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

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> source("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/13/Correlate_Genomic_Events.R")
> result <- main("/xchip/tcga/gdac_prod/applications/process_mgmt/firehose_task_registry/tcga-gdac/GDAC_Correlate_Genomic_Events/broadinstitute.org/cancer.genome.analysis/10441/13/", "-nF=/xchip/tcga/Tools/Nozzle/v1.current", "-tTRUE", "-iD=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/ACC-TP/6159674/transformed.cor.cli.txt", "-iC=/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_mergedClustering/ACC-TP/6159636/ACC-TP.transferedmergedcluster.txt", "-fF=", "-fC=3", "-fH=5", "-fW=9", "-fP=OUT", "-cP=0.05", "-cQ=0.25", "-MF=ONLYSIG", "-oT=ACC-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=ACC-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/ACC-TP/6159636/ACC-TP.transferedmergedcluster.txt"
[1] "dfn:"
[1] "/xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/ACC-TP/6159674/transformed.cor.cli.txt"

nPatients in clinical file=92, in cluster file=90, common to both=90
[1] 40 90
[1] "1P MUTATION ANALYSIS"
[1] 3
  1P MUTATED 1P WILD-TYPE 
          33           57 
  1P MUTATED 1P WILD-TYPE 
          33           57 
[1] "1Q MUTATION ANALYSIS"
[1] 3
  1Q MUTATED 1Q WILD-TYPE 
          28           62 
  1Q MUTATED 1Q WILD-TYPE 
          28           62 
[1] "2P MUTATION ANALYSIS"
[1] 3
  2P MUTATED 2P WILD-TYPE 
          30           60 
  2P MUTATED 2P WILD-TYPE 
          30           60 
[1] "2Q MUTATION ANALYSIS"
[1] 3
  2Q MUTATED 2Q WILD-TYPE 
          27           63 
  2Q MUTATED 2Q WILD-TYPE 
          27           63 
[1] "3P MUTATION ANALYSIS"
[1] 3
  3P MUTATED 3P WILD-TYPE 
          33           57 
  3P MUTATED 3P WILD-TYPE 
          33           57 
[1] "3Q MUTATION ANALYSIS"
[1] 3
  3Q MUTATED 3Q WILD-TYPE 
          35           55 
  3Q MUTATED 3Q WILD-TYPE 
          35           55 
[1] "4P MUTATION ANALYSIS"
[1] 3
  4P MUTATED 4P WILD-TYPE 
          47           43 
  4P MUTATED 4P WILD-TYPE 
          47           43 
[1] "4Q MUTATION ANALYSIS"
[1] 3
  4Q MUTATED 4Q WILD-TYPE 
          44           46 
  4Q MUTATED 4Q WILD-TYPE 
          44           46 
[1] "5P MUTATION ANALYSIS"
[1] 3
  5P MUTATED 5P WILD-TYPE 
          65           25 
  5P MUTATED 5P WILD-TYPE 
          65           25 
[1] "5Q MUTATION ANALYSIS"
[1] 3
  5Q MUTATED 5Q WILD-TYPE 
          60           30 
  5Q MUTATED 5Q WILD-TYPE 
          60           30 
[1] "6P MUTATION ANALYSIS"
[1] 3
  6P MUTATED 6P WILD-TYPE 
          37           53 
  6P MUTATED 6P WILD-TYPE 
          37           53 
[1] "6Q MUTATION ANALYSIS"
[1] 3
  6Q MUTATED 6Q WILD-TYPE 
          38           52 
  6Q MUTATED 6Q WILD-TYPE 
          38           52 
[1] "7P MUTATION ANALYSIS"
[1] 3
  7P MUTATED 7P WILD-TYPE 
          53           37 
  7P MUTATED 7P WILD-TYPE 
          53           37 
[1] "7Q MUTATION ANALYSIS"
[1] 3
  7Q MUTATED 7Q WILD-TYPE 
          54           36 
  7Q MUTATED 7Q WILD-TYPE 
          54           36 
[1] "8P MUTATION ANALYSIS"
[1] 3
  8P MUTATED 8P WILD-TYPE 
          48           42 
  8P MUTATED 8P WILD-TYPE 
          48           42 
[1] "8Q MUTATION ANALYSIS"
[1] 3
  8Q MUTATED 8Q WILD-TYPE 
          50           40 
  8Q MUTATED 8Q WILD-TYPE 
          50           40 
[1] "9P MUTATION ANALYSIS"
[1] 3
  9P MUTATED 9P WILD-TYPE 
          40           50 
  9P MUTATED 9P WILD-TYPE 
          40           50 
[1] "9Q MUTATION ANALYSIS"
[1] 3
  9Q MUTATED 9Q WILD-TYPE 
          40           50 
  9Q MUTATED 9Q WILD-TYPE 
          40           50 
[1] "10P MUTATION ANALYSIS"
[1] 3
  10P MUTATED 10P WILD-TYPE 
           37            53 
  10P MUTATED 10P WILD-TYPE 
           37            53 
[1] "10Q MUTATION ANALYSIS"
[1] 3
  10Q MUTATED 10Q WILD-TYPE 
           36            54 
  10Q MUTATED 10Q WILD-TYPE 
           36            54 
[1] "11P MUTATION ANALYSIS"
[1] 3
  11P MUTATED 11P WILD-TYPE 
           29            61 
  11P MUTATED 11P WILD-TYPE 
           29            61 
[1] "11Q MUTATION ANALYSIS"
[1] 3
  11Q MUTATED 11Q WILD-TYPE 
           29            61 
  11Q MUTATED 11Q WILD-TYPE 
           29            61 
[1] "12P MUTATION ANALYSIS"
[1] 3
  12P MUTATED 12P WILD-TYPE 
           69            21 
  12P MUTATED 12P WILD-TYPE 
           69            21 
[1] "12Q MUTATION ANALYSIS"
[1] 3
  12Q MUTATED 12Q WILD-TYPE 
           68            22 
  12Q MUTATED 12Q WILD-TYPE 
           68            22 
[1] "13Q MUTATION ANALYSIS"
[1] 3
  13Q MUTATED 13Q WILD-TYPE 
           45            45 
  13Q MUTATED 13Q WILD-TYPE 
           45            45 
[1] "14Q MUTATION ANALYSIS"
[1] 3
  14Q MUTATED 14Q WILD-TYPE 
           39            51 
  14Q MUTATED 14Q WILD-TYPE 
           39            51 
[1] "15Q MUTATION ANALYSIS"
[1] 3
  15Q MUTATED 15Q WILD-TYPE 
           32            58 
  15Q MUTATED 15Q WILD-TYPE 
           32            58 
[1] "16P MUTATION ANALYSIS"
[1] 3
  16P MUTATED 16P WILD-TYPE 
           55            35 
  16P MUTATED 16P WILD-TYPE 
           55            35 
[1] "16Q MUTATION ANALYSIS"
[1] 3
  16Q MUTATED 16Q WILD-TYPE 
           52            38 
  16Q MUTATED 16Q WILD-TYPE 
           52            38 
[1] "17P MUTATION ANALYSIS"
[1] 3
  17P MUTATED 17P WILD-TYPE 
           37            53 
  17P MUTATED 17P WILD-TYPE 
           37            53 
[1] "17Q MUTATION ANALYSIS"
[1] 3
  17Q MUTATED 17Q WILD-TYPE 
           31            59 
  17Q MUTATED 17Q WILD-TYPE 
           31            59 
[1] "18P MUTATION ANALYSIS"
[1] 3
  18P MUTATED 18P WILD-TYPE 
           43            47 
  18P MUTATED 18P WILD-TYPE 
           43            47 
[1] "18Q MUTATION ANALYSIS"
[1] 3
  18Q MUTATED 18Q WILD-TYPE 
           40            50 
  18Q MUTATED 18Q WILD-TYPE 
           40            50 
[1] "19P MUTATION ANALYSIS"
[1] 3
  19P MUTATED 19P WILD-TYPE 
           61            29 
  19P MUTATED 19P WILD-TYPE 
           61            29 
[1] "19Q MUTATION ANALYSIS"
[1] 3
  19Q MUTATED 19Q WILD-TYPE 
           56            34 
  19Q MUTATED 19Q WILD-TYPE 
           56            34 
[1] "20P MUTATION ANALYSIS"
[1] 3
  20P MUTATED 20P WILD-TYPE 
           55            35 
  20P MUTATED 20P WILD-TYPE 
           55            35 
[1] "20Q MUTATION ANALYSIS"
[1] 3
  20Q MUTATED 20Q WILD-TYPE 
           52            38 
  20Q MUTATED 20Q WILD-TYPE 
           52            38 
[1] "21Q MUTATION ANALYSIS"
[1] 3
  21Q MUTATED 21Q WILD-TYPE 
           46            44 
  21Q MUTATED 21Q WILD-TYPE 
           46            44 
[1] "22Q MUTATION ANALYSIS"
[1] 3
  22Q MUTATED 22Q WILD-TYPE 
           51            39 
  22Q MUTATED 22Q WILD-TYPE 
           51            39 
[1] "XQ MUTATION ANALYSIS"
[1] 3
  XQ MUTATED XQ WILD-TYPE 
          57           33 
  XQ MUTATED XQ WILD-TYPE 
          57           33 
[1] "terrence_modification_tag"
[1] TRUE
[1] "data2feature, selection="
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
[5] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[7] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"

Input Data has 8 rows and 90 columns.

Variable 1:'CN_CNMF':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 2:'METHLYATION_CNMF':	nDistinctValues=5,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 3:'MRNASEQ_CNMF':	nDistinctValues=4,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 4:'MRNASEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 5:'MIRSEQ_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 6:'MIRSEQ_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 7:'MIRSEQ_MATURE_CNMF':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
Variable 8:'MIRSEQ_MATURE_CHIERARCHICAL':	nDistinctValues=3,	numeric=FALSE,	binary=FALSE,	exclude=FALSE.
[1] "rownames(nsurv.mat)"
[1] "CN_CNMF"                     "METHLYATION_CNMF"           
[3] "MRNASEQ_CNMF"                "MRNASEQ_CHIERARCHICAL"      
[5] "MIRSEQ_CNMF"                 "MIRSEQ_CHIERARCHICAL"       
[7] "MIRSEQ_MATURE_CNMF"          "MIRSEQ_MATURE_CHIERARCHICAL"
[1] "TUMOR.?STAGE"
[1] "TUMOR.?GRADE"
[1] "PATHOLOGY.T"
[1] "PATHOLOGY.N"
Output Data has 90 columns, 0 survival variables, and 8 non-survival variables.
CN_CNMF, nv=5, binary=FALSE, numeric=FALSE
METHLYATION_CNMF, nv=5, binary=FALSE, numeric=FALSE
MRNASEQ_CNMF, nv=4, binary=FALSE, numeric=FALSE
MRNASEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CNMF, nv=3, binary=FALSE, numeric=FALSE
MIRSEQ_MATURE_CHIERARCHICAL, nv=3, binary=FALSE, numeric=FALSE

Clustering(1) Variable = 1P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P MUTATED       14      4      4      6      5
  1P WILD-TYPE     18     20     11      4      4
D1V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1P MUTATED        9      3      9      3      4
  1P WILD-TYPE      9      8     11     15      7
D1V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1P MUTATED       13      3      4      8
  1P WILD-TYPE     11     10     13     15
D1V3, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         13           11
  CLUS_2          3           10
  CLUS_3          4           13
  CLUS_4          8           15
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       13      9      6
  1P WILD-TYPE     10     23     16
D1V4, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         13           10
  CLUS_2          9           23
  CLUS_3          6           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       12      5     11
  1P WILD-TYPE     24     11     15
D1V5, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         12           24
  CLUS_2          5           11
  CLUS_3         11           15
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED        9      5     14
  1P WILD-TYPE     17      5     28
D1V6, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1          9           17
  CLUS_2          5            5
  CLUS_3         14           28
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       13      6      9
  1P WILD-TYPE     24     12     14
D1V7, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         13           24
  CLUS_2          6           12
  CLUS_3          9           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1P MUTATED       14      5      9
  1P WILD-TYPE     26      6     18
D1V8, multiclass
        clus
vv       1P MUTATED 1P WILD-TYPE
  CLUS_1         14           26
  CLUS_2          5            6
  CLUS_3          9           18

Clustering(2) Variable = 1Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q MUTATED       12      4      4      4      4
  1Q WILD-TYPE     20     20     11      6      5
D2V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  1Q MUTATED        9      1      8      3      2
  1Q WILD-TYPE      9     10     12     15      9
D2V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  1Q MUTATED       10      4      4      5
  1Q WILD-TYPE     14      9     13     18
D2V3, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         10           14
  CLUS_2          4            9
  CLUS_3          4           13
  CLUS_4          5           18
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       10      7      6
  1Q WILD-TYPE     13     25     16
D2V4, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         10           13
  CLUS_2          7           25
  CLUS_3          6           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       10      5      8
  1Q WILD-TYPE     26     11     18
D2V5, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         10           26
  CLUS_2          5           11
  CLUS_3          8           18
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED        8      4     11
  1Q WILD-TYPE     18      6     31
D2V6, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1          8           18
  CLUS_2          4            6
  CLUS_3         11           31
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       11      5      7
  1Q WILD-TYPE     26     13     16
D2V7, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         11           26
  CLUS_2          5           13
  CLUS_3          7           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  1Q MUTATED       11      4      8
  1Q WILD-TYPE     29      7     19
D2V8, multiclass
        clus
vv       1Q MUTATED 1Q WILD-TYPE
  CLUS_1         11           29
  CLUS_2          4            7
  CLUS_3          8           19

Clustering(3) Variable = 2P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P MUTATED       14      2      4      6      4
  2P WILD-TYPE     18     22     11      4      5
D3V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2P MUTATED        8      2      7      3      5
  2P WILD-TYPE     10      9     13     15      6
D3V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2P MUTATED       10      3      5      7
  2P WILD-TYPE     14     10     12     16
D3V3, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         10           14
  CLUS_2          3           10
  CLUS_3          5           12
  CLUS_4          7           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       11      8      6
  2P WILD-TYPE     12     24     16
D3V4, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         11           12
  CLUS_2          8           24
  CLUS_3          6           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       14      2      9
  2P WILD-TYPE     22     14     17
D3V5, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         14           22
  CLUS_2          2           14
  CLUS_3          9           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED        5      4     16
  2P WILD-TYPE     21      6     26
D3V6, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1          5           21
  CLUS_2          4            6
  CLUS_3         16           26
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       15      3      7
  2P WILD-TYPE     22     15     16
D3V7, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         15           22
  CLUS_2          3           15
  CLUS_3          7           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2P MUTATED       16      4      5
  2P WILD-TYPE     24      7     22
D3V8, multiclass
        clus
vv       2P MUTATED 2P WILD-TYPE
  CLUS_1         16           24
  CLUS_2          4            7
  CLUS_3          5           22

Clustering(4) Variable = 2Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q MUTATED       11      2      4      6      4
  2Q WILD-TYPE     21     22     11      4      5
D4V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  2Q MUTATED        6      0      7      3      5
  2Q WILD-TYPE     12     11     13     15      6
D4V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  2Q MUTATED        7      3      5      6
  2Q WILD-TYPE     17     10     12     17
D4V3, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          7           17
  CLUS_2          3           10
  CLUS_3          5           12
  CLUS_4          6           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        7      8      6
  2Q WILD-TYPE     16     24     16
D4V4, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          7           16
  CLUS_2          8           24
  CLUS_3          6           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       12      1      8
  2Q WILD-TYPE     24     15     18
D4V5, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         12           24
  CLUS_2          1           15
  CLUS_3          8           18
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED        4      4     13
  2Q WILD-TYPE     22      6     29
D4V6, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1          4           22
  CLUS_2          4            6
  CLUS_3         13           29
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       13      1      7
  2Q WILD-TYPE     24     17     16
D4V7, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         13           24
  CLUS_2          1           17
  CLUS_3          7           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  2Q MUTATED       13      4      4
  2Q WILD-TYPE     27      7     23
D4V8, multiclass
        clus
vv       2Q MUTATED 2Q WILD-TYPE
  CLUS_1         13           27
  CLUS_2          4            7
  CLUS_3          4           23

Clustering(5) Variable = 3P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P MUTATED       12      5      5      6      5
  3P WILD-TYPE     20     19     10      4      4
D5V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3P MUTATED        5      4      9      6      3
  3P WILD-TYPE     13      7     11     12      8
D5V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3P MUTATED        7      4      9      7
  3P WILD-TYPE     17      9      8     16
D5V3, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          7           17
  CLUS_2          4            9
  CLUS_3          9            8
  CLUS_4          7           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED        7     10     10
  3P WILD-TYPE     16     22     12
D5V4, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1          7           16
  CLUS_2         10           22
  CLUS_3         10           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       13      5      9
  3P WILD-TYPE     23     11     17
D5V5, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         13           23
  CLUS_2          5           11
  CLUS_3          9           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       10      2     15
  3P WILD-TYPE     16      8     27
D5V6, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         10           16
  CLUS_2          2            8
  CLUS_3         15           27
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       13      7      7
  3P WILD-TYPE     24     11     16
D5V7, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         13           24
  CLUS_2          7           11
  CLUS_3          7           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3P MUTATED       15      2     10
  3P WILD-TYPE     25      9     17
D5V8, multiclass
        clus
vv       3P MUTATED 3P WILD-TYPE
  CLUS_1         15           25
  CLUS_2          2            9
  CLUS_3         10           17

Clustering(6) Variable = 3Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q MUTATED       14      4      6      6      5
  3Q WILD-TYPE     18     20      9      4      4
D6V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  3Q MUTATED        7      5      8      6      3
  3Q WILD-TYPE     11      6     12     12      8
D6V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  3Q MUTATED        8      5      9      7
  3Q WILD-TYPE     16      8      8     16
D6V3, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          8           16
  CLUS_2          5            8
  CLUS_3          9            8
  CLUS_4          7           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       10      9     10
  3Q WILD-TYPE     13     23     12
D6V4, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         10           13
  CLUS_2          9           23
  CLUS_3         10           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       15      6      8
  3Q WILD-TYPE     21     10     18
D6V5, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         15           21
  CLUS_2          6           10
  CLUS_3          8           18
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED        9      2     18
  3Q WILD-TYPE     17      8     24
D6V6, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1          9           17
  CLUS_2          2            8
  CLUS_3         18           24
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       15      8      6
  3Q WILD-TYPE     22     10     17
D6V7, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         15           22
  CLUS_2          8           10
  CLUS_3          6           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  3Q MUTATED       18      2      9
  3Q WILD-TYPE     22      9     18
D6V8, multiclass
        clus
vv       3Q MUTATED 3Q WILD-TYPE
  CLUS_1         18           22
  CLUS_2          2            9
  CLUS_3          9           18

Clustering(7) Variable = 4P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P MUTATED        9     13     10      7      8
  4P WILD-TYPE     23     11      5      3      1
D7V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4P MUTATED        8      5     14      7      6
  4P WILD-TYPE     10      6      6     11      5
D7V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4P MUTATED        8      8     12     11
  4P WILD-TYPE     16      5      5     12
D7V3, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          8           16
  CLUS_2          8            5
  CLUS_3         12            5
  CLUS_4         11           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED        8     16     15
  4P WILD-TYPE     15     16      7
D7V4, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1          8           15
  CLUS_2         16           16
  CLUS_3         15            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       19      7     14
  4P WILD-TYPE     17      9     12
D7V5, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         19           17
  CLUS_2          7            9
  CLUS_3         14           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       14      6     20
  4P WILD-TYPE     12      4     22
D7V6, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         14           12
  CLUS_2          6            4
  CLUS_3         20           22
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       19      9     12
  4P WILD-TYPE     18      9     11
D7V7, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         19           18
  CLUS_2          9            9
  CLUS_3         12           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4P MUTATED       20      6     14
  4P WILD-TYPE     20      5     13
D7V8, multiclass
        clus
vv       4P MUTATED 4P WILD-TYPE
  CLUS_1         20           20
  CLUS_2          6            5
  CLUS_3         14           13

Clustering(8) Variable = 4Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q MUTATED        8     12     10      7      7
  4Q WILD-TYPE     24     12      5      3      2
D8V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  4Q MUTATED        8      5     13      7      5
  4Q WILD-TYPE     10      6      7     11      6
D8V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  4Q MUTATED        8      8     10     11
  4Q WILD-TYPE     16      5      7     12
D8V3, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          8           16
  CLUS_2          8            5
  CLUS_3         10            7
  CLUS_4         11           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED        8     14     15
  4Q WILD-TYPE     15     18      7
D8V4, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1          8           15
  CLUS_2         14           18
  CLUS_3         15            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       19      7     12
  4Q WILD-TYPE     17      9     14
D8V5, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         19           17
  CLUS_2          7            9
  CLUS_3         12           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       13      5     20
  4Q WILD-TYPE     13      5     22
D8V6, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         13           13
  CLUS_2          5            5
  CLUS_3         20           22
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       19      8     11
  4Q WILD-TYPE     18     10     12
D8V7, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         19           18
  CLUS_2          8           10
  CLUS_3         11           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  4Q MUTATED       20      5     13
  4Q WILD-TYPE     20      6     14
D8V8, multiclass
        clus
vv       4Q MUTATED 4Q WILD-TYPE
  CLUS_1         20           20
  CLUS_2          5            6
  CLUS_3         13           14

Clustering(9) Variable = 5P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P MUTATED       16     23     14      4      8
  5P WILD-TYPE     16      1      1      6      1
D9V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5P MUTATED       10      8     16     14      9
  5P WILD-TYPE      8      3      4      4      2
D9V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5P MUTATED       11     12     14     19
  5P WILD-TYPE     13      1      3      4
D9V3, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         11           13
  CLUS_2         12            1
  CLUS_3         14            3
  CLUS_4         19            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       12     26     18
  5P WILD-TYPE     11      6      4
D9V4, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         12           11
  CLUS_2         26            6
  CLUS_3         18            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       24     11     22
  5P WILD-TYPE     12      5      4
D9V5, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         24           12
  CLUS_2         11            5
  CLUS_3         22            4
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       21      8     28
  5P WILD-TYPE      5      2     14
D9V6, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         21            5
  CLUS_2          8            2
  CLUS_3         28           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       25     12     20
  5P WILD-TYPE     12      6      3
D9V7, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         25           12
  CLUS_2         12            6
  CLUS_3         20            3
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5P MUTATED       27      8     22
  5P WILD-TYPE     13      3      5
D9V8, multiclass
        clus
vv       5P MUTATED 5P WILD-TYPE
  CLUS_1         27           13
  CLUS_2          8            3
  CLUS_3         22            5

Clustering(10) Variable = 5Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q MUTATED       13     21     14      4      8
  5Q WILD-TYPE     19      3      1      6      1
D10V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  5Q MUTATED       10      5     18     12      9
  5Q WILD-TYPE      8      6      2      6      2
D10V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  5Q MUTATED       11     11     15     16
  5Q WILD-TYPE     13      2      2      7
D10V3, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         11           13
  CLUS_2         11            2
  CLUS_3         15            2
  CLUS_4         16            7
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED        9     24     20
  5Q WILD-TYPE     14      8      2
D10V4, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1          9           14
  CLUS_2         24            8
  CLUS_3         20            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       24     10     20
  5Q WILD-TYPE     12      6      6
D10V5, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         24           12
  CLUS_2         10            6
  CLUS_3         20            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       20      8     26
  5Q WILD-TYPE      6      2     16
D10V6, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         20            6
  CLUS_2          8            2
  CLUS_3         26           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       25     11     18
  5Q WILD-TYPE     12      7      5
D10V7, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         25           12
  CLUS_2         11            7
  CLUS_3         18            5
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  5Q MUTATED       25      8     21
  5Q WILD-TYPE     15      3      6
D10V8, multiclass
        clus
vv       5Q MUTATED 5Q WILD-TYPE
  CLUS_1         25           15
  CLUS_2          8            3
  CLUS_3         21            6

Clustering(11) Variable = 6P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P MUTATED       16      3      5      6      7
  6P WILD-TYPE     16     21     10      4      2
D11V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6P MUTATED       10      3      6      8      5
  6P WILD-TYPE      8      8     14     10      6
D11V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6P MUTATED       13      2      8      8
  6P WILD-TYPE     11     11      9     15
D11V3, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         13           11
  CLUS_2          2           11
  CLUS_3          8            9
  CLUS_4          8           15
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       11     13      7
  6P WILD-TYPE     12     19     15
D11V4, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         11           12
  CLUS_2         13           19
  CLUS_3          7           15
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       20      4      8
  6P WILD-TYPE     16     12     18
D11V5, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         20           16
  CLUS_2          4           12
  CLUS_3          8           18
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED        6      4     22
  6P WILD-TYPE     20      6     20
D11V6, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1          6           20
  CLUS_2          4            6
  CLUS_3         22           20
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       20      5      7
  6P WILD-TYPE     17     13     16
D11V7, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         20           17
  CLUS_2          5           13
  CLUS_3          7           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6P MUTATED       21      4      7
  6P WILD-TYPE     19      7     20
D11V8, multiclass
        clus
vv       6P MUTATED 6P WILD-TYPE
  CLUS_1         21           19
  CLUS_2          4            7
  CLUS_3          7           20

Clustering(12) Variable = 6Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q MUTATED       17      3      4      7      7
  6Q WILD-TYPE     15     21     11      3      2
D12V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  6Q MUTATED        8      3      7      9      5
  6Q WILD-TYPE     10      8     13      9      6
D12V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  6Q MUTATED       13      2      8      9
  6Q WILD-TYPE     11     11      9     14
D12V3, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         13           11
  CLUS_2          2           11
  CLUS_3          8            9
  CLUS_4          9           14
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       10     15      7
  6Q WILD-TYPE     13     17     15
D12V4, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         10           13
  CLUS_2         15           17
  CLUS_3          7           15
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       19      4      9
  6Q WILD-TYPE     17     12     17
D12V5, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         19           17
  CLUS_2          4           12
  CLUS_3          9           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED        7      4     21
  6Q WILD-TYPE     19      6     21
D12V6, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1          7           19
  CLUS_2          4            6
  CLUS_3         21           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       19      5      8
  6Q WILD-TYPE     18     13     15
D12V7, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         19           18
  CLUS_2          5           13
  CLUS_3          8           15
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  6Q MUTATED       20      4      8
  6Q WILD-TYPE     20      7     19
D12V8, multiclass
        clus
vv       6Q MUTATED 6Q WILD-TYPE
  CLUS_1         20           20
  CLUS_2          4            7
  CLUS_3          8           19

Clustering(13) Variable = 7P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P MUTATED       12     18     12      4      7
  7P WILD-TYPE     20      6      3      6      2
D13V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7P MUTATED        7      7     15     10      7
  7P WILD-TYPE     11      4      5      8      4
D13V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7P MUTATED        8     12     14     12
  7P WILD-TYPE     16      1      3     11
D13V3, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          8           16
  CLUS_2         12            1
  CLUS_3         14            3
  CLUS_4         12           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED        9     18     19
  7P WILD-TYPE     14     14      3
D13V4, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1          9           14
  CLUS_2         18           14
  CLUS_3         19            3
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       22      9     15
  7P WILD-TYPE     14      7     11
D13V5, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         22           14
  CLUS_2          9            7
  CLUS_3         15           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       15      6     25
  7P WILD-TYPE     11      4     17
D13V6, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         15           11
  CLUS_2          6            4
  CLUS_3         25           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       23      9     14
  7P WILD-TYPE     14      9      9
D13V7, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         23           14
  CLUS_2          9            9
  CLUS_3         14            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7P MUTATED       24      6     16
  7P WILD-TYPE     16      5     11
D13V8, multiclass
        clus
vv       7P MUTATED 7P WILD-TYPE
  CLUS_1         24           16
  CLUS_2          6            5
  CLUS_3         16           11

Clustering(14) Variable = 7Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q MUTATED       12     18     13      4      7
  7Q WILD-TYPE     20      6      2      6      2
D14V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  7Q MUTATED        8      7     15     10      7
  7Q WILD-TYPE     10      4      5      8      4
D14V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  7Q MUTATED        8     13     14     12
  7Q WILD-TYPE     16      0      3     11
D14V3, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1          8           16
  CLUS_2         13            0
  CLUS_3         14            3
  CLUS_4         12           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED        9     18     20
  7Q WILD-TYPE     14     14      2
D14V4, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1          9           14
  CLUS_2         18           14
  CLUS_3         20            2
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       22     10     15
  7Q WILD-TYPE     14      6     11
D14V5, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         22           14
  CLUS_2         10            6
  CLUS_3         15           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       16      6     25
  7Q WILD-TYPE     10      4     17
D14V6, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         16           10
  CLUS_2          6            4
  CLUS_3         25           17
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       23     10     14
  7Q WILD-TYPE     14      8      9
D14V7, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         23           14
  CLUS_2         10            8
  CLUS_3         14            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  7Q MUTATED       24      6     17
  7Q WILD-TYPE     16      5     10
D14V8, multiclass
        clus
vv       7Q MUTATED 7Q WILD-TYPE
  CLUS_1         24           16
  CLUS_2          6            5
  CLUS_3         17           10

Clustering(15) Variable = 8P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P MUTATED       12     16      9      7      4
  8P WILD-TYPE     20      8      6      3      5
D15V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8P MUTATED        9      5     10     10      7
  8P WILD-TYPE      9      6     10      8      4
D15V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8P MUTATED       10      6     11     13
  8P WILD-TYPE     14      7      6     10
D15V3, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         10           14
  CLUS_2          6            7
  CLUS_3         11            6
  CLUS_4         13           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       10     16     14
  8P WILD-TYPE     13     16      8
D15V4, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         10           13
  CLUS_2         16           16
  CLUS_3         14            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       21      5     15
  8P WILD-TYPE     15     11     11
D15V5, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         21           15
  CLUS_2          5           11
  CLUS_3         15           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       13      5     23
  8P WILD-TYPE     13      5     19
D15V6, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         13           13
  CLUS_2          5            5
  CLUS_3         23           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       21      7     13
  8P WILD-TYPE     16     11     10
D15V7, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         21           16
  CLUS_2          7           11
  CLUS_3         13           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8P MUTATED       23      5     13
  8P WILD-TYPE     17      6     14
D15V8, multiclass
        clus
vv       8P MUTATED 8P WILD-TYPE
  CLUS_1         23           17
  CLUS_2          5            6
  CLUS_3         13           14

Clustering(16) Variable = 8Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q MUTATED       12     17     10      7      4
  8Q WILD-TYPE     20      7      5      3      5
D16V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  8Q MUTATED       11      4     11      9      7
  8Q WILD-TYPE      7      7      9      9      4
D16V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  8Q MUTATED       10      8     11     12
  8Q WILD-TYPE     14      5      6     11
D16V3, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         10           14
  CLUS_2          8            5
  CLUS_3         11            6
  CLUS_4         12           11
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       10     15     16
  8Q WILD-TYPE     13     17      6
D16V4, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         10           13
  CLUS_2         15           17
  CLUS_3         16            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       22      6     14
  8Q WILD-TYPE     14     10     12
D16V5, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         22           14
  CLUS_2          6           10
  CLUS_3         14           12
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       13      5     24
  8Q WILD-TYPE     13      5     18
D16V6, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         13           13
  CLUS_2          5            5
  CLUS_3         24           18
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       23      6     13
  8Q WILD-TYPE     14     12     10
D16V7, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         23           14
  CLUS_2          6           12
  CLUS_3         13           10
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  8Q MUTATED       24      5     13
  8Q WILD-TYPE     16      6     14
D16V8, multiclass
        clus
vv       8Q MUTATED 8Q WILD-TYPE
  CLUS_1         24           16
  CLUS_2          5            6
  CLUS_3         13           14

Clustering(17) Variable = 9P MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P MUTATED       17      5     11      3      4
  9P WILD-TYPE     15     19      4      7      5
D17V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9P MUTATED       11      8     10      4      2
  9P WILD-TYPE      7      3     10     14      9
D17V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9P MUTATED       15      7      8      4
  9P WILD-TYPE      9      6      9     19
D17V3, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         15            9
  CLUS_2          7            6
  CLUS_3          8            9
  CLUS_4          4           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       15      6     13
  9P WILD-TYPE      8     26      9
D17V4, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         15            8
  CLUS_2          6           26
  CLUS_3         13            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       18     12      5
  9P WILD-TYPE     18      4     21
D17V5, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         18           18
  CLUS_2         12            4
  CLUS_3          5           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       10      2     23
  9P WILD-TYPE     16      8     19
D17V6, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         10           16
  CLUS_2          2            8
  CLUS_3         23           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       19     12      4
  9P WILD-TYPE     18      6     19
D17V7, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         19           18
  CLUS_2         12            6
  CLUS_3          4           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9P MUTATED       22      2     11
  9P WILD-TYPE     18      9     16
D17V8, multiclass
        clus
vv       9P MUTATED 9P WILD-TYPE
  CLUS_1         22           18
  CLUS_2          2            9
  CLUS_3         11           16

Clustering(18) Variable = 9Q MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q MUTATED       14      5     12      5      4
  9Q WILD-TYPE     18     19      3      5      5
D18V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  9Q MUTATED       10      7     11      3      2
  9Q WILD-TYPE      8      4      9     15      9
D18V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  9Q MUTATED       12      8      8      4
  9Q WILD-TYPE     12      5      9     19
D18V3, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         12           12
  CLUS_2          8            5
  CLUS_3          8            9
  CLUS_4          4           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       13      5     14
  9Q WILD-TYPE     10     27      8
D18V4, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         13           10
  CLUS_2          5           27
  CLUS_3         14            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       18     10      5
  9Q WILD-TYPE     18      6     21
D18V5, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         18           18
  CLUS_2         10            6
  CLUS_3          5           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       10      2     21
  9Q WILD-TYPE     16      8     21
D18V6, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         10           16
  CLUS_2          2            8
  CLUS_3         21           21
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       18     11      4
  9Q WILD-TYPE     19      7     19
D18V7, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         18           19
  CLUS_2         11            7
  CLUS_3          4           19
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  9Q MUTATED       21      2     10
  9Q WILD-TYPE     19      9     17
D18V8, multiclass
        clus
vv       9Q MUTATED 9Q WILD-TYPE
  CLUS_1         21           19
  CLUS_2          2            9
  CLUS_3         10           17

Clustering(19) Variable = 10P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P MUTATED       12      5     13      3      4
  10P WILD-TYPE     20     19      2      7      5
D19V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10P MUTATED        9      5     13      3      3
  10P WILD-TYPE      9      6      7     15      8
D19V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10P MUTATED        9     11      8      4
  10P WILD-TYPE     15      2      9     19
D19V3, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1           9            15
  CLUS_2          11             2
  CLUS_3           8             9
  CLUS_4           4            19
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       10      6     16
  10P WILD-TYPE     13     26      6
D19V4, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          10            13
  CLUS_2           6            26
  CLUS_3          16             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       19      8      6
  10P WILD-TYPE     17      8     20
D19V5, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          19            17
  CLUS_2           8             8
  CLUS_3           6            20
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       10      3     20
  10P WILD-TYPE     16      7     22
D19V6, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          10            16
  CLUS_2           3             7
  CLUS_3          20            22
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       19      8      6
  10P WILD-TYPE     18     10     17
D19V7, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          19            18
  CLUS_2           8            10
  CLUS_3           6            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10P MUTATED       20      3     10
  10P WILD-TYPE     20      8     17
D19V8, multiclass
        clus
vv       10P MUTATED 10P WILD-TYPE
  CLUS_1          20            20
  CLUS_2           3             8
  CLUS_3          10            17

Clustering(20) Variable = 10Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q MUTATED       14      4     12      3      3
  10Q WILD-TYPE     18     20      3      7      6
D20V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  10Q MUTATED        9      4     12      3      3
  10Q WILD-TYPE      9      7      8     15      8
D20V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  10Q MUTATED       10     11      6      4
  10Q WILD-TYPE     14      2     11     19
D20V3, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          10            14
  CLUS_2          11             2
  CLUS_3           6            11
  CLUS_4           4            19
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       11      6     14
  10Q WILD-TYPE     12     26      8
D20V4, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          11            12
  CLUS_2           6            26
  CLUS_3          14             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       16      9      6
  10Q WILD-TYPE     20      7     20
D20V5, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          16            20
  CLUS_2           9             7
  CLUS_3           6            20
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       11      3     17
  10Q WILD-TYPE     15      7     25
D20V6, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          11            15
  CLUS_2           3             7
  CLUS_3          17            25
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       16      9      6
  10Q WILD-TYPE     21      9     17
D20V7, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          16            21
  CLUS_2           9             9
  CLUS_3           6            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  10Q MUTATED       17      3     11
  10Q WILD-TYPE     23      8     16
D20V8, multiclass
        clus
vv       10Q MUTATED 10Q WILD-TYPE
  CLUS_1          17            23
  CLUS_2           3             8
  CLUS_3          11            16

Clustering(21) Variable = 11P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P MUTATED       10      3      4      7      5
  11P WILD-TYPE     22     21     11      3      4
D21V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11P MUTATED        5      1     11      3      4
  11P WILD-TYPE     13     10      9     15      7
D21V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11P MUTATED        7      2      8      7
  11P WILD-TYPE     17     11      9     16
D21V3, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           7            17
  CLUS_2           2            11
  CLUS_3           8             9
  CLUS_4           7            16
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED        6     10      8
  11P WILD-TYPE     17     22     14
D21V4, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           6            17
  CLUS_2          10            22
  CLUS_3           8            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       12      3      9
  11P WILD-TYPE     24     13     17
D21V5, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          12            24
  CLUS_2           3            13
  CLUS_3           9            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED        7      4     13
  11P WILD-TYPE     19      6     29
D21V6, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1           7            19
  CLUS_2           4             6
  CLUS_3          13            29
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       12      4      8
  11P WILD-TYPE     25     14     15
D21V7, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          12            25
  CLUS_2           4            14
  CLUS_3           8            15
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11P MUTATED       13      4      7
  11P WILD-TYPE     27      7     20
D21V8, multiclass
        clus
vv       11P MUTATED 11P WILD-TYPE
  CLUS_1          13            27
  CLUS_2           4             7
  CLUS_3           7            20

Clustering(22) Variable = 11Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q MUTATED        9      3      4      8      5
  11Q WILD-TYPE     23     21     11      2      4
D22V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  11Q MUTATED        5      1     11      3      5
  11Q WILD-TYPE     13     10      9     15      6
D22V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  11Q MUTATED        8      2      8      7
  11Q WILD-TYPE     16     11      9     16
D22V3, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           8            16
  CLUS_2           2            11
  CLUS_3           8             9
  CLUS_4           7            16
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED        7     10      8
  11Q WILD-TYPE     16     22     14
D22V4, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           7            16
  CLUS_2          10            22
  CLUS_3           8            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       13      3      9
  11Q WILD-TYPE     23     13     17
D22V5, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          13            23
  CLUS_2           3            13
  CLUS_3           9            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED        6      4     15
  11Q WILD-TYPE     20      6     27
D22V6, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1           6            20
  CLUS_2           4             6
  CLUS_3          15            27
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       14      3      8
  11Q WILD-TYPE     23     15     15
D22V7, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          14            23
  CLUS_2           3            15
  CLUS_3           8            15
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  11Q MUTATED       15      4      6
  11Q WILD-TYPE     25      7     21
D22V8, multiclass
        clus
vv       11Q MUTATED 11Q WILD-TYPE
  CLUS_1          15            25
  CLUS_2           4             7
  CLUS_3           6            21

Clustering(23) Variable = 12P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P MUTATED       18     24     14      6      7
  12P WILD-TYPE     14      0      1      4      2
D23V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12P MUTATED       10      8     18     15      9
  12P WILD-TYPE      8      3      2      3      2
D23V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12P MUTATED       12     13     15     19
  12P WILD-TYPE     12      0      2      4
D23V3, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          12            12
  CLUS_2          13             0
  CLUS_3          15             2
  CLUS_4          19             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       12     27     20
  12P WILD-TYPE     11      5      2
D23V4, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          12            11
  CLUS_2          27             5
  CLUS_3          20             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       26     12     22
  12P WILD-TYPE     10      4      4
D23V5, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          26            10
  CLUS_2          12             4
  CLUS_3          22             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       22      8     30
  12P WILD-TYPE      4      2     12
D23V6, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          22             4
  CLUS_2           8             2
  CLUS_3          30            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       26     14     20
  12P WILD-TYPE     11      4      3
D23V7, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          26            11
  CLUS_2          14             4
  CLUS_3          20             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12P MUTATED       29      8     23
  12P WILD-TYPE     11      3      4
D23V8, multiclass
        clus
vv       12P MUTATED 12P WILD-TYPE
  CLUS_1          29            11
  CLUS_2           8             3
  CLUS_3          23             4

Clustering(24) Variable = 12Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q MUTATED       18     24     15      4      7
  12Q WILD-TYPE     14      0      0      6      2
D24V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  12Q MUTATED       11      8     17     15      9
  12Q WILD-TYPE      7      3      3      3      2
D24V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  12Q MUTATED       13     13     14     19
  12Q WILD-TYPE     11      0      3      4
D24V3, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          13            11
  CLUS_2          13             0
  CLUS_3          14             3
  CLUS_4          19             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       13     27     19
  12Q WILD-TYPE     10      5      3
D24V4, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          13            10
  CLUS_2          27             5
  CLUS_3          19             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       27     11     22
  12Q WILD-TYPE      9      5      4
D24V5, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          27             9
  CLUS_2          11             5
  CLUS_3          22             4
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       21      8     31
  12Q WILD-TYPE      5      2     11
D24V6, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          21             5
  CLUS_2           8             2
  CLUS_3          31            11
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       28     12     20
  12Q WILD-TYPE      9      6      3
D24V7, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          28             9
  CLUS_2          12             6
  CLUS_3          20             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  12Q MUTATED       30      8     22
  12Q WILD-TYPE     10      3      5
D24V8, multiclass
        clus
vv       12Q MUTATED 12Q WILD-TYPE
  CLUS_1          30            10
  CLUS_2           8             3
  CLUS_3          22             5

Clustering(25) Variable = 13Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q MUTATED       17      7      6      9      6
  13Q WILD-TYPE     15     17      9      1      3
D25V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  13Q MUTATED       10      3     13      5      5
  13Q WILD-TYPE      8      8      7     13      6
D25V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  13Q MUTATED       12      4     10      9
  13Q WILD-TYPE     12      9      7     14
D25V3, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          12            12
  CLUS_2           4             9
  CLUS_3          10             7
  CLUS_4           9            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       12     12     11
  13Q WILD-TYPE     11     20     11
D25V4, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          12            11
  CLUS_2          12            20
  CLUS_3          11            11
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       18      7     11
  13Q WILD-TYPE     18      9     15
D25V5, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          18            18
  CLUS_2           7             9
  CLUS_3          11            15
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       11      4     21
  13Q WILD-TYPE     15      6     21
D25V6, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          11            15
  CLUS_2           4             6
  CLUS_3          21            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       19      8      9
  13Q WILD-TYPE     18     10     14
D25V7, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          19            18
  CLUS_2           8            10
  CLUS_3           9            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  13Q MUTATED       21      4     11
  13Q WILD-TYPE     19      7     16
D25V8, multiclass
        clus
vv       13Q MUTATED 13Q WILD-TYPE
  CLUS_1          21            19
  CLUS_2           4             7
  CLUS_3          11            16

Clustering(26) Variable = 14Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q MUTATED       14      5     10      4      6
  14Q WILD-TYPE     18     19      5      6      3
D26V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  14Q MUTATED        8      4     11      6      5
  14Q WILD-TYPE     10      7      9     12      6
D26V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  14Q MUTATED        9      6      9      9
  14Q WILD-TYPE     15      7      8     14
D26V3, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           9            15
  CLUS_2           6             7
  CLUS_3           9             8
  CLUS_4           9            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED        8     13     12
  14Q WILD-TYPE     15     19     10
D26V4, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           8            15
  CLUS_2          13            19
  CLUS_3          12            10
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       22      4      8
  14Q WILD-TYPE     14     12     18
D26V5, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          22            14
  CLUS_2           4            12
  CLUS_3           8            18
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED        7      3     24
  14Q WILD-TYPE     19      7     18
D26V6, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1           7            19
  CLUS_2           3             7
  CLUS_3          24            18
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       22      5      7
  14Q WILD-TYPE     15     13     16
D26V7, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          22            15
  CLUS_2           5            13
  CLUS_3           7            16
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  14Q MUTATED       23      3      8
  14Q WILD-TYPE     17      8     19
D26V8, multiclass
        clus
vv       14Q MUTATED 14Q WILD-TYPE
  CLUS_1          23            17
  CLUS_2           3             8
  CLUS_3           8            19

Clustering(27) Variable = 15Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q MUTATED       11      5      6      5      5
  15Q WILD-TYPE     21     19      9      5      4
D27V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  15Q MUTATED        7      3     11      4      3
  15Q WILD-TYPE     11      8      9     14      8
D27V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  15Q MUTATED        9      5      6      8
  15Q WILD-TYPE     15      8     11     15
D27V3, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           9            15
  CLUS_2           5             8
  CLUS_3           6            11
  CLUS_4           8            15
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED        8     11      9
  15Q WILD-TYPE     15     21     13
D27V4, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           8            15
  CLUS_2          11            21
  CLUS_3           9            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       16      3      9
  15Q WILD-TYPE     20     13     17
D27V5, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          16            20
  CLUS_2           3            13
  CLUS_3           9            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED        7      4     17
  15Q WILD-TYPE     19      6     25
D27V6, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1           7            19
  CLUS_2           4             6
  CLUS_3          17            25
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       16      4      8
  15Q WILD-TYPE     21     14     15
D27V7, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          16            21
  CLUS_2           4            14
  CLUS_3           8            15
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  15Q MUTATED       17      4      7
  15Q WILD-TYPE     23      7     20
D27V8, multiclass
        clus
vv       15Q MUTATED 15Q WILD-TYPE
  CLUS_1          17            23
  CLUS_2           4             7
  CLUS_3           7            20

Clustering(28) Variable = 16P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P MUTATED       11     24     11      4      5
  16P WILD-TYPE     21      0      4      6      4
D28V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16P MUTATED        8      6     16     12      6
  16P WILD-TYPE     10      5      4      6      5
D28V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16P MUTATED        9     10     13     16
  16P WILD-TYPE     15      3      4      7
D28V3, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           9            15
  CLUS_2          10             3
  CLUS_3          13             4
  CLUS_4          16             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED        8     21     19
  16P WILD-TYPE     15     11      3
D28V4, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1           8            15
  CLUS_2          21            11
  CLUS_3          19             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       19     10     19
  16P WILD-TYPE     17      6      7
D28V5, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          19            17
  CLUS_2          10             6
  CLUS_3          19             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       20      7     21
  16P WILD-TYPE      6      3     21
D28V6, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          20             6
  CLUS_2           7             3
  CLUS_3          21            21
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       20     10     18
  16P WILD-TYPE     17      8      5
D28V7, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          20            17
  CLUS_2          10             8
  CLUS_3          18             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16P MUTATED       21      7     20
  16P WILD-TYPE     19      4      7
D28V8, multiclass
        clus
vv       16P MUTATED 16P WILD-TYPE
  CLUS_1          21            19
  CLUS_2           7             4
  CLUS_3          20             7

Clustering(29) Variable = 16Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q MUTATED        9     23     12      3      5
  16Q WILD-TYPE     23      1      3      7      4
D29V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  16Q MUTATED        8      5     17     11      6
  16Q WILD-TYPE     10      6      3      7      5
D29V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  16Q MUTATED        8     10     13     16
  16Q WILD-TYPE     16      3      4      7
D29V3, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           8            16
  CLUS_2          10             3
  CLUS_3          13             4
  CLUS_4          16             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED        8     20     19
  16Q WILD-TYPE     15     12      3
D29V4, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1           8            15
  CLUS_2          20            12
  CLUS_3          19             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       21      7     19
  16Q WILD-TYPE     15      9      7
D29V5, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          21            15
  CLUS_2           7             9
  CLUS_3          19             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       18      7     22
  16Q WILD-TYPE      8      3     20
D29V6, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          18             8
  CLUS_2           7             3
  CLUS_3          22            20
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       21      8     18
  16Q WILD-TYPE     16     10      5
D29V7, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          21            16
  CLUS_2           8            10
  CLUS_3          18             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  16Q MUTATED       22      7     18
  16Q WILD-TYPE     18      4      9
D29V8, multiclass
        clus
vv       16Q MUTATED 16Q WILD-TYPE
  CLUS_1          22            18
  CLUS_2           7             4
  CLUS_3          18             9

Clustering(30) Variable = 17P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P MUTATED       15      3      7      9      3
  17P WILD-TYPE     17     21      8      1      6
D30V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17P MUTATED       11      1     12      5      2
  17P WILD-TYPE      7     10      8     13      9
D30V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17P MUTATED       15      4      7      5
  17P WILD-TYPE      9      9     10     18
D30V3, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          15             9
  CLUS_2           4             9
  CLUS_3           7            10
  CLUS_4           5            18
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       12      9     10
  17P WILD-TYPE     11     23     12
D30V4, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          12            11
  CLUS_2           9            23
  CLUS_3          10            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       17      7      7
  17P WILD-TYPE     19      9     19
D30V5, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          17            19
  CLUS_2           7             9
  CLUS_3           7            19
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED        9      2     20
  17P WILD-TYPE     17      8     22
D30V6, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1           9            17
  CLUS_2           2             8
  CLUS_3          20            22
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       18      7      6
  17P WILD-TYPE     19     11     17
D30V7, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          18            19
  CLUS_2           7            11
  CLUS_3           6            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17P MUTATED       19      2     10
  17P WILD-TYPE     21      9     17
D30V8, multiclass
        clus
vv       17P MUTATED 17P WILD-TYPE
  CLUS_1          19            21
  CLUS_2           2             9
  CLUS_3          10            17

Clustering(31) Variable = 17Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q MUTATED       11      3      6      8      3
  17Q WILD-TYPE     21     21      9      2      6
D31V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  17Q MUTATED        7      2     12      4      2
  17Q WILD-TYPE     11      9      8     14      9
D31V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  17Q MUTATED       11      4      7      5
  17Q WILD-TYPE     13      9     10     18
D31V3, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          11            13
  CLUS_2           4             9
  CLUS_3           7            10
  CLUS_4           5            18
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        9      8     10
  17Q WILD-TYPE     14     24     12
D31V4, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           9            14
  CLUS_2           8            24
  CLUS_3          10            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       16      4      7
  17Q WILD-TYPE     20     12     19
D31V5, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          16            20
  CLUS_2           4            12
  CLUS_3           7            19
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED        7      2     18
  17Q WILD-TYPE     19      8     24
D31V6, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1           7            19
  CLUS_2           2             8
  CLUS_3          18            24
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       16      5      6
  17Q WILD-TYPE     21     13     17
D31V7, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          16            21
  CLUS_2           5            13
  CLUS_3           6            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  17Q MUTATED       17      2      8
  17Q WILD-TYPE     23      9     19
D31V8, multiclass
        clus
vv       17Q MUTATED 17Q WILD-TYPE
  CLUS_1          17            23
  CLUS_2           2             9
  CLUS_3           8            19

Clustering(32) Variable = 18P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P MUTATED       18      6      5      7      7
  18P WILD-TYPE     14     18     10      3      2
D32V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18P MUTATED        8      3     13      8      4
  18P WILD-TYPE     10      8      7     10      7
D32V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18P MUTATED       13      4      8     11
  18P WILD-TYPE     11      9      9     12
D32V3, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          13            11
  CLUS_2           4             9
  CLUS_3           8             9
  CLUS_4          11            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       10     15     11
  18P WILD-TYPE     13     17     11
D32V4, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          10            13
  CLUS_2          15            17
  CLUS_3          11            11
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       16      7     13
  18P WILD-TYPE     20      9     13
D32V5, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          16            20
  CLUS_2           7             9
  CLUS_3          13            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       10      6     20
  18P WILD-TYPE     16      4     22
D32V6, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          10            16
  CLUS_2           6             4
  CLUS_3          20            22
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       17      8     11
  18P WILD-TYPE     20     10     12
D32V7, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          17            20
  CLUS_2           8            10
  CLUS_3          11            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18P MUTATED       19      6     11
  18P WILD-TYPE     21      5     16
D32V8, multiclass
        clus
vv       18P MUTATED 18P WILD-TYPE
  CLUS_1          19            21
  CLUS_2           6             5
  CLUS_3          11            16

Clustering(33) Variable = 18Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q MUTATED       16      6      5      6      7
  18Q WILD-TYPE     16     18     10      4      2
D33V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  18Q MUTATED        7      4     12      6      4
  18Q WILD-TYPE     11      7      8     12      7
D33V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  18Q MUTATED       11      4      7     11
  18Q WILD-TYPE     13      9     10     12
D33V3, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          11            13
  CLUS_2           4             9
  CLUS_3           7            10
  CLUS_4          11            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       10     13     10
  18Q WILD-TYPE     13     19     12
D33V4, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          10            13
  CLUS_2          13            19
  CLUS_3          10            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       15      5     13
  18Q WILD-TYPE     21     11     13
D33V5, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          15            21
  CLUS_2           5            11
  CLUS_3          13            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       10      6     17
  18Q WILD-TYPE     16      4     25
D33V6, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          10            16
  CLUS_2           6             4
  CLUS_3          17            25
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       15      7     11
  18Q WILD-TYPE     22     11     12
D33V7, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          15            22
  CLUS_2           7            11
  CLUS_3          11            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  18Q MUTATED       17      6     10
  18Q WILD-TYPE     23      5     17
D33V8, multiclass
        clus
vv       18Q MUTATED 18Q WILD-TYPE
  CLUS_1          17            23
  CLUS_2           6             5
  CLUS_3          10            17

Clustering(34) Variable = 19P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P MUTATED       20     14     14      5      8
  19P WILD-TYPE     12     10      1      5      1
D34V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19P MUTATED       14      8     16      9      5
  19P WILD-TYPE      4      3      4      9      6
D34V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19P MUTATED       14     13     13     11
  19P WILD-TYPE     10      0      4     12
D34V3, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          14            10
  CLUS_2          13             0
  CLUS_3          13             4
  CLUS_4          11            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       15     16     20
  19P WILD-TYPE      8     16      2
D34V4, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          15             8
  CLUS_2          16            16
  CLUS_3          20             2
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       26     12     14
  19P WILD-TYPE     10      4     12
D34V5, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          26            10
  CLUS_2          12             4
  CLUS_3          14            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       17      6     29
  19P WILD-TYPE      9      4     13
D34V6, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          17             9
  CLUS_2           6             4
  CLUS_3          29            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       27     13     12
  19P WILD-TYPE     10      5     11
D34V7, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          27            10
  CLUS_2          13             5
  CLUS_3          12            11
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19P MUTATED       29      6     17
  19P WILD-TYPE     11      5     10
D34V8, multiclass
        clus
vv       19P MUTATED 19P WILD-TYPE
  CLUS_1          29            11
  CLUS_2           6             5
  CLUS_3          17            10

Clustering(35) Variable = 19Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q MUTATED       16     14     15      5      6
  19Q WILD-TYPE     16     10      0      5      3
D35V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  19Q MUTATED       13      7     16      8      4
  19Q WILD-TYPE      5      4      4     10      7
D35V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  19Q MUTATED       12     13     12     10
  19Q WILD-TYPE     12      0      5     13
D35V3, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          12            12
  CLUS_2          13             0
  CLUS_3          12             5
  CLUS_4          10            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       14     14     19
  19Q WILD-TYPE      9     18      3
D35V4, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          14             9
  CLUS_2          14            18
  CLUS_3          19             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       26      9     13
  19Q WILD-TYPE     10      7     13
D35V5, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          26            10
  CLUS_2           9             7
  CLUS_3          13            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       14      5     29
  19Q WILD-TYPE     12      5     13
D35V6, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          14            12
  CLUS_2           5             5
  CLUS_3          29            13
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       27     10     11
  19Q WILD-TYPE     10      8     12
D35V7, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          27            10
  CLUS_2          10             8
  CLUS_3          11            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  19Q MUTATED       29      5     14
  19Q WILD-TYPE     11      6     13
D35V8, multiclass
        clus
vv       19Q MUTATED 19Q WILD-TYPE
  CLUS_1          29            11
  CLUS_2           5             6
  CLUS_3          14            13

Clustering(36) Variable = 20P MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P MUTATED       10     22     11      6      6
  20P WILD-TYPE     22      2      4      4      3
D36V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20P MUTATED        9      4     15     12      7
  20P WILD-TYPE      9      7      5      6      4
D36V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20P MUTATED        8     10     10     18
  20P WILD-TYPE     16      3      7      5
D36V3, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1           8            16
  CLUS_2          10             3
  CLUS_3          10             7
  CLUS_4          18             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       10     22     14
  20P WILD-TYPE     13     10      8
D36V4, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          10            13
  CLUS_2          22            10
  CLUS_3          14             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       17     10     20
  20P WILD-TYPE     19      6      6
D36V5, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          17            19
  CLUS_2          10             6
  CLUS_3          20             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       20      8     19
  20P WILD-TYPE      6      2     23
D36V6, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          20             6
  CLUS_2           8             2
  CLUS_3          19            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       17     10     20
  20P WILD-TYPE     20      8      3
D36V7, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          17            20
  CLUS_2          10             8
  CLUS_3          20             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20P MUTATED       19      8     20
  20P WILD-TYPE     21      3      7
D36V8, multiclass
        clus
vv       20P MUTATED 20P WILD-TYPE
  CLUS_1          19            21
  CLUS_2           8             3
  CLUS_3          20             7

Clustering(37) Variable = 20Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q MUTATED       10     21     12      3      6
  20Q WILD-TYPE     22      3      3      7      3
D37V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  20Q MUTATED        7      4     15     13      6
  20Q WILD-TYPE     11      7      5      5      5
D37V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  20Q MUTATED        6     11      9     18
  20Q WILD-TYPE     18      2      8      5
D37V3, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1           6            18
  CLUS_2          11             2
  CLUS_3           9             8
  CLUS_4          18             5
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED        7     23     14
  20Q WILD-TYPE     16      9      8
D37V4, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1           7            16
  CLUS_2          23             9
  CLUS_3          14             8
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       17      8     20
  20Q WILD-TYPE     19      8      6
D37V5, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          17            19
  CLUS_2           8             8
  CLUS_3          20             6
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       18      8     19
  20Q WILD-TYPE      8      2     23
D37V6, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          18             8
  CLUS_2           8             2
  CLUS_3          19            23
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       17      8     20
  20Q WILD-TYPE     20     10      3
D37V7, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          17            20
  CLUS_2           8            10
  CLUS_3          20             3
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  20Q MUTATED       18      8     19
  20Q WILD-TYPE     22      3      8
D37V8, multiclass
        clus
vv       20Q MUTATED 20Q WILD-TYPE
  CLUS_1          18            22
  CLUS_2           8             3
  CLUS_3          19             8

Clustering(38) Variable = 21Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q MUTATED       16      9     10      6      5
  21Q WILD-TYPE     16     15      5      4      4
D38V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  21Q MUTATED       12      2     14      5      5
  21Q WILD-TYPE      6      9      6     13      6
D38V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  21Q MUTATED       13      9      8      8
  21Q WILD-TYPE     11      4      9     15
D38V3, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          13            11
  CLUS_2           9             4
  CLUS_3           8             9
  CLUS_4           8            15
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       11     12     15
  21Q WILD-TYPE     12     20      7
D38V4, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          11            12
  CLUS_2          12            20
  CLUS_3          15             7
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       21      8      9
  21Q WILD-TYPE     15      8     17
D38V5, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          21            15
  CLUS_2           8             8
  CLUS_3           9            17
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       10      6     22
  21Q WILD-TYPE     16      4     20
D38V6, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          10            16
  CLUS_2           6             4
  CLUS_3          22            20
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       21      8      9
  21Q WILD-TYPE     16     10     14
D38V7, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          21            16
  CLUS_2           8            10
  CLUS_3           9            14
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  21Q MUTATED       21      6     11
  21Q WILD-TYPE     19      5     16
D38V8, multiclass
        clus
vv       21Q MUTATED 21Q WILD-TYPE
  CLUS_1          21            19
  CLUS_2           6             5
  CLUS_3          11            16

Clustering(39) Variable = 22Q MUTATION ANALYSIS
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q MUTATED       22      7      9      6      7
  22Q WILD-TYPE     10     17      6      4      2
D39V1, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  22Q MUTATED       13      4     14      8      4
  22Q WILD-TYPE      5      7      6     10      7
D39V2, multiclass
               vv
clus            CLUS_1 CLUS_2 CLUS_3 CLUS_4
  22Q MUTATED       15      8      8     12
  22Q WILD-TYPE      9      5      9     11
D39V3, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          15             9
  CLUS_2           8             5
  CLUS_3           8             9
  CLUS_4          12            11
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       14     16     13
  22Q WILD-TYPE      9     16      9
D39V4, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          14             9
  CLUS_2          16            16
  CLUS_3          13             9
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       21      8     14
  22Q WILD-TYPE     15      8     12
D39V5, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          21            15
  CLUS_2           8             8
  CLUS_3          14            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       13      6     24
  22Q WILD-TYPE     13      4     18
D39V6, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          13            13
  CLUS_2           6             4
  CLUS_3          24            18
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       22     10     11
  22Q WILD-TYPE     15      8     12
D39V7, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          22            15
  CLUS_2          10             8
  CLUS_3          11            12
               vv
clus            CLUS_1 CLUS_2 CLUS_3
  22Q MUTATED       22      7     14
  22Q WILD-TYPE     18      4     13
D39V8, multiclass
        clus
vv       22Q MUTATED 22Q WILD-TYPE
  CLUS_1          22            18
  CLUS_2           7             4
  CLUS_3          14            13

Clustering(40) Variable = XQ MUTATION ANALYSIS
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ MUTATED       16     21      9      7      4
  XQ WILD-TYPE     16      3      6      3      5
D40V1, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5
  XQ MUTATED        9     10     12     11      9
  XQ WILD-TYPE      9      1      8      7      2
D40V2, multiclass
              vv
clus           CLUS_1 CLUS_2 CLUS_3 CLUS_4
  XQ MUTATED       13     10     13     15
  XQ WILD-TYPE     11      3      4      8
D40V3, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         13           11
  CLUS_2         10            3
  CLUS_3         13            4
  CLUS_4         15            8
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       14     21     16
  XQ WILD-TYPE      9     11      6
D40V4, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         14            9
  CLUS_2         21           11
  CLUS_3         16            6
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       22     12     17
  XQ WILD-TYPE     14      4      9
D40V5, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         22           14
  CLUS_2         12            4
  CLUS_3         17            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       20      5     26
  XQ WILD-TYPE      6      5     16
D40V6, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         20            6
  CLUS_2          5            5
  CLUS_3         26           16
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       22     15     14
  XQ WILD-TYPE     15      3      9
D40V7, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         22           15
  CLUS_2         15            3
  CLUS_3         14            9
              vv
clus           CLUS_1 CLUS_2 CLUS_3
  XQ MUTATED       25      5     21
  XQ WILD-TYPE     15      6      6
D40V8, multiclass
        clus
vv       XQ MUTATED XQ WILD-TYPE
  CLUS_1         25           15
  CLUS_2          5            6
  CLUS_3         21            6
> q(save="no")
