  CLUS_3         24          161
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       44     13     33
  5P WILD-TYPE    106    207    157
D9V5, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         44          106
  CLUS_2         13          207
  CLUS_3         33          157
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED        2      3      8
  5P WILD-TYPE     33     38     25
D9V6, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          2           33
  CLUS_2          3           38
  CLUS_3          8           25
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P MUTATED        7      8      6      4
  5P WILD-TYPE     47     50     38     41
D9V7, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          7           47
  CLUS_2          8           50
  CLUS_3          6           38
  CLUS_4          4           41
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED        8      3     14
  5P WILD-TYPE     56     30     90
D9V8, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1          8           56
  CLUS_2          3           30
  CLUS_3         14           90
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       10     13      2
  5P WILD-TYPE     34     54     34
D9V9, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         10           34
  CLUS_2         13           54
  CLUS_3          2           34
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       13      4      8
  5P WILD-TYPE     53     17     52
D9V10, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         13           53
  CLUS_2          4           17
  CLUS_3          8           52

Clustering(10) Variable = 5Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q MUTATED       23     25     12     18
  5Q WILD-TYPE    124     71    140     95
D10V1, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         23          124
  CLUS_2         25           71
  CLUS_3         12          140
  CLUS_4         18           95
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       13     33     32
  5Q WILD-TYPE    104    138    188
D10V2, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         13          104
  CLUS_2         33          138
  CLUS_3         32          188
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q MUTATED       19     33     10     18
  5Q WILD-TYPE    137    150     77    102
D10V3, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         19          137
  CLUS_2         33          150
  CLUS_3         10           77
  CLUS_4         18          102
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       27     29     24
  5Q WILD-TYPE    150    155    161
D10V4, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         27          150
  CLUS_2         29          155
  CLUS_3         24          161
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       41     12     30
  5Q WILD-TYPE    109    208    160
D10V5, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         41          109
  CLUS_2         12          208
  CLUS_3         30          160
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED        2      3      9
  5Q WILD-TYPE     33     38     24
D10V6, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          2           33
  CLUS_2          3           38
  CLUS_3          9           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q MUTATED        6      8      6      4
  5Q WILD-TYPE     48     50     38     41
D10V7, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          6           48
  CLUS_2          8           50
  CLUS_3          6           38
  CLUS_4          4           41
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED        8      2     14
  5Q WILD-TYPE     56     31     90
D10V8, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          8           56
  CLUS_2          2           31
  CLUS_3         14           90
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       12     12      2
  5Q WILD-TYPE     32     55     34
D10V9, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         12           32
  CLUS_2         12           55
  CLUS_3          2           34
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       13      4      9
  5Q WILD-TYPE     53     17     51
D10V10, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         13           53
  CLUS_2          4           17
  CLUS_3          9           51

Clustering(11) Variable = 6P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P MUTATED       29     25     21     22
  6P WILD-TYPE    118     71    131     91
D11V1, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         29          118
  CLUS_2         25           71
  CLUS_3         21          131
  CLUS_4         22           91
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       19     42     36
  6P WILD-TYPE     98    129    184
D11V2, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         19           98
  CLUS_2         42          129
  CLUS_3         36          184
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P MUTATED       30     38     16     21
  6P WILD-TYPE    126    145     71     99
D11V3, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         30          126
  CLUS_2         38          145
  CLUS_3         16           71
  CLUS_4         21           99
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       34     36     35
  6P WILD-TYPE    143    148    150
D11V4, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         34          143
  CLUS_2         36          148
  CLUS_3         35          150
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       60     16     31
  6P WILD-TYPE     90    204    159
D11V5, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         60           90
  CLUS_2         16          204
  CLUS_3         31          159
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        9      5      6
  6P WILD-TYPE     26     36     27
D11V6, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          9           26
  CLUS_2          5           36
  CLUS_3          6           27
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P MUTATED       12     10      7      9
  6P WILD-TYPE     42     48     37     36
D11V7, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         12           42
  CLUS_2         10           48
  CLUS_3          7           37
  CLUS_4          9           36
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        9     11     18
  6P WILD-TYPE     55     22     86
D11V8, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          9           55
  CLUS_2         11           22
  CLUS_3         18           86
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        9     17      9
  6P WILD-TYPE     35     50     27
D11V9, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          9           35
  CLUS_2         17           50
  CLUS_3          9           27
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       17      2     16
  6P WILD-TYPE     49     19     44
D11V10, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         17           49
  CLUS_2          2           19
  CLUS_3         16           44

Clustering(12) Variable = 6Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q MUTATED       38     33     33     28
  6Q WILD-TYPE    109     63    119     85
D12V1, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         38          109
  CLUS_2         33           63
  CLUS_3         33          119
  CLUS_4         28           85
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       28     52     52
  6Q WILD-TYPE     89    119    168
D12V2, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         28           89
  CLUS_2         52          119
  CLUS_3         52          168
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q MUTATED       42     50     21     27
  6Q WILD-TYPE    114    133     66     93
D12V3, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         42          114
  CLUS_2         50          133
  CLUS_3         21           66
  CLUS_4         27           93
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       48     50     42
  6Q WILD-TYPE    129    134    143
D12V4, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         48          129
  CLUS_2         50          134
  CLUS_3         42          143
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       71     30     42
  6Q WILD-TYPE     79    190    148
D12V5, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         71           79
  CLUS_2         30          190
  CLUS_3         42          148
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       10     10      8
  6Q WILD-TYPE     25     31     25
D12V6, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         10           25
  CLUS_2         10           31
  CLUS_3          8           25
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q MUTATED       14     12      9     10
  6Q WILD-TYPE     40     46     35     35
D12V7, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         14           40
  CLUS_2         12           46
  CLUS_3          9           35
  CLUS_4         10           35
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       13     12     20
  6Q WILD-TYPE     51     21     84
D12V8, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         13           51
  CLUS_2         12           21
  CLUS_3         20           84
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       12     23     10
  6Q WILD-TYPE     32     44     26
D12V9, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         12           32
  CLUS_2         23           44
  CLUS_3         10           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       23      6     16
  6Q WILD-TYPE     43     15     44
D12V10, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         23           43
  CLUS_2          6           15
  CLUS_3         16           44

Clustering(13) Variable = 7P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P MUTATED      135     69    130     85
  7P WILD-TYPE     12     27     22     28
D13V1, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1        135           12
  CLUS_2         69           27
  CLUS_3        130           22
  CLUS_4         85           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED      100    122    197
  7P WILD-TYPE     17     49     23
D13V2, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1        100           17
  CLUS_2        122           49
  CLUS_3        197           23
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P MUTATED      140    142     65    106
  7P WILD-TYPE     16     41     22     14
D13V3, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1        140           16
  CLUS_2        142           41
  CLUS_3         65           22
  CLUS_4        106           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED      162    130    161
  7P WILD-TYPE     15     54     24
D13V4, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1        162           15
  CLUS_2        130           54
  CLUS_3        161           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED      137    196    130
  7P WILD-TYPE     13     24     60
D13V5, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1        137           13
  CLUS_2        196           24
  CLUS_3        130           60
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       32     38     22
  7P WILD-TYPE      3      3     11
D13V6, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         32            3
  CLUS_2         38            3
  CLUS_3         22           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P MUTATED       46     39     37     43
  7P WILD-TYPE      8     19      7      2
D13V7, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         46            8
  CLUS_2         39           19
  CLUS_3         37            7
  CLUS_4         43            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       55     29     81
  7P WILD-TYPE      9      4     23
D13V8, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         55            9
  CLUS_2         29            4
  CLUS_3         81           23
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       31     61     28
  7P WILD-TYPE     13      6      8
D13V9, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         31           13
  CLUS_2         61            6
  CLUS_3         28            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       61     18     41
  7P WILD-TYPE      5      3     19
D13V10, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         61            5
  CLUS_2         18            3
  CLUS_3         41           19

Clustering(14) Variable = 7Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q MUTATED      135     65    131     89
  7Q WILD-TYPE     12     31     21     24
D14V1, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1        135           12
  CLUS_2         65           31
  CLUS_3        131           21
  CLUS_4         89           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED      100    127    193
  7Q WILD-TYPE     17     44     27
D14V2, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1        100           17
  CLUS_2        127           44
  CLUS_3        193           27
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q MUTATED      141    140     69    104
  7Q WILD-TYPE     15     43     18     16
D14V3, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1        141           15
  CLUS_2        140           43
  CLUS_3         69           18
  CLUS_4        104           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED      156    138    160
  7Q WILD-TYPE     21     46     25
D14V4, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1        156           21
  CLUS_2        138           46
  CLUS_3        160           25
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED      133    199    134
  7Q WILD-TYPE     17     21     56
D14V5, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1        133           17
  CLUS_2        199           21
  CLUS_3        134           56
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       34     38     23
  7Q WILD-TYPE      1      3     10
D14V6, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         34            1
  CLUS_2         38            3
  CLUS_3         23           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q MUTATED       45     43     39     41
  7Q WILD-TYPE      9     15      5      4
D14V7, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         45            9
  CLUS_2         43           15
  CLUS_3         39            5
  CLUS_4         41            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       56     30     82
  7Q WILD-TYPE      8      3     22
D14V8, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         56            8
  CLUS_2         30            3
  CLUS_3         82           22
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       32     60     32
  7Q WILD-TYPE     12      7      4
D14V9, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         32           12
  CLUS_2         60            7
  CLUS_3         32            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       62     17     45
  7Q WILD-TYPE      4      4     15
D14V10, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         62            4
  CLUS_2         17            4
  CLUS_3         45           15

Clustering(15) Variable = 8P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P MUTATED       27     26     20     28
  8P WILD-TYPE    120     70    132     85
D15V1, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         27          120
  CLUS_2         26           70
  CLUS_3         20          132
  CLUS_4         28           85
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       15     44     42
  8P WILD-TYPE    102    127    178
D15V2, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         15          102
  CLUS_2         44          127
  CLUS_3         42          178
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P MUTATED       32     39     18     18
  8P WILD-TYPE    124    144     69    102
D15V3, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         32          124
  CLUS_2         39          144
  CLUS_3         18           69
  CLUS_4         18          102
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       28     48     31
  8P WILD-TYPE    149    136    154
D15V4, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         28          149
  CLUS_2         48          136
  CLUS_3         31          154
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       55     19     35
  8P WILD-TYPE     95    201    155
D15V5, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         55           95
  CLUS_2         19          201
  CLUS_3         35          155
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED        3      5      9
  8P WILD-TYPE     32     36     24
D15V6, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1          3           32
  CLUS_2          5           36
  CLUS_3          9           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P MUTATED        7     13      8      8
  8P WILD-TYPE     47     45     36     37
D15V7, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1          7           47
  CLUS_2         13           45
  CLUS_3          8           36
  CLUS_4          8           37
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       11      3     22
  8P WILD-TYPE     53     30     82
D15V8, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         11           53
  CLUS_2          3           30
  CLUS_3         22           82
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       12     14      7
  8P WILD-TYPE     32     53     29
D15V9, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         12           32
  CLUS_2         14           53
  CLUS_3          7           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       15      4     14
  8P WILD-TYPE     51     17     46
D15V10, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         15           51
  CLUS_2          4           17
  CLUS_3         14           46

Clustering(16) Variable = 8Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q MUTATED       22     27     17     27
  8Q WILD-TYPE    125     69    135     86
D16V1, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         22          125
  CLUS_2         27           69
  CLUS_3         17          135
  CLUS_4         27           86
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       13     43     37
  8Q WILD-TYPE    104    128    183
D16V2, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         13          104
  CLUS_2         43          128
  CLUS_3         37          183
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q MUTATED       31     36     16     14
  8Q WILD-TYPE    125    147     71    106
D16V3, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         31          125
  CLUS_2         36          147
  CLUS_3         16           71
  CLUS_4         14          106
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       26     44     27
  8Q WILD-TYPE    151    140    158
D16V4, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         26          151
  CLUS_2         44          140
  CLUS_3         27          158
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       51     16     33
  8Q WILD-TYPE     99    204    157
D16V5, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         51           99
  CLUS_2         16          204
  CLUS_3         33          157
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED        2      4      9
  8Q WILD-TYPE     33     37     24
D16V6, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1          2           33
  CLUS_2          4           37
  CLUS_3          9           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q MUTATED        6     11      7      7
  8Q WILD-TYPE     48     47     37     38
D16V7, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1          6           48
  CLUS_2         11           47
  CLUS_3          7           37
  CLUS_4          7           38
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED        9      2     20
  8Q WILD-TYPE     55     31     84
D16V8, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1          9           55
  CLUS_2          2           31
  CLUS_3         20           84
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       12     14      7
  8Q WILD-TYPE     32     53     29
D16V9, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         12           32
  CLUS_2         14           53
  CLUS_3          7           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       15      4     14
  8Q WILD-TYPE     51     17     46
D16V10, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         15           51
  CLUS_2          4           17
  CLUS_3         14           46

Clustering(17) Variable = 9P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P MUTATED       64     36     70     49
  9P WILD-TYPE     83     60     82     64
D17V1, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         64           83
  CLUS_2         36           60
  CLUS_3         70           82
  CLUS_4         49           64
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       54     69     96
  9P WILD-TYPE     63    102    124
D17V2, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         54           63
  CLUS_2         69          102
  CLUS_3         96          124
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P MUTATED       61     77     38     58
  9P WILD-TYPE     95    106     49     62
D17V3, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         61           95
  CLUS_2         77          106
  CLUS_3         38           49
  CLUS_4         58           62
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       83     72     79
  9P WILD-TYPE     94    112    106
D17V4, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         83           94
  CLUS_2         72          112
  CLUS_3         79          106
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       73     87     81
  9P WILD-TYPE     77    133    109
D17V5, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         73           77
  CLUS_2         87          133
  CLUS_3         81          109
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       15     17     16
  9P WILD-TYPE     20     24     17
D17V6, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         15           20
  CLUS_2         17           24
  CLUS_3         16           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P MUTATED       26     23     20     22
  9P WILD-TYPE     28     35     24     23
D17V7, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         26           28
  CLUS_2         23           35
  CLUS_3         20           24
  CLUS_4         22           23
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       34     16     41
  9P WILD-TYPE     30     17     63
D17V8, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         34           30
  CLUS_2         16           17
  CLUS_3         41           63
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       14     33     19
  9P WILD-TYPE     30     34     17
D17V9, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         14           30
  CLUS_2         33           34
  CLUS_3         19           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       29     13     24
  9P WILD-TYPE     37      8     36
D17V10, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         29           37
  CLUS_2         13            8
  CLUS_3         24           36

Clustering(18) Variable = 9Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q MUTATED       42     29     44     31
  9Q WILD-TYPE    105     67    108     82
D18V1, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         42          105
  CLUS_2         29           67
  CLUS_3         44          108
  CLUS_4         31           82
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       37     48     61
  9Q WILD-TYPE     80    123    159
D18V2, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         37           80
  CLUS_2         48          123
  CLUS_3         61          159
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q MUTATED       33     55     24     41
  9Q WILD-TYPE    123    128     63     79
D18V3, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         33          123
  CLUS_2         55          128
  CLUS_3         24           63
  CLUS_4         41           79
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       52     51     50
  9Q WILD-TYPE    125    133    135
D18V4, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         52          125
  CLUS_2         51          133
  CLUS_3         50          135
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       63     47     48
  9Q WILD-TYPE     87    173    142
D18V5, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         63           87
  CLUS_2         47          173
  CLUS_3         48          142
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED        6      7     13
  9Q WILD-TYPE     29     34     20
D18V6, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1          6           29
  CLUS_2          7           34
  CLUS_3         13           20
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q MUTATED       14     14     11     12
  9Q WILD-TYPE     40     44     33     33
D18V7, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         14           40
  CLUS_2         14           44
  CLUS_3         11           33
  CLUS_4         12           33
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       20      9     22
  9Q WILD-TYPE     44     24     82
D18V8, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         20           44
  CLUS_2          9           24
  CLUS_3         22           82
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       12     24      9
  9Q WILD-TYPE     32     43     27
D18V9, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         12           32
  CLUS_2         24           43
  CLUS_3          9           27
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       22      9     14
  9Q WILD-TYPE     44     12     46
D18V10, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         22           44
  CLUS_2          9           12
  CLUS_3         14           46

Clustering(19) Variable = 10P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P MUTATED      133     70    140     89
  10P WILD-TYPE     14     26     12     24
D19V1, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1         133            14
  CLUS_2          70            26
  CLUS_3         140            12
  CLUS_4          89            24
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED      108    133    191
  10P WILD-TYPE      9     38     29
D19V2, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1         108             9
  CLUS_2         133            38
  CLUS_3         191            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P MUTATED      142    152     70    104
  10P WILD-TYPE     14     31     17     16
D19V3, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1         142            14
  CLUS_2         152            31
  CLUS_3          70            17
  CLUS_4         104            16
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED      158    141    169
  10P WILD-TYPE     19     43     16
D19V4, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1         158            19
  CLUS_2         141            43
  CLUS_3         169            16
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED      140    212    127
  10P WILD-TYPE     10      8     63
D19V5, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1         140            10
  CLUS_2         212             8
  CLUS_3         127            63
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       31     40     27
  10P WILD-TYPE      4      1      6
D19V6, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          31             4
  CLUS_2          40             1
  CLUS_3          27             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P MUTATED       51     46     43     40
  10P WILD-TYPE      3     12      1      5
D19V7, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          51             3
  CLUS_2          46            12
  CLUS_3          43             1
  CLUS_4          40             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       61     31     88
  10P WILD-TYPE      3      2     16
D19V8, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          61             3
  CLUS_2          31             2
  CLUS_3          88            16
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       37     62     34
  10P WILD-TYPE      7      5      2
D19V9, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          37             7
  CLUS_2          62             5
  CLUS_3          34             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       61     21     51
  10P WILD-TYPE      5      0      9
D19V10, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          61             5
  CLUS_2          21             0
  CLUS_3          51             9

Clustering(20) Variable = 10Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q MUTATED      133     69    145     88
  10Q WILD-TYPE     14     27      7     25
D20V1, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1         133            14
  CLUS_2          69            27
  CLUS_3         145             7
  CLUS_4          88            25
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED      113    130    192
  10Q WILD-TYPE      4     41     28
D20V2, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1         113             4
  CLUS_2         130            41
  CLUS_3         192            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q MUTATED      145    152     69    104
  10Q WILD-TYPE     11     31     18     16
D20V3, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1         145            11
  CLUS_2         152            31
  CLUS_3          69            18
  CLUS_4         104            16
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED      160    142    168
  10Q WILD-TYPE     17     42     17
D20V4, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1         160            17
  CLUS_2         142            42
  CLUS_3         168            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED      140    217    124
  10Q WILD-TYPE     10      3     66
D20V5, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1         140            10
  CLUS_2         217             3
  CLUS_3         124            66
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       31     40     26
  10Q WILD-TYPE      4      1      7
D20V6, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          31             4
  CLUS_2          40             1
  CLUS_3          26             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q MUTATED       49     43     44     41
  10Q WILD-TYPE      5     15      0      4
D20V7, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          49             5
  CLUS_2          43            15
  CLUS_3          44             0
  CLUS_4          41             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       61     30     86
  10Q WILD-TYPE      3      3     18
D20V8, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          61             3
  CLUS_2          30             3
  CLUS_3          86            18
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       37     63     34
  10Q WILD-TYPE      7      4      2
D20V9, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          37             7
  CLUS_2          63             4
  CLUS_3          34             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       61     21     52
  10Q WILD-TYPE      5      0      8
D20V10, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          61             5
  CLUS_2          21             0
  CLUS_3          52             8

Clustering(21) Variable = 11P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P MUTATED       32     36     13     25
  11P WILD-TYPE    115     60    139     88
D21V1, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          32           115
  CLUS_2          36            60
  CLUS_3          13           139
  CLUS_4          25            88
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       11     52     43
  11P WILD-TYPE    106    119    177
D21V2, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          11           106
  CLUS_2          52           119
  CLUS_3          43           177
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P MUTATED       28     42     16     26
  11P WILD-TYPE    128    141     71     94
D21V3, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          28           128
  CLUS_2          42           141
  CLUS_3          16            71
  CLUS_4          26            94
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       26     51     35
  11P WILD-TYPE    151    133    150
D21V4, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          26           151
  CLUS_2          51           133
  CLUS_3          35           150
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       61     12     41
  11P WILD-TYPE     89    208    149
D21V5, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          61            89
  CLUS_2          12           208
  CLUS_3          41           149
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED        2      4      7
  11P WILD-TYPE     33     37     26
D21V6, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           2            33
  CLUS_2           4            37
  CLUS_3           7            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P MUTATED        9     13      7      8
  11P WILD-TYPE     45     45     37     37
D21V7, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           9            45
  CLUS_2          13            45
  CLUS_3           7            37
  CLUS_4           8            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED        8      3     26
  11P WILD-TYPE     56     30     78
D21V8, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           8            56
  CLUS_2           3            30
  CLUS_3          26            78
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       13     15      5
  11P WILD-TYPE     31     52     31
D21V9, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          13            31
  CLUS_2          15            52
  CLUS_3           5            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       16      2     15
  11P WILD-TYPE     50     19     45
D21V10, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          16            50
  CLUS_2           2            19
  CLUS_3          15            45

Clustering(22) Variable = 11Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q MUTATED       33     33     12     21
  11Q WILD-TYPE    114     63    140     92
D22V1, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          33           114
  CLUS_2          33            63
  CLUS_3          12           140
  CLUS_4          21            92
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       11     46     42
  11Q WILD-TYPE    106    125    178
D22V2, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          11           106
  CLUS_2          46           125
  CLUS_3          42           178
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q MUTATED       27     35     15     25
  11Q WILD-TYPE    129    148     72     95
D22V3, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          27           129
  CLUS_2          35           148
  CLUS_3          15            72
  CLUS_4          25            95
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       24     42     36
  11Q WILD-TYPE    153    142    149
D22V4, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          24           153
  CLUS_2          42           142
  CLUS_3          36           149
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       59     13     33
  11Q WILD-TYPE     91    207    157
D22V5, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          59            91
  CLUS_2          13           207
  CLUS_3          33           157
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED        2      4      4
  11Q WILD-TYPE     33     37     29
D22V6, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           2            33
  CLUS_2           4            37
  CLUS_3           4            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q MUTATED        8     11      7      8
  11Q WILD-TYPE     46     47     37     37
D22V7, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           8            46
  CLUS_2          11            47
  CLUS_3           7            37
  CLUS_4           8            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED        8      3     23
  11Q WILD-TYPE     56     30     81
D22V8, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           8            56
  CLUS_2           3            30
  CLUS_3          23            81
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED        9     14      4
  11Q WILD-TYPE     35     53     32
D22V9, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           9            35
  CLUS_2          14            53
  CLUS_3           4            32
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       15      2     10
  11Q WILD-TYPE     51     19     50
D22V10, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          15            51
  CLUS_2           2            19
  CLUS_3          10            50

Clustering(23) Variable = 12P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P MUTATED       32     30     23     23
  12P WILD-TYPE    115     66    129     90
D23V1, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          32           115
  CLUS_2          30            66
  CLUS_3          23           129
  CLUS_4          23            90
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       18     41     49
  12P WILD-TYPE     99    130    171
D23V2, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          18            99
  CLUS_2          41           130
  CLUS_3          49           171
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P MUTATED       32     46     16     22
  12P WILD-TYPE    124    137     71     98
D23V3, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          32           124
  CLUS_2          46           137
  CLUS_3          16            71
  CLUS_4          22            98
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       41     39     36
  12P WILD-TYPE    136    145    149
D23V4, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          41           136
  CLUS_2          39           145
  CLUS_3          36           149
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       57     25     35
  12P WILD-TYPE     93    195    155
D23V5, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          57            93
  CLUS_2          25           195
  CLUS_3          35           155
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED        3      8      7
  12P WILD-TYPE     32     33     26
D23V6, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           3            32
  CLUS_2           8            33
  CLUS_3           7            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P MUTATED        3     10     10      6
  12P WILD-TYPE     51     48     34     39
D23V7, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           3            51
  CLUS_2          10            48
  CLUS_3          10            34
  CLUS_4           6            39
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       11      1     17
  12P WILD-TYPE     53     32     87
D23V8, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          11            53
  CLUS_2           1            32
  CLUS_3          17            87
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED        5     19      6
  12P WILD-TYPE     39     48     30
D23V9, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1           5            39
  CLUS_2          19            48
  CLUS_3           6            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       17      4      9
  12P WILD-TYPE     49     17     51
D23V10, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          17            49
  CLUS_2           4            17
  CLUS_3           9            51

Clustering(24) Variable = 12Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q MUTATED       28     25     22     21
  12Q WILD-TYPE    119     71    130     92
D24V1, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          28           119
  CLUS_2          25            71
  CLUS_3          22           130
  CLUS_4          21            92
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       17     36     43
  12Q WILD-TYPE    100    135    177
D24V2, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          17           100
  CLUS_2          36           135
  CLUS_3          43           177
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q MUTATED       26     43     13     22
  12Q WILD-TYPE    130    140     74     98
D24V3, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          26           130
  CLUS_2          43           140
  CLUS_3          13            74
  CLUS_4          22            98
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       38     35     31
  12Q WILD-TYPE    139    149    154
D24V4, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          38           139
  CLUS_2          35           149
  CLUS_3          31           154
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       53     21     31
  12Q WILD-TYPE     97    199    159
D24V5, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          53            97
  CLUS_2          21           199
  CLUS_3          31           159
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED        3      7      8
  12Q WILD-TYPE     32     34     25
D24V6, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           3            32
  CLUS_2           7            34
  CLUS_3           8            25
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q MUTATED        4     11     10      5
  12Q WILD-TYPE     50     47     34     40
D24V7, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           4            50
  CLUS_2          11            47
  CLUS_3          10            34
  CLUS_4           5            40
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       12      2     16
  12Q WILD-TYPE     52     31     88
D24V8, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          12            52
  CLUS_2           2            31
  CLUS_3          16            88
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED        5     16      6
  12Q WILD-TYPE     39     51     30
D24V9, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1           5            39
  CLUS_2          16            51
  CLUS_3           6            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       15      3      9
  12Q WILD-TYPE     51     18     51
D24V10, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          15            51
  CLUS_2           3            18
  CLUS_3           9            51

Clustering(25) Variable = 13Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q MUTATED       61     39     27     45
  13Q WILD-TYPE     86     57    125     68
D25V1, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          61            86
  CLUS_2          39            57
  CLUS_3          27           125
  CLUS_4          45            68
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       21     67     84
  13Q WILD-TYPE     96    104    136
D25V2, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          21            96
  CLUS_2          67           104
  CLUS_3          84           136
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q MUTATED       53     67     30     36
  13Q WILD-TYPE    103    116     57     84
D25V3, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          53           103
  CLUS_2          67           116
  CLUS_3          30            57
  CLUS_4          36            84
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       52     72     62
  13Q WILD-TYPE    125    112    123
D25V4, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          52           125
  CLUS_2          72           112
  CLUS_3          62           123
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       97     28     66
  13Q WILD-TYPE     53    192    124
D25V5, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          97            53
  CLUS_2          28           192
  CLUS_3          66           124
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED        7      7     19
  13Q WILD-TYPE     28     34     14
D25V6, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1           7            28
  CLUS_2           7            34
  CLUS_3          19            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q MUTATED       17     21     11     15
  13Q WILD-TYPE     37     37     33     30
D25V7, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          17            37
  CLUS_2          21            37
  CLUS_3          11            33
  CLUS_4          15            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       15      8     41
  13Q WILD-TYPE     49     25     63
D25V8, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          15            49
  CLUS_2           8            25
  CLUS_3          41            63
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       21     20     11
  13Q WILD-TYPE     23     47     25
D25V9, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          21            23
  CLUS_2          20            47
  CLUS_3          11            25
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       26      5     21
  13Q WILD-TYPE     40     16     39
D25V10, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          26            40
  CLUS_2           5            16
  CLUS_3          21            39

Clustering(26) Variable = 14Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q MUTATED       52     39     23     41
  14Q WILD-TYPE     95     57    129     72
D26V1, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          52            95
  CLUS_2          39            57
  CLUS_3          23           129
  CLUS_4          41            72
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       21     62     72
  14Q WILD-TYPE     96    109    148
D26V2, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          21            96
  CLUS_2          62           109
  CLUS_3          72           148
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q MUTATED       44     57     30     31
  14Q WILD-TYPE    112    126     57     89
D26V3, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          44           112
  CLUS_2          57           126
  CLUS_3          30            57
  CLUS_4          31            89
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       52     59     51
  14Q WILD-TYPE    125    125    134
D26V4, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          52           125
  CLUS_2          59           125
  CLUS_3          51           134
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       90     16     57
  14Q WILD-TYPE     60    204    133
D26V5, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          90            60
  CLUS_2          16           204
  CLUS_3          57           133
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED        9      5     14
  14Q WILD-TYPE     26     36     19
D26V6, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           9            26
  CLUS_2           5            36
  CLUS_3          14            19
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q MUTATED       16     18     12     11
  14Q WILD-TYPE     38     40     32     34
D26V7, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          16            38
  CLUS_2          18            40
  CLUS_3          12            32
  CLUS_4          11            34
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       14      9     34
  14Q WILD-TYPE     50     24     70
D26V8, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          14            50
  CLUS_2           9            24
  CLUS_3          34            70
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       21     21     14
  14Q WILD-TYPE     23     46     22
D26V9, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          21            23
  CLUS_2          21            46
  CLUS_3          14            22
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       26      2     28
  14Q WILD-TYPE     40     19     32
D26V10, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          26            40
  CLUS_2           2            19
  CLUS_3          28            32

Clustering(27) Variable = 15Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q MUTATED       35     33     14     35
  15Q WILD-TYPE    112     63    138     78
D27V1, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          35           112
  CLUS_2          33            63
  CLUS_3          14           138
  CLUS_4          35            78
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       11     59     47
  15Q WILD-TYPE    106    112    173
D27V2, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          11           106
  CLUS_2          59           112
  CLUS_3          47           173
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q MUTATED       28     53     19     21
  15Q WILD-TYPE    128    130     68     99
D27V3, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          28           128
  CLUS_2          53           130
  CLUS_3          19            68
  CLUS_4          21            99
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       39     53     29
  15Q WILD-TYPE    138    131    156
D27V4, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          39           138
  CLUS_2          53           131
  CLUS_3          29           156
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       64     21     38
  15Q WILD-TYPE     86    199    152
D27V5, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          64            86
  CLUS_2          21           199
  CLUS_3          38           152
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED        2      1     13
  15Q WILD-TYPE     33     40     20
D27V6, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           2            33
  CLUS_2           1            40
  CLUS_3          13            20
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q MUTATED        9     18      6      8
  15Q WILD-TYPE     45     40     38     37
D27V7, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           9            45
  CLUS_2          18            40
  CLUS_3           6            38
  CLUS_4           8            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED        6      6     29
  15Q WILD-TYPE     58     27     75
D27V8, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           6            58
  CLUS_2           6            27
  CLUS_3          29            75
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       16     15      5
  15Q WILD-TYPE     28     52     31
D27V9, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          16            28
  CLUS_2          15            52
  CLUS_3           5            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       19      2     15
  15Q WILD-TYPE     47     19     45
D27V10, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          19            47
  CLUS_2           2            19
  CLUS_3          15            45

Clustering(28) Variable = 16P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P MUTATED       29     26     15     25
  16P WILD-TYPE    118     70    137     88
D28V1, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          29           118
  CLUS_2          26            70
  CLUS_3          15           137
  CLUS_4          25            88
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       15     40     40
  16P WILD-TYPE    102    131    180
D28V2, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          15           102
  CLUS_2          40           131
  CLUS_3          40           180
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P MUTATED       24     35     14     25
  16P WILD-TYPE    132    148     73     95
D28V3, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          24           132
  CLUS_2          35           148
  CLUS_3          14            73
  CLUS_4          25            95
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       30     37     31
  16P WILD-TYPE    147    147    154
D28V4, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          30           147
  CLUS_2          37           147
  CLUS_3          31           154
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       46     17     36
  16P WILD-TYPE    104    203    154
D28V5, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          46           104
  CLUS_2          17           203
  CLUS_3          36           154
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED        6      3      4
  16P WILD-TYPE     29     38     29
D28V6, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           6            29
  CLUS_2           3            38
  CLUS_3           4            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P MUTATED       14      8      5     10
  16P WILD-TYPE     40     50     39     35
D28V7, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          14            40
  CLUS_2           8            50
  CLUS_3           5            39
  CLUS_4          10            35
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED        8      7     22
  16P WILD-TYPE     56     26     82
D28V8, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           8            56
  CLUS_2           7            26
  CLUS_3          22            82
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED        8     16      6
  16P WILD-TYPE     36     51     30
D28V9, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           8            36
  CLUS_2          16            51
  CLUS_3           6            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       16      4     10
  16P WILD-TYPE     50     17     50
D28V10, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          16            50
  CLUS_2           4            17
  CLUS_3          10            50

Clustering(29) Variable = 16Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q MUTATED       34     31     17     27
  16Q WILD-TYPE    113     65    135     86
D29V1, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          34           113
  CLUS_2          31            65
  CLUS_3          17           135
  CLUS_4          27            86
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       18     42     49
  16Q WILD-TYPE     99    129    171
D29V2, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          18            99
  CLUS_2          42           129
  CLUS_3          49           171
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q MUTATED       33     39     16     28
  16Q WILD-TYPE    123    144     71     92
D29V3, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          33           123
  CLUS_2          39           144
  CLUS_3          16            71
  CLUS_4          28            92
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       34     45     37
  16Q WILD-TYPE    143    139    148
D29V4, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          34           143
  CLUS_2          45           139
  CLUS_3          37           148
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       49     24     44
  16Q WILD-TYPE    101    196    146
D29V5, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          49           101
  CLUS_2          24           196
  CLUS_3          44           146
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED        7      6      6
  16Q WILD-TYPE     28     35     27
D29V6, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           7            28
  CLUS_2           6            35
  CLUS_3           6            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q MUTATED       17      9      7     14
  16Q WILD-TYPE     37     49     37     31
D29V7, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          17            37
  CLUS_2           9            49
  CLUS_3           7            37
  CLUS_4          14            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       11      9     27
  16Q WILD-TYPE     53     24     77
D29V8, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          11            53
  CLUS_2           9            24
  CLUS_3          27            77
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED        9     17      9
  16Q WILD-TYPE     35     50     27
D29V9, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           9            35
  CLUS_2          17            50
  CLUS_3           9            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       18      3     14
  16Q WILD-TYPE     48     18     46
D29V10, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          18            48
  CLUS_2           3            18
  CLUS_3          14            46

Clustering(30) Variable = 17P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P MUTATED       34     27     14     25
  17P WILD-TYPE    113     69    138     88
D30V1, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          34           113
  CLUS_2          27            69
  CLUS_3          14           138
  CLUS_4          25            88
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       19     41     40
  17P WILD-TYPE     98    130    180
D30V2, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          19            98
  CLUS_2          41           130
  CLUS_3          40           180
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P MUTATED       27     41     15     24
  17P WILD-TYPE    129    142     72     96
D30V3, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          27           129
  CLUS_2          41           142
  CLUS_3          15            72
  CLUS_4          24            96
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       29     45     33
  17P WILD-TYPE    148    139    152
D30V4, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          29           148
  CLUS_2          45           139
  CLUS_3          33           152
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       60     13     35
  17P WILD-TYPE     90    207    155
D30V5, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          60            90
  CLUS_2          13           207
  CLUS_3          35           155
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED        3      3     10
  17P WILD-TYPE     32     38     23
D30V6, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1           3            32
  CLUS_2           3            38
  CLUS_3          10            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P MUTATED       13     12      3      8
  17P WILD-TYPE     41     46     41     37
D30V7, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          13            41
  CLUS_2          12            46
  CLUS_3           3            41
  CLUS_4           8            37
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED        6      7     23
  17P WILD-TYPE     58     26     81
D30V8, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1           6            58
  CLUS_2           7            26
  CLUS_3          23            81
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED        9     16      7
  17P WILD-TYPE     35     51     29
D30V9, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1           9            35
  CLUS_2          16            51
  CLUS_3           7            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       16      3     13
  17P WILD-TYPE     50     18     47
D30V10, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          16            50
  CLUS_2           3            18
  CLUS_3          13            47

Clustering(31) Variable = 17Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q MUTATED       32     24     15     19
  17Q WILD-TYPE    115     72    137     94
D31V1, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          32           115
  CLUS_2          24            72
  CLUS_3          15           137
  CLUS_4          19            94
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       19     32     39
  17Q WILD-TYPE     98    139    181
D31V2, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          19            98
  CLUS_2          32           139
  CLUS_3          39           181
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q MUTATED       25     34     13     25
  17Q WILD-TYPE    131    149     74     95
D31V3, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          25           131
  CLUS_2          34           149
  CLUS_3          13            74
  CLUS_4          25            95
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       28     36     33
  17Q WILD-TYPE    149    148    152
D31V4, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          28           149
  CLUS_2          36           148
  CLUS_3          33           152
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       54     15     29
  17Q WILD-TYPE     96    205    161
D31V5, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          54            96
  CLUS_2          15           205
  CLUS_3          29           161
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        2      3      8
  17Q WILD-TYPE     33     38     25
D31V6, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           2            33
  CLUS_2           3            38
  CLUS_3           8            25
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q MUTATED        9      9      3      7
  17Q WILD-TYPE     45     49     41     38
D31V7, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           9            45
  CLUS_2           9            49
  CLUS_3           3            41
  CLUS_4           7            38
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        6      5     17
  17Q WILD-TYPE     58     28     87
D31V8, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           6            58
  CLUS_2           5            28
  CLUS_3          17            87
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        8     16      5
  17Q WILD-TYPE     36     51     31
D31V9, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           8            36
  CLUS_2          16            51
  CLUS_3           5            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       16      3     10
  17Q WILD-TYPE     50     18     50
D31V10, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          16            50
  CLUS_2           3            18
  CLUS_3          10            50

Clustering(32) Variable = 18P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P MUTATED       30     40     14     30
  18P WILD-TYPE    117     56    138     83
D32V1, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          30           117
  CLUS_2          40            56
  CLUS_3          14           138
  CLUS_4          30            83
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED        9     51     54
  18P WILD-TYPE    108    120    166
D32V2, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1           9           108
  CLUS_2          51           120
  CLUS_3          54           166
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P MUTATED       25     53     16     29
  18P WILD-TYPE    131    130     71     91
D32V3, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          25           131
  CLUS_2          53           130
  CLUS_3          16            71
  CLUS_4          29            91
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       43     46     34
  18P WILD-TYPE    134    138    151
D32V4, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          43           134
  CLUS_2          46           138
  CLUS_3          34           151
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       61     16     49
  18P WILD-TYPE     89    204    141
D32V5, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          61            89
  CLUS_2          16           204
  CLUS_3          49           141
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED        7      7     12
  18P WILD-TYPE     28     34     21
D32V6, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1           7            28
  CLUS_2           7            34
  CLUS_3          12            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P MUTATED       14     18      5     15
  18P WILD-TYPE     40     40     39     30
D32V7, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          14            40
  CLUS_2          18            40
  CLUS_3           5            39
  CLUS_4          15            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       10      5     37
  18P WILD-TYPE     54     28     67
D32V8, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          10            54
  CLUS_2           5            28
  CLUS_3          37            67
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       15     16      5
  18P WILD-TYPE     29     51     31
D32V9, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          15            29
  CLUS_2          16            51
  CLUS_3           5            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       18      4     14
  18P WILD-TYPE     48     17     46
D32V10, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          18            48
  CLUS_2           4            17
  CLUS_3          14            46

Clustering(33) Variable = 18Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q MUTATED       27     35     15     31
  18Q WILD-TYPE    120     61    137     82
D33V1, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          27           120
  CLUS_2          35            61
  CLUS_3          15           137
  CLUS_4          31            82
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       10     49     49
  18Q WILD-TYPE    107    122    171
D33V2, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          10           107
  CLUS_2          49           122
  CLUS_3          49           171
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q MUTATED       29     46     14     26
  18Q WILD-TYPE    127    137     73     94
D33V3, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          29           127
  CLUS_2          46           137
  CLUS_3          14            73
  CLUS_4          26            94
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       43     41     31
  18Q WILD-TYPE    134    143    154
D33V4, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          43           134
  CLUS_2          41           143
  CLUS_3          31           154
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       58     17     43
  18Q WILD-TYPE     92    203    147
D33V5, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          58            92
  CLUS_2          17           203
  CLUS_3          43           147
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED        6      6     10
  18Q WILD-TYPE     29     35     23
D33V6, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1           6            29
  CLUS_2           6            35
  CLUS_3          10            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q MUTATED       12     19      5     14
  18Q WILD-TYPE     42     39     39     31
D33V7, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          12            42
  CLUS_2          19            39
  CLUS_3           5            39
  CLUS_4          14            31
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       10      4     36
  18Q WILD-TYPE     54     29     68
D33V8, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          10            54
  CLUS_2           4            29
  CLUS_3          36            68
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       13     17      6
  18Q WILD-TYPE     31     50     30
D33V9, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          13            31
  CLUS_2          17            50
  CLUS_3           6            30
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       16      5     15
  18Q WILD-TYPE     50     16     45
D33V10, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          16            50
  CLUS_2           5            16
  CLUS_3          15            45

Clustering(34) Variable = 19P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P MUTATED       56     44     93     30
  19P WILD-TYPE     91     52     59     83
D34V1, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          56            91
  CLUS_2          44            52
  CLUS_3          93            59
  CLUS_4          30            83
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       68     59     96
  19P WILD-TYPE     49    112    124
D34V2, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          68            49
  CLUS_2          59           112
  CLUS_3          96           124
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P MUTATED       72     91     26     50
  19P WILD-TYPE     84     92     61     70
D34V3, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          72            84
  CLUS_2          91            92
  CLUS_3          26            61
  CLUS_4          50            70
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       94     67     78
  19P WILD-TYPE     83    117    107
D34V4, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          94            83
  CLUS_2          67           117
  CLUS_3          78           107
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       55    134     57
  19P WILD-TYPE     95     86    133
D34V5, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          55            95
  CLUS_2         134            86
  CLUS_3          57           133
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       11     21     11
  19P WILD-TYPE     24     20     22
D34V6, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          11            24
  CLUS_2          21            20
  CLUS_3          11            22
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P MUTATED       18     23     29     17
  19P WILD-TYPE     36     35     15     28
D34V7, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          18            36
  CLUS_2          23            35
  CLUS_3          29            15
  CLUS_4          17            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       42      9     36
  19P WILD-TYPE     22     24     68
D34V8, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          42            22
  CLUS_2           9            24
  CLUS_3          36            68
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       14     30     15
  19P WILD-TYPE     30     37     21
D34V9, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          14            30
  CLUS_2          30            37
  CLUS_3          15            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       27     13     19
  19P WILD-TYPE     39      8     41
D34V10, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          27            39
  CLUS_2          13             8
  CLUS_3          19            41

Clustering(35) Variable = 19Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q MUTATED       53     38     87     27
  19Q WILD-TYPE     94     58     65     86
D35V1, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          53            94
  CLUS_2          38            58
  CLUS_3          87            65
  CLUS_4          27            86
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       64     48     93
  19Q WILD-TYPE     53    123    127
D35V2, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          64            53
  CLUS_2          48           123
  CLUS_3          93           127
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q MUTATED       69     75     26     50
  19Q WILD-TYPE     87    108     61     70
D35V3, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          69            87
  CLUS_2          75           108
  CLUS_3          26            61
  CLUS_4          50            70
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       81     63     76
  19Q WILD-TYPE     96    121    109
D35V4, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          81            96
  CLUS_2          63           121
  CLUS_3          76           109
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       48    125     54
  19Q WILD-TYPE    102     95    136
D35V5, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          48           102
  CLUS_2         125            95
  CLUS_3          54           136
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       11     18      8
  19Q WILD-TYPE     24     23     25
D35V6, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          11            24
  CLUS_2          18            23
  CLUS_3           8            25
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q MUTATED       13     20     24     17
  19Q WILD-TYPE     41     38     20     28
D35V7, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          13            41
  CLUS_2          20            38
  CLUS_3          24            20
  CLUS_4          17            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       36      7     31
  19Q WILD-TYPE     28     26     73
D35V8, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          36            28
  CLUS_2           7            26
  CLUS_3          31            73
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       12     30     15
  19Q WILD-TYPE     32     37     21
D35V9, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          12            32
  CLUS_2          30            37
  CLUS_3          15            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       27     12     18
  19Q WILD-TYPE     39      9     42
D35V10, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          27            39
  CLUS_2          12             9
  CLUS_3          18            42

Clustering(36) Variable = 20P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P MUTATED       55     36     86     32
  20P WILD-TYPE     92     60     66     81
D36V1, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          55            92
  CLUS_2          36            60
  CLUS_3          86            66
  CLUS_4          32            81
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       70     51     88
  20P WILD-TYPE     47    120    132
D36V2, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          70            47
  CLUS_2          51           120
  CLUS_3          88           132
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P MUTATED       63     82     27     58
  20P WILD-TYPE     93    101     60     62
D36V3, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          63            93
  CLUS_2          82           101
  CLUS_3          27            60
  CLUS_4          58            62
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       90     56     84
  20P WILD-TYPE     87    128    101
D36V4, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          90            87
  CLUS_2          56           128
  CLUS_3          84           101
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       70    107     58
  20P WILD-TYPE     80    113    132
D36V5, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          70            80
  CLUS_2         107           113
  CLUS_3          58           132
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       13     18      7
  20P WILD-TYPE     22     23     26
D36V6, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          13            22
  CLUS_2          18            23
  CLUS_3           7            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P MUTATED       20     17     23     16
  20P WILD-TYPE     34     41     21     29
D36V7, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          20            34
  CLUS_2          17            41
  CLUS_3          23            21
  CLUS_4          16            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       33      9     34
  20P WILD-TYPE     31     24     70
D36V8, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          33            31
  CLUS_2           9            24
  CLUS_3          34            70
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       18     26     13
  20P WILD-TYPE     26     41     23
D36V9, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          18            26
  CLUS_2          26            41
  CLUS_3          13            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       22     15     20
  20P WILD-TYPE     44      6     40
D36V10, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          22            44
  CLUS_2          15             6
  CLUS_3          20            40

Clustering(37) Variable = 20Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q MUTATED       54     36     86     30
  20Q WILD-TYPE     93     60     66     83
D37V1, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          54            93
  CLUS_2          36            60
  CLUS_3          86            66
  CLUS_4          30            83
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       69     50     87
  20Q WILD-TYPE     48    121    133
D37V2, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          69            48
  CLUS_2          50           121
  CLUS_3          87           133
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q MUTATED       64     81     23     58
  20Q WILD-TYPE     92    102     64     62
D37V3, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          64            92
  CLUS_2          81           102
  CLUS_3          23            64
  CLUS_4          58            62
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       89     53     84
  20Q WILD-TYPE     88    131    101
D37V4, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          89            88
  CLUS_2          53           131
  CLUS_3          84           101
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       68    107     56
  20Q WILD-TYPE     82    113    134
D37V5, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          68            82
  CLUS_2         107           113
  CLUS_3          56           134
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       13     19      6
  20Q WILD-TYPE     22     22     27
D37V6, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          13            22
  CLUS_2          19            22
  CLUS_3           6            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q MUTATED       22     16     23     17
  20Q WILD-TYPE     32     42     21     28
D37V7, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          22            32
  CLUS_2          16            42
  CLUS_3          23            21
  CLUS_4          17            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       34     10     34
  20Q WILD-TYPE     30     23     70
D37V8, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          34            30
  CLUS_2          10            23
  CLUS_3          34            70
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       17     26     13
  20Q WILD-TYPE     27     41     23
D37V9, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          17            27
  CLUS_2          26            41
  CLUS_3          13            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       22     15     19
  20Q WILD-TYPE     44      6     41
D37V10, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          22            44
  CLUS_2          15             6
  CLUS_3          19            41

Clustering(38) Variable = 21Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q MUTATED       32     23     19     17
  21Q WILD-TYPE    115     73    133     96
D38V1, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          32           115
  CLUS_2          23            73
  CLUS_3          19           133
  CLUS_4          17            96
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       14     31     46
  21Q WILD-TYPE    103    140    174
D38V2, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          14           103
  CLUS_2          31           140
  CLUS_3          46           174
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q MUTATED       30     35     12     24
  21Q WILD-TYPE    126    148     75     96
D38V3, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          30           126
  CLUS_2          35           148
  CLUS_3          12            75
  CLUS_4          24            96
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       28     31     42
  21Q WILD-TYPE    149    153    143
D38V4, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          28           149
  CLUS_2          31           153
  CLUS_3          42           143
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       49     17     36
  21Q WILD-TYPE    101    203    154
D38V5, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          49           101
  CLUS_2          17           203
  CLUS_3          36           154
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED        3      5      7
  21Q WILD-TYPE     32     36     26
D38V6, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1           3            32
  CLUS_2           5            36
  CLUS_3           7            26
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q MUTATED        8      7     10      7
  21Q WILD-TYPE     46     51     34     38
D38V7, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1           8            46
  CLUS_2           7            51
  CLUS_3          10            34
  CLUS_4           7            38
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       12      5     15
  21Q WILD-TYPE     52     28     89
D38V8, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          12            52
  CLUS_2           5            28
  CLUS_3          15            89
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED        4     20      8
  21Q WILD-TYPE     40     47     28
D38V9, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1           4            40
  CLUS_2          20            47
  CLUS_3           8            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       19      4      9
  21Q WILD-TYPE     47     17     51
D38V10, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          19            47
  CLUS_2           4            17
  CLUS_3           9            51

Clustering(39) Variable = 22Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q MUTATED       57     46     45     43
  22Q WILD-TYPE     90     50    107     70
D39V1, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          57            90
  CLUS_2          46            50
  CLUS_3          45           107
  CLUS_4          43            70
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       39     64     88
  22Q WILD-TYPE     78    107    132
D39V2, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          39            78
  CLUS_2          64           107
  CLUS_3          88           132
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q MUTATED       58     75     25     47
  22Q WILD-TYPE     98    108     62     73
D39V3, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          58            98
  CLUS_2          75           108
  CLUS_3          25            62
  CLUS_4          47            73
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       62     66     77
  22Q WILD-TYPE    115    118    108
D39V4, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          62           115
  CLUS_2          66           118
  CLUS_3          77           108
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       86     52     69
  22Q WILD-TYPE     64    168    121
D39V5, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          86            64
  CLUS_2          52           168
  CLUS_3          69           121
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       15     16      8
  22Q WILD-TYPE     20     25     25
D39V6, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          15            20
  CLUS_2          16            25
  CLUS_3           8            25
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q MUTATED       20     26     15     17
  22Q WILD-TYPE     34     32     29     28
D39V7, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          20            34
  CLUS_2          26            32
  CLUS_3          15            29
  CLUS_4          17            28
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       19     15     44
  22Q WILD-TYPE     45     18     60
D39V8, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          19            45
  CLUS_2          15            18
  CLUS_3          44            60
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       20     27     19
  22Q WILD-TYPE     24     40     17
D39V9, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          20            24
  CLUS_2          27            40
  CLUS_3          19            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       32      6     28
  22Q WILD-TYPE     34     15     32
D39V10, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          32            34
  CLUS_2           6            15
  CLUS_3          28            32

Clustering(40) Variable = XQ MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ MUTATED       24     34     30     22
  XQ WILD-TYPE    123     62    122     91
D40V1, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         24          123
  CLUS_2         34           62
  CLUS_3         30          122
  CLUS_4         22           91
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       21     44     45
  XQ WILD-TYPE     96    127    175
D40V2, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         21           96
  CLUS_2         44          127
  CLUS_3         45          175
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ MUTATED       29     48     18     22
  XQ WILD-TYPE    127    135     69     98
D40V3, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         29          127
  CLUS_2         48          135
  CLUS_3         18           69
  CLUS_4         22           98
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       44     38     35
  XQ WILD-TYPE    133    146    150
D40V4, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         44          133
  CLUS_2         38          146
  CLUS_3         35          150
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       59     33     26
  XQ WILD-TYPE     91    187    164
D40V5, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         59           91
  CLUS_2         33          187
  CLUS_3         26          164
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED        5     11     11
  XQ WILD-TYPE     30     30     22
D40V6, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1          5           30
  CLUS_2         11           30
  CLUS_3         11           22
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ MUTATED       12     14     11     12
  XQ WILD-TYPE     42     44     33     33
D40V7, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         12           42
  CLUS_2         14           44
  CLUS_3         11           33
  CLUS_4         12           33
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       14      7     28
  XQ WILD-TYPE     50     26     76
D40V8, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         14           50
  CLUS_2          7           26
  CLUS_3         28           76
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       14     20      8
  XQ WILD-TYPE     30     47     28
D40V9, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         14           30
  CLUS_2         20           47
  CLUS_3          8           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       19      7     16
  XQ WILD-TYPE     47     14     44
D40V10, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         19           47
  CLUS_2          7           14
  CLUS_3         16           44
> q(save="no")
